{"id":9012,"date":"2026-07-15T16:33:37","date_gmt":"2026-07-15T15:33:37","guid":{"rendered":"https:\/\/haqaa3.obreal.org\/modulo-de-dados-3\/"},"modified":"2026-09-30T10:07:07","modified_gmt":"2026-09-30T09:07:07","slug":"modulo-de-dados-3","status":"publish","type":"page","link":"https:\/\/haqaa3.obreal.org\/pt-pt\/modulo-de-dados-3\/","title":{"rendered":"M\u00f3dulo de Dados 3"},"content":{"rendered":"<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id9012_f977d3-76{margin-top:0px;}.kb-row-layout-id9012_f977d3-76 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_f977d3-76 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_f977d3-76 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-3xl, 6.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);min-height:300px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id9012_f977d3-76 > .kt-row-layout-overlay{opacity:1;mix-blend-mode:normal;}@media all and (max-width: 1024px){.kb-row-layout-id9012_f977d3-76 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id9012_f977d3-76 > .kt-row-column-wrap{padding-top:var(--global-kb-spacing-3xl, 6.5rem);padding-bottom:0px;min-height:300px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id9012_f977d3-76 > .kt-row-layout-overlay{opacity:0.96;background:var(--global-palette1, #3182CE);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_f977d3-76 alignnone 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);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:var(--global-kb-spacing-lg, 3rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id9012_7fe0ce-37 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_7fe0ce-37 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id9012_7fe0ce-37 > .kt-row-column-wrap{padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_7fe0ce-37 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_e9afab-c9 > .kt-inside-inner-col,.kadence-column9012_e9afab-c9 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_e9afab-c9 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_e9afab-c9 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_e9afab-c9 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_e9afab-c9 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_e9afab-c9{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_e9afab-c9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_e9afab-c9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_e9afab-c9\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id9012_ca89e6-c5 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_ca89e6-c5 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_ca89e6-c5 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-none, 0rem );padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:0px;padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id9012_ca89e6-c5 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_ca89e6-c5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id9012_ca89e6-c5 > .kt-row-column-wrap{padding-bottom:0px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_ca89e6-c5 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_3af706-8a > .kt-inside-inner-col{display:flex;}.kadence-column9012_3af706-8a > .kt-inside-inner-col,.kadence-column9012_3af706-8a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_3af706-8a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_3af706-8a > .kt-inside-inner-col{flex-direction:column;align-items:flex-start;}.kadence-column9012_3af706-8a > .kt-inside-inner-col > .kb-image-is-ratio-size{align-self:stretch;}.kadence-column9012_3af706-8a > .kt-inside-inner-col > .wp-block-kadence-advancedgallery{align-self:stretch;}.kadence-column9012_3af706-8a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_3af706-8a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_3af706-8a{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_3af706-8a > .kt-inside-inner-col{flex-direction:column;justify-content:center;align-items:flex-start;}}@media all and (max-width: 767px){.kadence-column9012_3af706-8a > .kt-inside-inner-col{flex-direction:column;justify-content:center;align-items:flex-start;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_3af706-8a\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01, .wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"]{text-align:right;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"]{display:flex;gap:0.25em;justify-content:right;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] img.kb-inline-image{width:150px;vertical-align:baseline;}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] a, .kt-adv-heading-link9012_712bfa-01, .kt-adv-heading-link9012_712bfa-01 .kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"]{color:var(--global-palette9, #ffffff);}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] a:hover, .kt-adv-heading-link9012_712bfa-01:hover, .kt-adv-heading-link9012_712bfa-01:hover .kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"]{color:var(--global-palette2, #2B6CB0);}.wp-block-kadence-advancedheading.kt-adv-heading9012_712bfa-01[data-kb-block=\"kb-adv-heading9012_712bfa-01\"] a, a.kb-advanced-heading-link.kt-adv-heading-link9012_712bfa-01{text-decoration:none;}<\/style><a class=\"kb-advanced-heading-link kt-adv-heading-link9012_712bfa-01 hls-none\" href=\"https:\/\/haqaa3.obreal.org\/pt-pt\/formacoes\/\"><p class=\"kt-adv-heading9012_712bfa-01 wp-block-kadence-advancedheading kt-adv-heading-has-icon hls-none has-theme-palette9-color has-text-color\" data-kb-block=\"kb-adv-heading9012_712bfa-01\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_arrowLeft kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"19\" y1=\"12\" x2=\"5\" y2=\"12\"\/><polyline points=\"12 19 5 12 12 5\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\"><strong>FORMA\u00c7\u00d5ES HAQAA<\/strong><\/span><\/p><\/a><\/div><\/div>\n\n\n<style>.kadence-column9012_37cb50-db > .kt-inside-inner-col,.kadence-column9012_37cb50-db > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_37cb50-db > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_37cb50-db > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_37cb50-db > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_37cb50-db > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_37cb50-db{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_37cb50-db > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_37cb50-db > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_37cb50-db\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55, .wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55[data-kb-block=\"kb-adv-heading9012_00ac92-55\"]{text-align:left;font-size:var(--global-kb-font-size-xl, 3rem);font-style:normal;font-family:var( --global-body-font-family, inherit );text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55[data-kb-block=\"kb-adv-heading9012_00ac92-55\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_00ac92-55[data-kb-block=\"kb-adv-heading9012_00ac92-55\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_00ac92-55 wp-block-kadence-advancedheading has-theme-palette-9-color has-text-color\" data-kb-block=\"kb-adv-heading9012_00ac92-55\"><strong><strong><strong>Forma\u00e7\u00e3o online em Dados de Ensino Superior<\/strong><\/strong><\/strong><\/p>\n\n\n<style>.kt-svg-icons9012_73e3d1-6e .kt-svg-item-0 .kb-svg-icon-wrap{color:var(--global-palette4, #2D3748);font-size:50px;}.wp-block-kadence-icon.kt-svg-icons9012_73e3d1-6e{justify-content:flex-start;}<\/style>\n<div class=\"wp-block-kadence-icon kt-svg-icons kt-svg-icons9012_73e3d1-6e alignnone\"><style>.kt-svg-item-9012_92aec0-33 .kb-svg-icon-wrap, .kt-svg-style-stacked.kt-svg-item-9012_92aec0-33 .kb-svg-icon-wrap{color:var(--global-palette9, #ffffff);font-size:50px;}<\/style>\n<div class=\"wp-block-kadence-single-icon kt-svg-style-default kt-svg-icon-wrap kt-svg-item-9012_92aec0-33\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><\/div>\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id9012_68005d-6a > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_68005d-6a > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_68005d-6a > .kt-row-column-wrap{column-gap:var(--global-kb-gap-sm, 1rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:24px;padding-right:40px;padding-bottom:24px;padding-left:40px;grid-template-columns:minmax(0, calc(15% - ((var(--global-kb-gap-sm, 1rem) * 1 )\/2)))minmax(0, calc(85% - ((var(--global-kb-gap-sm, 1rem) * 1 )\/2)));}.kb-row-layout-id9012_68005d-6a > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_68005d-6a > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9012_68005d-6a > .kt-row-column-wrap{padding-right:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr) minmax(0, 2fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_68005d-6a alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-right-golden kt-row-valign-top\">\n<style>#wrapper.site{overflow:clip;}.kadence-column9012_407eab-96{--kb-section-setting-offset:100px;}.kadence-column9012_407eab-96 > .kt-inside-inner-col,.kadence-column9012_407eab-96 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_407eab-96 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_407eab-96 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_407eab-96 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_407eab-96 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_407eab-96{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_407eab-96 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_407eab-96 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_407eab-96 kb-section-is-sticky\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-link-background-active-ancestor:var(--global-palette2, #2B6CB0);--kb-nav-dropdown-link-color:var(--global-palette1, #3182CE);--kb-nav-dropdown-link-color-hover:var(--global-palette2, #2B6CB0);--kb-nav-dropdown-link-color-active:var(--global-palette2, #2B6CB0);--kb-nav-dropdown-link-color-active-ancestor:var(--global-palette2, #2B6CB0);--kb-nav-dropdown-background:var(--global-palette9, #ffffff);--kb-nav-dropdown-border-top-left-radius:0px;--kb-nav-dropdown-border-top-right-radius:0px;--kb-nav-dropdown-border-bottom-right-radius:0px;--kb-nav-dropdown-border-bottom-left-radius:0px;--kb-nav-dropdown-border-radius-top:0px;--kb-nav-dropdown-border-radius-right:0px;--kb-nav-dropdown-border-radius-bottom:0px;--kb-nav-dropdown-border-radius-left:0px;--kb-nav-dropdown-toggle-border-left:2px solid var(--global-palette9, #ffffff);--kb-nav-top-not-last-link-border-bottom:2px solid var(--global-palette9, #ffffff);--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}.header-desktop-transparent .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}.item-is-stuck .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}.wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-link-color:var(--global-palette9, #ffffff);--kb-nav-top-link-background:var(--global-palette1, #3182CE);--kb-nav-top-link-background-hover:var(--global-palette2, #2B6CB0);--kb-nav-top-link-background-active:var(--global-palette2, #2B6CB0);}.wp-block-kadence-navigation7366-cpt-id > .navigation > .menu-container > .menu > .wp-block-kadence-navigation-link > .kb-link-wrap{font-weight:bold;}@media all and (max-width: 1024px){.wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}}@media all and (max-width: 1024px){.header-tablet-transparent .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}}@media all and (max-width: 1024px){.item-is-stuck .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}}@media all and (max-width: 767px){.wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}.header-mobile-transparent .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}.item-is-stuck .wp-block-kadence-navigation7366-cpt-id{--kb-nav-top-not-last-link-border-right:var(--kb-nav-link-border-right);}}<\/style><div class=\"wp-block-kadence-navigation7366-cpt-id kb-nav-desktop-horizontal-layout-standard kb-nav-tablet-horizontal-layout-standard kb-nav-mobile-horizontal-layout-standard navigation-desktop-layout-fill-stretch-false navigation-tablet-layout-fill-stretch-false navigation-mobile-layout-fill-stretch-false navigation-desktop-orientation-vertical navigation-tablet-orientation-vertical navigation-mobile-orientation-vertical wp-block-kadence-navigation\" data-scroll-spy=\"1\" data-scroll-spy-id=\"6ada85edaa5d0\"><nav class=\"navigation navigation-desktop-style-standard navigation-tablet-style-standard navigation-mobile-style-standard navigation-desktop-dropdown-animation-none navigation-tablet-dropdown-animation-none navigation-mobile-dropdown-animation-none navigation-desktop-collapse-sub-menus-true navigation-tablet-collapse-sub-menus-true navigation-mobile-collapse-sub-menus-true navigation-desktop-parent-toggles-menus-false navigation-tablet-parent-toggles-menus-false navigation-mobile-parent-toggles-menus-false navigation-desktop-parent-active-true navigation-tablet-parent-active-false navigation-mobile-parent-active-false\"><div class=\"menu-container\"><ul class=\"kb-navigation menu collapse-sub-nav-desktop-true collapse-sub-nav-tablet-true collapse-sub-nav-mobile-true\">\n<style>.kb-nav-link-hh7h04iha > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-hh7h04iha > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-hh7h04iha menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-initial-module\/\">INITIAL MODULE<\/a><\/div><\/li>\n\n<style>.kb-nav-link-q90yca1wp > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-q90yca1wp > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-q90yca1wp menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-module-1\/\">MODULE 1<\/a><\/div><\/li>\n\n<style>.kb-nav-link-ip357qs07 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-ip357qs07 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-ip357qs07 menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-module-2\/\">MODULE 2<\/a><\/div><\/li>\n\n<style>.kb-nav-link-x45uxawk4 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-x45uxawk4 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-x45uxawk4 menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-module-3\/\">MODULE 3<\/a><\/div><\/li>\n\n<style>.kb-nav-link-yp3bo4mt8 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-yp3bo4mt8 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-yp3bo4mt8 menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-module-4\/\">MODULE 4<\/a><\/div><\/li>\n\n<style>.kb-nav-link-j6k9a8rh4 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-highlight-order:3;--kb-nav-link-highlight-icon-order:3;}.kb-nav-link-j6k9a8rh4 > .kb-link-wrap.kb-link-wrap.kb-link-wrap.kb-link-wrap{--kb-nav-link-media-max-width:px;}<\/style><li class=\"wp-block-kadence-navigation-link kb-nav-link-j6k9a8rh4 menu-item\"><div class=\"kb-link-wrap\"><a class=\"kb-nav-link-content\" href=\"https:\/\/haqaa3.obreal.org\/data-module-5\/\">MODULE 5<\/a><\/div><\/li>\n<\/ul><\/div><\/nav><\/div><\/div><\/div>\n\n\n<style>.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col,.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_d0c3bd-9e{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_d0c3bd-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_d0c3bd-9e\"><div class=\"kt-inside-inner-col\"><style>.kadence-column9012_eb715a-8c > .kt-inside-inner-col{padding-top:40px;padding-bottom:40px;}.kadence-column9012_eb715a-8c > .kt-inside-inner-col,.kadence-column9012_eb715a-8c > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_eb715a-8c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_eb715a-8c > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_eb715a-8c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_eb715a-8c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_eb715a-8c{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_eb715a-8c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_eb715a-8c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_eb715a-8c\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45, .wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45[data-kb-block=\"kb-adv-heading9012_7b010e-45\"]{font-size:var(--global-kb-font-size-xxl, 4rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45[data-kb-block=\"kb-adv-heading9012_7b010e-45\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_7b010e-45[data-kb-block=\"kb-adv-heading9012_7b010e-45\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h1 class=\"kt-adv-heading9012_7b010e-45 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_7b010e-45\">M\u00d3DULO 3<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38, .wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38[data-kb-block=\"kb-adv-heading9012_e48ce7-38\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38[data-kb-block=\"kb-adv-heading9012_e48ce7-38\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_e48ce7-38[data-kb-block=\"kb-adv-heading9012_e48ce7-38\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_e48ce7-38 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_e48ce7-38\">Desenvolvendo e Operando HEMIS ao n\u00edvel Nacional e Regional<\/h2>\n\n\n<style>.kadence-column9012_728ce1-87 > .kt-inside-inner-col,.kadence-column9012_728ce1-87 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_728ce1-87 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_728ce1-87 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_728ce1-87 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_728ce1-87 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_728ce1-87{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_728ce1-87 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_728ce1-87 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_728ce1-87\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6, .wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6[data-kb-block=\"kb-adv-heading9012_c6c54e-f6\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6[data-kb-block=\"kb-adv-heading9012_c6c54e-f6\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_c6c54e-f6[data-kb-block=\"kb-adv-heading9012_c6c54e-f6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_c6c54e-f6 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_c6c54e-f6\">Bem-vindos ao M\u00f3dulo 3. Este m\u00f3dulo transfere o nosso foco de sistemas de dados universit\u00e1rios individuais ao ecossistema amplio do ensino superior nacional e regional. Ao longo das pr\u00f3ximas semanas, exploraremos como os governos, ag\u00eancias de regula\u00e7\u00e3o, e entidades regionais usam dados ao n\u00edvel de sistema para a planifica\u00e7\u00e3o de pol\u00edticas, garantia de qualidade, e localiza\u00e7\u00e3o de fundos. Tamb\u00e9m focaremos nos desafios de governan\u00e7a central pr\u00f3prios desse espa\u00e7o, como pode ser equilibrar a autonomia da universidade com a responsabilidade p\u00fablica. Por favor, revise as v\u00eddeoaulas, as sess\u00f5es ao vivo e exerc\u00edcios individuais detalhados abaixo para guiar sua jornada de aprendizagem.    <\/p>\n\n\n<style>.kb-row-layout-id9012_42b414-c3 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_42b414-c3 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_42b414-c3 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id9012_42b414-c3 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_42b414-c3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id9012_42b414-c3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_42b414-c3 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_d951eb-a6 > .kt-inside-inner-col{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);}.kadence-column9012_d951eb-a6 > .kt-inside-inner-col,.kadence-column9012_d951eb-a6 > .kt-inside-inner-col:before{border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-right-radius:30px;border-bottom-left-radius:30px;}.kadence-column9012_d951eb-a6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_d951eb-a6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_d951eb-a6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_d951eb-a6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_d951eb-a6{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_d951eb-a6 > .kt-inside-inner-col{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_d951eb-a6 > .kt-inside-inner-col{border-top:0px solid var(--global-palette1, #3182CE);border-right:0px solid var(--global-palette1, #3182CE);border-bottom:0px solid var(--global-palette1, #3182CE);border-left:0px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_d951eb-a6\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff, .wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff[data-kb-block=\"kb-adv-heading9012_498712-ff\"]{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff[data-kb-block=\"kb-adv-heading9012_498712-ff\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_498712-ff[data-kb-block=\"kb-adv-heading9012_498712-ff\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_498712-ff wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_498712-ff\"><strong>Agenda:<\/strong> 9 de Setembro, 2026 \u2013 22 de Setembro, 2026<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c, .wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c[data-kb-block=\"kb-adv-heading9012_56bfb7-3c\"]{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c[data-kb-block=\"kb-adv-heading9012_56bfb7-3c\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_56bfb7-3c[data-kb-block=\"kb-adv-heading9012_56bfb7-3c\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_56bfb7-3c wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_56bfb7-3c\"><strong>Compromisso de tempo:<\/strong> Este m\u00f3dulo requer uma estimativa de 12 horas de estudo, distribu\u00eddas ao longo de 2 semanas.<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_dce164-e0:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_dce164-e0 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_dce164-e0 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_dce164-e0 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_dce164-e0 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_dce164-e0 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_dce164-e0 kt-svg-icon-list-columns-1 alignnone\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_56a22f-81 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_56a22f-81\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_check kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">V\u00eddeo aulas asinrc\u00f4nicas &amp; demos: ~3.5 horas<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_e95239-14 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_e95239-14\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_check kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Leituras principais &amp; estruturas de diagn\u00f3stico: ~3.5 hours<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_e19e99-a3 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_e19e99-a3\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_check kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Palestras sincr\u00f3nicas ao vivo (2 sess\u00f5es de 1.5hr): 3.0 horas<\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_f23458-d9 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_f23458-d9\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_check kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Exerc\u00edcios de diagn\u00f3sticos de sistemas &amp; plano de a\u00e7\u00e3o: ~2.0 hours<\/span><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f, .wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f[data-kb-block=\"kb-adv-heading9012_e88c7f-5f\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f[data-kb-block=\"kb-adv-heading9012_e88c7f-5f\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_e88c7f-5f[data-kb-block=\"kb-adv-heading9012_e88c7f-5f\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_e88c7f-5f wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_e88c7f-5f\">Instrumento de Question\u00e1rio Introduct\u00f3rio para o M\u00f3dulo 3<\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b, .wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b[data-kb-block=\"kb-adv-heading9012_1c15f3-6b\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b[data-kb-block=\"kb-adv-heading9012_1c15f3-6b\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_1c15f3-6b[data-kb-block=\"kb-adv-heading9012_1c15f3-6b\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_1c15f3-6b wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_1c15f3-6b\">Por favor, complete este question\u00e1rio individual antes de come\u00e7ar a assistir \u00e0s v\u00eddeoaulas para o M\u00f3dulo 3. Este question\u00e1rio serve como uma ferramenta essencial pr\u00e9-modular desenhada para avaliar problemas sistem\u00e1ticos atrav\u00e9s do ecossistema nacional e regional de ensino superior. Operando como um componente de diagn\u00f3stico cr\u00edtico dentro do programa de forma\u00e7\u00e3o de capacidade amplo de HAQAA3, explora \u00e1reas-chave operacionais, como relat\u00f3rios duplicados, padroniza\u00e7\u00e3o de dados, a clareza de mandatos institucionais e os requisitos espec\u00edficos de usu\u00e1rios prim\u00e1rios de dados. As suas opini\u00f5es informar\u00e3o e fundar\u00e3o de forma direta nossas planifica\u00e7\u00f5es estruturais e das pr\u00f3ximas sess\u00f5es ao vivo, assegurando que o m\u00f3dulo se concentre nos desafios t\u00e9cnicos e de governan\u00e7a exatos presentes no teu contexto.   <\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_3e40a7-a2{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_3e40a7-a2 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_3e40a7-a2 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_3e40a7-a2\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_361f26-9a.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn9012_361f26-9a kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLScjjmp0W8LSifPKjjJ6iQK48oX1Ir_eSm3dGmskvsr-nQu8Ng\/viewform?usp=dialog\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\"><strong>Accessar o question\u00e1rio.<\/strong><\/span><\/a><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31, .wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31[data-kb-block=\"kb-adv-heading9012_7cb076-31\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31[data-kb-block=\"kb-adv-heading9012_7cb076-31\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_7cb076-31[data-kb-block=\"kb-adv-heading9012_7cb076-31\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_7cb076-31 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_7cb076-31\">Este v\u00eddeo introdut\u00f3rio marca o palco para a nossa transi\u00e7\u00e3o para os ecossistemas dados ao n\u00edvel de sistema. Ressalta como os governos, ag\u00eancias de regula\u00e7\u00e3o, e entidades regionais usam dados ao n\u00edvel de sistema para a planifica\u00e7\u00e3o de pol\u00edticas, garantia de qualidade, e localiza\u00e7\u00e3o de fundos. Tamb\u00e9m focaremos nos desafios de governan\u00e7a central pr\u00f3prios desse espa\u00e7o, como pode ser equilibrar a autonomia da universidade com a responsabilidade p\u00fablica.  <\/p>\n\n\n<style>.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9012_0bce07-00 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_0bce07-00 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_0bce07-00 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_db70d3-4f > .kt-inside-inner-col,.kadence-column9012_db70d3-4f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_db70d3-4f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_db70d3-4f > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_db70d3-4f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_db70d3-4f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_db70d3-4f{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_db70d3-4f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_db70d3-4f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_db70d3-4f\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_168c48-09 .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_168c48-09 .gclose path, .glightbox-container.kadence-popup-9012_168c48-09 .gnext path, .glightbox-container.kadence-popup-9012_168c48-09 .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_168c48-09 .gslide-video, .glightbox-container.kadence-popup-9012_168c48-09 .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_168c48-09 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_168c48-09\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V1-INTRO-PT.jpg\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9936\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V1-INTRO-PT.jpg 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V1-INTRO-PT-300x169.jpg 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V1-INTRO-PT-1024x576.jpg 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V1-INTRO-PT-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/Gx_THpOqNYk\" role=\"button\" data-popup-class=\"kadence-popup-9012_168c48-09\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_168c48-09\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_331f8d-f5 > .kt-inside-inner-col,.kadence-column9012_331f8d-f5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_331f8d-f5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_331f8d-f5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_331f8d-f5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_331f8d-f5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_331f8d-f5{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_331f8d-f5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_331f8d-f5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_331f8d-f5\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col,.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_a1fddd-e5{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_a1fddd-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_a1fddd-e5\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{padding-top:20px;padding-bottom:40px;}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col,.kadence-column9012_7a5adc-3e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_7a5adc-3e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_7a5adc-3e{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_7a5adc-3e > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_7a5adc-3e\" id=\"LESSON1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30, .wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"] .kb-adv-heading-icon{font-size:48px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_7a4d35-30[data-kb-block=\"kb-adv-heading9012_7a4d35-30\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h2 class=\"kt-adv-heading9012_7a4d35-30 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_7a4d35-30\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_chevron-circle-right kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm113.9 231L234.4 103.5c-9.4-9.4-24.6-9.4-33.9 0l-17 17c-9.4 9.4-9.4 24.6 0 33.9L285.1 256 183.5 357.6c-9.4 9.4-9.4 24.6 0 33.9l17 17c9.4 9.4 24.6 9.4 33.9 0L369.9 273c9.4-9.4 9.4-24.6 0-34z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">LI\u00c7\u00c3O 1: Entendendo HEMIS ao N\u00edvel de Sistema e Diagnosticando Sistema Atuais<\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db, .wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db[data-kb-block=\"kb-adv-heading9012_34cbf8-db\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db[data-kb-block=\"kb-adv-heading9012_34cbf8-db\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_34cbf8-db[data-kb-block=\"kb-adv-heading9012_34cbf8-db\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_34cbf8-db wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_34cbf8-db\">A primeira li\u00e7\u00e3o deste m\u00f3dulo estabelece a funda\u00e7\u00e3o essencial para entender os ecossistemas de dados de ensino superior ao n\u00edvel de sistema. A li\u00e7\u00e3o 1 est\u00e1 dividida em duas v\u00eddeoaulas consecutivas desenhadas para conectar a demanda t\u00e9cnica de informa\u00e7\u00e3o com as realidades institucionais de governan\u00e7a. No primeiro v\u00eddeo, Segmento 1SA, voc\u00ea examinar\u00e1 os dom\u00ednios espec\u00edficos de dados, as refer\u00eancias de pol\u00edticas e diretrizes, e estruturas de responsabilidade requeridas por entidades nacionais e regionais para monitorar o setor de forma efetiva. O segundo v\u00eddeo, Segmento 1B, conecta imediatamente estes requisitos \u00e0 realidade operacional atrav\u00e9s de examinar a rede complexa de mandatos institucionais, sobrepondo fun\u00e7\u00f5es de ag\u00eancia, e complica\u00e7\u00f5es de coordena\u00e7\u00e3o de stakeholders. Interagindo com ambas as partes neste segmento, voc\u00ea ganhar\u00e1 uma vista base completa do panorama de dados, descobrindo por que os desafios de dados ao n\u00edvel de sistema s\u00e3o quase sempre desafios de governan\u00e7a disfar\u00e7ados.<br>    <\/p>\n\n\n<style>.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9012_ab9ac1-97 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_ab9ac1-97 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_ab9ac1-97 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col,.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_afeeaf-e4{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_afeeaf-e4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_afeeaf-e4\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_fbbcc8-b8 .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_fbbcc8-b8 .gclose path, .glightbox-container.kadence-popup-9012_fbbcc8-b8 .gnext path, .glightbox-container.kadence-popup-9012_fbbcc8-b8 .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_fbbcc8-b8 .gslide-video, .glightbox-container.kadence-popup-9012_fbbcc8-b8 .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_fbbcc8-b8 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_fbbcc8-b8\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2-1A-PT.jpg\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9927\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2-1A-PT.jpg 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2-1A-PT-300x169.jpg 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2-1A-PT-1024x576.jpg 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2-1A-PT-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/RkK5GRYoOOM\" role=\"button\" data-popup-class=\"kadence-popup-9012_fbbcc8-b8\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_fbbcc8-b8\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_372461-00 > .kt-inside-inner-col,.kadence-column9012_372461-00 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_372461-00 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_372461-00 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_372461-00 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_372461-00 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_372461-00{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_372461-00 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_372461-00 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_372461-00\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_3dd1b4-cd .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_3dd1b4-cd .gclose path, .glightbox-container.kadence-popup-9012_3dd1b4-cd .gnext path, .glightbox-container.kadence-popup-9012_3dd1b4-cd .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_3dd1b4-cd .gslide-video, .glightbox-container.kadence-popup-9012_3dd1b4-cd .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_3dd1b4-cd .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_3dd1b4-cd\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2.1-PT.png\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9929\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2.1-PT.png 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2.1-PT-300x169.png 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2.1-PT-1024x576.png 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V2.1-PT-768x432.png 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/s3uUGujl95g\" role=\"button\" data-popup-class=\"kadence-popup-9012_3dd1b4-cd\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_3dd1b4-cd\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_21486e-e9 > .kt-inside-inner-col,.kadence-column9012_21486e-e9 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_21486e-e9 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_21486e-e9 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_21486e-e9 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_21486e-e9 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_21486e-e9{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_21486e-e9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_21486e-e9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_21486e-e9\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2, .wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2[data-kb-block=\"kb-adv-heading9012_ba80a6-f2\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2[data-kb-block=\"kb-adv-heading9012_ba80a6-f2\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_ba80a6-f2[data-kb-block=\"kb-adv-heading9012_ba80a6-f2\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_ba80a6-f2 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_ba80a6-f2\">LEITURAS RECOMENDADAS<\/h2>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_614967-73:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_614967-73 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_614967-73 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_614967-73 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_614967-73 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_614967-73 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_614967-73 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_b8f722-70 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_b8f722-70\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/Higher-Education-Management-Information-Systems-Norms-and-Standards-Benchmarking-Framework-for-African-Region.pdf\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Associa\u00e7\u00e3o de Universidades Africanas &amp; Assoscia\u00e7\u00e3o para o Desenvolvimento da Educa\u00e7\u00e3o na \u00c1frica.  (2019). Normas e Refer\u00eancias Estruturais de Sistemas de Informa\u00e7\u00e3o de Gest\u00e3o de Ensino Superior para a Regi\u00e3o Africana. (i) Diretrizes e Estrutura Legal (Normas 1-5)(20-33) e (ii) Relat\u00f3rios de Informa\u00e7\u00e3o da Educa\u00e7\u00e3o (Normas 12-17) (p\u00e1ginas 50-66)  <\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_404ae1-d1 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_404ae1-d1\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/HARMONISED-GUIDELINES-FOR-HE-DATA-COLLECTION-AND-MANAGEMENT-Approved-by-EC.pdf\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Conselho Inter-Universit\u00e1rio para a \u00c1frica do Leste.<br> (2025). Diretrizes harmonizadas para a recoleta e gest\u00e3o de dados do ensino superior na Comunidade da \u00c1frica do Leste. (p\u00e1ginas 5-19). <\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_f8426a-92 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_f8426a-92\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/396594eng.pdf\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">UNESCO &amp; Instituto Internacional para a Plnmifica\u00e7\u00e3o Educativa. (2025). Ferramentas Transformativas para a Avalia\u00e7\u00e3o do Progresso de Sistemas de Gest\u00e3o de Informa\u00e7\u00e3o Educativa (Guia Metodol\u00f3gica). UNESCO. (p\u00e1ginas 11-23)  <\/span><\/a><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a, .wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a[data-kb-block=\"kb-adv-heading9012_fc39fd-6a\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a[data-kb-block=\"kb-adv-heading9012_fc39fd-6a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_fc39fd-6a[data-kb-block=\"kb-adv-heading9012_fc39fd-6a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_fc39fd-6a wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_fc39fd-6a\">Exerc\u00edcio individual 1: Mapeamento inicial de brechas e necessidades dos dados HEMIS ao n\u00edvel de sistema<\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a, .wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a[data-kb-block=\"kb-adv-heading9012_5b8d95-8a\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a[data-kb-block=\"kb-adv-heading9012_5b8d95-8a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_5b8d95-8a[data-kb-block=\"kb-adv-heading9012_5b8d95-8a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_5b8d95-8a wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_5b8d95-8a\">O objetivo deste exerc\u00edcio \u00e9 criar uma vis\u00e3o inicial, geral e estruturada do panorama do ensino superior do seu pa\u00eds ou regi\u00e3o. Usando a planilha fornecida, voc\u00ea revisar\u00e1 e customizar\u00e1 prop\u00f3sitos de pol\u00edticas de n\u00edvel de sistema e dom\u00ednio de dados. Voc\u00ea ent\u00e3o atribuir\u00e1 pontua\u00e7\u00f5es preliminares entre 1 e 5 para avaliar a disponibilidade dos dados atuais mediante 3 crit\u00e9rios cr\u00edticos: a cobertura, a pontualidade e a qualidade, notando brevemente as primeiras complica\u00e7\u00f5es por tr\u00e1s de dados faltantes ou n\u00e3o confi\u00e1veis.  <\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_ae04f8-51{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_ae04f8-51 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_ae04f8-51 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_ae04f8-51 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_ae04f8-51\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_4a138b-34.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn9012_4a138b-34 kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/Individual-exercise-1-\u2013-Initial-mapping-of-system-level-HEMIS-data-needs-and-gaps.docx\" download=\"\"><span class=\"kt-btn-inner-text\">Instru\u00e7\u00f5es para a tarefa<\/span><\/a><\/div>\n\n\n<div class=\"wp-block-kadence-advanced-form wp-block-kadence-advanced-form8641-cpt-id kb-adv-form-label-style-normal kb-adv-form-input-size-standard kb-form-basic-style\"><form id=\"kb-adv-form-8641-cpt-id\" class=\"kb-advanced-form\" method=\"post\">\n<style>.kb-row-layout-id8641_2045aa-34 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8641_2045aa-34 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8641_2045aa-34 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id8641_2045aa-34 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8641_2045aa-34 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id8641_2045aa-34 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8641_2045aa-34 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col,.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8641_2af3bb-d3{position:relative;}@media all and (max-width: 1024px){.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8641_2af3bb-d3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8641_2af3bb-d3\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8641ff7132-ca wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8641ff7132-ca\">Name<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldff7132-ca\" id=\"field8641ff7132-ca\" data-label=\"Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8641_b439f1-62 > .kt-inside-inner-col,.kadence-column8641_b439f1-62 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8641_b439f1-62 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8641_b439f1-62 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8641_b439f1-62 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8641_b439f1-62 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8641_b439f1-62{position:relative;}@media all and (max-width: 1024px){.kadence-column8641_b439f1-62 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8641_b439f1-62 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8641_b439f1-62\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8641c815b9-ba wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8641c815b9-ba\">Surname<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldc815b9-ba\" id=\"field8641c815b9-ba\" data-label=\"Surname\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8641_aa7e48-ff > .kt-inside-inner-col,.kadence-column8641_aa7e48-ff > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8641_aa7e48-ff > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8641_aa7e48-ff > .kt-inside-inner-col{flex-direction:column;}.kadence-column8641_aa7e48-ff > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8641_aa7e48-ff > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8641_aa7e48-ff{position:relative;}@media all and (max-width: 1024px){.kadence-column8641_aa7e48-ff > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8641_aa7e48-ff > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8641_aa7e48-ff\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8641b64439-a0 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8641b64439-a0\">Country<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldb64439-a0\" id=\"field8641b64439-a0\" data-label=\"Country\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8641_3c9422-75 > .kt-inside-inner-col,.kadence-column8641_3c9422-75 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8641_3c9422-75 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8641_3c9422-75 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8641_3c9422-75 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8641_3c9422-75 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8641_3c9422-75{position:relative;}@media all and (max-width: 1024px){.kadence-column8641_3c9422-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8641_3c9422-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8641_3c9422-75\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field86410eb5be-de wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field86410eb5be-de\">Organization<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field0eb5be-de\" id=\"field86410eb5be-de\" data-label=\"Organization\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id8641_6097ba-ac > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8641_6097ba-ac > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8641_6097ba-ac > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id8641_6097ba-ac > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8641_6097ba-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8641_6097ba-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8641_6097ba-ac alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8641_f81522-8e > .kt-inside-inner-col,.kadence-column8641_f81522-8e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8641_f81522-8e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8641_f81522-8e > .kt-inside-inner-col{flex-direction:column;}.kadence-column8641_f81522-8e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8641_f81522-8e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8641_f81522-8e{position:relative;}@media all and (max-width: 1024px){.kadence-column8641_f81522-8e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8641_f81522-8e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8641_f81522-8e\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-file-type-input kb-adv-form-infield-type-input kb-field8641120496-4c wp-block-kadence-advanced-form-file\"><label class=\"kb-adv-form-label\" for=\"field8641120496-4c\">Upload the assignment<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field120496-4c\" id=\"field8641120496-4c\" data-label=\"Upload the assignment\" type=\"file\" placeholder=\"\" value=\"\" data-type=\"file\" class=\"kb-field kb-file-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>ul.menu .kb-submit-field .kb-btna7de25-8f.kb-button{width:initial;}.kb-submit-field.kb-fielda7de25-8f{justify-content:flex-start;}<\/style><div class=\"kb-adv-form-field kb-submit-field kb-fielda7de25-8f wp-block-kadence-advanced-form-submit\"><button class=\"kb-button kt-button button kb-adv-form-submit-button kb-btna7de25-8f kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false\" type=\"submit\"><span class=\"kt-btn-inner-text\">Submit<\/span><\/button><\/div>\n<input type=\"hidden\" name=\"_kb_adv_form_post_id\" value=\"8641\"><input type=\"hidden\" name=\"action\" value=\"kb_process_advanced_form_submit\"><input type=\"hidden\" name=\"_kb_adv_form_id\" value=\"8641-cpt-id\"><\/form><\/div><\/div><\/div>\n\n\n<style>.kadence-column9012_f7125f-70 > .kt-inside-inner-col{padding-top:20px;padding-bottom:40px;}.kadence-column9012_f7125f-70 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);}.kadence-column9012_f7125f-70 > .kt-inside-inner-col,.kadence-column9012_f7125f-70 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_f7125f-70 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_f7125f-70 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_f7125f-70 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_f7125f-70 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_f7125f-70{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_f7125f-70 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_f7125f-70 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_f7125f-70\" id=\"LESSON2\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d, .wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"] .kb-adv-heading-icon{font-size:48px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_a21a60-2d[data-kb-block=\"kb-adv-heading9012_a21a60-2d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h2 class=\"kt-adv-heading9012_a21a60-2d wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_a21a60-2d\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_chevron-circle-right kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm113.9 231L234.4 103.5c-9.4-9.4-24.6-9.4-33.9 0l-17 17c-9.4 9.4-9.4 24.6 0 33.9L285.1 256 183.5 357.6c-9.4 9.4-9.4 24.6 0 33.9l17 17c9.4 9.4 24.6 9.4 33.9 0L369.9 273c9.4-9.4 9.4-24.6 0-34z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">LI\u00c7\u00c3O 2: Elaborando Estrat\u00e9gias para a Transforma\u00e7\u00e3o de HEMIS a n\u00edvel de sistema. <\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54, .wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54[data-kb-block=\"kb-adv-heading9012_fe907d-54\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54[data-kb-block=\"kb-adv-heading9012_fe907d-54\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_fe907d-54[data-kb-block=\"kb-adv-heading9012_fe907d-54\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_fe907d-54 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_fe907d-54\">Identificar as suas brechas de dados \u00e9 apenas o primeiro passo, agora nos focaremos em como resolv\u00ea-las. Neste segmento, trataremos sobre as barreiras de coordena\u00e7\u00e3o pr\u00e1ticas que, muitas vezes, levam \u00e0 duplica\u00e7\u00e3o de solicita\u00e7\u00f5es de dados, sobreposi\u00e7\u00e3o de mandatos institucionais e sistemas de relat\u00f3rios fragmentados. Voc\u00ea aprender\u00e1 como elaborar estruturas de governan\u00e7a que equilibrem a autonomia institucional com a responsabilidade p\u00fablica. Durante a nossa sess\u00e3o ao vivo e interativa, voc\u00ea comparar\u00e1 os seus diagn\u00f3sticos de sistemas com companheiros de outras na\u00e7\u00f5es para identificar desafios compartilhados e co-criar estrat\u00e9gias de melhora.   <\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a, .wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a[data-kb-block=\"kb-adv-heading9012_bf74aa-7a\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a[data-kb-block=\"kb-adv-heading9012_bf74aa-7a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_bf74aa-7a[data-kb-block=\"kb-adv-heading9012_bf74aa-7a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_bf74aa-7a wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_bf74aa-7a\">Para avan\u00e7ar de diagn\u00f3sticos de sistemas para a\u00e7\u00f5es estrat\u00e9gicas, este v\u00eddeo detalha como tratar ativamente brechas de dados j\u00e1 identificadas e configura\u00e7\u00f5es fragmentadas. Real\u00e7a as interven\u00e7\u00f5es estrat\u00e9gicas, como pode ser formalizar comit\u00eas entre ag\u00eancias, a padroniza\u00e7\u00e3o de protocolos de dados e capcita\u00e7\u00e3o institucional. Serve como uma guia estrutural para lhe preparar para discuss\u00f5es colaborativas ao vivo e para as pr\u00f3ximas planifica\u00e7\u00f5es estruturais.  <\/p>\n\n\n<style>.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9012_508531-7f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_508531-7f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_508531-7f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_5544a9-54 > .kt-inside-inner-col,.kadence-column9012_5544a9-54 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_5544a9-54 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_5544a9-54 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_5544a9-54 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_5544a9-54 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_5544a9-54{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_5544a9-54 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_5544a9-54 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_5544a9-54\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_191b7e-88 .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_191b7e-88 .gclose path, .glightbox-container.kadence-popup-9012_191b7e-88 .gnext path, .glightbox-container.kadence-popup-9012_191b7e-88 .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_191b7e-88 .gslide-video, .glightbox-container.kadence-popup-9012_191b7e-88 .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_191b7e-88 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_191b7e-88\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V3-S2-PT.png\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9931\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V3-S2-PT.png 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V3-S2-PT-300x169.png 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V3-S2-PT-1024x576.png 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V3-S2-PT-768x432.png 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/9tz8_ZK2API\" role=\"button\" data-popup-class=\"kadence-popup-9012_191b7e-88\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_191b7e-88\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col,.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_36f7cf-a8{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_36f7cf-a8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_36f7cf-a8\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column9012_f7f57e-23 > .kt-inside-inner-col,.kadence-column9012_f7f57e-23 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_f7f57e-23 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_f7f57e-23 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_f7f57e-23 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_f7f57e-23 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_f7f57e-23{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_f7f57e-23 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_f7f57e-23 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_f7f57e-23\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16, .wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16[data-kb-block=\"kb-adv-heading9012_d59389-16\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16[data-kb-block=\"kb-adv-heading9012_d59389-16\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16[data-kb-block=\"kb-adv-heading9012_d59389-16\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16[data-kb-block=\"kb-adv-heading9012_d59389-16\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_d59389-16[data-kb-block=\"kb-adv-heading9012_d59389-16\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h2 class=\"kt-adv-heading9012_d59389-16 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_d59389-16\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_laptop kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 640 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M624 416H381.54c-.74 19.81-14.71 32-32.74 32H288c-18.69 0-33.02-17.47-32.77-32H16c-8.8 0-16 7.2-16 16v16c0 35.2 28.8 64 64 64h512c35.2 0 64-28.8 64-64v-16c0-8.8-7.2-16-16-16zM576 48c0-26.4-21.6-48-48-48H112C85.6 0 64 21.6 64 48v336h512V48zm-64 272H128V64h384v256z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Sess\u00e3o Sincr\u00f4nica 1: Elaborando Estrat\u00e9gias de Transforma\u00e7\u00e3o para HEMIS a N\u00edvel de Sistema<\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84, .wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84[data-kb-block=\"kb-adv-heading9012_835511-84\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84[data-kb-block=\"kb-adv-heading9012_835511-84\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84[data-kb-block=\"kb-adv-heading9012_835511-84\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84[data-kb-block=\"kb-adv-heading9012_835511-84\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_835511-84[data-kb-block=\"kb-adv-heading9012_835511-84\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><p class=\"kt-adv-heading9012_835511-84 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_835511-84\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_calendar kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"18\" rx=\"2\" ry=\"2\"\/><line x1=\"16\" y1=\"2\" x2=\"16\" y2=\"6\"\/><line x1=\"8\" y1=\"2\" x2=\"8\" y2=\"6\"\/><line x1=\"3\" y1=\"10\" x2=\"21\" y2=\"10\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Ter\u00e7a-feira, 25 de Agosto \u2013 14h00-15h30 (SAST \u2013 GMT+2)<\/span><\/p>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac, .wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac[data-kb-block=\"kb-adv-heading9012_a0cc8b-ac\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac[data-kb-block=\"kb-adv-heading9012_a0cc8b-ac\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_a0cc8b-ac[data-kb-block=\"kb-adv-heading9012_a0cc8b-ac\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_a0cc8b-ac wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_a0cc8b-ac\">Esta sess\u00e3o sincr\u00f4nica interativa ter\u00e1 90 minutos. Esta sess\u00e3o mexe os participantes do setor de diagn\u00f3sticos para a cria\u00e7\u00e3o ativa de estrat\u00e9gias de governan\u00e7a e coordena\u00e7\u00e3o. Mediante atividades em grupos pequenos e s\u00ednteses de plen\u00e1rio, voc\u00ea comparar\u00e1 contextos nacionais, analisar as causas fundamentais da fragmenta\u00e7\u00e3o de dados e elaborar mecanismos coletivos, como comit\u00eas entre ag\u00eancias, para conectar os dados cr\u00edticos e brechas de capacidade.   <\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_32a903-4d{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_32a903-4d .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_32a903-4d .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_32a903-4d .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_32a903-4d\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_ee07c6-9c.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn9012_ee07c6-9c kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\"><span class=\"kt-btn-inner-text\"><strong>Acesse a Sess\u00e3o ao Vivo<\/strong><\/span><\/span><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81, .wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81[data-kb-block=\"kb-adv-heading9012_d653e9-81\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81[data-kb-block=\"kb-adv-heading9012_d653e9-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_d653e9-81[data-kb-block=\"kb-adv-heading9012_d653e9-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_d653e9-81 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_d653e9-81\">Exerc\u00edcio Individual 2: Mapeando os stakeholders principais nos HEMIS de n\u00edvel de sistema<\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1, .wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1[data-kb-block=\"kb-adv-heading9012_b3f994-d1\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1[data-kb-block=\"kb-adv-heading9012_b3f994-d1\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_b3f994-d1[data-kb-block=\"kb-adv-heading9012_b3f994-d1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_b3f994-d1 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_b3f994-d1\">The objective of this excercise is to analyze the operational capacities and constraints of the specific actors who produce and use higher education data. You will select four priority data domains from Exercise 1 and evaluate the relevant data producers, checking mandates, tools, and coordination, and data users, checking demand, accessibility, and analytical capacity, on a 1-to-5 scale. Finally, you will isolate specific bottlenecks to prioritize stakeholder engagement and targeted capacity-building.<br><br>O objetivo deste exerc\u00edcio \u00e9 analizar as capacidades operacionais e os limites dos atores espec\u00edficos que usam e produzem dados de ensino superior. Voc\u00ea selecionar\u00e1 quatro dom\u00ednios de dados priorit\u00e1rios do Exercicio 1 e avaliar\u00e1 os produtores relevantes de dados, v  <\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_976397-a3{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_976397-a3 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_976397-a3 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_976397-a3 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_976397-a3\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_cc6e26-fa.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn9012_cc6e26-fa kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/Individual-exercise-2-Mapping-the-key-stakeholders-of-the-system-level-HEMIS.docx\" download=\"\"><span class=\"kt-btn-inner-text\">Instru\u00e7\u00f5es para a tarefa<\/span><\/a><\/div>\n\n\n<div class=\"wp-block-kadence-advanced-form wp-block-kadence-advanced-form8652-cpt-id kb-adv-form-label-style-normal kb-adv-form-input-size-standard kb-form-basic-style\"><form id=\"kb-adv-form-8652-cpt-id\" class=\"kb-advanced-form\" method=\"post\">\n<style>.kb-row-layout-id8652_1639d9-f1 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8652_1639d9-f1 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8652_1639d9-f1 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id8652_1639d9-f1 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8652_1639d9-f1 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id8652_1639d9-f1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8652_1639d9-f1 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8652_28a220-04 > .kt-inside-inner-col,.kadence-column8652_28a220-04 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8652_28a220-04 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8652_28a220-04 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8652_28a220-04 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8652_28a220-04 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8652_28a220-04{position:relative;}@media all and (max-width: 1024px){.kadence-column8652_28a220-04 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8652_28a220-04 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8652_28a220-04\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8652ff7132-ca wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8652ff7132-ca\">Name<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldff7132-ca\" id=\"field8652ff7132-ca\" data-label=\"Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8652_ad88b2-3c > .kt-inside-inner-col,.kadence-column8652_ad88b2-3c > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8652_ad88b2-3c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8652_ad88b2-3c > .kt-inside-inner-col{flex-direction:column;}.kadence-column8652_ad88b2-3c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8652_ad88b2-3c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8652_ad88b2-3c{position:relative;}@media all and (max-width: 1024px){.kadence-column8652_ad88b2-3c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8652_ad88b2-3c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8652_ad88b2-3c\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8652c815b9-ba wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8652c815b9-ba\">Surname<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldc815b9-ba\" id=\"field8652c815b9-ba\" data-label=\"Surname\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col,.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8652_dcaadc-a6{position:relative;}@media all and (max-width: 1024px){.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8652_dcaadc-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8652_dcaadc-a6\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8652b64439-a0 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8652b64439-a0\">Country<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldb64439-a0\" id=\"field8652b64439-a0\" data-label=\"Country\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8652_bcda2f-63 > .kt-inside-inner-col,.kadence-column8652_bcda2f-63 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8652_bcda2f-63 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8652_bcda2f-63 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8652_bcda2f-63 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8652_bcda2f-63 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8652_bcda2f-63{position:relative;}@media all and (max-width: 1024px){.kadence-column8652_bcda2f-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8652_bcda2f-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8652_bcda2f-63\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field86520eb5be-de wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field86520eb5be-de\">Organization<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field0eb5be-de\" id=\"field86520eb5be-de\" data-label=\"Organization\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id8652_14b9e4-cb > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8652_14b9e4-cb > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8652_14b9e4-cb > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id8652_14b9e4-cb > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8652_14b9e4-cb > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8652_14b9e4-cb > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8652_14b9e4-cb alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8652_55d88d-57 > .kt-inside-inner-col,.kadence-column8652_55d88d-57 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8652_55d88d-57 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8652_55d88d-57 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8652_55d88d-57 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8652_55d88d-57 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8652_55d88d-57{position:relative;}@media all and (max-width: 1024px){.kadence-column8652_55d88d-57 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8652_55d88d-57 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8652_55d88d-57\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-file-type-input kb-adv-form-infield-type-input kb-field8652120496-4c wp-block-kadence-advanced-form-file\"><label class=\"kb-adv-form-label\" for=\"field8652120496-4c\">Upload the assignment<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field120496-4c\" id=\"field8652120496-4c\" data-label=\"Upload the assignment\" type=\"file\" placeholder=\"\" value=\"\" data-type=\"file\" class=\"kb-field kb-file-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>ul.menu .kb-submit-field .kb-btna7de25-8f.kb-button{width:initial;}.kb-submit-field.kb-fielda7de25-8f{justify-content:flex-start;}<\/style><div class=\"kb-adv-form-field kb-submit-field kb-fielda7de25-8f wp-block-kadence-advanced-form-submit\"><button class=\"kb-button kt-button button kb-adv-form-submit-button kb-btna7de25-8f kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false\" type=\"submit\"><span class=\"kt-btn-inner-text\">Submit<\/span><\/button><\/div>\n<input type=\"hidden\" name=\"_kb_adv_form_post_id\" value=\"8652\"><input type=\"hidden\" name=\"action\" value=\"kb_process_advanced_form_submit\"><input type=\"hidden\" name=\"_kb_adv_form_id\" value=\"8652-cpt-id\"><\/form><\/div><\/div><\/div>\n\n\n<style>.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{padding-top:20px;padding-bottom:40px;}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col,.kadence-column9012_4fd44b-08 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_4fd44b-08 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_4fd44b-08{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_4fd44b-08 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_4fd44b-08\" id=\"LESSON3\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1, .wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"] .kb-adv-heading-icon{font-size:48px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1, .wp-block-kadence-advancedheading.kt-adv-heading9012_0eaeeb-c1[data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"]{font-size:var(--global-kb-font-size-lg, 2rem);}}<\/style><h2 class=\"kt-adv-heading9012_0eaeeb-c1 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_0eaeeb-c1\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_chevron-circle-right kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm113.9 231L234.4 103.5c-9.4-9.4-24.6-9.4-33.9 0l-17 17c-9.4 9.4-9.4 24.6 0 33.9L285.1 256 183.5 357.6c-9.4 9.4-9.4 24.6 0 33.9l17 17c9.4 9.4 24.6 9.4 33.9 0L369.9 273c9.4-9.4 9.4-24.6 0-34z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">LI\u00c7\u00c3O 3: Elaborando Arquiterura HEMIS<\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60, .wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60[data-kb-block=\"kb-adv-heading9012_f5d212-60\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60[data-kb-block=\"kb-adv-heading9012_f5d212-60\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_f5d212-60[data-kb-block=\"kb-adv-heading9012_f5d212-60\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_f5d212-60 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_f5d212-60\">Aqui, mudamos nosso foco para o suporte principal da funda\u00e7\u00e3o t\u00e9cnica de um HEMIS ao n\u00edvel de sistema. Voc\u00ea explorar\u00e1 as quatro capas principais da arquitetura s\u00f3lida de dados: Aquisi\u00e7\u00e3o de Dados, Integra\u00e7\u00e3o e Gest\u00e3o de Dados, An\u00e1lise e Aplica\u00e7\u00e3o e Acesso e Dissemina\u00e7\u00e3o. Examinaremos como assegurar interoperatibilidade entre diversas plataformas institucionais e descobriremos como a intelig\u00eancia artificial pode ser incorporada como uma capacidade inteligente e distribu\u00edda para limpar dados, identificar anomalias e gerar modelos preditivos.   <\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33, .wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33[data-kb-block=\"kb-adv-heading9012_40922e-33\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33[data-kb-block=\"kb-adv-heading9012_40922e-33\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_40922e-33[data-kb-block=\"kb-adv-heading9012_40922e-33\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_40922e-33 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_40922e-33\">Este v\u00eddeo explorar\u00e1 a infraestrutura t\u00e9cnica que uma HEMIS abrangente, demostrando como o design arquitect\u00f4nico habilita diretamente a governan\u00e7a de dados. Detalha as quatro capas arquitect\u00f4nicas principais: Adquisi\u00e7\u00e3o de Dados, Integra\u00e7\u00e3o e Gest\u00e3o de dados, An\u00e1lise e Aplica\u00e7\u00e3o, e Acesso e Dissemina\u00e7\u00e3o. Adicionalmente, se introduz como a Intelig\u00eancia Artifical pode ser incorporada atrav\u00e9s destas capas como una capacidade inteligente distribu\u00edda para melhorar a valida\u00e7\u00e3o autom\u00e1tica, a modeliza\u00e7\u00e3o preditiva, e as intera\u00e7\u00f5es com os usu\u00e1rios.  <\/p>\n\n\n<style>.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9012_a727e2-4b > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_a727e2-4b > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id9012_a727e2-4b alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column9012_43cafd-d6 > .kt-inside-inner-col,.kadence-column9012_43cafd-d6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_43cafd-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_43cafd-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_43cafd-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_43cafd-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_43cafd-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_43cafd-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_43cafd-d6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_43cafd-d6\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_81290f-54 .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_81290f-54 .gclose path, .glightbox-container.kadence-popup-9012_81290f-54 .gnext path, .glightbox-container.kadence-popup-9012_81290f-54 .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_81290f-54 .gslide-video, .glightbox-container.kadence-popup-9012_81290f-54 .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_81290f-54 .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_81290f-54\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V4-S3-PT.png\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9932\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V4-S3-PT.png 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V4-S3-PT-300x169.png 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V4-S3-PT-1024x576.png 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-V4-S3-PT-768x432.png 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/NlvXLRBZdaU\" role=\"button\" data-popup-class=\"kadence-popup-9012_81290f-54\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_81290f-54\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_a42534-75 > .kt-inside-inner-col,.kadence-column9012_a42534-75 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_a42534-75 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_a42534-75 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_a42534-75 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_a42534-75 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_a42534-75{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_a42534-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_a42534-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_a42534-75\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column9012_b3075c-4f > .kt-inside-inner-col,.kadence-column9012_b3075c-4f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_b3075c-4f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_b3075c-4f > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_b3075c-4f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_b3075c-4f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_b3075c-4f{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_b3075c-4f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_b3075c-4f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_b3075c-4f\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1, .wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1[data-kb-block=\"kb-adv-heading9012_7588ae-f1\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1[data-kb-block=\"kb-adv-heading9012_7588ae-f1\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_7588ae-f1[data-kb-block=\"kb-adv-heading9012_7588ae-f1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_7588ae-f1 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_7588ae-f1\">Leituras Recomendadas<\/h2>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_683115-c1:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_683115-c1 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_683115-c1 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_683115-c1 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_683115-c1 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_683115-c1 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_683115-c1 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_a39000-5b .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_a39000-5b\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/HARMONISED-GUIDELINES-FOR-HE-DATA-COLLECTION-AND-MANAGEMENT-Approved-by-EC-1.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Conselho Inter-Universit\u00e1rio para a \u00c1frica do Leste.<br> (2025). Diretrizes harmonizadas para a recoleta e gest\u00e3o de dados do ensino superior na Comunidade da \u00c1frica do Leste. (p\u00e1ginas 20-38). <\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_210f9c-91 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_210f9c-91\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/The_hidden_architecture_of_higher_education_buildi.pdf\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Williamson, Ben. (2018). A arquitetura escondida do ensino superior: construindo uma infraestrutura de dados para a &#8220;universidade inteligente&#8221;. Jornal Internacional de Tecnologia Educativa em Ensino Superior.  15. 10.1186\/s41239-018-0094-1. Se\u00e7\u00f5es &#8220;Invent\u00e1rios de dados e modelos de projetos&#8221; e &#8220;Uma nova plataforma de dados para HE&#8221; (p\u00e1ginas 9-10), Se\u00e7\u00e3o &#8220;Padronizando Dados de HE&#8221; (p\u00e1ginas 14-15), Se\u00e7\u00e3o &#8220;Pain\u00e9is de Dados e Estat\u00edsticas para Visualiza\u00e7\u00e3o&#8221; e &#8220;Visualizando dados de HE&#8221; (p\u00e1ginas 16 at\u00e9 19). <\/span><\/a><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d, .wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d[data-kb-block=\"kb-adv-heading9012_3cacb5-7d\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d[data-kb-block=\"kb-adv-heading9012_3cacb5-7d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_3cacb5-7d[data-kb-block=\"kb-adv-heading9012_3cacb5-7d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_3cacb5-7d wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_3cacb5-7d\">Exerc\u00edcio Individual 3: Tra\u00e7ando uma arquiterura conceitual para um HEMIS ao n\u00f1ivel de sistema<\/h2>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_12c0c0-11{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_12c0c0-11 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_12c0c0-11 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_12c0c0-11 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_12c0c0-11\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_80fa2e-dd.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn9012_80fa2e-dd kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/Individual-exercise-3-Sketching-a-conceptual-architecture-for-a-system-level-HEMIS.docx\" download=\"\"><span class=\"kt-btn-inner-text\">Instru\u00e7\u00f5es para a tarefa<\/span><\/a><\/div>\n\n\n<div class=\"wp-block-kadence-advanced-form wp-block-kadence-advanced-form8669-cpt-id kb-adv-form-label-style-normal kb-adv-form-input-size-standard kb-form-basic-style\"><form id=\"kb-adv-form-8669-cpt-id\" class=\"kb-advanced-form\" method=\"post\">\n<style>.kb-row-layout-id8669_102716-82 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8669_102716-82 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8669_102716-82 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id8669_102716-82 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8669_102716-82 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id8669_102716-82 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8669_102716-82 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8669_7b3532-37 > .kt-inside-inner-col,.kadence-column8669_7b3532-37 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8669_7b3532-37 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8669_7b3532-37 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8669_7b3532-37 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8669_7b3532-37 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8669_7b3532-37{position:relative;}@media all and (max-width: 1024px){.kadence-column8669_7b3532-37 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8669_7b3532-37 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8669_7b3532-37\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8669ff7132-ca wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8669ff7132-ca\">Name<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldff7132-ca\" id=\"field8669ff7132-ca\" data-label=\"Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8669_e2afee-c3 > .kt-inside-inner-col,.kadence-column8669_e2afee-c3 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8669_e2afee-c3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8669_e2afee-c3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8669_e2afee-c3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8669_e2afee-c3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8669_e2afee-c3{position:relative;}@media all and (max-width: 1024px){.kadence-column8669_e2afee-c3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8669_e2afee-c3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8669_e2afee-c3\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8669c815b9-ba wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8669c815b9-ba\">Surname<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldc815b9-ba\" id=\"field8669c815b9-ba\" data-label=\"Surname\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8669_7f2889-72 > .kt-inside-inner-col,.kadence-column8669_7f2889-72 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8669_7f2889-72 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8669_7f2889-72 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8669_7f2889-72 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8669_7f2889-72 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8669_7f2889-72{position:relative;}@media all and (max-width: 1024px){.kadence-column8669_7f2889-72 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8669_7f2889-72 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8669_7f2889-72\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8669b64439-a0 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8669b64439-a0\">Country<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldb64439-a0\" id=\"field8669b64439-a0\" data-label=\"Country\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8669_0bb720-ec > .kt-inside-inner-col,.kadence-column8669_0bb720-ec > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8669_0bb720-ec > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8669_0bb720-ec > .kt-inside-inner-col{flex-direction:column;}.kadence-column8669_0bb720-ec > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8669_0bb720-ec > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8669_0bb720-ec{position:relative;}@media all and (max-width: 1024px){.kadence-column8669_0bb720-ec > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8669_0bb720-ec > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8669_0bb720-ec\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field86690eb5be-de wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field86690eb5be-de\">Organization<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field0eb5be-de\" id=\"field86690eb5be-de\" data-label=\"Organization\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id8669_2b08fa-c8 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8669_2b08fa-c8 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8669_2b08fa-c8 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id8669_2b08fa-c8 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8669_2b08fa-c8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8669_2b08fa-c8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8669_2b08fa-c8 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8669_307c9a-0e > .kt-inside-inner-col,.kadence-column8669_307c9a-0e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8669_307c9a-0e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8669_307c9a-0e > .kt-inside-inner-col{flex-direction:column;}.kadence-column8669_307c9a-0e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8669_307c9a-0e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8669_307c9a-0e{position:relative;}@media all and (max-width: 1024px){.kadence-column8669_307c9a-0e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8669_307c9a-0e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8669_307c9a-0e\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-file-type-input kb-adv-form-infield-type-input kb-field8669120496-4c wp-block-kadence-advanced-form-file\"><label class=\"kb-adv-form-label\" for=\"field8669120496-4c\">Upload the assignment<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field120496-4c\" id=\"field8669120496-4c\" data-label=\"Upload the assignment\" type=\"file\" placeholder=\"\" value=\"\" data-type=\"file\" class=\"kb-field kb-file-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>ul.menu .kb-submit-field .kb-btna7de25-8f.kb-button{width:initial;}.kb-submit-field.kb-fielda7de25-8f{justify-content:flex-start;}<\/style><div class=\"kb-adv-form-field kb-submit-field kb-fielda7de25-8f wp-block-kadence-advanced-form-submit\"><button class=\"kb-button kt-button button kb-adv-form-submit-button kb-btna7de25-8f kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false\" type=\"submit\"><span class=\"kt-btn-inner-text\">Submit<\/span><\/button><\/div>\n<input type=\"hidden\" name=\"_kb_adv_form_post_id\" value=\"8669\"><input type=\"hidden\" name=\"action\" value=\"kb_process_advanced_form_submit\"><input type=\"hidden\" name=\"_kb_adv_form_id\" value=\"8669-cpt-id\"><\/form><\/div><\/div><\/div>\n\n\n<style>.kadence-column9012_2da9de-96 > .kt-inside-inner-col{padding-top:20px;padding-bottom:40px;}.kadence-column9012_2da9de-96 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);}.kadence-column9012_2da9de-96 > .kt-inside-inner-col,.kadence-column9012_2da9de-96 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_2da9de-96 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_2da9de-96 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_2da9de-96 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_2da9de-96 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_2da9de-96{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_2da9de-96 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_2da9de-96 > .kt-inside-inner-col{border-top:3px solid var(--global-palette1, #3182CE);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_2da9de-96\" id=\"LESSON4\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7, .wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"] .kb-adv-heading-icon{font-size:48px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_9bb6f9-b7[data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h2 class=\"kt-adv-heading9012_9bb6f9-b7 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_9bb6f9-b7\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_chevron-circle-right kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 512 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm113.9 231L234.4 103.5c-9.4-9.4-24.6-9.4-33.9 0l-17 17c-9.4 9.4-9.4 24.6 0 33.9L285.1 256 183.5 357.6c-9.4 9.4-9.4 24.6 0 33.9l17 17c9.4 9.4 24.6 9.4 33.9 0L369.9 273c9.4-9.4 9.4-24.6 0-34z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">LI\u00c7\u00c3O 4: Priorizando e Planificando a Transforma\u00e7\u00e3o HEMIS<\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e, .wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e[data-kb-block=\"kb-adv-heading9012_de8d24-6e\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e[data-kb-block=\"kb-adv-heading9012_de8d24-6e\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_de8d24-6e[data-kb-block=\"kb-adv-heading9012_de8d24-6e\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_de8d24-6e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_de8d24-6e\">Esta sess\u00e3o sincr\u00f4nica colaborativa durar\u00e1 90 minutos. Focada em implementa\u00e7\u00e3o, esta sess\u00e3o ajudar\u00e1 os participantes a realizar a transi\u00e7\u00e3o da arquitetura conceitual para a planifica\u00e7\u00e3o de transforma\u00e7\u00e3o acion\u00e1veis e escalonada. Os exerc\u00edcios colaborativos te guiar\u00e3o na avalia\u00e7\u00e3o dos interc\u00e2mbios entre custos, impacto e viabilidade, mapeando as depend\u00eancias entre reformas t\u00e9cnicas e governan\u00e7as, e explorando oportunidades estrat\u00e9gicas para o alinhamento regional e interoperabilidade.  <\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79, .wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79[data-kb-block=\"kb-adv-heading9012_eb8f98-79\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79[data-kb-block=\"kb-adv-heading9012_eb8f98-79\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79[data-kb-block=\"kb-adv-heading9012_eb8f98-79\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79[data-kb-block=\"kb-adv-heading9012_eb8f98-79\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_eb8f98-79[data-kb-block=\"kb-adv-heading9012_eb8f98-79\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><h2 class=\"kt-adv-heading9012_eb8f98-79 wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_eb8f98-79\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fas_laptop kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 640 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M624 416H381.54c-.74 19.81-14.71 32-32.74 32H288c-18.69 0-33.02-17.47-32.77-32H16c-8.8 0-16 7.2-16 16v16c0 35.2 28.8 64 64 64h512c35.2 0 64-28.8 64-64v-16c0-8.8-7.2-16-16-16zM576 48c0-26.4-21.6-48-48-48H112C85.6 0 64 21.6 64 48v336h512V48zm-64 272H128V64h384v256z\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Sess\u00e3o Sincr\u00f4nica 3: Priorizando as estrat\u00e9gias de interven\u00e7\u00f5es de solidifica\u00e7\u00e3o de HEMIS e Oportunidades de colabora\u00e7\u00e3o regional.<\/span><\/h2>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea, .wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea[data-kb-block=\"kb-adv-heading9012_95006b-ea\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea[data-kb-block=\"kb-adv-heading9012_95006b-ea\"]{display:flex;gap:0.25em;align-items:center;}.wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea[data-kb-block=\"kb-adv-heading9012_95006b-ea\"] .kb-adv-heading-icon svg{width:1em;height:1em;}.wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea[data-kb-block=\"kb-adv-heading9012_95006b-ea\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_95006b-ea[data-kb-block=\"kb-adv-heading9012_95006b-ea\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style><p class=\"kt-adv-heading9012_95006b-ea wp-block-kadence-advancedheading kt-adv-heading-has-icon has-theme-palette1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_95006b-ea\"><span class=\"kb-svg-icon-wrap kb-adv-heading-icon kb-svg-icon-fe_calendar kb-adv-heading-icon-side-left\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"18\" rx=\"2\" ry=\"2\"\/><line x1=\"16\" y1=\"2\" x2=\"16\" y2=\"6\"\/><line x1=\"8\" y1=\"2\" x2=\"8\" y2=\"6\"\/><line x1=\"3\" y1=\"10\" x2=\"21\" y2=\"10\"\/><\/svg><\/span><span class=\"kb-adv-text-inner\">Ter\u00e7a-feira, 25 de Agosto \u2013 14h00-15h30 (SAST \u2013 GMT+2)<\/span><\/p>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_86004b-29{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_86004b-29 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_86004b-29 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_86004b-29 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_86004b-29\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_908a95-96.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn9012_908a95-96 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\"><span class=\"kt-btn-inner-text\"><strong>Acesse a Sess\u00e3o ao Vivo<\/strong><\/span><\/span><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb, .wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb[data-kb-block=\"kb-adv-heading9012_3e6c5b-fb\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb[data-kb-block=\"kb-adv-heading9012_3e6c5b-fb\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_3e6c5b-fb[data-kb-block=\"kb-adv-heading9012_3e6c5b-fb\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_3e6c5b-fb wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_3e6c5b-fb\">Exerc\u00edcio Individual 4: Do Diagn\u00f3stico da HEMIS at\u00e9 o plano de a\u00e7\u00e3o para fortalecer o sistema<\/h2>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns9012_dd5564-a8{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns9012_dd5564-a8 .kt-button{font-weight:normal;font-style:normal;}.kt-btns9012_dd5564-a8 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns9012_dd5564-a8 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns9012_dd5564-a8\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn9012_77b1ca-e8.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn9012_77b1ca-e8 kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/Individual-exercise-4-From-HEMIS-diagnosis-to-action-plan-for-system-strengthening.docx\" download=\"\"><span class=\"kt-btn-inner-text\">Instru\u00e7\u00f5es para a tarefa<\/span><\/a><\/div>\n\n\n<div class=\"wp-block-kadence-advanced-form wp-block-kadence-advanced-form8676-cpt-id kb-adv-form-label-style-normal kb-adv-form-input-size-standard kb-form-basic-style\"><form id=\"kb-adv-form-8676-cpt-id\" class=\"kb-advanced-form\" method=\"post\">\n<style>.kb-row-layout-id8676_75d70f-f1 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8676_75d70f-f1 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8676_75d70f-f1 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id8676_75d70f-f1 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8676_75d70f-f1 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id8676_75d70f-f1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8676_75d70f-f1 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8676_79f762-94 > .kt-inside-inner-col,.kadence-column8676_79f762-94 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8676_79f762-94 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8676_79f762-94 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8676_79f762-94 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8676_79f762-94 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8676_79f762-94{position:relative;}@media all and (max-width: 1024px){.kadence-column8676_79f762-94 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8676_79f762-94 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8676_79f762-94\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8676ff7132-ca wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8676ff7132-ca\">Name<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldff7132-ca\" id=\"field8676ff7132-ca\" data-label=\"Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8676_0567ce-22 > .kt-inside-inner-col,.kadence-column8676_0567ce-22 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8676_0567ce-22 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8676_0567ce-22 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8676_0567ce-22 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8676_0567ce-22 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8676_0567ce-22{position:relative;}@media all and (max-width: 1024px){.kadence-column8676_0567ce-22 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8676_0567ce-22 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8676_0567ce-22\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8676c815b9-ba wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8676c815b9-ba\">Surname<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldc815b9-ba\" id=\"field8676c815b9-ba\" data-label=\"Surname\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8676_9f7b92-14 > .kt-inside-inner-col,.kadence-column8676_9f7b92-14 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8676_9f7b92-14 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8676_9f7b92-14 > .kt-inside-inner-col{flex-direction:column;}.kadence-column8676_9f7b92-14 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8676_9f7b92-14 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8676_9f7b92-14{position:relative;}@media all and (max-width: 1024px){.kadence-column8676_9f7b92-14 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8676_9f7b92-14 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8676_9f7b92-14\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field8676b64439-a0 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field8676b64439-a0\">Country<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"fieldb64439-a0\" id=\"field8676b64439-a0\" data-label=\"Country\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n\n<style>.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col,.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col{flex-direction:column;}.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8676_ff1c4b-5d{position:relative;}@media all and (max-width: 1024px){.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8676_ff1c4b-5d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8676_ff1c4b-5d\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field86760eb5be-de wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field86760eb5be-de\">Organization<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field0eb5be-de\" id=\"field86760eb5be-de\" data-label=\"Organization\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id8676_aa4114-85 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id8676_aa4114-85 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id8676_aa4114-85 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id8676_aa4114-85 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id8676_aa4114-85 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id8676_aa4114-85 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id8676_aa4114-85 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column8676_13cf8b-ad > .kt-inside-inner-col,.kadence-column8676_13cf8b-ad > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column8676_13cf8b-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column8676_13cf8b-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column8676_13cf8b-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column8676_13cf8b-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column8676_13cf8b-ad{position:relative;}@media all and (max-width: 1024px){.kadence-column8676_13cf8b-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column8676_13cf8b-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column8676_13cf8b-ad\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-file-type-input kb-adv-form-infield-type-input kb-field8676120496-4c wp-block-kadence-advanced-form-file\"><label class=\"kb-adv-form-label\" for=\"field8676120496-4c\">Upload the assignment<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field120496-4c\" id=\"field8676120496-4c\" data-label=\"Upload the assignment\" type=\"file\" placeholder=\"\" value=\"\" data-type=\"file\" class=\"kb-field kb-file-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>ul.menu .kb-submit-field .kb-btna7de25-8f.kb-button{width:initial;}.kb-submit-field.kb-fielda7de25-8f{justify-content:flex-start;}<\/style><div class=\"kb-adv-form-field kb-submit-field kb-fielda7de25-8f wp-block-kadence-advanced-form-submit\"><button class=\"kb-button kt-button button kb-adv-form-submit-button kb-btna7de25-8f kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false\" type=\"submit\"><span class=\"kt-btn-inner-text\">Submit<\/span><\/button><\/div>\n<input type=\"hidden\" name=\"_kb_adv_form_post_id\" value=\"8676\"><input type=\"hidden\" name=\"action\" value=\"kb_process_advanced_form_submit\"><input type=\"hidden\" name=\"_kb_adv_form_id\" value=\"8676-cpt-id\"><\/form><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71, .wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71[data-kb-block=\"kb-adv-heading9012_590ee5-71\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71[data-kb-block=\"kb-adv-heading9012_590ee5-71\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_590ee5-71[data-kb-block=\"kb-adv-heading9012_590ee5-71\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_590ee5-71 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_590ee5-71\">Estudo de casos<\/h2>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_021620-72:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_021620-72 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_021620-72 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_021620-72 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_021620-72 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_021620-72 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_021620-72 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_c4801b-24 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_c4801b-24\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/National-GAP-Analysis-for-selected-SADC-countries_qk.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">An\u00e1lise de GAP Nacional para pa\u00edses SADC Selecionados<\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_23d893-af .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_23d893-af\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/08\/National-Case-Study-South-Africa-v2.pptx\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Estudo de caso nacional &#8211; \u00c1frica do Sul<\/span><\/a><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9, .wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9[data-kb-block=\"kb-adv-heading9012_998add-d9\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9[data-kb-block=\"kb-adv-heading9012_998add-d9\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_998add-d9[data-kb-block=\"kb-adv-heading9012_998add-d9\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading9012_998add-d9 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading9012_998add-d9\">Neste v\u00eddeo, o Dr. Charles Sheppard apresenta o Higher Education Management Information System (Sistema de Gest\u00e3o de Informa\u00e7\u00e3o de Ensino Superior, HEMIS) da \u00c1frica do Sul, como um exemplo de um sistema de dados de ensino superior nacional mais maduro. A sess\u00e3o examina como os dados s\u00e3o recolhidos, validados e utilizados para apoiar o planejamento, o financiamento, a garantia de qualidade, a elabora\u00e7\u00e3o de pol\u00edticas e o monitoramento institucional. Os participantes tamb\u00e9m explorar\u00e3o os acordos de govern\u00e2ncia, processos de relat\u00f3rio e indicadores de desempenho que sustentam as tomas de decis\u00e3o baseadas em evid\u00eancias dentro do sector do ensio superior da \u00c1frica do Sul.  <\/p>\n\n\n<style>.kb-row-layout-id9012_e4472b-04 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id9012_e4472b-04 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id9012_e4472b-04 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id9012_e4472b-04 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id9012_e4472b-04 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id9012_e4472b-04 > .kt-row-layout-overlay{opacity:0.30;}@media all and 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.kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_164805-58 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_164805-58 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_164805-58 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_164805-58 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_164805-58{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_164805-58 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_164805-58 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_164805-58\"><div class=\"kt-inside-inner-col\"><style>.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap .kt-video-svg-icon{color:#ffffff;}.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap .kt-video-svg-icon > svg{stroke-width:2;}.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap .kadence-video-overlay{opacity:0.3;;mix-blend-mode:none;;background:#000000;;}.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap:hover .kadence-video-overlay{opacity:0.5;;}.glightbox-kadence-dark.kadence-popup-9012_557b14-9e .goverlay{background:#000000;opacity:0.8;}.glightbox-container.kadence-popup-9012_557b14-9e .gclose path, .glightbox-container.kadence-popup-9012_557b14-9e .gnext path, .glightbox-container.kadence-popup-9012_557b14-9e .gprev path{fill:#ffffff;}.glightbox-container.kadence-popup-9012_557b14-9e .gslide-video, .glightbox-container.kadence-popup-9012_557b14-9e .gvideo-local{max-width:900px !important;}@media all and (max-width: 1024px){.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}@media all and (max-width: 767px){.kadence-video-popup9012_557b14-9e .kadence-video-popup-wrap{border-top-color:rgba(255,255,255,0.8);border-top-style:solid;border-right-color:rgba(255,255,255,0.8);border-right-style:solid;border-bottom-color:rgba(255,255,255,0.8);border-bottom-style:solid;border-left-color:rgba(255,255,255,0.8);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-videopopup kadence-video-popup9012_557b14-9e\"><div class=\"kadence-video-popup-wrap kadence-video-noshadow\"><div class=\"kadence-video-intrinsic \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-LESSON-4-PT.jpg\" alt=\"\" width=\"1280\" height=\"720\" class=\"kadence-video-poster wp-image-9933\" srcset=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-LESSON-4-PT.jpg 1280w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-LESSON-4-PT-300x169.jpg 300w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-LESSON-4-PT-1024x576.jpg 1024w, https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/09\/DATA-M3-LESSON-4-PT-768x432.jpg 768w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><div class=\"kadence-video-overlay\"><\/div><a class=\"kadence-video-popup-link kadence-video-type-external\" href=\"https:\/\/youtu.be\/mADkJzulU90\" role=\"button\" data-popup-class=\"kadence-popup-9012_557b14-9e\" data-effect=\"none\" data-popup-id=\"kadence-local-video-9012_557b14-9e\" data-popup-auto=\"true\" data-youtube-cookies=\"true\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_play kt-video-svg-icon kt-video-svg-icon-style-default kt-video-svg-icon-fas play kt-video-play-animation-none kt-video-svg-icon-size-auto\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  role=\"img\"><title>Play<\/title><path d=\"M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z\"\/><\/svg><\/span><\/a><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column9012_774c18-8f > .kt-inside-inner-col,.kadence-column9012_774c18-8f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_774c18-8f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_774c18-8f > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_774c18-8f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_774c18-8f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_774c18-8f{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_774c18-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_774c18-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_774c18-8f\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column9012_835cbf-06 > .kt-inside-inner-col,.kadence-column9012_835cbf-06 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column9012_835cbf-06 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column9012_835cbf-06 > .kt-inside-inner-col{flex-direction:column;}.kadence-column9012_835cbf-06 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column9012_835cbf-06 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column9012_835cbf-06{position:relative;}@media all and (max-width: 1024px){.kadence-column9012_835cbf-06 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column9012_835cbf-06 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column9012_835cbf-06\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16, .wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16[data-kb-block=\"kb-adv-heading9012_2c738d-16\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16[data-kb-block=\"kb-adv-heading9012_2c738d-16\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_2c738d-16[data-kb-block=\"kb-adv-heading9012_2c738d-16\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_2c738d-16 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_2c738d-16\">Additional resources for the case study<\/h2>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_60fe9b-50:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_60fe9b-50 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_60fe9b-50 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_60fe9b-50 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_60fe9b-50 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_60fe9b-50 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_60fe9b-50 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_24dccb-28 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_24dccb-28\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/08\/Guideline-Document-for-Development-of-Quals-signed.pdf__textPurpose-of-this-DocumenttextAnnexure-A_-SAQAs-Organising-Fields-and-Sub-Fields.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Documento de normas &#8211; SAQA&#8217;S Organizando \u00c1reas e Sub\u00e1reas<\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_e72976-14 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_e72976-14\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/08\/PUB_VitalStsats-2023_public-higher-education_202509-1.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">PUB_VitalStsats 2023_public higher education_202509<\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_a8aaba-55 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_a8aaba-55\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/08\/Statistics-on-Post-School-Education-and-Training-in-South-Africa-2023.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Estat\u00edsticas de Educa\u00e7\u00e3o e Forma\u00e7\u00e3o P\u00f3s-Escola na \u00c1frica do Sul, 2023<\/span><\/a><\/li>\n<\/ul><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70, .wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70[data-kb-block=\"kb-adv-heading9012_a41289-70\"]{font-style:normal;text-transform:uppercase;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70[data-kb-block=\"kb-adv-heading9012_a41289-70\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading9012_a41289-70[data-kb-block=\"kb-adv-heading9012_a41289-70\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading9012_a41289-70 wp-block-kadence-advancedheading has-theme-palette-1-color has-text-color\" data-kb-block=\"kb-adv-heading9012_a41289-70\">Recursos Adicionais<\/h2>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_16dfbd-b0:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_16dfbd-b0 ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_16dfbd-b0 ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_16dfbd-b0 .kb-svg-icon-wrap{color:var(--global-palette1, #3182CE);}.wp-block-kadence-iconlist.kt-svg-icon-list-items9012_16dfbd-b0 ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:10px;}.kt-svg-icon-list-items9012_16dfbd-b0 ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items9012_16dfbd-b0 kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-9012_6a5d40-db .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_6a5d40-db\"><a href=\"https:\/\/haqaa3.obreal.org\/wp-content\/uploads\/2026\/07\/ANNEX-186_-PDU-Final_Road_Map_to_Enhance_Higher_Education_Data_Collection_Capacity_in_Africa-1.pdf\" class=\"kt-svg-icon-link\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Iniciativa HAQAA2 (2023). Mapa para aperfei\u00e7oar a capacidade de recoleta de dados de ensino superior na \u00c1frica <\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_5568a4-90 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_5568a4-90\"><a href=\"https:\/\/unesdoc.unesco.org\/ark:\/48223\/pf0000190032\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">UNESCO. (2018). Avaliando a qualidade de dados educativos na Comunidade de Desevolvimendo no Sul da \u00c1frica (Southern African Development Community, SADC): Uma s\u00edntese da avalia\u00e7\u00e3o de sete pa\u00edses.<\/span><\/a><\/li>\n\n\n<style>.kt-svg-icon-list-item-9012_6a12d2-ca .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-9012_6a12d2-ca\"><a href=\"https:\/\/universitybusiness.co.uk\/hesa-data-collected\/\" class=\"kt-svg-icon-link\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowDown kt-svg-icon-list-single\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"12\" y1=\"5\" x2=\"12\" y2=\"19\"\/><polyline points=\"19 12 12 19 5 12\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Explorando HESA: &#8220;Introdu\u00e7\u00e3o \u00e0 Analise e Recoleta de Dados de Estudantes&#8221; (2025 &#8211; )<\/span><\/a><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FORMA\u00c7\u00d5ES HAQAA Forma\u00e7\u00e3o online em Dados de Ensino Superior M\u00d3DULO 3 Desenvolvendo e Operando HEMIS ao n\u00edvel Nacional e Regional Bem-vindos ao M\u00f3dulo 3. Este m\u00f3dulo transfere o nosso foco de sistemas de dados universit\u00e1rios individuais ao ecossistema amplio do ensino superior nacional e regional. Ao longo das pr\u00f3ximas semanas, exploraremos como os governos, ag\u00eancias&#8230;<\/p>\n","protected":false},"author":7,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-9012","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>M\u00f3dulo de Dados 3 - HAQAA3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/haqaa3.obreal.org\/pt-pt\/modulo-de-dados-3\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"M\u00f3dulo de Dados 3 - HAQAA3\" \/>\n<meta property=\"og:description\" content=\"FORMA\u00c7\u00d5ES HAQAA Forma\u00e7\u00e3o online em Dados de Ensino Superior M\u00d3DULO 3 Desenvolvendo e Operando HEMIS ao n\u00edvel Nacional e Regional Bem-vindos ao M\u00f3dulo 3. 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