{"id":894,"date":"2026-04-17T09:47:48","date_gmt":"2026-04-17T12:47:48","guid":{"rendered":"https:\/\/ufpr.br\/observaevasao\/?page_id=894"},"modified":"2026-08-11T13:13:33","modified_gmt":"2026-08-11T16:13:33","slug":"hub","status":"publish","type":"page","link":"https:\/\/ufpr.br\/observaevasao\/hub\/","title":{"rendered":"Hub de Conhecimento"},"content":{"rendered":"\n<p>Bem-vindo ao <strong>Hub de Conhecimento<\/strong> do Observat\u00f3rio \u2014 um ecossistema de aprendizado compartilhado e colaborativo. Este portal \u00e9 o ponto de encontro onde estudos t\u00e9cnicos, relat\u00f3rios e produ\u00e7\u00f5es acad\u00eamicas sobre ingresso, perman\u00eancia, evas\u00e3o e a jornada do estudante na UFPR se tornam acess\u00edveis a toda a sociedade.<\/p>\n\n\n\n<p>Al\u00e9m de reunir os materiais do Observat\u00f3rio e da Comiss\u00e3o de Combate \u00e0 Evas\u00e3o e Baixa Procura, este espa\u00e7o \u00e9 aberto \u00e0 comunidade acad\u00eamica para divulgar pesquisas locais sobre o tema.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<div style=\"width:100%;max-width:1250px;margin:auto;background:white;border:1px solid #d9d9d9;border-radius:12px;overflow:hidden;font-family:Arial, sans-serif\">\n\n  <div style=\"background:#081959;color:white;padding:22px 28px;text-align:center\">\n    <h1 style=\"margin:0;font-size:1.4rem\">Estudos e Pesquisas sobre Evas\u00e3o Institucional<\/h1>\n    <p style=\"margin:4px 0 0;font-size:0.9rem;opacity:0.9\">Mapeamento de relat\u00f3rios t\u00e9cnicos, teses, disserta\u00e7\u00f5es e artigos cient\u00edficos.<\/p>\n  <\/div>\n\n  <table style=\"width:100%;border-collapse:collapse;text-align:left;font-size:0.9rem\">\n    <thead>\n      <tr style=\"background:#e6f0fa;color:#003c71\">\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:20%\">T\u00edtulo do Estudo<\/th>\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:25%\">Assunto<\/th>\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:20%\">Autores<\/th>\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:8%;text-align:center\">Data<\/th>\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:15%\">Tipo do Arquivo<\/th>\n        <th style=\"padding:12px 14px;border-bottom:1px solid #d9d9d9;width:12%;text-align:center\">Acesso<\/th>\n      <\/tr>\n    <\/thead>\n\n    <tbody>\n\n      <!-- Linha 1 (Branca) -->\n      <tr style=\"background:#ffffff;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">Academic Dropout Prediction Using Institutional Data: A Comparative Study of Machine Learning Methods<\/td>\n        <td style=\"padding:12px 14px\">Estudo comparativo de algoritmos de aprendizado de m\u00e1quina aplicados a dados institucionais para previs\u00e3o precoce do risco de evas\u00e3o.<\/td>\n        <td style=\"padding:12px 14px\">Leonardo Gomes de Melo; Lineu Alberto Cavazani de Freitas; Anderson Ara.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2026<\/td>\n        <td style=\"padding:12px 14px\">Artigo Cient\u00edfico<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/journal.teknologipendidikan.or.id\/index.php\/jetsar\/article\/view\/73\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 2 (Azul bem claro) -->\n      <tr style=\"background:#f4f8fc;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">DESEMPENHO ACAD\u00caMICO E PROGRESS\u00c3O CURRICULAR DOS ESTUDANTES DE MEDICINA DA UFPR CAMPUS CURITIBA ENTRE 2019 E 2025<\/td>\n        <td style=\"padding:12px 14px\">Avalia\u00e7\u00e3o do rendimento acad\u00eamico, reten\u00e7\u00e3o e trajet\u00f3ria de integraliza\u00e7\u00e3o curricular do curso de Medicina durante o per\u00edodo de 2019 a 2025.<\/td>\n        <td style=\"padding:12px 14px\">Al\u00edcia Gomes Kinap.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2026<\/td>\n        <td style=\"padding:12px 14px\">Estudo T\u00e9cnico<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/ufpr.br\/observaevasao\/wp-content\/uploads\/sites\/27\/2026\/07\/apresentacao-alicia.pdf\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 3 (Branca) -->\n      <tr style=\"background:#ffffff;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">Intelig\u00eancia de Dados e Modelagem Preditiva na Gest\u00e3o Universit\u00e1ria: O Observat\u00f3rio de Evas\u00e3o da UFPR como Ferramenta de Apoio \u00e0 Decis\u00e3o<\/td>\n        <td style=\"padding:12px 14px\">Apresenta\u00e7\u00e3o da estrutura, intelig\u00eancia de dados e aplica\u00e7\u00e3o de modelos preditivos do Observat\u00f3rio de Evas\u00e3o da UFPR para suporte \u00e0 tomada de decis\u00e3o na gest\u00e3o acad\u00eamica.<\/td>\n        <td style=\"padding:12px 14px\">Lineu Alberto Cavazani de Freitas; Leonardo Gomes de Melo; Edicleia Furlanetto; Eliane Felisbino; Vitor Hiei Noriduki Fujimoto.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2026<\/td>\n        <td style=\"padding:12px 14px\">Artigo Cient\u00edfico<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/sol.sbc.org.br\/index.php\/wcge\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 4 (Azul bem claro) -->\n      <tr style=\"background:#f4f8fc;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">Evas\u00e3o na UFPR: Identifica\u00e7\u00e3o e Antecipa\u00e7\u00e3o<\/td>\n        <td style=\"padding:12px 14px\">An\u00e1lise quantitativa e aplica\u00e7\u00e3o de modelos estat\u00edsticos e preditivos para mapeamento e compreens\u00e3o da evas\u00e3o acad\u00eamica na institui\u00e7\u00e3o.<\/td>\n        <td style=\"padding:12px 14px\">Leonardo Gomes de Melo; Lineu Alberto Cavazani de Freitas.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2025<\/td>\n        <td style=\"padding:12px 14px\">Estudo T\u00e9cnico<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/ufpr.br\/observaevasao\/wp-content\/uploads\/sites\/27\/2026\/05\/relatorio-de-evasao-analise-e-modelagem.pdf\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 5 (Branca) -->\n      <tr style=\"background:#ffffff;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">Evas\u00e3o na educa\u00e7\u00e3o superior e trajet\u00f3rias estudantis : an\u00e1lise longitudinal dos percursos dos estudantes em cursos de gradua\u00e7\u00e3o da Universidade Federal do Paran\u00e1<\/td>\n        <td style=\"padding:12px 14px\">Estudo longitudinal abrangente sobre os fatores determinantes do abandono e acompanhamento das trajet\u00f3rias de gradua\u00e7\u00e3o na UFPR.<\/td>\n        <td style=\"padding:12px 14px\">Paulo Feres Bockor.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2025<\/td>\n        <td style=\"padding:12px 14px\">Disserta\u00e7\u00e3o <\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/acervodigital.ufpr.br\/xmlui\/handle\/1884\/101841\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 6 (Azul bem claro) -->\n      <tr style=\"background:#f4f8fc;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">&#8220;INFELIZMENTE, A FEDERAL N\u00c3O \u00c9 PARA TODOS\u201d: DESVELANDO DESIGUALDADES NA EDUCA\u00c7\u00c3O SUPERIOR A PARTIR DA PERCEP\u00c7\u00c3O DO ESTUDANTE EVADIDO DOS CURSOS DA UFPR<\/td>\n        <td style=\"padding:12px 14px\">Investiga\u00e7\u00e3o qualitativa sobre aspectos socioecon\u00f4micos e institucionais que influenciam o abandono escolar a partir do relato de ex-alunos.<\/td>\n        <td style=\"padding:12px 14px\">Eliane Felisbino.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2024<\/td>\n        <td style=\"padding:12px 14px\">Tese de Mestrado<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/acervodigital.ufpr.br\/xmlui\/handle\/1884\/87266\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n      <!-- Linha 7 (Branca) -->\n      <tr style=\"background:#ffffff;border-bottom:1px solid #d9d9d9\">\n        <td style=\"padding:12px 14px;font-weight:bold\">AS DIMENS\u00d5ES DA EVAS\u00c3O NA UNIVERSIDADE FEDERAL DO PARAN\u00c1<\/td>\n        <td style=\"padding:12px 14px\">Diagn\u00f3stico multidimensional sobre as diferentes facetas e perfis da evas\u00e3o acad\u00eamica nos cursos de gradua\u00e7\u00e3o da universidade.<\/td>\n        <td style=\"padding:12px 14px\">Tommaso Lilli; Viviane Vidal Pereira dos Santos; Maria Tarcisa Bega.<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">2021<\/td>\n        <td style=\"padding:12px 14px\">Estudo T\u00e9cnico<\/td>\n        <td style=\"padding:12px 14px;text-align:center\">\n          <a href=\"https:\/\/ufpr.br\/observaevasao\/wp-content\/uploads\/sites\/27\/2026\/07\/Relatorio-AS-DIMENSOES-DA-EVASAO-NA-UFPR-2.pdf\" target=\"_blank\" style=\"padding:6px 12px;border-radius:6px;background:#e6f0fa;color:#003c71;border:1px solid #003c71;text-decoration:none;font-size:0.82rem;font-weight:bold\">Link<\/a>\n        <\/td>\n      <\/tr>\n\n    <\/tbody>\n  <\/table>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Bem-vindo ao Hub de Conhecimento do Observat\u00f3rio \u2014 um ecossistema de aprendizado compartilhado e colaborativo. Este portal \u00e9 o ponto de encontro onde estudos t\u00e9cnicos, relat\u00f3rios e produ\u00e7\u00f5es acad\u00eamicas sobre ingresso, perman\u00eancia, evas\u00e3o e a jornada do estudante na UFPR se tornam acess\u00edveis a toda a sociedade. Al\u00e9m de reunir os materiais do Observat\u00f3rio e [&hellip;]<\/p>\n","protected":false},"author":114,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-894","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/pages\/894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/users\/114"}],"replies":[{"embeddable":true,"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/comments?post=894"}],"version-history":[{"count":129,"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/pages\/894\/revisions"}],"predecessor-version":[{"id":1485,"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/pages\/894\/revisions\/1485"}],"wp:attachment":[{"href":"https:\/\/ufpr.br\/observaevasao\/wp-json\/wp\/v2\/media?parent=894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}