FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO
| Ano de defesa: | 2025 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | , , , , |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal do Maranhão
|
| Programa de Pós-Graduação: |
PROGRAMA DE PÓS-GRADUAÇÃO EM SAÚDE E AMBIENTE/CCBS
|
| Departamento: |
COORDENAÇÃO DO CURSO DE FARMÁCIA/CCBS
|
| País: |
Brasil
|
| Palavras-chave em Português: | |
| Palavras-chave em Inglês: | |
| Área do conhecimento CNPq: | |
| Link de acesso: | https://tedebc.ufma.br/jspui/handle/tede/6697 |
Resumo: | Cervical cancer remains a significant public health challenge in Brazil, particularly in the state of Maranhão, where screening rates and vaccination coverage have historically been low. This study aimed to develop a digital tool capable of supporting situational diagnosis and enhancing municipal management in addressing the disease. The result was the creation of ONCOCALC, a digital calculator structured through methodologies such as the Delphi technique and based on threshold logic with internal proportionality. The tool incorporates five strategic indicators: Municipal Human Development Index (MHDI), HPV vaccination coverage, cytopathological screening coverage, hospitalizations, and mortality from cervical cancer. Data were sourced from official systems (DATASUS, SISCAN, SIM, SIH/SUS, and UNDP) covering the period from 2014 to 2023. Developed using web technologies (React.js, PHP, and RESTful APIs), ONCOCALC automates score calculations, generates analytical reports, and proposes evidence-based action plans. In its pilot implementation in the municipality of São Luís (Maranhão), the final score was 3.3 out of 10, classified as "poor", highlighting low vaccination coverage (12.9%), limited screening, and high rates of hospitalizations and deaths, despite a high MHDI. The tool demonstrated potential to support strategic decision-making, guide investments, and strengthen women's health surveillance. It is concluded that its adoption can enhance municipalities' response capacity and contribute to reducing regional disparities in cervical cancer control. |
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AMARAL, Flavia Maria Mendonça dohttp://lattes.cnpq.br/9334507801916334FERREIRA, Viviane Sousahttp://lattes.cnpq.br/9540852892015299AMARAL, Flavia Maria Mendonçahttp://lattes.cnpq.br/9334507801916334FERREIRA, Viviane Sousahttp://lattes.cnpq.br/9540852892015299BELFORT, Ilka Kassandra Pereirahttp://lattes.cnpq.br/7359488931067941CARTAGENES, Maria do Socorro de Sousahttp://lattes.cnpq.br/3013333572719007SARDINHA, Ana Helia Limahttp://lattes.cnpq.br/9055406575978202http://lattes.cnpq.br/9581633356383652ALVES, Nayara Gonçalves2026-01-20T11:52:08Z2025-07-15ALVES, Nayara Gonçalves.Ferramenta digital para gestão e diagnóstico situacional no controle do câncer do colo do útero. 2025. 54 f. Dissertação( Programa de Pós-graduação em Saúde e AmbienteCCBS) - Universidade Federal do Maranhão, São Luís, 2025.https://tedebc.ufma.br/jspui/handle/tede/6697Cervical cancer remains a significant public health challenge in Brazil, particularly in the state of Maranhão, where screening rates and vaccination coverage have historically been low. This study aimed to develop a digital tool capable of supporting situational diagnosis and enhancing municipal management in addressing the disease. The result was the creation of ONCOCALC, a digital calculator structured through methodologies such as the Delphi technique and based on threshold logic with internal proportionality. The tool incorporates five strategic indicators: Municipal Human Development Index (MHDI), HPV vaccination coverage, cytopathological screening coverage, hospitalizations, and mortality from cervical cancer. Data were sourced from official systems (DATASUS, SISCAN, SIM, SIH/SUS, and UNDP) covering the period from 2014 to 2023. Developed using web technologies (React.js, PHP, and RESTful APIs), ONCOCALC automates score calculations, generates analytical reports, and proposes evidence-based action plans. In its pilot implementation in the municipality of São Luís (Maranhão), the final score was 3.3 out of 10, classified as "poor", highlighting low vaccination coverage (12.9%), limited screening, and high rates of hospitalizations and deaths, despite a high MHDI. The tool demonstrated potential to support strategic decision-making, guide investments, and strengthen women's health surveillance. It is concluded that its adoption can enhance municipalities' response capacity and contribute to reducing regional disparities in cervical cancer control.O câncer de colo do útero continua sendo um desafio significativo para a saúde pública no Brasil, particularmente no estado do Maranhão, onde as taxas de rastreamento e a cobertura vacinal têm sido historicamente baixas. Este estudo teve como objetivo desenvolver uma ferramenta digital capaz de auxiliar o diagnóstico situacional e aprimorar a gestão municipal no enfrentamento da doença. O resultado foi a criação do ONCOCALC, uma calculadora digital estruturada por meio de metodologias como a técnica Delphi e baseada na lógica de limiar com proporcionalidade interna. A ferramenta incorpora cinco indicadores estratégicos: Índice de Desenvolvimento Humano Municipal (IDHM), cobertura vacinal contra o HPV, cobertura do rastreamento citopatológico, internações hospitalares e mortalidade por câncer de colo do útero. Os dados foram obtidos de sistemas oficiais (DATASUS, SISCAN, SIM, SIH/SUS e PNUD) abrangendo o período de 2014 a 2023. Desenvolvido com tecnologias web (React.js, PHP e APIs RESTful), o ONCOCALC automatiza cálculos de pontuação, gera relatórios analíticos e propõe planos de ação baseados em evidências. Em sua implementação piloto no município de São Luís (MA), a pontuação final foi de 3,3 (máximo de 10), classificada como "ruim", destacando-se a baixa cobertura vacinal (12.9%), o rastreamento limitado e as altas taxas de hospitalizações e óbitos, apesar do elevado IDHM. A ferramenta demonstrou potencial para subsidiar a tomada de decisões estratégicas, orientar investimentos e fortalecer a vigilância em saúde da mulher. Conclui-se que sua adoção pode ampliar a capacidade de resposta dos municípios e contribuir para a redução das disparidades regionais no controle do câncer do colo do útero.Submitted by Maria Aparecida (cidazen@gmail.com) on 2026-01-20T11:52:08Z No. of bitstreams: 1 NAYARA GONÇALVES ALVES.pdf: 1357315 bytes, checksum: ad29160fb0555c90295656b964c035f5 (MD5)Made available in DSpace on 2026-01-20T11:52:08Z (GMT). No. of bitstreams: 1 NAYARA GONÇALVES ALVES.pdf: 1357315 bytes, checksum: ad29160fb0555c90295656b964c035f5 (MD5) Previous issue date: 2025-07-15application/pdfporUniversidade Federal do MaranhãoPROGRAMA DE PÓS-GRADUAÇÃO EM SAÚDE E AMBIENTE/CCBSUFMABrasilCOORDENAÇÃO DO CURSO DE FARMÁCIA/CCBSGestão em Saúde;Tecnologia e Inovação em Saúde;Saúde DigitalHealth Management;Health Technology and Innovation;Digital HealthCancerologiaFERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERODIGITAL TOOL FOR MANAGEMENT AND DIAGNOSIS SITUATIONAL IN THE CONTROL OF CERVICAL CANCERinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFMAinstname:Universidade Federal do Maranhão (UFMA)instacron:UFMAORIGINALNAYARA GONÇALVES ALVES.pdfNAYARA GONÇALVES ALVES.pdfapplication/pdf1357315http://tedebc.ufma.br:8080/bitstream/tede/6697/2/NAYARA+GON%C3%87ALVES+ALVES.pdfad29160fb0555c90295656b964c035f5MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82255http://tedebc.ufma.br:8080/bitstream/tede/6697/1/license.txt97eeade1fce43278e63fe063657f8083MD51tede/66972026-01-20 08:52:08.194oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttps://tedebc.ufma.br/jspui/PUBhttp://tedebc.ufma.br:8080/oai/requestrepositorio@ufma.bropendoar:21312026-01-20T11:52:08Biblioteca Digital de Teses e Dissertações da UFMA - Universidade Federal do Maranhão (UFMA)false |
| dc.title.por.fl_str_mv |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| dc.title.alternative.eng.fl_str_mv |
DIGITAL TOOL FOR MANAGEMENT AND DIAGNOSIS SITUATIONAL IN THE CONTROL OF CERVICAL CANCER |
| title |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| spellingShingle |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO ALVES, Nayara Gonçalves Gestão em Saúde; Tecnologia e Inovação em Saúde; Saúde Digital Health Management; Health Technology and Innovation; Digital Health Cancerologia |
| title_short |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| title_full |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| title_fullStr |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| title_full_unstemmed |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| title_sort |
FERRAMENTA DIGITAL PARA GESTÃO E DIAGNÓSTICO SITUACIONAL NO CONTROLE DO CÂNCER DO COLO DO ÚTERO |
| author |
ALVES, Nayara Gonçalves |
| author_facet |
ALVES, Nayara Gonçalves |
| author_role |
author |
| dc.contributor.advisor1.fl_str_mv |
AMARAL, Flavia Maria Mendonça do |
| dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/9334507801916334 |
| dc.contributor.advisor-co1.fl_str_mv |
FERREIRA, Viviane Sousa |
| dc.contributor.advisor-co1Lattes.fl_str_mv |
http://lattes.cnpq.br/9540852892015299 |
| dc.contributor.referee1.fl_str_mv |
AMARAL, Flavia Maria Mendonça |
| dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/9334507801916334 |
| dc.contributor.referee2.fl_str_mv |
FERREIRA, Viviane Sousa |
| dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/9540852892015299 |
| dc.contributor.referee3.fl_str_mv |
BELFORT, Ilka Kassandra Pereira |
| dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/7359488931067941 |
| dc.contributor.referee4.fl_str_mv |
CARTAGENES, Maria do Socorro de Sousa |
| dc.contributor.referee4Lattes.fl_str_mv |
http://lattes.cnpq.br/3013333572719007 |
| dc.contributor.referee5.fl_str_mv |
SARDINHA, Ana Helia Lima |
| dc.contributor.referee5Lattes.fl_str_mv |
http://lattes.cnpq.br/9055406575978202 |
| dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/9581633356383652 |
| dc.contributor.author.fl_str_mv |
ALVES, Nayara Gonçalves |
| contributor_str_mv |
AMARAL, Flavia Maria Mendonça do FERREIRA, Viviane Sousa AMARAL, Flavia Maria Mendonça FERREIRA, Viviane Sousa BELFORT, Ilka Kassandra Pereira CARTAGENES, Maria do Socorro de Sousa SARDINHA, Ana Helia Lima |
| dc.subject.por.fl_str_mv |
Gestão em Saúde; Tecnologia e Inovação em Saúde; Saúde Digital |
| topic |
Gestão em Saúde; Tecnologia e Inovação em Saúde; Saúde Digital Health Management; Health Technology and Innovation; Digital Health Cancerologia |
| dc.subject.eng.fl_str_mv |
Health Management; Health Technology and Innovation; Digital Health |
| dc.subject.cnpq.fl_str_mv |
Cancerologia |
| description |
Cervical cancer remains a significant public health challenge in Brazil, particularly in the state of Maranhão, where screening rates and vaccination coverage have historically been low. This study aimed to develop a digital tool capable of supporting situational diagnosis and enhancing municipal management in addressing the disease. The result was the creation of ONCOCALC, a digital calculator structured through methodologies such as the Delphi technique and based on threshold logic with internal proportionality. The tool incorporates five strategic indicators: Municipal Human Development Index (MHDI), HPV vaccination coverage, cytopathological screening coverage, hospitalizations, and mortality from cervical cancer. Data were sourced from official systems (DATASUS, SISCAN, SIM, SIH/SUS, and UNDP) covering the period from 2014 to 2023. Developed using web technologies (React.js, PHP, and RESTful APIs), ONCOCALC automates score calculations, generates analytical reports, and proposes evidence-based action plans. In its pilot implementation in the municipality of São Luís (Maranhão), the final score was 3.3 out of 10, classified as "poor", highlighting low vaccination coverage (12.9%), limited screening, and high rates of hospitalizations and deaths, despite a high MHDI. The tool demonstrated potential to support strategic decision-making, guide investments, and strengthen women's health surveillance. It is concluded that its adoption can enhance municipalities' response capacity and contribute to reducing regional disparities in cervical cancer control. |
| publishDate |
2025 |
| dc.date.issued.fl_str_mv |
2025-07-15 |
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2026-01-20T11:52:08Z |
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info:eu-repo/semantics/masterThesis |
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ALVES, Nayara Gonçalves.Ferramenta digital para gestão e diagnóstico situacional no controle do câncer do colo do útero. 2025. 54 f. Dissertação( Programa de Pós-graduação em Saúde e AmbienteCCBS) - Universidade Federal do Maranhão, São Luís, 2025. |
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https://tedebc.ufma.br/jspui/handle/tede/6697 |
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ALVES, Nayara Gonçalves.Ferramenta digital para gestão e diagnóstico situacional no controle do câncer do colo do útero. 2025. 54 f. Dissertação( Programa de Pós-graduação em Saúde e AmbienteCCBS) - Universidade Federal do Maranhão, São Luís, 2025. |
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por |
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por |
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openAccess |
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application/pdf |
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Universidade Federal do Maranhão |
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UFMA |
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Brasil |
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COORDENAÇÃO DO CURSO DE FARMÁCIA/CCBS |
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Universidade Federal do Maranhão |
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