Health data, ethics, and governance: pathways to the common good in global health in contexts of power asymmetries, accelerated digitalization, and health vulnerabilities

Authors

DOI:

https://doi.org/10.5281/zenodo.20386148

Keywords:

Electronic Health Records. Global Health. Ethics. Health Governance. Technical Cooperation.

Abstract

Introduction: The exponential growth of health data, including electronic health records and information collected outside traditional healthcare settings, presents unprecedented opportunities and ethical challenges for global health. Accelerated digitalization and the influence of technology corporations increase vulnerabilities and inequalities, demanding a reassessment of health governance frameworks, particularly in contexts marked by power asymmetries. Objective: This study aims to analyze the ethical and governance challenges arising from the expansion of health data ecosystems in global health and to propose pathways oriented toward the common good, ensuring that data-driven initiatives reduce vulnerabilities and promote equity. Methodology: A qualitative literature review was conducted, covering studies, reports, and policy documents published between 2015 and 2025. Selection criteria included relevance, currency, and reliability, focusing on types of data, actors involved, trends in data collection and circulation, and the role of health data in surveillance and crisis response. Results and Discussion: Findings reveal that power asymmetries shape the production, control, and use of health data, highlighting practices of data colonialism that limit local autonomy and reinforce global inequalities. The increasing use of digital technologies and artificial intelligence offers opportunities for epidemiological surveillance and innovation but raises ethical risks related to privacy, commercial exploitation, and digital exclusion. Governance models oriented toward the common good require transparency, social participation, protection of vulnerable populations, and international cooperation to ensure equitable distribution of the benefits of health data. Conclusion: Implementing participatory and ethical health data governance frameworks is essential to strengthen local sovereignty, reduce inequalities, and establish a foundation for health data justice. Such approaches ensure that health data advance collective well-being and contribute to a more equitable global health landscape.

References

Alam, P., Bolio, A., Lin, L., & Larson, H. J. (2024). Stakeholders’ perceptions of personal health data sharing: A scoping review [Review of Stakeholders’ perceptions of personal health data sharing: A scoping review]. PLOS Digital Health, 3(11). Public Library of Science. https://doi.org/10.1371/journal.pdig.0000652

ARAÚJO, Flávio Eduardo Silva et al. A SAÚDE COLETIVA COMO ESPAÇO DE DIÁLOGO: INTERCÂMBIO DE SABERES ENTRE PROFISSIONAIS DA SAÚDE E EDUCAÇÃO. Revista Multidisciplinar do Nordeste Mineiro, v. 21, n. 02, p. 1-19, 2025. DOI: https://doi.org/10.61164/w0axck40.

Bak, M., Ploem, M. C., Tan, H. L., Blom, M. T., & Willems, D. L. (2023). Towards trust-based governance of health data research. Medicine Health Care and Philosophy, 26(2), 185. https://doi.org/10.1007/s11019-022-10134-8

Batifoulier, P., & Diaz-Bone, R. (2022). Perspectives on the economics and sociology of health. Contributions from the institutionalist approach of economics of convention -an introduction. HAL (Le

Centre Pour La Communication Scientifique Directe). https://hal.science/hal-03584852

Brall, C., Schröder‐Bäck, P., & Maeckelberghe, E. (2019). Ethical aspects of digital health from a justice point of view. European Journal of Public Health, 29, 18. https://doi.org/10.1093/eurpub/ckz167

Conclusion: Data Paradoxes. (2023). In The MIT Press eBooks (p. 213). The MIT Press. https://doi.org/10.7551/mitpress/14926.003.0010

CORREA, Joana Paula Carvalho et al. Indicadores de Qualidade no Sistema Único de Saúde: abordagens para Avaliação da Eficiência e Eficácia dos serviços prestados. INTERFERENCE: A JOURNAL OF AUDIO CULTURE, v. 11, n. 2, p. 2130-2140, 2025. DOI: http://doi.org/10.36557/2009-3578.2025v11n2p2130-2140.

CORRÊA, Joana Paula Carvalho et al. TRANSFORMAÇÃO DIGITAL NO SISTEMA ÚNICO DE SAÚDE: DESAFIOS, ESTRATÉGIAS E IMPLICAÇÕES PARA A GESTÃO PÚBLICA EM SAÚDE COLETIVA. Revista DCS, v. 22, n. 85, p. e4065-e4065, 2025. DOI: https://doi.org/10.54899/dcs.v22i85.4065.

Couldry, N., & Mejias, U. A. (2020). Health data and global power inequalities: challenging the world data order. Reciis, 14(4). https://doi.org/10.29397/reciis.v14i4.2243

DE BRITO, Lara Tuanna et al. SAÚDE COLETIVA-INOVAÇÕES TECNOLÓGICAS E OS DESAFIOS DA SAÚDE GLOBAL NO SÉCULO XXI. ARACÊ, v. 6, n. 4, p. 17338-17348, 2024. DOI: https://doi.org/10.56238/arev6n4-367.

DE GÓES, Amanda Tavares; HEDLER, Helga Cristina; MORESI, Eduardo Amadeu Dutra. Blockchain no setor público: um estudo bibliométrico. Boletim de Conjuntura (BOCA), v. 24, n. 71, p. 121-147, 2025. DOI: DOI: 10.56238/. Disponível em: https://revistaboletimconjuntura.com.br/boca/article/view/7987.

DE SOUZA, Bárbara Peixoto Nascimento Ferreira; DE ANDRADE FERREIRA, Sheila; MONTE, Mário Ferreira. Governança Pública e Inteligência Artificial na Saúde: Um Estudo Sobre Privacidade e Direitos Fundamentais. Pensar-Revista de Ciências Jurídicas, v. 30, p. 1-14, 2025. DOI: https://doi.org/10.5020/2317-2150.2025.14917.

DOS REIS, Thaís Silva et al. INTELIGÊNCIA ARTIFICIAL NA SAÚDE DO TRABALHADOR: DESAFIOS, PERSPECTIVAS E GOVERNANÇA TECNOLÓGICA. Editora Impacto Científico, p. 141-154, 2025. DOI: https://doi.org/10.56238/edimpacto2025.091-015.

DUARTE, Franciely Fernandes et al. INOVAÇÃO SOCIAL E SAÚDE COLETIVA: ESTRATÉGIAS COLABORATIVAS PARA O BEM-ESTAR POPULACIONAL. Revista Ibero-Americana de Humanidades, Ciências e Educação, [S. l.], v. 11, n. 7, p. 3013–3021, 2025. DOI: https://doi.org/10.51891/rease.v11i7.20451.

Erdoğan, A., Turcan, G., Doğan, O., & Coşkun, E. (2024). Prioritizing Digital Health: Key Municipal Services Identified Through Fuzzy Methods. DergiPark (Istanbul University). https://dergipark.org.tr/tr/pub/aita/issue/87553/1465981

Fast, L. (2023). Governing Data: Relationships, Trust & Ethics in Leveraging Data & Technology in Service of Humanitarian Health Delivery. Daedalus, 152(2), 125. https://doi.org/10.1162/daed_a_01996

Ferretti, A., Vayena, E., & Blasimme, A. (2023). Unlock digital health promotion in LMICs to benefit the youth [Review of Unlock digital health promotion in LMICs to benefit the youth]. PLOS Digital Health, 2(8). Public Library of Science. https://doi.org/10.1371/journal.pdig.0000315

Gonzalez‐Polledo, E. (2018). Can digital health save democracy? Meeting the cosmopolitical challenge of digital worlds. Journal of Social and Political Psychology, 6(2), 631. https://doi.org/10.5964/jspp.v6i2.939

GUIMARÃES, Mateus Henrique Dias et al. Gestão Participativa na Saúde Coletiva: Caminhos para a Efetivação de Políticas Públicas Locais. Brazilian Journal of Implantology and Health Sciences, v. 7, n. 2, p. 1495-1503, 2025. DOI: https://doi.org/10.36557/2674-8169.2025v7n2p1495-1503

GUIMARÃES, Mateus Henrique Dias et al. INDICADORES DE SAÚDE COLETIVA: FERRAMENTAS PARA AVALIAÇÃO DA QUALIDADE E EFETIVIDADE DAS POLÍTICAS PÚBLICAS. ARACÊ, v. 7, n. 7, p. 36607-36616, 2025. DOI: https://doi.org/10.56238/arev7n7-083.

GUIMARÃES, Mateus Henrique Dias et al. PROMOÇÃO DA SAÚDE E PREVENÇÃO DE DOENÇAS NO CONTEXTO DA SAÚDE COLETIVA: ESTRATÉGIAS INTEGRADAS PARA A SUSTENTABILIDADE DOS SISTEMAS DE SAÚDE. Revista CPAQV - Centro de Pesquisas Avançadas em Qualidade de Vida, [S. l.], v. 17, n. 2, p. 7, 2025. DOI: https://doi.org/10.36692/V17N2-59R.

Holly, L., Thom, S., Elzemety, M., Murage, B., Mathieson, K., & Petralanda, M. I. I. (2023). Strengthening health data governance: new equity and rights-based principles. International Journal of Health Governance, 28(3), 225. https://doi.org/10.1108/ijhg-11-2022-0104

Huber, L. (2025). Computing Care: Governing U.S. Healthcare Through Markets and Data. Deep Blue (University of Michigan). https://doi.org/10.7302/26977

Leslie, D., Katell, M., Aitken, M., Singh, J., Briggs, M., Powell, R., Rincón, C., Chengeta, T., Birhane, A., Perini, A., Jayadeva, S., & Mazumder, A. (2022). Advancing Data Justice Research and Practice: An Integrated Literature Review. arXiv (Cornell University). https://doi.org/10.48550/arxiv.2204.03090

LOPEZ, Andres Santiago Quizhpi et al. ATENÇÃO PRIMÁRIA À SAÚDE E ASSISTÊNCIA ÀS DOENÇAS CRÔNICAS DA POPULAÇÃO NEGRA. LUMEN ET VIRTUS, v. 16, n. 46, p. 2540-2552, 2025. DOI: https://doi.org/10.56238/levv16n46-065

MACEDO, Y. M. .; FERLINI , N. P.; BAMBIRRA , A. P. F. TECNOLOGIA E INOVAÇÃO NA SAÚDE: PENSAMENTOS CONTEMPORÂNEOS OU UTOPIA?. Boletim de Conjuntura (BOCA), Boa Vista, v. 9, n. 26, p. 161–168, 2022. DOI: 10.5281/zenodo.7854103 . Disponível em: https://revista.ioles.com.br/boca/index.php/revista/article/view/1195 .

Marcucci, S., Alarcón, N. G., Verhulst, S., & Wüllhorst, E. (2023). Informing the Global Data Future: Benchmarking Data Governance Frameworks. Data & Policy, 5. https://doi.org/10.1017/dap.2023.24

Neff, G. (2019). The Political Economy of Digital Health. In Oxford University Press eBooks (p. 281). Oxford University Press. https://doi.org/10.1093/oso/9780198843498.003.0017

Pellegrini, G., & Lovati, C. (2025). Stakeholders’ engagement for improved health outcomes: a research brief to design a tool for better communication and participation. Frontiers in Public Health, 13. https://doi.org/10.3389/fpubh.2025.1536753

Reis, A., Malpani, R., Vayena, E., Majumder, P. P., Swaminathan, S., Pujari, S., Reeder, J., Bernardo, M., Shorbachi, N. A., Ema, A., Ghoulia, A., Gibson, J. K., Goodman, K. W., Hoven, J. van den, Jayaram, M., Jjingo, D., Leong, T.-Y., London, A. J., Marwala, T., … Zeng, Y. (2021). ETHICS AND GOVERNANCE OF ARTIFICIAL INTELLIGENCE FOR HEALTH : WHO GUIDANCE. In Research Portal Denmark (p. 150). Technical University of Denmark. https://local.forskningsportal.dk/local/dki-cgi/ws/cris-link?src=ku&id=ku-e505319d-a404-4d93-bfa7-577735b36fdd&ti=ETHICS%20AND%20GOVERNANCE%20OF%20ARTIFICIAL%20INTELLIGENCE%20FOR%20HEALTH%20%3A%20WHO%20GUIDANCE

RIBEIRO, Rafael Dias; GOMES, Valter; GOMES, Daniela. Saúde digital e políticas públicas: evolução e desafios para o Brasil. ARACÊ, v. 6, n. 3, p. 7428-7442, 2024. DOI: https://doi.org/10.56238/arev6n3-184.

Robinson, L., Ragnedda, M., & Schulz, J. (2020). Digital inequalities: contextualizing problems and solutions. Journal of Information Communication and Ethics in Society, 18(3), 323. https://doi.org/10.1108/jices-05-2020-0064

RORIZ, Fernanda Aguiar Silvestre et al. A SAÚDE COLETIVA NO COTIDIANO DA ATENÇÃO BÁSICA: PRÁTICAS, SABERES E DESAFIOS. ARACÊ, v. 7, n. 6, p. 31036-31046, 2025. DOI: https://doi.org/10.56238/arev7n6-114.

Shaw, J., & Sekalala, S. (2023). Health data justice: building new norms for health data governance [Review of Health data justice: building new norms for health data governance]. Npj Digital Medicine, 6(1), 30. Nature Portfolio. https://doi.org/10.1038/s41746-023-00780-4

Silva, A. B., & Souza, V. de L. E. (2022). Data governance as a human right. HAL (Le Centre Pour La Communication Scientifique Directe). https://doi.org/10.13140/rg.2.2.30833.56161

Silva, A. M., Ventura, M., Coeli, C. M., & Zeeb, H. (2025). SUSData, proporcionalidade e equidade em saúde: dados trabalhando pelo direito à saúde digital no Sistema Único de Saúde. Revista de Direito Sanitário, 25(1). https://doi.org/10.11606/issn.2316-9044.rdisan.2025.231541

Storey, M. A., & Soshnikov, S. (2023). Guest editorial: Digital health and governance: implications and challenges. International Journal of Health Governance, 28(3), 213. https://doi.org/10.1108/ijhg-09-2023-158

Strange, M., & Tucker, J. (2023). Global governance and the normalization of artificial intelligence as ‘good’ for human health. AI & Society. https://doi.org/10.1007/s00146-023-01774-2

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2026-05-25

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GUIMARÃES, Mateus Henrique Dias; SILVA, Rozineide Iraci Pereira da. Health data, ethics, and governance: pathways to the common good in global health in contexts of power asymmetries, accelerated digitalization, and health vulnerabilities. Journal of Social Issues and Health Sciences (JSIHS), [S. l.], v. 3, n. 2, 2026. DOI: 10.5281/zenodo.20386148. Disponível em: https://ojs.thesiseditora.com.br/index.php/jsihs/article/view/611.. Acesso em: 26 may. 2026.