A evolução dos dashboards na análise de dados de saúde pública: um estudo bibliométrico

ANDERSON, Nathaniel W. et al. Dashboards as mechanisms for community empowerment: developing a prototype for child and adolescent well-being in California. Journal of Public Health Management and Practice, Philadelphia, v. 29, n. 4, p. 529-538, July/Aug. 2023. DOI: https://doi.org/10.1097/PHH.0000000000001746. Disponível em: https://www.ovid.com/jnls/jphmp/fulltext/10.1097/phh.0000000000001746~dashboards-as-mechanisms-for-community-empowerment. Acesso em: 16 set. 2026. ARAÚJO, Carlos Alberto. Bibliometria: evolução histórica e questões atuais. Em Questão, Porto Alegre, v. 12, n. 1, p. 11-32, jan./jun. 2006. Disponível em: https://seer.ufrgs.br/index.php/EmQuestao/article/view/16. Acesso em: 31 ago. 2026. ARSENAULT-LAPIERRE, Genevieve et al. Dashboards to support implementation of the Quebec Alzheimer plan: evaluation study with regional and professional considerations. JMIR Formative Research, Toronto, v. 8, e55064, 2024. DOI: https://doi.org/10.2196/55064. Disponível em: https://formative.jmir.org/2024/1/e55064. Acesso em: 31 ago. 2026. BRAUNSTEIN, Sarah L. et al. New York City HIV care continuum dashboards: using surveillance data to improve HIV care among people living with HIV in New York City. JMIR Public Health and Surveillance, Toronto, v. 5, n. 2, e13086, 2019. DOI: https://doi.org/10.2196/13086. Disponível em: https://publichealth.jmir.org/2019/2/e13086. Acesso em: 31 ago. 2026. CALLAGHAN-KORU, Jennifer A. et al. Public Maternal Health Dashboards in the United States: Descriptive Assessment. Journal of Medical Internet Research, Toronto, v. 26, e56804, 2024. DOI: https://doi.org/10.2196/56804. Disponível em: https://www.jmir.org/2024/1/e56804. Acesso em: 31 ago. 2026. CRAWFORD, Kate. Atlas of AI: power, politics, and the planetary costs of artificial intelligence. New Haven: Yale University Press, 2021. D’AGOSTINO, Emily M. et al. Democratizing research with data dashboards: data visualization and support to promote community partner engagement. American Journal of Public Health, Washington, D.C., v. 112, p. S850-S853, nov. 2022. Supplement 9. DOI: https://doi.org/10.2105/AJPH.2022.307103. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC9707721/. Acesso em: 31 ago. 2026. DILEY, Ian; BADRINATH, Padmanabhan; ANNON, Sarah. Is mortality a good indicator of the clinical quality of National Health Service hospitals? A cross-sectional study of outlier trusts for mortality indices using quality dashboards. JRSM Open, London, v. 5, n. 8, 2054270414533325, 2014. DOI: https://doi.org/10.1177/2054270414533325. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC4100240/. Acesso em: 31 ago. 2026. DIXON, Brian E. et al. Dashboards Are Trendy, Visible Components of Data Management in Public Health: Sustaining Their Use After the Pandemic Requires a Broader View. American Journal of Public Health, Washington, D.C., v. 112, n. 6, p. 900-903, 2022. DOI: https://doi.org/10.2105/AJPH.2022.306849. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC9137010/. Acesso em: 31 ago. 2026. DOLAN, James G.; VEAZIE, Peter J. Balance sheets versus decision dashboards to support patient treatment choices: a comparative analysis. The Patient, Auckland, v. 8, n. 6, p. 499-505, 2015. DOI: https://doi.org/10.1007/s40271-015-0111-6. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC4515203/. Acesso em: 31 ago. 2026. DONTHU, Naveen et al. How to conduct a bibliometric analysis: an overview and guidelines. Journal of Business Research, Amsterdam, v. 133, p. 285-296, 2021. DOI: https://doi.org/10.1016/j.jbusres.2021.04.070. Disponível em: https://www.sciencedirect.com/science/article/pii/S0148296321003155. Acesso em: 31 ago. 2026. FAREED, Naleef et al. Lessons learned from developing dashboards to support decision-making for community opioid response by community stakeholders: mixed methods and multisite study. JMIR Human Factors, Toronto, v. 11, e51525, 2024. DOI: https://doi.org/10.2196/51525. Disponível em: https://humanfactors.jmir.org/2024/1/e51525/. Acesso em: 31 ago. 2026. FARRAHI, Razieh; NABOVATI, Ehsan; EBNEHOSEINI, Zahra. The role of information dashboards as a business intelligence tool for managing the Corona virus pandemic. Frontiers in Health Informatics, Ghaziabad, v. 10, n. 1, 82, 2021. DOI: https://doi.org/10.30699/fhi.v10i1.307. Disponível em: https://healthinformaticsjournal.com/index.php/IJMI/article/view/307.pdf. Acesso em: 4 maio 2025. GARZÓN-ORJUELA, Nathaly et al. The effectiveness of interactive dashboards to optimise antibiotic prescribing in primary care: a systematic review. Antibiotics, Basel, v. 12, n. 1, 136, 2023. DOI: https://doi.org/10.3390/antibiotics12010136. Disponível em: https://www.mdpi.com/2079-6382/12/1/136. Acesso em: 31 ago. 2026. GLEESON, Justin; KITCHIN, Rob; MCCARTHY, Eoghan. Dashboards and public health: the development, impacts, and lessons from the Irish government covid-19 dashboards. American Journal of Public Health, Washington, D.C., v. 112, n. 6, p. 896-899, 2022. DOI: https://doi.org/10.2105/AJPH.2022.306848. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC9137015/. Acesso em: 31 ago. 2026. GOUREVITCH, Marc N. et al. City-level measures of health, health determinants, and equity to foster population health improvement: the City Health Dashboard. American Journal of Public Health, Washington, D.C., v. 109, n. 4, p. 585-592, Apr. 2019. DOI: https://doi.org/10.2105/AJPH.2018.304903. Disponível em: https://ajph.aphapublications.org/doi/full/10.2105/AJPH.2018.304903. Acesso em: 16 set. 2026. HARRISON, Lindsay. Using agency-wide dashboards for data monitoring and data mining: the Solano County Health and Social Services Department. Journal of Evidence-Based Social Work, Philadelphia, v. 9, n. 1-2, p. 160-173, 12 Mar. 2012. DOI: https://doi.org/10.1080/15433714.2012.636322. Disponível em: https://www.tandfonline.com/doi/abs/10.1080/15433714.2012.636322. Acesso em: 16 set. 2026. KANKANHALLI, Atreyi; CHARALABIDIS, Yannis; MELLOULI, Sehl. IoT and AI for smart government: a research agenda. Government Information Quarterly, Oxford, v. 36, n. 2, p. 304-309, 2019. DOI: https://doi.org/10.1016/j.giq.2019.02.003. Disponível em: https://www.sciencedirect.com/science/article/pii/S0740624X19300905. Acesso em: 31 ago. 2026. KATAPALLY, Tarun Reddy; IBRAHIM, Sheriff Tolulope. Digital health dashboards for decision-making to enable rapid responses during public health crises: replicable and scalable methodology. JMIR Research Protocols, Toronto, v. 12, e46810, 2023. DOI: https://doi.org/10.2196/46810. Disponível em: https://www.researchprotocols.org/2023/1/e46810. Acesso em: 31 ago. 2026. KITCHENHAM, Barbara. Procedures for performing systematic reviews. Keele: Keele University; Eveleigh, NSW: National ICT Australia, July 2004. (Keele University Technical Report, TR/SE-0401; NICTA Technical Report, 0400011T.1). Disponível em: https://www.inf.ufsc.br/~aldo.vw/kitchenham.pdf. Acesso em: 16 set. 2026. KUMMER, Benjamin R. et al. Neurological Dashboards and Consultation Turnaround Time at an Academic Medical Center. Applied Clinical Informatics, Stuttgart, v. 10, n. 5, p. 849-858, 2019. DOI: https://doi.org/10.1055/s-0039-1698465. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC6834453/. Acesso em: 31 ago. 2026. LAU, Marcos et al. Hepatitis C clinical dashboards: improving liver specialty care access and quality. Federal Practitioner, Parsippany, v. 32, p. 32S-36S, 2015. Supplement 2. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC6375504/. Acesso em: 31 ago. 2026. MANE, Ketan K. et al. Diagnostic performance dashboards: tracking diagnostic errors using big data. BMJ Quality & Safety, London, v. 27, n. 7, p. 567-570, 2018. DOI: https://doi.org/10.1136/bmjqs-2018-007945. Disponível em: https://pubmed.ncbi.nlm.nih.gov/29550767/. Acesso em: 31 ago. 2026. MOREIRA, Marcelo Rasga et al. O Brasil rumo a 2030? Percepções de especialistas brasileiros(as) em saúde sobre o potencial de o País cumprir os ODS. Saúde em Debate, Rio de Janeiro, v. 43, n. esp. 7, p. 22-35, 2019. DOI: https://doi.org/10.1590/0103-11042019s702. Disponível em: https://www.scielo.br/j/sdeb/a/CNwYxgJZ4kVRHmnDhykMWcz/?lang=pt. Acesso em: 31 ago. 2026. PERRY, Laura M. et al. Patient-reported outcome dashboards within the electronic health record to support shared decision-making: protocol for co-design and clinical evaluation with patients with advanced cancer and chronic kidney disease. JMIR Research Protocols, Toronto, v. 11, n. 9, e38461, 21 Sept. 2022. DOI: https://doi.org/10.2196/38461. Disponível em: https://www.researchprotocols.org/2022/9/e38461. Acesso em: 16 set. 2026. PIGNATELLI, Maurizia et al. Spatial decision support system for low-carbon sustainable cities development: An interactive storytelling dashboard for the city of Turin. Sustainable Cities and Society, Amsterdam, v. 89, 104310, 2023. DOI: https://doi.org/10.1016/j.scs.2022.104310. Disponível em: https://www.sciencedirect.com/science/article/pii/S221067072200614X. Acesso em: 31 ago. 2026. PRICE, Derek John de Solla. Little science, big science. New York: Columbia University Press, 1963. RABOIN, Katherine et al. Advancing newborn screening long-term follow-up: integration of epic-based registries, dashboards, and efficient workflows. International Journal of Neonatal Screening, Basel, v. 10, n. 2, 27, 2024. DOI: https://doi.org/10.3390/ijns10020027. Disponível em: https://www.mdpi.com/2409-515X/10/2/27. Acesso em: 31 ago. 2026. RAGHUPATHI, Wullianallur; RAGHUPATHI, Viju. Big data analytics in healthcare: promise and potential. Health Information Science and Systems, London, v. 2, 3, 2014. DOI: https://doi.org/10.1186/2047-2501-2-3. Disponível em: https://link.springer.com/article/10.1186/2047-2501-2-3. Acesso em: 31 ago. 2026. REINKING, Jeff; ARNOLD, Vicky; SUTTON, Steve G. Synthesizing enterprise data through digital dashboards to strategically align performance: Why do operational managers use dashboards? International Journal of Accounting Information Systems, Amsterdam, v. 37, 100452, 2020. DOI: https://doi.org/10.1016/j.accinf.2020.100452. Disponível em: https://www.sciencedirect.com/science/article/pii/S1467089520300191. Acesso em: 31 ago. 2026. SCHRARSTZHAUPT, Isaac Negretto et al. Interactive monitoring dashboards for the covid-19 pandemic in the world: anticipating waves of the disease in Brazil with the use of open data. Revista Brasileira de Epidemiologia, São Paulo, v. 27, e240004, 2024. DOI: https://doi.org/10.1590/1980-549720240004. Disponível em: https://www.scielo.br/j/rbepid/a/J4JY6nsjQHTp7wq7QsbcCdq/?lang=en. Acesso em: 31 ago. 2026. SHARDA, Ramesh; DELEN, Dursun; TURBAN, Efraim. Business intelligence and analytics: systems for decision support. 10. ed. Boston: Pearson, 2014. SILVA, Leonardo José Tomaz da; BRILHANTE, Andreia Fernandes; MELCHIOR, Leonardo Augusto Kohara. Business intelligence in supporting strategic health management: an experience report. Revista de Epidemiologia e Controle de Infecção, Santa Cruz do Sul, v. 12, n. 4, p. 180-183, out./dez. 2022. DOI: https://doi.org/10.17058/reci.v12i4.17422. Disponível em: https://seer.unisc.br/index.php/epidemiologia/article/view/17422. Acesso em: 31 ago. 2026. SWENDEMAN, Dallas et al. HIV care providers’ attitudes regarding mobile phone applications and web-based dashboards to support patient self-management and care coordination: results from a qualitative feasibility study. Journal of HIV and AIDS, Milpitas, v. 2, n. 4, p. 1-7, 2016. DOI: https://doi.org/10.16966/2380-5536.127. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC5217706/. Acesso em: 31 ago. 2026. THORPE, Lorna E.; GOUREVITCH, Marc N. Data dashboards for advancing health and equity: proving their promise? American Journal of Public Health, Washington, D.C., v. 112, n. 6, p. 889-892, 2022. DOI: https://doi.org/10.2105/AJPH.2022.306847. Disponível em: https://pmc.ncbi.nlm.nih.gov/articles/PMC9137011/. Acesso em: 31 ago. 2026. WHITE, Brianna M.; SHABAN-NEJAD, Arash. Utilization of digital health dashboards in improving covid-19 vaccination uptake, accounting for health inequities. In: MANTAS, John et al. (ed.). Advances in informatics, management and technology in healthcare. Amsterdam: IOS Press, 2022. p. 499-502. (Studies in Health Technology and Informatics, 295). DOI: https://doi.org/10.3233/SHTI220774. Disponível em: https://pubmed.ncbi.nlm.nih.gov/35773920/. Acesso em: 31 ago. 2026. WORLD HEALTH ORGANIZATION (WHO). Global strategy on digital health 2020-2025. Geneva: World Health Organization, 2021. Disponível em: https://www.who.int/publications/i/item/9789240020924. Acesso em: 31 ago. 2026. WU, Elwin et al. Community dashboards to support data-informed decision-making in the HEALing Communities Study. Drug and Alcohol Dependence, Limerick, v. 217, 108331, 2020. DOI: https://doi.org/10.1016/j.drugalcdep.2020.108331. Disponível em: https://www.sciencedirect.com/science/article/pii/S0376871620304968. Acesso em: 31 ago. 2026. XIE, Charis Xuan et al. Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials. Journal of the American Medical Informatics Association, Oxford, v. 29, n. 10, p. 1773-1785, 2022. DOI: https://doi.org/10.1093/jamia/ocac094. Disponível em: https://academic.oup.com/jamia/article/29/10/1773/6605910. Acesso em: 31 ago. 2026. YANOVITZKY, Itzhak et al. National Public Health Dashboards: Protocol for a Scoping Review. JMIR Research Protocols, Toronto, v. 13, e52843, 2024. DOI: https://doi.org/10.2196/52843. Disponível em: https://www.researchprotocols.org/2024/1/e52843/. Acesso em: 31 ago. 2026. YEDINAK, Jesse et al. Public health dashboards in overdose prevention: the Rhode Island approach to public health data literacy, partnerships, and action. Journal of Medical Internet Research, Toronto, v. 26, e51671, 2024. DOI: https://doi.org/10.2196/51671. Disponível em: https://www.jmir.org/2024/1/e51671. Acesso em: 31 ago. 2026.