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Using the Unified Theory of Acceptance and Use of Technology (UTAUT), we evaluated the factors influencing platform adoption. The proposed design, based on the GAFCC model, incorporates game elements to motivate engagement. A user study with 20 young participants from a vulnerable urban community in Salvador, Brazil, revealed that \u2018effort expectancy\u2019 and \u2018social influence\u2019 were significant determinants of the behavioral intention to use the platform. These results suggest that gamified participatory approaches can effectively mobilize community efforts in public health crises, offering valuable insights for similar contexts.<\/jats:p>","DOI":"10.5753\/jis.2026.5440","type":"journal-article","created":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T17:42:11Z","timestamp":1773423731000},"page":"225-243","source":"Crossref","is-referenced-by-count":0,"title":["A Gamification Proposal to Support Crowdsourcing and Collaborative Mapping in Covid-19 Spatialization and Signaling"],"prefix":"10.5753","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2909-2688","authenticated-orcid":false,"given":"Murilo Guerreiro","family":"Arouca","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4524-2188","authenticated-orcid":false,"given":"Ailton","family":"Ribeiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6454-5216","authenticated-orcid":false,"given":"Ana Maria","family":"Amorim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7818-1855","authenticated-orcid":false,"given":"Marcos Ennes","family":"Barreto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9822-9863","authenticated-orcid":false,"given":"Isa Beatriz da Cruz","family":"Neves","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5033-690X","authenticated-orcid":false,"given":"Ricardo Lustosa","family":"Brito","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9982-6387","authenticated-orcid":false,"given":"Hussein","family":"Khalil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6951-2336","authenticated-orcid":false,"given":"Federico","family":"Costa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3424-8413","authenticated-orcid":false,"given":"Vaninha","family":"Vieira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7766-6666","authenticated-orcid":false,"given":"Frederico Ara\u00fajo","family":"Dur\u00e3o","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"3742","published-online":{"date-parts":[[2026,3,12]]},"reference":[{"key":"1","unstructured":"Acselrad, H. and Coli, L. 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DOI: https:\/\/doi.org\/10.3390\/vaccines13080875.","DOI":"10.3390\/vaccines13080875"},{"key":"63","doi-asserted-by":"crossref","unstructured":"Pg Arshad, P. M. A., Baharun, R., and Zaidin, N. (2023). Goal-setting theory and gamification in mobile fitness application: A measurement items analysis. AIP Conference Proceedings, 2750(1):040061. DOI: https:\/\/doi.org\/10.1063\/5.0148580.","DOI":"10.1063\/5.0148580"},{"key":"64","doi-asserted-by":"crossref","unstructured":"Picheth, S. F., Cassandre, M. P., and Thiollent, M. J. M. (2016). Analisando a pesquisa-a\u00e7\u00e3o \u00e0 luz dos princ\u00edpios intervencionistas: um olhar comparativo. Educa\u00e7\u00e3o, 39(Esp):s3\u2013s13. DOI: https:\/\/doi.org\/10.15448\/1981-2582.2016.s.24263.","DOI":"10.15448\/1981-2582.2016.s.24263"},{"key":"65","doi-asserted-by":"crossref","unstructured":"Pinkas, B. and Ronen, E. (2021). Hashomer\u2014privacy-preserving bluetooth based contact tracing scheme for hamagen. 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