A Transgender Chatbot (Amanda Selfie) to Create Pre-exposure Prophylaxis Demand Among Adolescents in Brazil: Assessment of Acceptability, Functionality, Usability, and Results
- PMID: 37351920
- PMCID: PMC10337301
- DOI: 10.2196/41881
A Transgender Chatbot (Amanda Selfie) to Create Pre-exposure Prophylaxis Demand Among Adolescents in Brazil: Assessment of Acceptability, Functionality, Usability, and Results
Abstract
Background: HIV incidence rates have increased in adolescent men who have sex with men (AMSM) and adolescent transgender women (ATGW). Thus, it is essential to promote access to HIV prevention, including pre-exposure prophylaxis (PrEP), among these groups. Moreover, using artificial intelligence and online social platforms to create demand and access to health care services are essential tools for adolescents and youth.
Objective: This study aims to describe the participative process of developing a chatbot using artificial intelligence to create demand for PrEP use among AMSM and ATGW in Brazil. Furthermore, it analyzes the chatbot's acceptability, functionality, and usability and its results on the demand creation for PrEP.
Methods: The chatbot Amanda Selfie integrates the demand creation strategies based on social networks (DCSSNs) of the PrEP1519 study. She was conceived as a Black transgender woman and to function as a virtual peer educator. The development process occurred in 3 phases (conception, trial, and final version) and lasted 21 months. A mixed methodology was used for the evaluations. Qualitative approaches, such as in-depth adolescent interviews, were used to analyze acceptability and usability, while quantitative methods were used to analyze the functionality and result of the demand creation for PrEP based on interactions with Amanda and information from health care services about using PrEP. To evaluate Amanda's result on the demand creation for PrEP, we analyzed sociodemographic profiles of adolescents who interacted at least once with her and developed a cascade model containing the number of people at various stages between the first interaction and initiation of PrEP (PrEP uptake). These indicators were compared with other DCSs developed in the PrEP1519 study using chi-square tests and residual analysis (P=.05).
Results: Amanda Selfie was well accepted as a peer educator, clearly and objectively communicating on topics such as gender identity, sexual experiences, HIV, and PrEP. The chatbot proved appropriate for answering questions in an agile and confidential manner, using the language used by AMSM and ATGW and with a greater sense of security and less judgment. The interactions with Amanda Selfie combined with a health professional were well evaluated and improved the appointment scheduling. The chatbot interacted with most people (757/1239, 61.1%) reached by the DCSSNs. However, when compared with the other DCSSNs, Amanda was not efficient in identifying AMSM/ATGW (359/482, 74.5% vs 130/757, 17.2% of total interactions, respectively) and in PrEP uptake (90/359, 25.1% vs 19/130, 14.6%). The following profiles were associated (P<.001) with Amanda Selfie's demand creation, when compared with other DCS: ATGW and adolescents with higher levels of schooling and White skin color.
Conclusions: Using a chatbot to create PrEP demand among AMSM and ATGW was well accepted, especially for ATGW with higher levels of schooling. A complimentary dialog with a health professional increased PrEP uptake, although it remained lower than the results of the other DCSSNs.
Keywords: HIV; HIV pre-exposure prophylaxis; PrEP; acceptability; adolescent; artificial intelligence; chatbot; men who have sex with men; prevention; prophylaxis; transgender; transgender women.
©Paula Massa, Dulce Aurélia de Souza Ferraz, Laio Magno, Ana Paula Silva, Marília Greco, Inês Dourado, Alexandre Grangeiro. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 23.06.2023.
Conflict of interest statement
Conflicts of Interest: None declared.
Figures






References
-
- Kerr L, Kendall C, Guimarães Mark Drew Crosland, Salani Mota Rosa, Veras Maria Amélia, Dourado Inês, Maria de Brito Ana, Merchan-Hamann Edgar, Pontes Alexandre Kerr, Leal Andréa Fachel, Knauth Daniela, Castro Ana Rita Coimbra Motta, Macena Raimunda Hermelinda Maia, Lima Luana Nepomuceno Costa, Oliveira Lisangela Cristina, Cavalcantee Maria do Socorro, Benzaken Adele Schwartz, Pereira Gerson, Pimenta Cristina, Pascom Ana Roberta Pati, Bermudez Ximena Pamela Diaz, Moreira Regina Célia, Brígido Luis Fernando Macedo, Camillo Ana Cláudia, McFarland Willi, Johnston Lisa G. HIV prevalence among men who have sex with men in Brazil: results of the 2nd national survey using respondent-driven sampling. Medicine (Baltimore) 2018 May;97(1S Suppl 1):S9–S15. doi: 10.1097/MD.0000000000010573. https://europepmc.org/abstract/MED/29794604 00005792-201805251-00011 - DOI - PMC - PubMed
-
- Grinsztejn B, Jalil EM, Monteiro L, Velasque L, Moreira RI, Garcia ACF, Castro CV, Krüger Alícia, Luz PM, Liu AY, McFarland W, Buchbinder S, Veloso VG, Wilson EC, Transcender Study Team Unveiling of HIV dynamics among transgender women: a respondent-driven sampling study in Rio de Janeiro, Brazil. Lancet HIV. 2017 Apr;4(4):e169–e176. doi: 10.1016/S2352-3018(17)30015-2. https://europepmc.org/abstract/MED/28188030 S2352-3018(17)30015-2 - DOI - PMC - PubMed
-
- Parker R. Oxford Research Encyclopedia of Latin American History. Oxford, UK: Oxford University Press; 2020. AIDS Crisis and Brazil.
-
- Rocha GM, Guimarães Mark Drew Crosland, de Brito AM, Dourado I, Veras MA, Magno L, Kendall C, Kerr LRFS, Brazilian HIV/MSM Group High Rates of Unprotected Receptive Anal Intercourse and Their Correlates Among Young and Older MSM in Brazil. AIDS Behav. 2020 Mar 16;24(3):938–950. doi: 10.1007/s10461-019-02459-y.10.1007/s10461-019-02459-y - DOI - PubMed
-
- Torres TS, Konda KA, Vega-Ramirez EH, Elorreaga OA, Diaz-Sosa D, Hoagland B, Diaz S, Pimenta C, Bennedeti Marcos, Lopez-Gatell H, Robles-Garcia R, Grinsztejn B, Caceres C, Veloso VG, ImPrEP Study Group Factors Associated With Willingness to Use Pre-Exposure Prophylaxis in Brazil, Mexico, and Peru: Web-Based Survey Among Men Who Have Sex With Men. JMIR Public Health Surveill. 2019 Jun 17;5(2):e13771. doi: 10.2196/13771. https://publichealth.jmir.org/2019/2/e13771/ v5i2e13771 - DOI - PMC - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous