A Transgender Chatbot (Amanda Selfie) to Create Pre-exposure Prophylaxis Demand Among Adolescents in Brazil: Assessment of Acceptability, Functionality, Usability, and Results (Preprint)
Preprint
- 16 August 2022
- preprint
- Published by JMIR Publications Inc. in JMIR Preprints
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
All Related Versions
- Published version: Journal of Medical Internet Research, 25, e41881.
This publication has 19 references indexed in Scilit:
- Factors Associated With Willingness to Use Pre-Exposure Prophylaxis in Brazil, Mexico, and Peru: Web-Based Survey Among Men Who Have Sex With MenJMIR Public Health and Surveillance, 2019
- Chatbots as extenders of pediatric obesity intervention: an invited commentary on “Feasibility of Pediatric Obesity & Pre-Diabetes Treatment Support through Tess, the AI Behavioral Coaching Chatbot”Translational Behavioral Medicine, 2019
- High Rates of Unprotected Receptive Anal Intercourse and Their Correlates Among Young and Older MSM in BrazilAIDS and Behavior, 2019
- Acceptability of artificial intelligence (AI)-led chatbot services in healthcare: A mixed-methods studyDigital Health, 2019
- Should Machines Express Sympathy and Empathy? Experiments with a Health Advice ChatbotCyberpsychology, Behavior, and Social Networking, 2018
- Predicting Consumer Responses to a Chatbot on FacebookCyberpsychology, Behavior, and Social Networking, 2018
- HIV prevalence among men who have sex with men in BrazilMedicine, 2018
- Unveiling of HIV dynamics among transgender women: a respondent-driven sampling study in Rio de Janeiro, BrazilThe Lancet HIV, 2017
- Examining Racial and Ethnic Minority Differences Among YMSM During Recruitment for an Online HIV Prevention Intervention StudyAIDS and Behavior, 2011
- An Artificially Intelligent Chat Agent That Answers Adolescents' Questions Related to Sex, Drugs, and Alcohol: An Exploratory StudyJournal of Adolescent Health, 2011