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Marshall DJ, Gower AL, Katz ML, Bauermeister JA, Shoben AB, Reiter PL. Recruitment of Young Gay, Bisexual, and Other Men Who Have Sex With Men for a Web-Based Human Papillomavirus Vaccination Intervention: Differences in Participant Characteristics and Study Engagement by Recruitment Source in a Randomized Controlled Trial. J Med Internet Res 2025; 27:e64668. [PMID: 39752644 PMCID: PMC11748433 DOI: 10.2196/64668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 11/04/2024] [Accepted: 11/24/2024] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND Young gay, bisexual, and other men who have sex with men have been referred to as a "hard-to-reach" or "hidden" community in terms of recruiting for research studies. With widespread internet use among this group and young adults in general, web-based avenues represent an important approach for reaching and recruiting members of this community. However, little is known about how participants recruited from various web-based sources may differ from one another. OBJECTIVE This study aimed to determine how young gay, bisexual, and other men who have sex with men recruited from various web-based sources differ from one another in terms of participant characteristics and study engagement. METHODS Data were collected as part of a randomized controlled trial of Outsmart HPV, a web-based human papillomavirus (HPV) vaccination intervention for young gay, bisexual, and other men who have sex with men. From 2019 to 2021, we recruited young gay, bisexual, and other men who have sex with men in the United States who were aged 18-25 years and not vaccinated against HPV (n=1227) through various web-based avenues. We classified each participant as being recruited from either (1) social media (eg, Facebook, Instagram, Snapchat), (2) a dating app (eg, Grindr, Scruff), or (3) some other digital recruitment source (eg, existing research panel, university-based organization). Analyses compared participants from these 3 groups on demographic and health-related characteristics and metrics involving study engagement. RESULTS Most demographic and health-related characteristics differed by web-based recruitment source, including race or ethnicity (P<.001), relationship status (P<.001), education level (P<.001), employment status (P<.001), sexual self-identity (P<.001), health insurance status (P<.001), disclosure of sexual orientation (P=.048), and connectedness to the LGBTQ (lesbian, gay, bisexual, transgender, queer) community (P<.001) The type of device used by participants during study enrollment also differed across groups, with smartphone use higher among participants recruited via dating apps (n=660, 96.6%) compared to those recruited via social media (n=318, 78.9%) or other digital sources (n=85, 60.3%; P<.001). Participants recruited via social media were more likely than those recruited via dating apps to complete follow-up surveys at 3 different timepoints (odds ratios 1.52-2.09, P=.001-.008). These participants also spent a longer amount of time viewing intervention content about HPV vaccination (3.14 minutes vs 2.67 minutes; P=.02). CONCLUSIONS We were able to recruit a large national sample of young gay, bisexual, and other men who have sex with men for a web-based HPV vaccination intervention via multiple methodologies. Participants differed on a range of demographic and health-related characteristics, as well as metrics related to study engagement, based on whether they were recruited from social media, a dating app, or some other digital recruitment source. Findings highlight key issues and considerations that can help researchers better plan and customize future web-based recruitment efforts of young gay, bisexual, and other men who have sex with men. TRIAL REGISTRATION ClinicalTrials.gov NCT04032106; https://clinicaltrials.gov/study/NCT04032106. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/16294.
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Affiliation(s)
- Daniel J Marshall
- College of Public Health, The Ohio State University, Columbus, OH, United States
| | - Amy L Gower
- Division of General Pediatrics and Adolescent Health, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Mira L Katz
- College of Public Health, The Ohio State University, Columbus, OH, United States
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, United States
| | - José A Bauermeister
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA, United States
| | - Abigail B Shoben
- College of Public Health, The Ohio State University, Columbus, OH, United States
| | - Paul L Reiter
- College of Public Health, The Ohio State University, Columbus, OH, United States
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, United States
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Hassan R, Thornton N, King H, Aufderheide G, Silberzahn B, Huettner S, Jennings JM, Evans KN, Fields EL. Perceptions of a community-based HIV/STI testing program among Black gay, bisexual, and other MSM in Baltimore: a qualitative analysis. AIDS Care 2024; 36:1570-1579. [PMID: 38976576 PMCID: PMC11511628 DOI: 10.1080/09540121.2024.2372722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 06/21/2024] [Indexed: 07/10/2024]
Abstract
Black gay, bisexual, and other men who have sex with men (GBM) are disproportionately affected by HIV and STIs. Safe Spaces 4 Sexual Health (SS4SH), a community-informed, status-neutral HIV/STI testing intervention combines online outreach via geo-social networking apps and social media with mobile van testing. During 2018-2019, we recruited 25 participants for interviews about their perceptions of SS4SH compared to clinic-based testing. Participants were aged 21-65 years (mean 35); 22 (88%) identified as Black/African American; 20 (80%) identified as gay; and 10 (40%) were living with HIV. Interviews were transcribed, coded, and analyzed using a modified thematic constant comparative approach. Five themes emerged; two related to perceptions of online outreach materials (participants were drawn to eye-catching and to-the-point messages and desired more diversity and representation in messages), and three related to preference for the mobile van (participants found SS4SH provided more comfort, more privacy/confidentiality, and increased accessibility and efficiency). GBM is increasingly using geo-social networking apps to meet sexual partners, and tailored online outreach has the potential to reach historically underserved populations. SS4SH is a barrier-reducing strategy that may serve as an entry to a status-neutral approach to services and help reduce stigma and normalize accessing HIV services.
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Affiliation(s)
- Rashida Hassan
- Division of HIV Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Hope King
- Division of HIV Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | | | | | - Kimberly N. Evans
- Division of HIV Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Sousa ARD, Silva LAVD, Brasil SA, Zucchi EM, Ferraz DADS, Magno L, Grangeiro A, Dourado I. "It was unusual but amazing": demand creation for PrEP among adolescents' men who have sex with men (MSM) and transgender women (TGW) in Brazil. CAD SAUDE PUBLICA 2024; 40:e00066423. [PMID: 38775571 PMCID: PMC11105349 DOI: 10.1590/0102-311xen066423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 05/25/2024] Open
Abstract
This study aimed to analyze the challenges in demand creation for participation in an HIV pre-exposure prophylaxis (PrEP) project in two Brazilian capitals. This qualitative study was conducted with men who have sex with men and transgender women aged 15 to 19 years who lived in two Brazilian state capitals. For this analysis, 27 semi-structured interviews carried out from 2019 to 2020 were evaluated by reflexive thematic content analysis. For participants, PrEP demand creation was essential for their interaction, mediation, bonding, and attachment and proved effective for PrEP acceptability and adherence. Adolescents' narratives showed that the strategies promoted HIV combination prevention, opened up opportunities for recruitment meetings, helped to negotiate with and convince individuals to use PrEP, strengthened peer education, and evoked a feeling of "being with" and "walking together" despite the challenges. Face-to-face or online interactions using social technologies played a crucial role in recruiting adolescents for the project, expanding knowledge on PrEP and other combination prevention strategies and access to health services and self-care.
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Affiliation(s)
| | | | - Sandra Assis Brasil
- Instituto de Saúde Coletiva, Universidade do Estado da Bahia, Salvador, Brasil
| | - Eliana Miura Zucchi
- Programa de Pós-graduação em Saúde Coletiva, Universidade Católica de Santos, Santos, Brasil
| | | | - Laio Magno
- Instituto de Saúde Coletiva, Universidade do Estado da Bahia, Salvador, Brasil
| | | | - Ines Dourado
- Instituto de Saúde Coletiva, Universidade do Estado da Bahia, Salvador, Brasil
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Stafylis C, Vavala G, Wang Q, McLeman B, Lemley SM, Young SD, Xie H, Matthews AG, Oden N, Revoredo L, Shmueli-Blumberg D, Hichborn EG, McKelle E, Moran LM, Jacobs P, Marsch LA, Klausner JD. Relative Effectiveness of Social Media, Dating Apps, and Information Search Sites in Promoting HIV Self-testing: Observational Cohort Study. JMIR Form Res 2022; 6:e35648. [PMID: 36149729 PMCID: PMC9591705 DOI: 10.2196/35648] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 07/11/2022] [Accepted: 08/10/2022] [Indexed: 11/13/2022] Open
Abstract
Background Social media sites, dating apps, and information search sites have been used to reach individuals at high risk for HIV infection. However, it is not clear which platform is the most efficient in promoting home HIV self-testing, given that the users of various platforms may have different characteristics that impact their readiness for HIV testing. Objective This study aimed to compare the relative effectiveness of social media sites, dating apps, and information search sites in promoting HIV self-testing among minority men who have sex with men (MSM) at an increased risk of HIV infection. Test kit order rates were used as a proxy to evaluate promotion effectiveness. In addition, we assessed differences in characteristics between participants who ordered and did not order an HIV test kit. Methods Culturally appropriate advertisements were placed on popular sites of three different platforms: social media sites (Facebook, Instagram), dating apps (Grindr, Jack’D), and information search sites (Google, Bing). Advertisements targeted young (18-30 years old) and minority (Black or Latinx) MSM at risk of HIV exposure. Recruitment occurred in 2 waves, with each wave running advertisements on 1 platform of each type over the same period. Participants completed a baseline survey assessing sexual or injection use behavior, substance use including alcohol, psychological readiness to test, attitudes toward HIV testing and treatment, and HIV-related stigma. Participants received an electronic code to order a free home-based HIV self-test kit. Follow-up assessments were conducted to assess HIV self-test kit use and uptake of pre-exposure prophylaxis (PrEP) at 14 and 60 days post enrollment. Results In total, 271 participants were enrolled, and 254 were included in the final analysis. Among these 254 participants, 177 (69.7%) ordered a home HIV self-test kit. Most of the self-test kits were ordered by participants enrolled from dating apps. Due to waves with low enrollment, between wave statistical comparisons were not feasible. Within wave comparison revealed that Jack’D showed higher order rates (3.29 kits/day) compared to Instagram (0.34 kits/day) and Bing (0 kits/day). There were no associations among self-test kit ordering and HIV-related stigma, perceptions about HIV testing and treatment, and mistrust of medical organizations. Conclusions Our findings show that using popular dating apps might be an efficient way to promote HIV self-testing. Stigma, perceptions about HIV testing and treatment, or mistrust of medical organizations may not affect order rates of HIV test kits promoted on the internet. Trial Registration ClinicalTrials.gov NCT04155502; https://clinicaltrials.gov/ct2/show/NCT04155502 International Registered Report Identifier (IRRID) RR2-10.2196/20417
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Affiliation(s)
- Chrysovalantis Stafylis
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, United States
| | - Gabriella Vavala
- Division of Infectious Diseases, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Qiao Wang
- Division of Infectious Diseases, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Bethany McLeman
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Shea M Lemley
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Sean D Young
- Department of Emergency Medicine, School of Medicine, University of California, Irvine, Irvine, CA, United States
- Department of Informatics, Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, CA, United States
| | - Haiyi Xie
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | | | - Neal Oden
- The Emmes Company LLC, Rockville, MD, United States
| | - Leslie Revoredo
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | | | - Emily G Hichborn
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Erin McKelle
- Education, Training and Research Associates, Oakland, CA, United States
| | - Landhing M Moran
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Petra Jacobs
- National Institute on Aging, Bethesda, MD, United States
| | - Lisa A Marsch
- Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Jeffrey D Klausner
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, United States
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Darko EM, Kleib M, Olson J. Social Media Use for Research Participant Recruitment: Integrative Literature Review. J Med Internet Res 2022; 24:e38015. [PMID: 35925655 PMCID: PMC9389385 DOI: 10.2196/38015] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Social media tools have provided health researchers with the opportunity to engage with communities and groups in a nonconventional manner to recruit participants for health research. Using social media to advertise research opportunities and recruit participants facilitates accessibility to participants from broad geographical areas and diverse populations. However, little guidance is provided by ethics review boards for researchers to effectively use this recruitment method in their research. OBJECTIVE This study sought to explore the literature on the use of social media for participant recruitment for research studies and identify the best practices for recruiting participants using this method. METHODS An integrative review approach was used to synthesize the literature. A total of 5 health sciences databases, namely, EMBASE (Ovid), MEDLINE (Ovid and EBSCOhost), PsycINFO (Ovid), Scopus (Elsevier), and CINAHL Plus with Full Text (EBSCOhost), were searched using predefined keywords and inclusion and exclusion criteria. The initial search was conducted in October 2020 and was updated in February 2022. Descriptive and content analyses were applied to synthesize the results, and the findings are presented in a narrative and tabular format. RESULTS A total of 96 records were included in this review, 83 (86%) from the initial search and 13 (14%) from the updated search. The publication year ranged between 2011 and 2022, with most publications (63/96, 66%) being from the United States. Regarding recruitment strategy, 45% (43/96) of the studies exclusively used social media, whereas 51% (49/96) used social media in conjunction with other strategies. The remaining 4% (4/96) provided guidelines and recommendations for social media recruitment. Notably, 38% (36/96) of these studies involved hard-to-reach populations. The findings also revealed that the use of social media is a cost-effective and efficient strategy for recruiting research participants. Despite the expanded use across different populations, there is limited participation of older adults in social media recruitment. CONCLUSIONS This review provides important insights into the current use of social media for health research participant recruitment. Ethics boards and research support services in academic institutions are encouraged to explicitly provide researchers with guidelines on the use of social media for health research participant recruitment. A preliminary guideline prepared based on the findings of this review is proposed to spark further development in this area.
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Affiliation(s)
- Elizabeth Mirekuwaa Darko
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
| | - Manal Kleib
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
| | - Joanne Olson
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
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Bezerra DRB, Jalil CM, Jalil EM, Coelho LE, Netto EC, Freitas J, Monteiro L, Santos T, Souza C, Hoagland B, Veloso VG, Grinsztejn B, Cardoso SW, Torres TS. Comparing Web-Based Venues to Recruit Gay, Bisexual, and Other Cisgender Men Who Have Sex With Men to a Large HIV Prevention Service in Brazil: Evaluation Study. JMIR Form Res 2022; 6:e33309. [PMID: 35925658 PMCID: PMC9389387 DOI: 10.2196/33309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 07/13/2022] [Accepted: 07/14/2022] [Indexed: 11/13/2022] Open
Abstract
Background
Internet and mobile phones, widely available in Brazil, could be used to disseminate information about HIV prevention and to recruit gay, bisexual, and other cisgender men who have sex with men (MSM) to HIV prevention services. Data evaluating the characteristics of MSM recruited through different web-based strategies and estimating their cost and yield in the country are not available.
Objective
We aimed to describe a web-based recruitment cascade, compare the characteristics of MSM recruited to a large HIV prevention service in Rio de Janeiro according to web-based venues, and estimate the cost per participant for each strategy.
Methods
We promoted advertisements on geosocial networking (GSN) apps (Hornet and Grindr) and social media (Facebook and Instagram) from March 2018 to October 2019. The advertisements invited viewers to contact a peer educator to schedule a visit at the HIV prevention service. Performance of web-based recruitment cascade was based on how many MSM (1) were reached by the advertisement, (2) contacted the peer educator, and (3) attended the service. We used chi-square tests to compare MSM recruited through GSN apps and social media. The estimated advertisement cost to recruit a participant was calculated by dividing total advertisement costs by number of participants who attended the service or initiated preexposure prophylaxis (PrEP).
Results
Advertisement reached 1,477,344 individuals; 1270 MSM contacted the peer educator (86 contacts per 100,000 views)—564 (44.4%), 401 (31.6%) and 305 (24.0%)—through social media, Grindr, and Hornet. Among the 1270 individuals who contacted the peer educator, 36.3% (n=461) attended the service with similar proportion for each web-based strategy (social media: 203/564, 36.0%; Grindr: 152/401, 37.9%; and Hornet: 107/305, 35.1%). MSM recruited through GSN apps were older (mean age 30 years vs 26 years; P<.001), more frequently self-reported as White (111/247, 44.9% vs 62/191, 32.5%; P=.03), and had higher schooling level (postsecondary: 157/254, 61.8% vs 94/194, 48.5%; P=.007) than MSM recruited through social media. GSN apps recruited MSM with higher HIV risk as measured by PrEP eligibility (207/239, 86.6% vs 133/185, 71.9%; P<.001) compared with social media, but there was no difference in PrEP uptake between the two strategies (P=.22). The estimated advertisement costs per participant attending the HIV prevention service were US $28.36 for GSN apps and US $12.17 for social media. The estimated advertisement costs per participant engaging on PrEP were US $58.77 for GSN apps and US $27.75 for social media.
Conclusions
Social media and GSN app advertisements were useful to disseminate information on HIV prevention strategies and to recruit MSM to a large HIV prevention service in Brazil. Compared to GSN apps, social media advertisements were less expensive and reached more vulnerable and younger MSM. Digital marketing campaigns should use different and complementary web-based venues to reach a plurality of MSM.
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Affiliation(s)
| | - Cristina Moreira Jalil
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Emilia Moreira Jalil
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Lara Esteves Coelho
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | | | - Josias Freitas
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Laylla Monteiro
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Toni Santos
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Cleo Souza
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Brenda Hoagland
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | | | - Beatriz Grinsztejn
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Sandra Wagner Cardoso
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Thiago Silva Torres
- Fundação Oswaldo Cruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
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Witkovic YD, Kim HC, Bright DJ, Tan JY. Recruiting Black Men Who Have Sex With Men (MSM) Couples via Dating Apps: Pilot Study on Challenges and Successes. JMIR Form Res 2022; 6:e31901. [PMID: 35394432 PMCID: PMC9034429 DOI: 10.2196/31901] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 10/06/2021] [Accepted: 12/09/2021] [Indexed: 01/30/2023] Open
Abstract
Background HIV disproportionately impacts Black men who have sex with men (MSM), and targeting the primary relationship (ie, couples) using mobile technology for health holds promise for HIV prevention. Web-based recruitment of MSM is commonly employed in HIV prevention and intervention research. However, little known about recruiting Black MSM couples on the internet in the United States. Objective This study describes the process of recruiting Black MSM couples over social networking and dating apps frequented by MSM. We describe the activities for recruiting, screening, and enrolling participants as part of a randomized trial employing a multipronged recruitment approach. Methods Black MSM in couples were recruited via three apps (ie, Jack’d, Adam4Adam, and Growlr) between May 2020 and March 2021 during the COVID-19 pandemic in the United States. Black MSM couples were eligible if one or both partners are Black, MSM, and living with HIV, and if both partners were 18 years or older, and have been together for at least 2 months in what they both consider a primary relationship (ie, one in which both partners reported feeling most committed to over any other partner or relationship). Results A total of 10 Black MSM couples (n=20) were enrolled via social networking apps. App recruitment activities were a combination of passive (eg, in-app advertisements) and active (eg, direct messaging of users) engagement. Recruitment approaches varied by the social networking app owing to differences in app features. A full-time recruiter experienced challenges such as bugs (ie, technical errors in computer program or system), navigating technical requirements specific to each app, and web-based harassment. Conclusions Despite challenges, it was possible to recruit Black MSM couples virtually into research as part of a multipronged recruitment strategy. We identify tips for using web-based dating and other social networking apps as part of a recruitment strategy in future research with Black MSM couples.
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Affiliation(s)
- Yong Darin Witkovic
- Department of Psychology, Palo Alto University, Palo Alto, CA, United States
| | - Hyunjin Cindy Kim
- Division of Prevention Science, Center for AIDS Prevention Studies, University of California San Francisco, San Francisco, CA, United States
| | - Darius Jovon Bright
- Division of Prevention Science, Center for AIDS Prevention Studies, University of California San Francisco, San Francisco, CA, United States
| | - Judy Y Tan
- Division of Prevention Science, Center for AIDS Prevention Studies, University of California San Francisco, San Francisco, CA, United States
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Comparing the Efficiency of Online and Field-Based Outreach for the Recruitment of Black and Latino Sexual Minority Men into an HIV Prevention Implementation Trial. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2022; 23:900-906. [PMID: 35394598 PMCID: PMC10150868 DOI: 10.1007/s11121-022-01367-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2022] [Indexed: 10/18/2022]
Abstract
Rates of HIV diagnoses among young Black and Latino sexual minority men (SMM) have continued to increase since 2011; meanwhile, overall rates in the USA have decreased. Despite their importance, academic and medical institutions have often struggled to engage and recruit racial and ethnic minority SMM in HIV prevention services and research. The current study compares the success of two strategies for recruiting racial and ethnic minority SMM. Recruitment occurred in the context of a larger implementation study testing the effectiveness of a substance use and HIV prevention intervention among SMM at high risk for HIV infection. SMM (n = 778) were reached through either (1) field-based outreach conducted by two local community-based organizations (CBOs) delivering the intervention or (2) online recruitment coordinated by the trial's academic research partner. Field-based recruitment reached a significantly larger proportion of Black (42.9% vs. 18.2% reached online) and Latino individuals (40.3% vs. 28.1% reached online). Although online recruitment reached a greater proportion of SMM who met trial eligibility criteria (58.4% vs. 35.3% for field-based outreach; χ2(1) = 38.471, p < .001), a greater proportion of eligible participants identified through field-based outreach actually enrolled into the study trial (30.9% vs. 18.8% for online recruitment; χ2(1) = 7.82, p < .01). As a result, field-based recruitment required fewer recruitment staff hours (2.62 per enrolled participant) than online recruitment (3.46 recruitment staff hours per enrolled participant). Findings illustrate the potential for field-based, CBO-executed recruitment to reach Black and Latino SMM and for CBOs to successfully enroll those identified as eligible. Future prevention and implementation research should routinely engage community partners in the development of study recruitment strategies in a manner that can inform outreach and marketing efforts for HIV prevention research and prevention. Clinicaltrials.gov = NCT03488914.
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Iott BE, Loveluck J, Benton A, Golson L, Kahle E, Lam J, Bauermeister JA, Veinot TC. The impact of stigma on HIV testing decisions for gay, bisexual, queer and other men who have sex with men: a qualitative study. BMC Public Health 2022; 22:471. [PMID: 35264132 PMCID: PMC8908600 DOI: 10.1186/s12889-022-12761-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 02/11/2022] [Indexed: 11/20/2022] Open
Abstract
Background Stigmatization may prompt gay, bisexual, queer and other men who have sex with men (GBQMSM) to avoid or delay HIV testing. There has been little attention to GBQMSMs’ perspectives about how stigma may influence their decisions about whether, where, and how often to get tested for HIV. Methods We conducted nine focus groups with 64 adult GBQMSM in Metropolitan Detroit, including HIV-negative men and people living with HIV (PLWH). Data were thematically analyzed deductively and inductively in three rounds. Results Three themes emerged regarding whether to get tested: (1) Perceived promiscuity, risk perceptions and HIV testing; (2) Fearing sexual rejection; and (3) Fearing friend and family member distancing and rejection. Themes concerning where to get tested included: (4) Conflating HIV testing and diagnosis; and (5) Seeking privacy and safety at specialized services. As for how often to get tested, themes included: (6) Reducing contact with healthcare providers due to intersectional stigma; (7) Responsibility and regular testing; and (8) HIV stigma and testing as routine care. Black participants articulated themes (3), (4), and (6) with greater frequency than other participants. Framing HIV testing as a personal responsibility may have created a “new stigma,” with unintended consequences not observed with “routine healthcare” messaging. Conclusions GBQMSMs’ perspectives indicate the potential for new foci for HIV testing promotion interventions based on stigma-related issues that they deem important. There is a need for interventions to challenge the “promiscuity” stereotype, and to reduce the sexual stigmatization of GBQMSM living with HIV/AIDS—especially online. Provider stigma requires both intervention and continued availability of specialized services. Future stigma-reduction interventions for Black GBQMSM could focus on building family support/acceptance, awareness of multiple testing options, and integrating LGBTQ-related issues into initiatives for racial justice in health care. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-12761-5.
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Affiliation(s)
- Bradley E Iott
- School of Information, University of Michigan, Ann Arbor, MI, USA.,Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | | | - Akilah Benton
- Detroit Health Department, City of Detroit, Detroit, MI, USA
| | - Leon Golson
- Unified - HIV Health and Beyond, Ypsilanti, MI, USA
| | - Erin Kahle
- School of Nursing, University of Michigan, Ann Arbor, MI, USA
| | - Jason Lam
- School of Information, University of Michigan, Ann Arbor, MI, USA
| | | | - Tiffany C Veinot
- School of Information, University of Michigan, Ann Arbor, MI, USA. .,Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
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10
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Gebru NM, Benvenuti MC, Rowland BHP, Kalkat M, Chauca PG, Leeman RF. Relationships among Substance Use, Sociodemographics, Pre-Exposure Prophylaxis (PrEP) Awareness and Related Attitudes among Young Adult Men Who Have Sex with Men. Subst Use Misuse 2022; 57:786-798. [PMID: 35188880 PMCID: PMC9082761 DOI: 10.1080/10826084.2022.2040030] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Men who have sex with men (MSM) account for two-thirds of new HIV diagnoses. Pre-exposure prophylaxis (PrEP), a highly efficacious HIV preventive medication, is underutilized. Identifying correlates of PrEP awareness and attitudes may help increase PrEP use. Thus, we evaluated (1) PrEP awareness; (2) differences in awareness related to substance use and sociodemographics; (3) initial PrEP information sources; and (4) possible associations between information sources and PrEP-related attitudes. Young adult (ages 18-30) HIV-negative MSM from Southern U.S. undertook a web survey including questions about substance use, sexual behaviors, perceived HIV risk, and PrEP. Participants were recruited using in-person and online approaches between January 2018-January 2020. Of 506 participants, 89% were aware of PrEP. Participants with high alcohol consumption and greater perceived HIV risk had higher odds of PrEP unawareness with a trend for minority race/ethnicity. PrEP-aware participants reported high overall perceived safety, confidence in PrEP's efficacy, and low perceived difficulties with adherence though those with higher perceived HIV risk and individuals who used tobacco had less favorable attitudes. Most participants first heard about PrEP from the internet. There were no statistically significant differences in PrEP-related attitudes across initial information sources. Associations between substance use and racial/ethnic minority status and lack of PrEP awareness suggest priority subgroups for educational campaigns. Future campaigns may tailor outreach materials to the respective audience (e.g., Spanish materials for Hispanic people) and disseminate where individuals who use substances may be more likely to see them (e.g., liquor and convenience stores). Supplemental data for this article is available online at https://doi.org/10.1080/10826084.2022.2040030 .
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Affiliation(s)
- Nioud Mulugeta Gebru
- Department of Health Education & Behavior, College of Health & Human Performance; Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
- Southern HIV and Alcohol Research Consortium, University of Florida, Gainesville, FL, USA
| | - Maria Costanza Benvenuti
- Department of Health Education & Behavior, College of Health & Human Performance; Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
- Southern HIV and Alcohol Research Consortium, University of Florida, Gainesville, FL, USA
| | - Bonnie H. P. Rowland
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Meher Kalkat
- Department of Health Education & Behavior, College of Health & Human Performance; Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
| | - Patricia G. Chauca
- Department of Health Education & Behavior, College of Health & Human Performance; Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
- Southern HIV and Alcohol Research Consortium, University of Florida, Gainesville, FL, USA
| | - Robert F. Leeman
- Department of Health Education & Behavior, College of Health & Human Performance; Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
- Southern HIV and Alcohol Research Consortium, University of Florida, Gainesville, FL, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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11
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Parker JN, Hunter AS, Bauermeister JA, Bonar EE, Carrico A, Stephenson R. Comparing Social Media and In-Person Recruitment: Lessons Learned From Recruiting Substance-Using, Sexual and Gender Minority Adolescents and Young Adults for a Randomized Control Trial. JMIR Public Health Surveill 2021; 7:e31657. [PMID: 34855613 PMCID: PMC8686481 DOI: 10.2196/31657] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/27/2021] [Accepted: 08/28/2021] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Recruiting large samples of diverse sexual and gender minority adolescent and young adults (AYAs) into HIV intervention research is critical to the development and later dissemination of interventions that address the risk factors for HIV transmission among substance-using, sexual and gender minority AYAs. OBJECTIVE This paper aimed to describe the characteristics of the samples recruited via social media and in-person methods and makes recommendations for strategies to recruit substance-using, sexual and gender minority AYAs, a hardly reached population that is a priority for HIV prevention research. METHODS Using data from a randomized control trial of an HIV and substance use intervention with sexual and gender minority AYAs, aged 15 to 29 years in southeastern Michigan (n=414), we examined demographic and behavioral characteristics associated with successful recruitment from a range of virtual and physical venues. RESULTS We found that paid advertisements on Facebook, Instagram, and Grindr offered the largest quantity of eligible participants willing to enroll in the trial. Instagram offered the largest proportion of transgender masculine participants, and Grindr offered the largest proportion of Black/African American individuals. Although we attempted venue-based recruitment at clubs, bars, community centers, and AIDS service organizations, we found it to be unsuccessful for this specific hardly reached population. Social media and geobased dating applications offered the largest pool of eligible participants. CONCLUSIONS Understanding factors associated with successful recruitment has the potential to inform effective and efficient strategies for HIV prevention research with substance-using, sexual and gender AYAs. TRIAL REGISTRATION ClinicalTrials.gov NCT02945436; https://clinicaltrials.gov/ct2/show/NCT02945436. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/resprot.9414.
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Affiliation(s)
- Jayelin N Parker
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States
| | - Alexis S Hunter
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States
| | - Jose A Bauermeister
- Program on Sexuality, Technology & Action Research, University of Pennsylvania, Philadelphia, PA, United States
| | - Erin E Bonar
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States
- Department of Psychiatry, University of Michigan Addiction Center, University of Michigan, Ann Arbor, MI, United States
| | - Adam Carrico
- Division of Prevention Science and Community Health, University of Miami, Miami, FL, United States
| | - Rob Stephenson
- Center for Sexuality and Health Disparities, University of Michigan, Ann Arbor, MI, United States
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12
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Ancker JS, Benda NC, Reddy M, Unertl KM, Veinot T. Guidance for publishing qualitative research in informatics. J Am Med Inform Assoc 2021; 28:2743-2748. [PMID: 34537840 PMCID: PMC8633663 DOI: 10.1093/jamia/ocab195] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/26/2021] [Accepted: 08/31/2021] [Indexed: 11/25/2022] Open
Abstract
Qualitative research, the analysis of nonquantitative and nonquantifiable data through methods such as interviews and observation, is integral to the field of biomedical and health informatics. To demonstrate the integrity and quality of their qualitative research, authors should report important elements of their work. This perspective article offers guidance about reporting components of the research, including theory, the research question, sampling, data collection methods, data analysis, results, and discussion. Addressing these points in the paper assists peer reviewers and readers in assessing the rigor of the work and its contribution to the literature. Clearer and more detailed reporting will ensure that qualitative research will continue to be published in informatics, helping researchers disseminate their understanding of people, organizations, context, and sociotechnical relationships as they relate to biomedical and health data.
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Affiliation(s)
- Jessica S Ancker
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Natalie C Benda
- Department of Population Health Sciences, Weill Cornell Medicine, New York, USA
| | - Madhu Reddy
- Department of Informatics, University of California, Irvine, Irvine, California, USA
| | - Kim M Unertl
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Tiffany Veinot
- School of Information, University of Michigan, Ann Arbor, Michigan, USA
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13
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Ocasio MA, Fernandez MI, Joseph JM, Rezai R. Engaging Sexual and Gender Minority Youth in HIV Interventions Through Gay Dating Apps: Recruitment Protocol. JMIR Res Protoc 2021; 10:e28864. [PMID: 34156342 PMCID: PMC8277323 DOI: 10.2196/28864] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 05/25/2021] [Accepted: 05/25/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND HIV continues to disproportionately impact sexual and gender minority youth (SGMY) in the United States. Public health efforts have increasingly focused on developing efficacious interventions to curb the spread of HIV among SGMY and help those living with HIV achieve and sustain viral suppression. However, recruiting and engaging SGMY in prevention and care interventions is challenging. OBJECTIVE During the past decade, gay dating apps have quickly emerged as popular web-based spaces in which SGMY congregate. Although the recruitment of SGMY through these apps has been commonly reported, advertisement is the typical modality used, and direct recruitment approaches are not adequately described. This study aims to describe the process for developing a direct recruitment protocol for use in gay dating apps. METHODS The Adolescent Medicine Trials Network Comprehensive Adolescent Research and Engagement Studies is a community-based research program consisting of 3 interrelated studies testing scalable behavioral interventions to improve HIV prevention and care engagement among youth aged 12-24 years in Los Angeles and New Orleans. To supplement our in-person recruitment approaches for Comprehensive Adolescent Research and Engagement Studies, the New Orleans site formed a gay dating app recruitment team. In April 2018, the team developed a loosely structured protocol that included study-specific profiles and sample language to guide initial recruitment efforts. Two self-identified Black, gay cisgender male field recruiters field-tested the protocol on the popular gay dating app Jack'd. During the field test, the recruitment team met weekly to discuss the recruiters' experiences and user reactions. For example, we learned the importance of addressing concerns about study legitimacy and identifying appropriate ways to describe the study. We iteratively incorporated these lessons learned into the final protocol and developed a training program and tracking procedures before moving to full-scale implementation at both sites. RESULTS Adhering to this protocol yielded 162 enrollments in New Orleans (332 total enrollments across the two sites) throughout the recruitment period (April 2018 to August 2019). Most of these participants were sexual minority cisgender males (91%), and the remainder were identified as members of gender minority groups. We outlined step-by-step instructions on training staff, engaging users, and scheduling and tracking recruitment activities. CONCLUSIONS This paper provides a practical guide for researchers and community-based providers to implement a gay dating app recruitment protocol. Our experience indicates that gay dating app recruitment is feasible and fruitful when the staff members are knowledgeable, flexible, honest, and respectful to the user. Perhaps the most salient lesson we learned in approaching gay dating app users is the importance of setting clear and transparent intentions without judgment. As gay dating apps continue to increase in popularity, researchers need to stay vigilant to changing formats and develop systematic approaches to harness their potential as invaluable recruitment strategies for SGMY. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR1-10.2196/28864.
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Affiliation(s)
- Manuel A Ocasio
- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States
| | - Maria Isabel Fernandez
- College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Ja'Lon M Joseph
- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States
| | - Roxana Rezai
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States
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- Department of Pediatrics, School of Medicine, Tulane University, New Orleans, LA, United States.,College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States.,Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States.,Los Angeles LGBT Center, Los Angeles, CA, United States.,UT Southwestern Medical Center, Dallas, TX, United States.,School of Medicine, University of California, San Fransisco, San Fransisco, CA, United States.,Division of Infectious Diseases, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
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14
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Horvath KJ, Walker T, Mireles L, Bauermeister JA, Hightow-Weidman L, Stephenson R. A Systematic Review of Technology-Assisted HIV Testing Interventions. Curr HIV/AIDS Rep 2020; 17:269-280. [PMID: 32507984 PMCID: PMC7276280 DOI: 10.1007/s11904-020-00506-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
PURPOSE OF REVIEW The purpose of this review is to describe and assess the literature on mobile health (mHealth) and other technology-based HIV testing interventions published in the 5-year period from 2015 to 2020. RECENT FINDINGS We identified 18 published technology-based studies, 6 of which were efficacy trials and the remaining 12 were either pilot randomized controlled trials (RCTs) or quasi-experimental studies. Most (n = 10) interventions were conducted outside the USA, including countries in Sub-Saharan Africa (n = 4), China (n = 3), Latin America (n = 2), and India (n = 1). All efficacy trials showed some evidence of efficacy, although uptake of HIV testing was low among in intervention trials that consisted of a low number of text messages. Most pilot RCTs demonstrated high levels of feasibility and acceptability, as well as some evidence that the intervention participants benefited more than the control group. Many non-randomized trials similarly reported positive appraisal by study participants. Recommendations for future research and practice by the authors of the studies reviewed here are summarized. Technology-assisted HIV testing interventions may be an important strategy to reach national and global targets for HIV status awareness in the general population and for most at-risk groups. Although there appears to be growing evidence of their benefit, questions linger regarding how to leverage existing social media platforms to promote HIV testing, which interventions work for what populations, and best practices for scaling up mHealth and other technology-based interventions.
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Affiliation(s)
- Keith J Horvath
- Department of Psychology, San Diego State University, San Diego, CA, USA.
| | - Teresa Walker
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Linda Mireles
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | | | - Lisa Hightow-Weidman
- Institute for Global Health & Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Rob Stephenson
- Center for Sexuality and Health Disparities, and the School of Nursing, University of Michigan, Ann Arbor, MI, USA
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15
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Mitchell JW, Lammert S, Danh T, Horvath KJ. Optimizing enrollment methods: Lessons learned from an mHealth, pilot HIV prevention randomized controlled trial with sexual minority men. Int J STD AIDS 2019; 30:703-706. [PMID: 30890120 DOI: 10.1177/0956462419831854] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Using data from eligible participants, we evaluated procedures of a multi-step enrollment process for an mHealth, pilot randomized controlled trial aimed to promote regular HIV testing among at-risk, diverse sexual minority men. Completion rates of eligible participants were calculated and characterized for these enrollment procedures. Among 3058 men who screened, 183 were eligible and 113 enrolled. Two groups emerged: "As planned" (n = 98) followed enrollment directions as designed; "Laggers" (n = 15) did not follow these directions and required additional efforts resulting in mixed results for improving enrollment. Findings suggest the need for pre-determined enrollment decision rules based on available resources.
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Affiliation(s)
- Jason W Mitchell
- 1 Office of Public Health Studies, University of Hawai'i at Mānoa, Honolulu, HI, USA
| | - Sara Lammert
- 2 Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Thu Danh
- 2 Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Keith J Horvath
- 2 Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
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16
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Veinot TC, Mitchell H, Ancker JS. Good intentions are not enough: how informatics interventions can worsen inequality. J Am Med Inform Assoc 2018; 25:1080-1088. [PMID: 29788380 PMCID: PMC7646885 DOI: 10.1093/jamia/ocy052] [Citation(s) in RCA: 322] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 04/12/2018] [Accepted: 05/03/2018] [Indexed: 01/09/2023] Open
Abstract
Health informatics interventions are designed to help people avoid, recover from, or cope with disease and disability, or to improve the quality and safety of healthcare. Unfortunately, they pose a risk of producing intervention-generated inequalities (IGI) by disproportionately benefiting more advantaged people. In this perspective paper, we discuss characteristics of health-related interventions known to produce IGI, explain why health informatics interventions are particularly vulnerable to this phenomenon, and describe safeguards that can be implemented to improve health equity. We provide examples in which health informatics interventions produced inequality because they were more accessible to, heavily used by, adhered to, or effective for those from socioeconomically advantaged groups. We provide a brief outline of precautions that intervention developers and implementers can take to guard against creating or worsening inequality through health informatics. We conclude by discussing evaluation approaches that will ensure that IGIs are recognized and studied.
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Affiliation(s)
- Tiffany C Veinot
- School of Information and Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Hannah Mitchell
- Department of Healthcare Policy & Research, Division of Health Informatics, Weill Cornell Medical College, New York, New York, USA
| | - Jessica S Ancker
- Department of Healthcare Policy & Research, Division of Health Informatics, Weill Cornell Medical College, New York, New York, USA
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