An mHealth Platform for People With HIV Receiving Care in Washington, District of Columbia: Qualitative Analysis of Stakeholder Feedback
- PMID: 37725419
- PMCID: PMC10548330
- DOI: 10.2196/48739
An mHealth Platform for People With HIV Receiving Care in Washington, District of Columbia: Qualitative Analysis of Stakeholder Feedback
Abstract
Background: HIV viral suppression and retention in care continue to be challenging goals for people with HIV in Washington, District of Columbia (DC). The PositiveLinks mobile app is associated with increased retention in care and viral load suppression in nonurban settings. The app includes features such as daily medication reminders, mood and stress check-ins, an anonymized community board for peer-to-peer social support, secure messaging to care teams, and resources for general and clinic-specific information, among other features. PositiveLinks has not been tailored or tested for this distinct urban population of people with HIV.
Objective: This study aimed to inform the tailoring of a mobile health app to the needs of people with HIV and their providers in Washington, DC.
Methods: We conducted a 3-part formative study to guide the tailoring of PositiveLinks for patients in the DC Cohort, a longitudinal cohort of >12,000 people with HIV receiving care in Washington, DC. The study included in-depth interviews with providers (n=28) at study clinics, focus groups with people with HIV enrolled in the DC Cohort (n=32), and a focus group with members of the DC Regional Planning Commission on Health and HIV (COHAH; n=35). Qualitative analysis used a constant comparison iterative approach; thematic saturation and intercoder agreement were achieved. Emerging themes were identified and grouped to inform an adaptation of PositiveLinks tailored for patients and providers.
Results: Emerging themes for patients, clinic providers, and COHAH providers included population needs and concerns, facilitators and barriers to engagement in care and viral suppression, technology use, anticipated benefits, questions and concerns, and suggestions. DC Cohort clinic and COHAH provider interviews generated an additional theme: clinic processes. For patients, the most commonly discussed potential benefits included improved health knowledge and literacy (mentioned n=10 times), self-monitoring (n=7 times), and connection to peers (n=6 times). For providers, the most common anticipated benefits were improved communication with the clinic team (n=21), connection to peers (n=14), and facilitation of self-monitoring (n=11). Following data review, site principal investigators selected core PositiveLinks features, including daily medication adherence, mood and stress check-ins, resources, frequently asked questions, and the community board. Principal investigators wanted English and Spanish versions depending on the site. Two additional app features (messaging and documents) were selected as optional for each clinic site. Overall, 3 features were not deployed as not all participating clinics supported them.
Conclusions: Patient and provider perspectives of PositiveLinks had some overlap, but some themes were unique to each group. Beta testing of the tailored app was conducted (August 2022). This formative work prepared the team for a cluster randomized controlled trial of PositiveLinks' efficacy. Randomization of clinics to PositiveLinks or usual care occurred in August 2022, and the randomized controlled trial launched in November 2022.
International registered report identifier (irrid): RR2-10.2196/37748.
Keywords: HIV; adaptation; cluster randomized controlled trial; formative; mHealth; mobile health; mobile phone; qualitative methods; smartphone.
©Sylvia Caldwell, Tabor Flickinger, Jacqueline Hodges, Ava Lena D Waldman, Chloe Garofalini, Wendy Cohn, Rebecca Dillingham, Amanda Castel, Karen Ingersoll. Originally published in JMIR Formative Research (https://formative.jmir.org), 19.09.2023.
Conflict of interest statement
Conflicts of Interest: ALDW provides consulting services to Warm Health Technology, a wholly owned subsidiary of the University of Virginia Licensing & Ventures Group, a non-profit organization that partners with faculty, entrepreneurs, and investors to bring innovations discovered at UVA into the marketplace.
RD provides consulting services to Warm Health Technology, Inc, the company that licenses the PositiveLinks platform for distribution.
KI is one of the creators of the PositiveLinks application platform, a version of which is disseminated by a company, WHT, with whom the author has an unpaid consulting arrangement. KI has received royalties from WHT's income on one occasion.
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References
-
- Priority jurisdictions: phase I. HIV.gov. 2020. Nov 03, [2022-09-27]. https://www.hiv.gov/federal-response/ending-the-hiv-epidemic/jurisdictio... .
-
- The annual epidemiology and surveillance report. HIV/AIDS, Hepatitis, STI, and TB Administration (HAHSTA) 2022. [2023-05-03]. https://dchealth.dc.gov/sites/default/files/dc/sites/doh/publication/att... .
-
- Castel AD, Tang W, Peterson J, Mikre M, Parenti D, Elion R, Wood A, Kuo I, Willis S, Allen S, Kulie P, Ikwuemesi I, Dassie K, Dunning J, Saafir-Callaway B, Greenberg A. Sorting through the lost and found: are patient perceptions of engagement in care consistent with standard continuum of care measures? J Acquir Immune Defic Syndr. 2015 May 01;69 Suppl 1(0 1):S44–55. doi: 10.1097/QAI.0000000000000575. https://europepmc.org/abstract/MED/25867778 00126334-201505011-00007 - DOI - PMC - PubMed
-
- Terzian AS, Younes N, Greenberg AE, Opoku J, Hubbard J, Happ LP, Kumar P, Jones RR, Castel AD, DC Cohort Executive Committee Identifying spatial variation along the HIV care continuum: the role of distance to care on retention and viral suppression. AIDS Behav. 2018 Sep;22(9):3009–23. doi: 10.1007/s10461-018-2103-8. https://europepmc.org/abstract/MED/29603112 10.1007/s10461-018-2103-8 - DOI - PMC - PubMed
-
- Castel AD, Kalmin MM, Hart RL, Young HA, Hays H, Benator D, Kumar P, Elion R, Parenti D, Ruiz ME, Wood A, D'Angelo L, Rakhmanina N, Rana S, Bryant M, Hebou A, Fernández R, Abbott S, Peterson J, Wood K, Subramanian T, Binkley J, Happ LP, Kharfen M, Masur H, Greenberg AE. Disparities in achieving and sustaining viral suppression among a large cohort of HIV-infected persons in care - Washington, DC. AIDS Care. 2016 Nov;28(11):1355–64. doi: 10.1080/09540121.2016.1189496. https://europepmc.org/abstract/MED/27297952 - DOI - PMC - PubMed
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