ArticleJMIR human factors2026
Feasibility and Preferences to Adopt mHealth-Based Interventions for HIV Prevention Among High-Risk Groups: Cross-Sectional Study.
Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: HIV disproportionately affects men who have sex with men (MSM), transgender individuals, and people who inject drugs, with 70.1% of cases in Pakistan linked to these groups, aggravated by stigma and legal constraints. Mobile health (mHealth) interventions offer the potential to enhance HIV prevention, yet their acceptability remains underexplored. Objective: This study aimed to assess the feasibility, willingness to use, and preferences for mHealth-based interventions designed to improve HIV knowledge, testing uptake, and risk behavior reduction among MSM, transgender individuals, and people who inject drugs in Pakistan. Methods: A cross-sectional survey was conducted from February 2025 to May 2025 with 210 participants, including MSM and transgender individuals, recruited through respondent-driven sampling in collaboration with community-based organizations and nongovernmental organizations, while people who inject drugs were recruited from the rehabilitation centers of trusted community-based organizations and nongovernmental organizations, to ensure privacy and reduce safety concerns. Participants completed a self-administered questionnaire covering demographics, HIV knowledge, access to and use of mobile technology, acceptability and preferences for mHealth interventions, and HIV-related risk behaviors. Results: The majority of participants owned smartphones (161/210, 76.7%) and had daily internet access (115/210, 54.8%), spending an average of 3.41 (SD 3.10) hours online daily. High willingness (182/210, 86.7%) to use a clinic-integrated mHealth app for HIV prevention was reported. Preferred app-delivered features included educational resources (85/210, 40.5%), daily medication reminders (108/210, 51.4%), weekly HIV prevention information (110/210, 52.4%), e-consultation (158/210, 75.2%), and mental health information (134/210, 63.8%). Smartphone ownership (odds ratio 4.14, 95% CI 1.41-12.21; P=.009) and prior experience with an mHealth app (odds ratio 2.97, 95% CI 1.00-8.81; P=.05) were significantly associated with willingness to adopt an mHealth app. While 80.5% (169/210) reported some knowledge of HIV, only 17.1% (29/169) rated their knowledge high, and 46.1% (97/210) were unaware of their HIV status. In terms of vulnerability, participants reported that injected drug use (122/210, 58.1%), experiences of violence (87/210, 41.4%), and police detention (128/210, 61%) were prevalent. In terms of risky sexual behaviors, nearly half engaged in transactional sex (104/210, 49.5%) or had multiple partners (101/210, 48.1%), while consistent condom use remained low (90/210, 42.9%). Conclusions: There is high acceptability and considerable potential for mHealth interventions to enhance HIV prevention efforts among MSM, transgender individuals, and people who inject drugs in Pakistan. Tailored, discreet, and comprehensive mHealth platforms that include educational content, medication reminders, e-consultation, and mental health support are warranted. Addressing criminalization and ensuring user privacy will be crucial for the successful design and implementation of these interventions. Future research should focus on implementation research to assess the real-world uptake of these findings.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.