Evidence map›Paper›PMID 42441551›Full record

ArticlePLOS digital health2026

Identifying dissemination strategies for promoting adoption of digital health interventions in clinical settings: A convergent parallel study on text message support for HIV pre-exposure prophylaxis (PrEP) adherence.

Erik M S Ocean, Sonal D Sharma, Tyler B Wray

Abstract read
In one paragraph

Article in PLOS digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Erik M S OceanDepartment of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, United States of America.ORCID https://orcid.org/0000-0002-7150-6696
Sonal D SharmaDepartment of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, United States of America.ORCID https://orcid.org/0009-0003-5771-4020
Tyler B WrayDepartment of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, Rhode Island, United States of America.

Funding

Virology CoreP01AA019072 · NIAAA · BROWN UNIVERSITY · PI KAHLER, CHRISTOPHER W. · 2010 to 2024
$19.7M
NIAAA NIH HHS P01 AA019072
6 · The paper itself

Abstract

Many patient-focused digital health products that would be ideal for clinic-based promotion fail to gain traction in real-world practice, even when there is strong evidence that they improve health outcomes. Promoting adoption among both providers and patients in these settings remains a major challenge. For example, a recent U.S. Preventive Services Task Force review found that digital interventions such as smartphone apps and text-messaging programs increased the proportion of people taking PrEP as prescribed by about 10% compared with standard care. Despite these promising results, such interventions have seen little real-world uptake, and few studies have identified strategies to effectively promote their adoption in clinical settings or among patients. We conducted a convergent parallel, mixed methods study to identify a range of potential strategies for promoting adoption of a conceptual digital health intervention in medical outpatient clinics. Executives and leaders of PrEP clinics (N = 8) and established PrEP patients (N = 8) completed an in-depth qualitative interview followed by a survey. Interview data were analyzed using thematic analysis methods and survey data were analyzed using basic descriptive statistics. Qualitative findings identified main themes via executive interviews and patient interviews, with much overlap. Clinic executives and patients perceived direct, trusted communication from providers as the most likely driver of adoption for digital health interventions. Both groups also highlighted the potential roles non-clinic staff play in providing additional details. Additionally, both groups identified in-clinic and out-of-clinic general marketing strategies. Quantitative survey results generally confirmed these findings, with patients rating direct mentions from providers as a strategy most likely to lead to adoption, and providers rating discussions in provider meetings and direct recommendations from colleagues among the most likely to encourage them to recommend it to patients. Together, these findings identify promising dissemination strategies that should be tested in future studies.

Identifiers

PMID42441551
PMCPMC13362131

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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.