HealthCall: Smartphone Enhancement of Brief Interventions to Improve Medication Adherence Among Patients in HIV care
Hasin, D.; Aharonovich, E.; Zingman, B.; Stohl, M.; Walsh, C.; Elliott, J. C.; Fink, D.; Knox, J.; Durant, S.; Menchacha, R.; Sharma, A.
Show abstract
BackgroundHeavy drinking among People Living With HIV (PLWH) reduces antiretroviral adherence and worsens health outcomes. Lengthy interventions to reduce drinking and improve adherence are not feasible in most HIV primary care settings, and patients seldom follow referrals to outside treatment. Utilizing visual and video features of smartphone technology, we developed and tested HealthCall as an electronic (smartphone) means of increasing patient involvement in brief intervention to reduce drinking and improve medication adherence without making unfeasible demands on providers. MethodsAlcohol-dependent patients at a large urban HIV clinic were randomized to one of three groups: (1) Motivational Interviewing (MI) plus HealthCall (n=39), (2) NIAAA Clinicians Guide (CG) plus HealthCall (n=38), or (3) CG-only (n=37). Baseline interventions targeting drinking reduction and medication adherence were [~]25 minutes, with brief (10-15 min) booster sessions at 30 and 60 days. HealthCall involved daily use of the smartphone for 3-5 min/day, covering drinking, medication adherence, and other aspects of the prior 24 hours. Our outcome, assessed at 30 and 60 days, and 3, 6 and 12 months, was ART adherence (using unannounced phone pill-count method; possible adherence scores: 0%-100%). Analysis: generalized linear mixed models with pre-planned contrasts. ResultsStudy retention was excellent (85%-94% across timepoints) and unrelated to treatment arm or patient characteristics. ART adherence was generally high throughout follow-up, with some decline by 12 months. Although both CG+HealthCall and MI+HealthCall evidenced benefits early in follow-up, by 6 months, ART adherence was 11% better among patients in CG+HealthCall than in CG-only (p=0.03) and 9% better than among patients in MI+HealthCall (p=0.07). Efficacy differed slightly by gender (p=.09). ConclusionHealthCall paired with CG resulted in better ART adherence than CG alone. MI+HealthCalls early benefits diminished over time. Given the importance of ART adherence and drinking reduction among PLWH, and the low costs and time required for HealthCall, pairing HealthCall with brief interventions within HIV clinics merits widespread consideration.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Effect of a male-targeted digital decision support application aimed at increasing linkage to HIV care among men: Findings from the HITS cluster randomized clinical trial in rural South Africa 95%
- Maternal PrEP use in HIV-uninfected pregnant women in South Africa: Role of Stigma in PrEP initiation, retention and adherence 94%
- Undetectable=untransmittable (U=U) messaging increases uptake of HIV testing among men: Results from a pilot cluster randomized trial 94%
Similar papers in this journal
- Social and structural determinants of injection drug use-associated bacterial and fungal infections: a qualitative systematic review and thematic synthesis 92%
- Cognitive training and remediation interventions for substance use disorders: A Delphi consensus study 91%
- Ongoing HIV transmission following a large outbreak among people who inject drugs in Athens, Greece (2014-2020) 91%
Similar papers in this journal
- An evaluation of assumptions underlying respondent-driven sampling and the social contexts of sexual and gender minority youth participating in HIV clinical trials in the United States 93%
- Mental health, substance use and viral load suppression in adolescents receiving ART at a large paediatric HIV clinic in South Africa 92%
- Mobility and ART retention among men in Malawi: a mixed methods study 92%
Similar papers in this journal
- A randomized stepped wedge trial of an intensive combination approach to roll back the HIV epidemic in Nigerian Adolescents: iCARE Nigeria treatment support protocol 95%
- Improving HIV Outcomes in Miami’s Black populations with clinic-based community health workers protocol: The integrated navigation and support for treatment adherence, counseling, and research (INSTACARE) randomized controlled trial 94%
- Association between virtual visits and health outcomes of people living with HIV: A cross-sectional study 93%
Similar papers in this journal
- A community-engaged mHealth intervention to increase uptake of HIV Pre-Exposure Prophylaxis (PrEP) among gay, bisexual and other men who have sex with men in China: Study protocol for a pilot randomized controlled trial 94%
- Protocol for a qualitative study exploring the experiences and perceptions of dolutegravir/lamivudine dual antiretroviral therapy (the PEDAL Study) in people living with HIV 94%
- PROMISE (Program Refinements to Optimize Model Impact and Scalability based on Evidence): A cluster-randomized, stepped-wedge trial assessing effectiveness of the revised versus original Ryan White Part A HIV Care Coordination Program for patients with barriers to treatment 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.