SynthesisSystematic reviews2016
Identifying configurations of behavior change techniques in effective medication adherence interventions: a qualitative comparative analysis.
Synthesis in Systematic reviews, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.
What it found
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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
30 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Digital Health Interventions to Promote Physical Activity Among Adolescents: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Identifying Brief Message Content for Interventions Delivered via Mobile Devices to Improve Medication Adherence in People With Type 2 Diabetes Mellitus: A Rapid Systematic Review.Journal of medical Internet research · 2019Pooled it
- Trial
- Pathways leading to success and non-success: a process evaluation of a cluster randomized physical activity health promotion program applying fuzzy-set qualitative comparative analysis.BMC public health · 2018Trial
- Token economy to improve adherence to activities of daily living.Pediatric blood & cancer · 2018Trial
- Overcoming Psychological Barriers to Treatment Adherence: The Case of Antihypertensive Medication.Cardiology clinics · 2026Review
- Using the behavior change wheel to develop text messages intervention (MedText-PCI) to promote medication adherence in patients after PCI.Frontiers in digital health · 2026Article
- A qualitative study of treatment adherence from the perspective of nurses and patients following acute coronary syndrome.BMC nursing · 2025Article
- Lessons Learned in Digital Health Promotion: The Promise and Challenge of Contextual Behavioral Science Methodology in Valuing Intervention Research.Behavioral sciences (Basel, Switzerland) · 2025Article
- Digital interventions in medication adherence: a narrative review of current evidence and challenges.Frontiers in pharmacology · 2025Review
- Effectiveness of behavior change techniques in eHealth-based cardiac rehabilitation in patients with coronary artery disease: A systematic review: Effective behavior change techniques in eHealth CR.American journal of preventive cardiology · 2024Article
- Identifying determinants of varenicline adherence using the Theoretical Domains framework: a rapid review.BMC public health · 2024Review
- Article
- Patient Adherence to Oral Anticancer Agents: A Mapping Review of Supportive Interventions.Current oncology (Toronto, Ont.) · 2023Review
- The engagement problem: A review of engagement with digital mental health interventions and recommendations for a path forward.Current treatment options in psychiatry · 2023Article
- Article
- The relationship between objective app engagement and medication adherence in asthma and COPD: a retrospective analysis.Scientific reports · 2021Article
- Four strategic areas to advance equitable implementation of evidence-based practices in cancer care.Translational behavioral medicine · 2021Article
- Pharmacists' and patients' perceptions about the importance of pharmacist services types to improve medication adherence among patients with diabetes in Indonesia.BMC health services research · 2021Article
- A model of integrated remote monitoring and behaviour change for osteoarthritis.BMC musculoskeletal disorders · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
backgroundInterventions to improve medication adherence are diverse and complex. Consequently, synthesizing this evidence is challenging. We aimed to extend the results from an existing systematic review of interventions to improve medication adherence by using qualitative comparative analysis (QCA) to identify necessary or sufficient configurations of behavior change techniques among effective interventions.
methodsWe used data from 60 studies in a completed systematic review to examine the combinations of nine behavior change techniques (increasing knowledge, increasing awareness, changing attitude, increasing self-efficacy, increasing intention formation, increasing action control, facilitation, increasing maintenance support, and motivational interviewing) among studies demonstrating improvements in adherence.
resultsAmong the 60 studies, 34 demonstrated improved medication adherence. Among effective studies, increasing patient knowledge was a necessary but not sufficient technique. We identified seven configurations of behavior change techniques sufficient for improving adherence, which together accounted for 26 (76 %) of the effective studies. The intervention configuration that included increasing knowledge and self-efficacy was the most empirically relevant, accounting for 17 studies (50 %) and uniquely accounting for 15 (44 %).
conclusionsThis analysis extends the completed review findings by identifying multiple combinations of behavior change techniques that improve adherence. Our findings offer direction for policy makers, practitioners, and future comparative effectiveness research on improving adherence.
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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.