SynthesisJournal of medical Internet research2020
Habit Strength, Medication Adherence, and Habit-Based Mobile Health Interventions Across Chronic Medical Conditions: Systematic Review.
Synthesis in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 58 papers, 6 of them syntheses that pooled 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.
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
58 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Factors Influencing Medication Adherence Among Adults Living with Diabetes and Comorbidities: a Qualitative Systematic Review.Current diabetes reports · 2024Pooled it
- Ecological momentary interventions for smoking cessation: a systematic review and meta-analysis.Social psychiatry and psychiatric epidemiology · 2023Pooled it
- Adherence to Oral Chemotherapy in Acute Lymphoblastic Leukemia during Maintenance Therapy in Children, Adolescents, and Young Adults: A Systematic Review.Current oncology (Toronto, Ont.) · 2023Pooled it
- Influencing medication taking behaviors using automated two-way digital communication: A narrative synthesis systematic review informed by the Behavior Change Wheel.British journal of health psychology · 2022Pooled it
- Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies.JMIR mHealth and uHealth · 2021Pooled it
- Mobile Apps for Dental Caries Prevention: Systematic Search and Quality Evaluation.JMIR mHealth and uHealth · 2021Pooled it
- Medication Adherence Behavior Assessed Using a Digital Bottle Cap: Retrospective Cohort Study.Journal of medical Internet research · 2026Trial
- A simple experiment to improve adherence for taking the oral contraceptive pill: An exploratory study of behavioural mechanisms.British journal of health psychology · 2025Trial
- Incorporating Behavioral Science in Medication Adherence Communication: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Enhancing tuberculosis treatment adherence and motivation through gamified real-time mobile app utilization: a single-arm intervention study.BMC public health · 2024Trial
- Formulation, evaluation, and optimisation of soft chewable lozenges using Box-Behnken design for the treatment of schizophrenia.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Engagement With a Relaxation-Based Mobile Health Intervention for Perioperative Anxiety: Prospective Longitudinal Cohort Mixed Methods Study.JMIR mHealth and uHealth · 2026Article
- Prevalence and factors influencing medication adherence after acute myocardial infarction: a systematic review and meta-analysis.International journal of clinical pharmacy · 2026Review
- Contexts and Mechanisms Related to the Efficacy of Digital Medication Adherence Interventions to Support Medication Adherence Among Adults With Chronic Diseases: Realist Review.Interactive journal of medical research · 2026Review
- Feasibility, Usability, and Acceptability of an Adaptive Mobile Health Medication Adherence Intervention for Youth: Iterative Mixed Methods Human-Centered Design Study.JMIR formative research · 2026Article
- SNAP Benefit Cycles and Antiretroviral Therapy Adherence Among Adults With HIV.JAMA network open · 2026Article
- Rapid Development and Testing of Behavioral Text Message Reminders for Antidepressant Adherence via Online Panels: Survey Study.Journal of medical Internet research · 2026Article
- Predictors of Medication Adherence Among Taiwanese Community-Based Adults with Hypertension: The Application of Temporal Self-Regulation Theory.Behavioral sciences (Basel, Switzerland) · 2026Article
- Overcoming Psychological Barriers to Treatment Adherence: The Case of Antihypertensive Medication.Cardiology clinics · 2026Review
- Moderating Role of Condom-Use Inertia on the Association Between Status Quo Bias and Pre-Exposure Prophylaxis Resistance Intention Among Chinese Men Who Have Sex With Men: Cross-Sectional Study.JMIR public health and surveillance · 2026Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
backgroundUnintentional medication nonadherence is common and has been associated with poor health outcomes and increased health care costs. Earlier research demonstrated a relationship between habit strength and medication adherence. Previous research also examined a habit's direct effect on adherence and how habit interacts with more conscious factors to influence or overrule them. However, the relationship between habit and adherence and the role of habit-based mobile health (mHealth) interventions remain unclear.
objectiveThis review aimed to systematically evaluate the most recent evidence for habit strength, medication adherence, and habit-based mHealth interventions across chronic medical conditions.
methodsA keyword search with combinations of the terms habit, habit strength, habit index, medication adherence, and medication compliance was conducted on the PubMed database. After duplicates were removed, two authors conducted independent abstract and full-text screening. The guidelines for the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) were followed when reporting evidence across the included and reviewed studies.
resultsOf the 687 records examined, 11 met the predefined inclusion criteria and were finalized for data extraction, grading, and synthesis. Most included studies (6/11, 55%) were cross-sectional and used a theoretical model (8/11, 73%). The majority of studies measured habit strength using the self-report habit index and self-report behavioral automaticity index (9/11, 82%). Habit strength was positively correlated with medication adherence in most studies (10/11, 91%). Habit mediated the effects of self-efficacy on medication adherence (1/11, 9%), and social norms moderated the effects of habit strength on medication adherence (1/11, 9%). Habit strength also moderated the effects of poor mental health symptoms and medication adherence (1/11, 9%). None of the included studies reported on using or proposing a habit-based mHealth behavioral intervention to promote medication adherence.
conclusionsHabit strength was strongly correlated with medication adherence, and stronger habit was associated with higher medication adherence rates, regardless of the theoretical model and/or guiding framework. Habit-based interventions should be used to increase medication adherence, and these interventions could leverage widely available mobile technology tools such as mobile apps or text messaging, and existing routines.
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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.