Trial reportCirculation. Cardiovascular quality and outcomes2021
Text Message Medication Adherence Reminders Automated and Delivered at Scale Across Two Institutions: Testing the Nudge System: Pilot Study.
Trial report in Circulation. Cardiovascular quality and outcomes, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03973931 (Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications), which is not on this map. Cited by 16 papers, 3 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.
Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications (The Nudge Study)
Who cites it
16 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Improving medication adherence in the community: a purposive umbrella review of effective patient-directed interventions that are readily implementable in the United Kingdom National Health Service.International journal of clinical pharmacy · 2025Pooled it
- Mobile phone text messaging for medication adherence in secondary prevention of cardiovascular disease.The Cochrane database of systematic reviews · 2024Pooled it
- Mobile phone-based interventions for improving adherence to medication prescribed for the primary prevention of cardiovascular disease in adults.The Cochrane database of systematic reviews · 2021Pooled it
- Description of patient questions received by clinical pharmacists in the Nudge Study.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2023Trial
- Support Strategies to Enhance Adherence to a Prescription Digital Therapeutic for Erectile Dysfunction: Retrospective Quasi-Experimental Cohort Study.JMIR mHealth and uHealth · 2026Article
- Beyond medication: factors contributing to uncontrolled hypertension from the 2023 Indonesian health survey.Hypertension research : official journal of the Japanese Society of Hypertension · 2026Article
- Interaction with SMS text-reminders correlate with improved medication adherence and readmission rates for congestive heart failure patients: A retrospective cohort study.PLOS digital health · 2025Article
- Evaluation of a Pilot mHealth Intervention to Engage Primary Care Clients at an Urban Clinic Serving Marginalized Populations: Mixed-Methods Cohort Study.JMIR mHealth and uHealth · 2025Article
- Article
- Effectiveness of text messages in the adherence to COVID-19 prevention practices: a quasi-experimental study.Revista latino-americana de enfermagem · 2025Article
- Developing an Artificial Intelligence-Driven Nudge Intervention to Improve Medication Adherence: A Human-Centred Design Approach.Journal of medical systems · 2023Article
- Adherence to guideline-directed medical therapy and 3-year clinical outcome following acute myocardial infarction.European heart journal open · 2023Article
- Feasibility of a Reinforcement Learning-Enabled Digital Health Intervention to Promote Mammograms: Retrospective, Single-Arm, Observational Study.JMIR formative research · 2022Article
- Applications of Behavioral Economics to Pharmaceutical Policymaking: A Scoping Review with Implications for Best-Value Biological Medicines.Applied health economics and health policy · 2022Article
- Nudging within learning health systems: next generation decision support to improve cardiovascular care.European heart journal · 2022Article
- Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory.Journal of the American Medical Informatics Association : JAMIA · 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
10 authors.
Funding
Abstract
backgroundMedication refill behavior in patients with cardiovascular diseases is suboptimal. Brief behavioral interventions called Nudges may impact medication refill behavior and can be delivered at scale to patients using text messaging.
methodsPatients who were prescribed and filled at least one medication for hypertension, hyperlipidemia, diabetes, atrial fibrillation, and coronary artery disease were identified for the pilot study. Patients eligible for the pilot (N=400) were enrolled with an opportunity to opt out. In phase I of the pilot, we tested text message delivery to 60 patients. In phase II, we tested intervention feasibility by identifying those with refill gap of ≥7 days and randomized them to intervention or control arms. Patients were texted Nudges and assessed whether they refilled their medications.
resultsOf 400 patients sent study invitations, 56 (14%) opted out. In phase I, we successfully delivered text messages to 58 of 60 patients and captured patient responses via text. In phase II, 207 of 286 (72.4%) patients had a medication gap ≥7 days for one or more cardiovascular medications and were randomized to intervention or control. Enrolled patients averaged 61.7 years old, were primarily male (69.1%) and White (72.5%) with hypertension being the most prevalent qualifying condition (78.7%). There was a trend towards intervention patients being more likely to refill at least 1 gapping medication (30.6% versus 18.0%;
conclusionsIt is possible to set up automated processes within health care delivery systems to identify patients with gaps in medication adherence and send Nudges to facilitate medication refills. Text message Nudges could potentially be a feasible and effective method to facilitate medication refills. A large multi-site randomized trial to determine the impact of text-based Nudges on overall CVD morbidity and mortality is now underway to explore this further. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03973931.
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