ArticleCirculation. Cardiovascular quality and outcomes2021
Digital Health Intervention in Acute Myocardial Infarction.
Article 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 NCT03760796 (The Johns Hopkins Myocardial Infarction, COmbined-device, Recovery Enhancement), which is not on this map. Cited by 48 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.
The Johns Hopkins Myocardial Infarction, COmbined-device, Recovery Enhancement (MiCORE) Study
Who cites it
48 citing papers in PubMed, 6 syntheses or guidelines pooled it, 83 citations in OpenAlex.
- Impact of remote biometric sensing on readmission risk and mortality after hospital discharge: Insights from a systematic review and meta-analysis.Journal of hospital medicine · 2026Pooled it
- Effects of using medication reminder technologies by home-dwelling older citizens: a systematic review.Age and ageing · 2026Pooled it
- Best evidence summary of digital health interventions for self-management in patients with coronary artery disease.Frontiers in public health · 2026Pooled it
- Digital Health Interventions for Hypertension Management in US Populations Experiencing Health Disparities: A Systematic Review and Meta-Analysis.JAMA network open · 2024Pooled it
- Optimising the implementation of digital-supported interventions for the secondary prevention of heart disease: a systematic review using the RE-AIM planning and evaluation framework.BMC health services research · 2023Pooled it
- Digital Health Interventions in Patient Management Following Acute Coronary Syndrome: A Meta-Analysis of the Literature.Anatolian journal of cardiology · 2023Pooled it
- Efficacy of Telemedical Interventional Management in Patients with Coronary Heart Disease Undergoing Percutaneous Coronary Intervention: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Modernizing the Institutional Review Board Process for Implementation Science - A Narrative Review of Barriers and Ethical Considerations.Current atherosclerosis reports · 2026Review
- Patient Engagement Strategies for Implementing Evidence-Based Care in Atherosclerosis.Current atherosclerosis reports · 2026Review
- ANMCO position paper E-health integration in cardiology clinical care framework.European heart journal supplements : journal of the European Society of Cardiology · 2026Article
- Artificial Intelligence-Enhanced Telerehabilitation in Post-Acute Coronary Syndrome: A Narrative Review of Opportunities, Evidence, and Future Directions.Life (Basel, Switzerland) · 2026Review
- Precision medicine and personalized nursing in cardiovascular disease: clinical applications and frontier developments.Frontiers in cardiovascular medicine · 2026Review
- Article
- Machine-learning based calculator for personalized risk assessment following ST-elevation myocardial infarction.BMC cardiovascular disorders · 2025Article
- Effectiveness of digital healthcare to improve clinical outcomes in discharged patients with coronary artery disease.NPJ digital medicine · 2025Article
- Effects of a digitally enabled cardiac rehabilitation intervention on risk factors, recurrent hospitalization and mortality.European heart journal. Digital health · 2025Article
- Review
- An overview of reviews on digital health interventions during COVID- 19 era: insights and lessons for future pandemics.Archives of public health = Archives belges de sante publique · 2025Article
- Wearable Devices for Exercise Prescription and Physical Activity Monitoring in Patients with Various Cardiovascular Conditions.CJC open · 2025Review
- Impact of a smartphone-connected remote monitoring system on self-management continuity and health awareness in cardiovascular outpatients: an exploratory survey.European heart journal. Digital health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
26 authors at 6 institutions in 2 countries.
Funding
Abstract
backgroundThirty-day readmissions among patients with acute myocardial infarction (AMI) contribute to the US health care burden of preventable complications and costs. Digital health interventions (DHIs) may improve patient health care self-management and outcomes. We aimed to determine if patients with AMI using a DHI have lower 30-day unplanned all-cause readmissions than a historical control.
methodsThis nonrandomized controlled trial with a historical control, conducted at 4 US hospitals from 2015 to 2019, included 1064 patients with AMI (DHI n=200, control n=864). The DHI integrated a smartphone application, smartwatch, and blood pressure monitor to support guideline-directed care during hospitalization and through 30-days post-discharge via (1) medication reminders, (2) vital sign and activity tracking, (3) education, and (4) outpatient care coordination. The Patient Activation Measure assessed patient knowledge, skills, and confidence for health care self-management. All-cause 30-day readmissions were measured through administrative databases. Propensity score-adjusted Cox proportional hazard models estimated hazard ratios of readmission for the DHI group relative to the control group.
resultsFollowing propensity score adjustment, baseline characteristics were well-balanced between the DHI versus control patients (standardized differences <0.07), including a mean age of 59.3 versus 60.1 years, 30% versus 29% Women, 70% versus 70% White, 54% versus 54% with private insurance, 61% versus 60% patients with a non ST-elevation myocardial infarction, and 15% versus 15% with high comorbidity burden. DHI patients were predominantly in the highest levels of patient activation for health care self-management (mean score 71.7±16.6 at 30 days). The DHI group had fewer all-cause 30-day readmissions than the control group (6.5% versus 16.8%, respectively). Adjusting for hospital site and a propensity score inclusive of age, sex, race, AMI type, comorbidities, and 6 additional confounding factors, the DHI group had a 52% lower risk for all-cause 30-day readmissions (hazard ratio, 0.48 [95% CI, 0.26-0.88]). Similar results were obtained in a sensitivity analysis employing propensity matching.
conclusionsOur results suggest that in patients with AMI, the DHI may be associated with high patient activation for health care self-management and lower risk of all-cause unplanned 30-day readmissions. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03760796.
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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.