Trial reportJAMA internal medicine2022
Remote Monitoring and Behavioral Economics in Managing Heart Failure in Patients Discharged From the Hospital: A Randomized Clinical Trial.
Trial report in JAMA internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02708654 (Automated Hovering for Congestive Heart Failure Management), which is not on this map. Cited by 21 papers, 4 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.
Automated Hovering for Congestive Heart Failure Management: (EMPOWER) Electronic Monitoring of Patients Offers Way to Enhance Rehabilitation
Who cites it
21 citing papers in PubMed, 4 syntheses or guidelines pooled it, 37 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
- Remote patient monitoring in heart failure: A comprehensive meta-analysis of effective programme components for hospitalization and mortality reduction.European journal of heart failure · 2025Pooled it
- Non-Invasive Telemonitoring in Heart Failure: A Systematic Review.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Electronic Health Record Interventions to Reduce Risk of Hospital Readmissions: A Systematic Review and Meta-Analysis.JAMA network open · 2025Pooled it
- The Future of Cardiac Care: A Review on the Role for Non-Invasive, Home-Based Monitoring and Rehabilitation after Hospitalisation for Acute Decompensated Heart Failure.Current heart failure reports · 2026Review
- Impact of telehealth modalities on medication adherence in older adults with heart disease: Evidence from NHATS.Internet interventions · 2026Article
- Review
- Digital Health Strategies in Heart Failure: Effects of Telemedicine and Remote Monitoring on Clinical Outcomes-A Systematic Review and Meta-Analysis.Journal of clinical medicine · 2026Review
- Differential Effects of Telehealth on Psychological Outcomes in Heart Failure: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Therapeutics and clinical risk management · 2026Review
- Quality of Evidence in Remote Monitoring of Patients With Liver Cirrhosis: A Systematic Review.Gastro hep advances · 2026Review
- Comparative Systematic Review of Telehealth Delivery Models, Intervention Content, and Outcomes in Heart Failure Care.Patient preference and adherence · 2025Review
- Investigating racial and gender disparities in virtual randomized clinical trial enrollment: Insights from the BE ACTIVE study.American heart journal · 2024Article
- Discrimination Predicts Suboptimal Adherence to CPAP Treatment and Mediates Black-White Differences in Use.Chest · 2024Article
- Post-hospitalization remote monitoring for patients with heart failure or chronic obstructive pulmonary disease in an accountable care organization.BMC health services research · 2024Article
- Effects of Remote Patient Monitoring Use on Care Outcomes Among Medicare Patients With Hypertension : An Observational Study.Annals of internal medicine · 2023Observational
- Qualitative analysis of a remote monitoring intervention for managing heart failure.BMC cardiovascular disorders · 2023Article
- Broadening Heart Failure Care Beyond Cardiology: Challenges and Successes Within the Landscape of Multidisciplinary Heart Failure Care.Current cardiology reports · 2023Review
- Qualitative Analysis of a Remote Monitoring Intervention for Managing Heart Failure.Research square · 2023Article
- Evaluation of an Automated Text Message-Based Program to Reduce Use of Acute Health Care Resources After Hospital Discharge.JAMA network open · 2022Article
- Translating Clinical Guidelines Into Care Delivery Innovation: The Importance of Rigorous Methods for Generating Evidence.Journal of the American Heart Association · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Close remote monitoring of patients following discharge for heart failure (HF) may reduce readmissions or death. Objective: To determine whether remote monitoring of diuretic adherence and weight changes with financial incentives reduces hospital readmissions or death following discharge with HF. Design, Setting, and Participants: The Electronic Monitoring of Patients Offers Ways to Enhance Recovery (EMPOWER) study, a 3-hospital pragmatic trial, randomized 552 adults recently discharged with HF to usual care (n = 280) or a compound intervention (n = 272) designed to inform clinicians of diuretic adherence and changes in patient weight. Patients were recruited from May 25, 2016, to April 8, 2019, and followed up for 12 months. Investigators were blinded to assignment but patients were not. Analysis was by intent to treat. Interventions: Participants randomized to the intervention arm received digital scales, electronic pill bottles for diuretic medication, and regret lottery incentives conditional on the previous day's adherence to both medication and weight measurement, with $1.40 expected daily value. Participants' physicians were alerted if participants' weights increased 1.4 kg in 24 hours or 2.3 kg in 72 hours or if diuretic medications were missed for 5 days. Alerts and weights were integrated into the electronic health record. Participants randomized to the control arm received usual care and no further study contact. Main Outcomes and Measures: Time to death or readmission for any cause within 12 months. Results: Of the 552 participants, 290 were men (52.5%); 291 patients (52.7%) were Black, 231 were White (41.8%), and 16 were Hispanic (2.9%); mean (SD) age was 64.5 (11.8) years. The mean (SD) ejection fraction was 43% (18.1%). Each month, approximately 75% of participants were 80% adherent to both medication and weight measurement. There were 423 readmissions and 26 deaths in the control group and 377 readmissions and 23 deaths in the intervention group. There was no significant difference between the 2 groups for the combined outcome of all-cause inpatient readmission or death (unadjusted hazard ratio, 0.91; 95% CI, 0.74-1.13; P = .40) and no significant differences in all-cause inpatient readmission or observation stay or death, all-cause cardiovascular readmission or death, time to first event, and total all-cause deaths. Participants in the intervention group were slightly more likely to spend fewer days in the hospital. Conclusions and Relevance: In this randomized clinical trial, there was no reduction in the combined outcome of readmission or mortality in a year-long intensive remote monitoring program with incentives for patients previously hospitalized for HF. Trial Registration: ClinicalTrials.gov Identifier: NCT02708654.
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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.