Observational studyJournal of telemedicine and telecare2023
Impact of a telemonitoring intervention in patients with chronic heart failure in Germany: A difference-in-difference matching approach using real-world data.
Observational study in Journal of telemedicine and telecare, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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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
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Who cites it
7 citing papers in PubMed, 11 citations in OpenAlex.
- Pillbox and patient-oriented manual interventions to improve medication knowledge, attitudes, and practices among older adults with multimorbidity in Shanghai, China.BMC geriatrics · 2026Article
- Non-Invasive Remote Monitoring in Heart Failure: Towards Wearable Devices and Artificial Intelligence Solutions : Short Title: Remote Monitoring and Wearable Devices in Heart Failure.Current heart failure reports · 2025Review
- The impact of bundled payment on the economic burden and satisfaction of patients in Close-Knit County Medical Community in China.Frontiers in public health · 2025Article
- Cost-Utility Analysis of 3-Month Telemedical Intervention for Heart Failure Patients: A Preliminary Study from Poland.Healthcare (Basel, Switzerland) · 2024Article
- Combined telemonitoring and telecoaching for heart failure improves outcome.NPJ digital medicine · 2023Article
- Use of Electronic Messages in the Follow-Up of Patients With Heart Failure: Randomized Pilot Study.Health services insights · 2023Article
- Effectiveness of Online Versus Telephone Counseling of Rational-Emotional-Behavioral Therapy on Sexual Function of Women Undergoing Cardiac Rehabilitation: A Randomized Clinical Trial:.Galen medical journal · 2022Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe aim of this study was to evaluate the effects of a non-invasive telemonitoring intervention on mortality, healthcare costs, and hospital and pharmaceutical utilisation in patients with chronic heart failure (CHF) of a large statutory health insurer in Germany.
methodsIn a retrospective observational cohort study using real-world data, we assessed differences between 635 patients who received a telemonitoring intervention versus 635 receiving usual care covering 36 months after intervention. We used propensity score matching on a set of 102 parameters collected in the 24-month pre-intervention period to correct for observed differences, as well as difference-in-difference (DiD) estimators to account for unobserved differences. We analysed the effect of the intervention for up to three years on (i) all-cause mortality; (ii) costs (i.e. inpatient stays, ambulatory care, pharmaceuticals, and medical aids and appliances); and (iii) healthcare utilisation (i.e. length and number of hospital stays, number of prescriptions).
resultsDiD estimates suggest lower inpatient costs of the telemonitoring group of up to €1160 (95% confidence interval (CI): -2253 to -69) in year three. Ambulatory care costs increased significantly in all three years up to €316 (95% CI: 1267 to 505) per year. Telemonitoring had a positive effect on survival (hazard ratio = 0.71; 95% CI: 0.51 to 0.99) and increased the number of prescriptions for diuretics. Effects were more prominent for patients with severe CHF. DISCUSSION: The study suggests that the telemonitoring intervention led to a significant decrease in mortality and a shift in costs from the inpatient to the ambulatory care sector 36 months after intervention.
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