SynthesisJournal of medical Internet research2024
Economic Evaluations of Digital Health Interventions for Patients With Heart Failure: Systematic Review.
Synthesis in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 3 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
20 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Comparison of Cost-Effectiveness Between Digital Health Interventions and Pharmacotherapy for Depression: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Medication Adherence and Contributing Factors in Patients with Heart Failure Within the Middle East: A Systematic Review.Global heart · 2025Pooled it
- Economic Evaluations of Digital Health Interventions for Patients With Heart Failure: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Childhood immunization barriers and interventions in low- and middle-income countries: A scoping review of access, delivery systems, and health literacy.Human vaccines & immunotherapeutics · 2026Article
- Digital transformation, governance multipliers, and healthcare efficiency: evidence from emerging and high-income health systems.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Clinical Impact of Digital Health Interventions with Educational Components for Patients with Heart Failure: A Systematic Review and Meta-Analysis.Healthcare (Basel, Switzerland) · 2026Review
- AI-Augmented Teach-Back in Dentistry: From Patient Education to Verified Clinical Understanding.Cureus · 2026Review
- Review
- Estimating the global macroeconomic impact of colorectal cancer: evidence from Global Burden of Disease 2021 and Value of a Statistical Life Year framework.International journal of surgery (London, England) · 2026Article
- Digital health interventions for perioperative patient-reported outcomes: a network meta-analysis.NPJ digital medicine · 2026Article
- Digital health and consumer health informatics: past and future.Medical research archives · 2026Article
- A Survey on Digital Solutions for Health Services Management: Features and Use Cases from Brazilian National Literature.Healthcare (Basel, Switzerland) · 2025Review
- Molecular Diagnostics in Heart Failure: From Biomarkers to Personalized Medicine.Diagnostics (Basel, Switzerland) · 2025Review
- Economic Evaluation Methodologies of Remote Patient Monitoring for Chronic Conditions: Scoping Review.Journal of medical Internet research · 2025Article
- Role of Mobile Health and Wearable Devices in Cardiovascular Disease Prevention: A Comprehensive Review.Cureus · 2025Review
- Device based monitoring in digital care and its impact on hospital service use.NPJ digital medicine · 2025Article
- Review
- Cost-Utility Analyses of Hemodialysis, Peritoneal Dialysis, and Kidney Transplantation in Patients with End-Stage Kidney Disease: A Systematic Review.ClinicoEconomics and outcomes research : CEOR · 2025Review
- How, when and why is emotional support delivered using videoconferencing by adult palliative care services successful? A realist synthesis.Palliative care and social practice · 2025Review
- Unveiling the Potential: Remote Monitoring and Telemedicine in Shaping the Future of Heart Failure Management.Life (Basel, Switzerland) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDigital health interventions (DHIs) have shown promising results in enhancing the management of heart failure (HF). Although health care interventions are increasingly being delivered digitally, with growing evidence on the potential cost-effectiveness of adopting them, there has been little effort to collate and synthesize the findings.
objectiveThis study's objective was to systematically review the economic evaluations that assess the adoption of DHIs in the management and treatment of HF.
methodsA systematic review was conducted using 3 electronic databases: PubMed, EBSCOhost, and Scopus. Articles reporting full economic evaluations of DHIs for patients with HF published up to July 2023 were eligible for inclusion. Study characteristics, design (both trial based and model based), input parameters, and main results were extracted from full-text articles. Data synthesis was conducted based on the technologies used for delivering DHIs in the management of patients with HF, and the findings were analyzed narratively. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed for this systematic review. The reporting quality of the included studies was evaluated using the CHEERS (Consolidated Health Economic Evaluation Reporting Standards) guidelines.
resultsOverall, 27 economic evaluations were included in the review. The economic evaluations were based on models (13/27, 48%), trials (13/27, 48%), or a combination approach (1/27, 4%). The devices evaluated included noninvasive remote monitoring devices (eg, home telemonitoring using digital tablets or specific medical devices that enable transmission of physiological data), telephone support, mobile apps and wearables, remote monitoring follow-up in patients with implantable medical devices, and videoconferencing systems. Most of the studies (24/27, 89%) used cost-utility analysis. The majority of the studies (25/27, 93%) were conducted in high-income countries, particularly European countries (16/27, 59%) such as the United Kingdom and the Netherlands. Mobile apps and wearables, remote monitoring follow-up in patients with implantable medical devices, and videoconferencing systems yielded cost-effective results or even emerged as dominant strategies. However, conflicting results were observed, particularly in noninvasive remote monitoring devices and telephone support. In 15% (4/27) of the studies, these DHIs were found to be less costly and more effective than the comparators (ie, dominant), while 33% (9/27) reported them to be more costly but more effective with incremental cost-effectiveness ratios below the respective willingness-to-pay thresholds (ie, cost-effective). Furthermore, in 11% (3/27) of the studies, noninvasive remote monitoring devices and telephone support were either above the willingness-to-pay thresholds or more costly than, yet as effective as, the comparators (ie, not cost-effective). In terms of reporting quality, the studies were classified as good (20/27, 74%), moderate (6/27, 22%), or excellent (1/27, 4%).
conclusionsDespite the conflicting results, the main findings indicated that, overall, DHIs were more cost-effective than non-DHI alternatives.
trial registrationPROSPERO CRD42023388241; https://tinyurl.com/2p9axpmc.
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