SynthesisMedical decision making : an international journal of the Society for Medical Decision Making2023
Analytical Frameworks and Outcome Measures in Economic Evaluations of Digital Health Interventions: A Methodological Systematic Review.
Synthesis in Medical decision making : an international journal of the Society for Medical Decision Making, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 5 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.
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Who cites it
18 citing papers in PubMed, 5 syntheses or guidelines pooled it, 28 citations in OpenAlex.
- Mapping global inequities in telemedicine implementation: An umbrella review of barriers and facilitators.PloS one · 2026Pooled it
- Comparison of Cost-Effectiveness Between Digital Health Interventions and Pharmacotherapy for Depression: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Is Telemedicine Suitable for Patients with Chronic Inflammatory Skin Conditions? A Systematic Review.Acta dermato-venereologica · 2024Pooled it
- Cost-Effectiveness Analyses of Digital Health Technology for Improving the Uptake of Vaccination Programs: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Outcome measures for economic evaluations and cost-effectiveness analyses of interventions for people with intellectual disabilities: A methodological systematic review.Journal of applied research in intellectual disabilities : JARID · 2023Pooled it
- Smart Continence Care for People With Profound Intellectual and Multiple Disabilities Within Dutch Residential Care Facilities: Economic Evaluation Alongside a Cluster Randomized Trial.Journal of medical Internet research · 2025Trial
- Trial
- Harnessing health economic evaluation for policy and practice.Communications medicine · 2026Review
- Active remote monitoring of long-term conditions with mobile devices: a systematic review of cost-effectiveness analyses.NPJ digital medicine · 2025Article
- An Overview on Methods, Evidence, and Study Quality of Health Economic Evaluation Studies for Independently Usable Digital Health Apps: Rapid Review.Journal of medical Internet research · 2025Review
- Mapping methodologies for economic assessment of digital health technologies: a scoping review protocol.BMJ open · 2025Article
- Economic Evaluation Methodologies of Remote Patient Monitoring for Chronic Conditions: Scoping Review.Journal of medical Internet research · 2025Article
- The Validation of the Parental Self-Efficacy Scale for Diabetes Management Among Parents of Children Wearing a Continuous Glucose Monitoring Sensor.Biomedicines · 2025Article
- Feasibility of in-home monitoring for people with glaucoma: the I-TRAC mixed-methods study.Health technology assessment (Winchester, England) · 2024Article
- Centering Digital Health Equity During Technology Innovation: Protocol for a Comprehensive Scoping Review of Evidence-Based Tools and Approaches.JMIR research protocols · 2024Article
- Developing a Program Costs Checklist of Digital Health Interventions: A Scoping Review and Empirical Case Study.PharmacoEconomics · 2024Article
- Methodological Frameworks and Dimensions to Be Considered in Digital Health Technology Assessment: Scoping Review and Thematic Analysis.Journal of medical Internet research · 2024Article
- Knowing when digital adds value to health: a framework for the economic evaluation of digital health interventions.Oxford open digital health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDigital health interventions (DHIs) can improve the provision of health care services. To fully account for their effects in economic evaluations, traditional methods based on measuring health-related quality of life may not be appropriate, as nonhealth and process outcomes are likely to be relevant too. PURPOSE: This systematic review identifies, assesses, and synthesizes the arguments on the analytical frameworks and outcome measures used in the economic evaluations of DHIs. The results informed recommendations for future economic evaluations. DATA SOURCES: We ran searches on multiple databases, complemented by gray literature and backward and forward citation searches. STUDY SELECTION: We included records containing theoretical and empirical arguments associated with the use of analytical frameworks and outcome measures for economic evaluations of DHIs. Following title/abstract and full-text screening, our final analysis included 15 studies. DATA EXTRACTION: The arguments we extracted related to analytical frameworks (14 studies), generic outcome measures (5 studies), techniques used to elicit utility values (3 studies), and disease-specific outcome measures and instruments to collect health states data (both from 2 studies). DATA SYNTHESIS: Rather than assessing the quality of the studies, we critically assessed and synthesized the extracted arguments. Building on this synthesis, we developed a 3-stage set of recommendations in which we encourage the use of impact matrices and analyses of equity impacts to integrate traditional economic evaluation methods. LIMITATIONS: Our review and recommendations explored but not fully covered other potentially important aspects of economic evaluations that were outside our scope.
conclusionsThis is the first systematic review that summarizes the arguments on how the effects of DHIs could be measured in economic evaluations. Our recommendations will help design future economic evaluations. HIGHLIGHTS: Using traditional outcome measures based on health-related quality of life (such as the quality-adjusted life-year) may not be appropriate in economic evaluations of digital health interventions, which are likely to trigger nonhealth and process outcomes.This is the first systematic review to investigate how the effects of digital health interventions could be measured in economic evaluations.We extracted and synthesized different arguments from the literature, outlining advantages and disadvantages associated with different methods used to measure the effects of digital health interventions.We propose a methodological set of recommendations in which 1) we suggest that researchers consider the use of impact matrices and cost-consequence analysis, 2) we discuss the suitability of analytical frameworks and outcome measures available in economic evaluations, and 3) we highlight the need for analyses of equity impacts.
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What OpenQuestion holds
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.