ReviewNPJ digital medicine2022
A framework for digital health equity.
Review in NPJ digital medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 342 papers, 7 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
342 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Personalizing cancer risk: a systematic review of risk communication strategies.Journal of cancer research and clinical oncology · 2026Pooled it
- A conceptual framework and umbrella review of digital health technology interventions and health equity.BMC health services research · 2025Pooled it
- The inclusion and impact of digital determinants of health in digital nutrition interventions for adolescents: a systematic review.Health promotion international · 2025Pooled it
- Understanding Inequalities in Mobile Health Utilization Across Phases: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Equity implications of extended reality technologies for health and procedural anxiety: a systematic review and implementation-focused framework.Journal of the American Medical Informatics Association : JAMIA · 2025Pooled it
- Facilitators and barriers affecting the implementation of e-health for chronic respiratory diseases in remote settings: a qualitative evidence synthesis.BMC health services research · 2025Pooled it
- Digital management of diabetes global research trends: a bibliometric study.Frontiers in medicine · 2025Pooled it
- Trial
- Behavioral Economics and Medication Adherence for Hypertension: A Randomized Clinical Trial.Journal of the American College of Cardiology · 2026Trial
- Feasibility of a co-designed and personalised intervention to improve vegetable intake in rural-dwelling young adults.The international journal of behavioral nutrition and physical activity · 2025Trial
- Digital clinic users in Finnish public primary care: their characteristics, reasons for visits, and equity considerations - a register study.Scandinavian journal of primary health care · 2026Observational
- Self-efficacy as a mediator between digital health literacy and self-care behaviors in older adults with cancer undergoing chemotherapy.Asia-Pacific journal of oncology nursing · 2026Article
- Digital Health Inequalities Among Immigrants in the United States: An Intersectional Analysis Using Nationally Representative Survey Data.Journal of immigrant and minority health · 2026Article
- Advancing Patient-Centred AI With Adaptive Machine Learning.Cancer medicine · 2026Review
- Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions.JMIR medical informatics · 2026Article
- Article
- Current Status and Associated Factors of Technophobia Toward Digital Health Technologies Among Older Patients With Stroke: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Patterns of Telemedicine Use and the Digital Divide Among Adults in Poland's Postpandemic Era: Nationwide Cross-Sectional Survey.Journal of medical Internet research · 2026Article
- Perceptions of Technology and Digital Health Tools Among Recently Incarcerated Adults With Opioid Use Disorder: Semistructured Interview Study.Journal of medical Internet research · 2026Article
- Digital Health Readiness and Medicare Primary Care Spending: Nationwide County-Level Observational Analysis.Journal of medical Internet research · 2026Observational
282 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
We present a comprehensive Framework for Digital Health Equity, detailing key digital determinants of health (DDoH), to support the work of digital health tool creators in industry, health systems operations, and academia. The rapid digitization of healthcare may widen health disparities if solutions are not developed with these determinants in mind. Our framework builds on the leading health disparities framework, incorporating a digital environment domain. We examine DDoHs at the individual, interpersonal, community, and societal levels, discuss the importance of a root cause, multi-level approach, and offer a pragmatic case study that applies our framework.
Identifiers
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.