ReviewAnnual review of public health2023
Multilevel Determinants of Digital Health Equity: A Literature Synthesis to Advance the Field.
Review in Annual review of public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 100 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
100 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Identifying Social Media-Based Interactions That Help Adults to Adhere to Weight Loss Goals: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Structural biases in digital health intervention and health equity research: a bibliometric knowledge graph analysis (2015-2025).Frontiers in digital health · 2026Pooled it
- Framework Development for Reducing Attrition in Digital Dietary Interventions: Systematic Review and Thematic Synthesis.Journal of medical Internet research · 2024Pooled it
- Detecting Deception and Ensuring Data Integrity in a Nationwide mHealth Randomized Controlled Trial: Factorial Design Survey Study.Journal of medical Internet research · 2025Trial
- Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial.Journal of medical Internet research · 2024Trial
- Differences by Race in Outcomes of an In-Person Training Intervention on Use of an Inpatient Portal: A Secondary Analysis of a Randomized Clinical Trial.JAMA network open · 2024Trial
- Patient Portal Adoption Barriers in a Safety-Net Clinic: A Mixed-Methods Study With National Comparison.The Permanente journal · 2026Article
- A Scoping Review of the Mechanisms Influencing Socioeconomic Disparities in Outcomes of Digital Interventions for Weight-Related Behaviors.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Article
- Centering Equity During Health Technology Innovation: Scoping Review of Methods and Research Adjustments to Promote Inclusive Coproduction.Journal of medical Internet research · 2026Article
- Review
- Hybrid care engagement phenotypes and glycemic outcomes in diabetes: a cluster analysis across two health systems.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Operationalizing Digital Health Equity in Artificial Intelligence-Enabled Patient Decision Aids for Older Adults: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Barriers to Digital Health Utilization and Equity Among a Community Cohort of Adults with HIV in New York City.AIDS and behavior · 2026Article
- Towards convergence of AI and blockchain for personalized medicine in pharmacogenomics.Scientific reports · 2026Article
- Identifying trajectories across care modalities before and after COVID-19 using sequence analysis.NPJ digital medicine · 2026Article
- Digital emergency routing: analysis of feasibility, utilization, and equity implications.Israel journal of health policy research · 2026Article
- Identifying Skill and Usability Barriers to Digital Health Tool Use Among Older Adult Patients in US Safety Net Clinics: Mixed Methods Study.JMIR human factors · 2026Article
- The Role of Trust in Text Messaging for Promoting Patient Portal Activation Among Low-Income Patients: Quality Improvement Project.JMIR formative research · 2026Article
- Development of a Digital Health Literacy Assessment Framework for Older Adults: Delphi-Based Study.Journal of medical Internet research · 2026Article
- Bridging the Digital Divide with Digital Navigation in the California Safety Net: A Mixed-Methods Study.Journal of general internal medicine · 2026Article
40 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
5 authors.
Funding
Abstract
Current digital health approaches have not engaged diverse end users or reduced health or health care inequities, despite their promise to deliver more tailored and personalized support to individuals at the right time and the right place. To achieve digital health equity, we must refocus our attention on the current state of digital health uptake and use across the policy, system, community, individual, and intervention levels. We focus here on (
Indexed as
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.