ArticleTranslational behavioral medicine2023
Advancing digital health equity: Directions for behavioral and social science research.
Article in Translational behavioral medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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
40 citing papers in PubMed.
- Advancing foundational models in digital health technology adoption: A systematic literature review of multidisciplinary factors.PLOS digital health · 2026Article
- Understanding Digital Health Equity: A Conceptual Analysis.Journal of advanced nursing · 2026Review
- Barriers to Digital Health Utilization and Equity Among a Community Cohort of Adults with HIV in New York City.AIDS and behavior · 2026Article
- Leveraging Technology to Enhance Eating Disorder Treatment Outcomes.The Psychiatric clinics of North America · 2026Review
- Health Education Modalities and Influencing Factors in Rural Philippine Communities: A Mixed-Methods Study.Healthcare (Basel, Switzerland) · 2026Article
- Positioning equity at the core of European dementia research: a pan-European co-produced perspective from the PANEUCARE consortium.Frontiers in medicine · 2026Article
- Evidence-based care pathways for people with dementia and neurodegenerative disorders in Europe: a systematic review of models, integration of digital technologies, and quality indicators.Frontiers in medicine · 2026Review
- Article
- Challenges and experiences in digital health equity: a qualitative exploration of the implementation of the Health Code system in China.International journal for equity in health · 2025Article
- A person-centered approach to digital health technologies for cancer prevention: Qualitative findings on use of technology-based interventions in Houston, Texas.Preventive medicine reports · 2025Article
- Scoping review of needs for digital technology in co-creation: a health CASCADE study.Research involvement and engagement · 2025Article
- Race and Ethnicity Disparities in Life's Essential 8 Among Ever-Pregnant Adults in the United States: The National Health and Nutrition Examination Survey 2011 to 2020.Journal of the American Heart Association · 2025Article
- Equity by design principles for digital health interventions.International journal for equity in health · 2025Article
- Advancing health equity and the role of digital health technologies: a scoping review.BMJ open · 2025Article
- Patients' Understanding of Health Information in Online Medical Records and Patient Portals: Analysis of the 2022 Health Information National Trends Survey.Journal of medical Internet research · 2025Article
- Digital health equity frameworks and key concepts: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Global Evidence on the Sustainability of Telemedicine in Outpatient and Primary Care During the First 2 Years of the COVID-19 Pandemic: Scoping Review Using the Nonadoption, Abandonment, Scale-Up, Spread, and Sustainability (NASSS) Framework.Interactive journal of medical research · 2025Review
- Behavioral interventions-past, present, and future: Proceedings of the 5th International Behavioural Trials Network International Hybrid Meeting.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Article
- Behavioral Medicine in Preventive Healthcare.Materia socio-medica · 2025Article
- Feasibility and acceptability of collecting passive phone usage and sensor data via Apple SensorKit.PloS one · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The field of digital health is evolving rapidly and encompasses a wide range of complex and changing technologies used to support individual and population health. The COVID-19 pandemic has augmented digital health expansion and significantly changed how digital health technologies are used. To ensure that these technologies do not create or exacerbate existing health disparities, a multi-pronged and comprehensive research approach is needed. In this commentary, we outline five recommendations for behavioral and social science researchers that are critical to promoting digital health equity. These recommendations include: (i) centering equity in research teams and theoretical approaches, (ii) focusing on issues of digital health literacy and engagement, (iii) using methods that elevate perspectives and needs of underserved populations, (iv) ensuring ethical approaches for collecting and using digital health data, and (v) developing strategies for integrating digital health tools within and across systems and settings. Taken together, these recommendations can help advance the science of digital health equity and justice.
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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.