Evidence map›Paper›PMID 41629957›Full record

ReviewInternational journal for equity in health2026

Returning value to communities from the All of Us Research Program through the lens of social determinants of health and ethical, legal, and social implications.

Malak Abu Hashish, Sophie Bronstein, Jiancheng Ye

Abstract readReview
In one paragraph

Review in International journal for equity in health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Digital health technology burden and frustration among patients with multimorbidity.Journal of the American Medical Informatics Association : JAMIA · 2026
    Article
  2. Foundation models for cardiovascular diseases and medicine.European heart journal. Digital health · 2026
    Review
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Malak Abu HashishWeill Cornell Medicine, Cornell University, New York, NY, USA.
Sophie BronsteinWeill Cornell Medicine, Cornell University, New York, NY, USA.
Jiancheng YeWeill Cornell Medicine, Cornell University, New York, NY, USA. jiancheng.ye@u.northwestern.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis scoping review aims to summarize the importance of community return on investment in the All of Us Research Program, particularly for enhancing the representation of underrepresented communities. It explores previous studies on social determinants of health (SDoH) and discusses the ethical, legal, and social implications (ELSI) associated with past implementations of the program. Furthermore, it discusses encountered challenges and explores strategies.

methodsWe conducted a scoping review of relevant literature to examine the intersection of SDoH and ELSI within the All of Us Program. A systematic search of the literature was performed in March 2025, on PubMed/MEDLINE, EMBASE, Web of Science, Cochrane Library, and Google Scholar.

resultsWe identified 17 studies that focused on the intersection of the SDoH domains and ELSI. Studies showcased the importance of addressing economic, educational, and environmental factors alongside ethical considerations to enhance health equity. Despite challenges such as data completeness and participant diversity, the program’s approach to engaging with diverse communities and prioritizing ethical standards exemplifies a forward-thinking strategy in research.

conclusionUnderstanding the intersection of SDoH and ELSI is crucial for the success of the All of Us Program. Integrating these factors may enhance the program’s ability to address the needs of underrepresented communities, ultimately increasing community return on investment. By continuing to address the challenges of inclusivity and data comprehensiveness, the program stands to contribute substantially to the reduction of health disparities and the advancement of healthcare for all.

Indexed as

Social Determinants of HealthHealth EquityHumansUnited StatesAll of Us ProgramCommunity-based researchEthical, legal and social implicationsSocial determinants of health

Identifiers

PMID41629957
PMCPMC12952018

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.