ArticleJournal of the American Medical Informatics Association : JAMIA2025
Research for all: building a diverse researcher community for the All of Us Research Program.
Article in Journal of the American Medical Informatics Association : JAMIA, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed.
- Fostering collaboration through learning communities: a case report on engaging withJournal of the Medical Library Association : JMLA · 2026Article
- Factors Influencing Participation in Precision Health Research Among Diverse Individuals in South Carolina.Journal of racial and ethnic health disparities · 2026Article
- Cross-sectional analysis of neighbourhood profiles and mental health conditions in the USA: insights from the All of Us Research Program.BMJ public health · 2026Article
- Population Prevalence of the Major Thyroid Cancer-Associated Syndromes.The Journal of clinical endocrinology and metabolism · 2025Article
- A Multilateral Qualitative Study of Perspectives on Enhancing Clinical Trial Diversity Among Historically Underrepresented Groups.Clinical therapeutics · 2025Article
- Can classical statistics and deep learning converge on explainable, causally driven target discovery?DNA research : an international journal for rapid publication of reports on genes and genomes · 2025Review
- Fundamentals of FAIR biomedical data analyses in the cloud using custom pipelines.PLoS computational biology · 2025Article
- The Barancik award lecture: Multi-disciplinary research will be the key to stop, restore, and end MS.Multiple sclerosis (Houndmills, Basingstoke, England) · 2025Article
- Enhancing Health Research with Machine Learning: Practical Case Studies Using theData science in science · 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
47 authors.
Funding
Abstract
objectivesThe NIH All of Us Research Program (All of Us) is engaging a diverse community of more than 10 000 registered researchers using a robust engagement ecosystem model. We describe strategies used to build an ecosystem that attracts and supports a diverse and inclusive researcher community to use the All of Us dataset and provide metrics on All of Us researcher usage growth. MATERIALS AND
methodsResearcher audiences and diversity categories were defined to guide a strategy. A researcher engagement strategy was codeveloped with program partners to support a researcher engagement ecosystem. An adapted ecological model guided the ecosystem to address multiple levels of influence to support All of Us data use. Statistics from the All of Us Researcher Workbench demographic survey describe trends in researchers' and institutional use of the Workbench and publication numbers.
resultsFrom 2022 to 2024, some 13 partner organizations and their subawardees conducted outreach, built capacity, or supported researchers and institutions in using the data. Trends indicate that Workbench registrations and use have increased over time, including among researchers underrepresented in the biomedical workforce. Data Use and Registration Agreements from minority-serving institutions also increased. DISCUSSION: All of Us built a diverse, inclusive, and growing research community via intentional engagement with researchers and via partnerships to address systemic data access issues. Future programs will provide additional support to researchers and institutions to ameliorate All of Us data use challenges.
conclusionThe approach described helps address structural inequities in the biomedical research field to advance health equity.
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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.