ReviewEthnicity & disease2017
Enhancing Diversity in Biomedical Data Science.
Review in Ethnicity & disease, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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
12 citing papers in PubMed, 19 citations in OpenAlex.
- Microbiome education at under-resourced institutions: current status, barriers, and approaches to successful implementation.Journal of microbiology & biology education · 2026Article
- Advancing Diversity in Behavior Genetics: Strategies for Incorporating Undergraduates into Student-Driven Research.Behavior genetics · 2024Article
- Evaluation of AIML + HDR-A Course to Enhance Data Science Workforce Capacity for Hispanic Biomedical Researchers.International journal of environmental research and public health · 2023Article
- Motivation, inclusivity, and realism should drive data science education.F1000Research · 2023Article
- Summary of Year-One Effort of the RCMI Consortium to Enhance Research Capacity and Diversity with Data Science.International journal of environmental research and public health · 2022Article
- Article
- Diversifying the genomic data science research community.Genome research · 2022Review
- Article
- Underrepresented racial minorities in biomedical informatics doctoral programs: graduation trends and academic placement (2002-2017).Journal of the American Medical Informatics Association : JAMIA · 2020Article
- Creating and sustaining effective pipeline initiatives to increase diversity in biostatistics: the ENAR Fostering Diversity in Biostatistics Workshop.Journal of statistics education : an international journal on the teaching and learning of statistics · 2020Article
- Translational Health Disparities Research in a Data-Rich World.Health equity · 2019Review
- Big Data Science Training Program at a Minority Serving Institution: Processes and Initial Outcomes.Californian journal of health promotion · 2018Article
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 at 5 institutions in 2 countries.
Funding
Abstract
The gap in educational attainment separating underrepresented minorities from Whites and Asians remains wide. Such a gap has significant impact on workforce diversity and inclusion among cross-cutting Biomedical Data Science (BDS) research, which presents great opportunities as well as major challenges for addressing health disparities. This article provides a brief description of the newly established National Institutes of Health Big Data to Knowledge (BD2K) diversity initiatives at four universities: California State University, Monterey Bay; Fisk University; University of Puerto Rico, Río Piedras Campus; and California State University, Fullerton. We emphasize three main barriers to BDS careers (ie, preparation, exposure, and access to resources) experienced among those pioneer programs and recommendations for possible solutions (ie, early and proactive mentoring, enriched research experience, and data science curriculum development). The diversity disparities in BDS demonstrate the need for educators, researchers, and funding agencies to support evidence-based practices that will lead to the diversification of the BDS workforce.
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.