Treffer: All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block.

Title:
All of whom? Limitations encountered using All of Us Researcher Workbench in a Primary Care residents secondary data analysis research training block.
Authors:
LaPolla FWZ; NYU Health Sciences Library, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Barber Grossi M; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Chen S; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Guo TW; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Havranek K; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Jebb O; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Nguyen MT; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Panganamamula S; NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Smith N; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Sundaresh S; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Yu J; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States., Mayer G; Department of General Internal Medicine and Clinical Innovations, NYU Langone Health Grossman School of Medicine, New York, NY 10016, United States.
Source:
Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2024 Dec 01; Vol. 31 (12), pp. 3008-3012.
Publication Type:
Journal Article
Language:
English
Journal Info:
Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE
Imprint Name(s):
Publication: 2015- : Oxford : Oxford University Press
Original Publication: Philadelphia, PA : Hanley & Belfus, c1993-
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Contributed Indexing:
Keywords: All of Us; Graduate Medical Education; Primary Care residents; health surveillance data; secondary data analysis
Entry Date(s):
Date Created: 20240625 Date Completed: 20241210 Latest Revision: 20250626
Update Code:
20250626
PubMed Central ID:
PMC11631142
DOI:
10.1093/jamia/ocae162
PMID:
38917426
Database:
MEDLINE

Weitere Informationen

Objectives: The goal of this case report is to detail experiences and challenges experienced in the training of Primary Care residents in secondary analysis using All of Us Researcher Workbench. At our large, urban safety net hospital, Primary Care/Internal Medicine residents in their third year undergo a research intensive block, the Research Practicum, where they work as a team to conduct secondary data analysis on a dataset with faculty facilitation. In 2023, this research block focused on use of the All of Us Researcher Workbench for secondary data analysis.
Materials and Methods: Two groups of 5 residents underwent training to access the All of Us Researcher Workbench, and each group explored available data with a faculty facilitator and generated original research questions. Two blocks of residents successfully completed their research blocks and created original presentations on "social isolation and A1C" levels and "medical discrimination and diabetes management."
Results: Departmental faculty were satisfied with the depth of learning and data exploration. In focus groups, some residents noted that for those without interest in performing research, the activity felt extraneous to their career goals, while others were glad for the opportunity to publish. In both blocks, residents highlighted dissatisfaction with the degree to which the All of Us Researcher Workbench was representative of patients they encounter in a large safety net hospital.
Discussion: Using the All of Us Researcher Workbench provided residents with an opportunity to explore novel questions in a massive data source. Many residents however noted that because the population described in the All of Us Researcher Workbench appeared to be more highly educated and less racially diverse than patients they encounter in their practice, research may be hard to generalize in a community health context. Additionally, given that the data required knowledge of 1 of 2 code-based data analysis languages (R or Python) and work within an idiosyncratic coding environment, residents were heavily reliant on a faculty facilitator to assist with analysis.
Conclusion: Using the All of Us Researcher Workbench for research training allowed residents to explore novel questions and gain first-hand exposure to opportunities and challenges in secondary data analysis.
(© The Author(s) 2024. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)