Standardizing Survey, Vision Care, and Cognitive Assessment Data Generalizable Framework for Mapping Research Questionnaires to the OMOP Common Data Model
Description
The AIREADI project aims to generate high-quality, ethically sourced data from 4,000 participants of diverse backgrounds across the spectrum of type 2 diabetes mellitus. The dataset consists of 47 survey instruments that capture clinical information, behavioral elements, social determinants of health, and many other data points related to participants' health status and factors influencing their disease outcomes. The heterogeneity of data sources limits interoperability. We developed a reproducible framework for harmonizing survey instruments into the Observational Medical Outcomes Partnership (OMOP) Common Data Model for the AIREADI study.
Conference Information
2024 OHDSI Global Symposium
Identifiers
Funding Information
National Institute of Health
Bridge2AI:Salutogenesis Data Generation Project
Grant: 7OT2OD032644-02
Award detailsAuthors
Stephanie S. Hong
Johns Hopkins University
ORCID: https://orcid.org/0000-0002-0795-1293
Monique Bangudi
Johns Hopkins University
ORCID: https://orcid.org/0009-0002-6672-782X
James Cavallon
Johns Hopkins University
Jessica Mitchell
Johns Hopkins University
ORCID: https://orcid.org/0000-0002-2565-046X
Patricia A. Francis
Johns Hopkins University
Sigfried Gold
Johns Hopkins University
Yvette Chen
Johns Hopkins University
Abigail Lucero
Oregon Health & Science University
ORCID: https://orcid.org/0000-0003-2287-4190
Dawn Matthies
University of Alabama at Birmingham
ORCID: https://orcid.org/0000-0003-4008-7182
Julie Mitchell
Oregon Health & Science University
ORCID: https://orcid.org/0000-0003-4957-8076
Steven Chamberlin
Oregon Health & Science University
ORCID: https://orcid.org/0000-0002-7839-8392
Jorge L. Contreras
University of Utah
ORCID: https://orcid.org/0000-0002-7899-3060
Sally L. Baxter
University of California San Diego
ORCID: https://orcid.org/0000-0002-5271-7690
Cindy X. Cai
Johns Hopkins University
ORCID: https://orcid.org/0000-0003-3752-7239
Michelle Haribar
University of Illinois Chicago
ORCID: https://orcid.org/0000-0003-1724-1858
Christopher Chute
Johns Hopkins University
ORCID: https://orcid.org/0000-0001-5437-2545
Cecilia S. Lee
Washington University in St. Louis
ORCID: https://orcid.org/0000-0003-1994-7213
Aaron Y. Lee
Washington University in St. Louis
ORCID: https://orcid.org/0000-0002-7452-1648