Literature DB >> 35308947

Extracting Patient-level Social Determinants of Health into the OMOP Common Data Model.

Jimmy Phuong1,2, Elizabeth Zampino1,2, Nicholas Dobbins1,2, Juan Espinoza3, Daniella Meeker4, Heidi Spratt5, Charisse Madlock-Brown6, Nicole G Weiskopf7, Adam Wilcox1.   

Abstract

Deficiencies in data sharing capabilities limit Social Determinants of Health (SDoH) analysis as part of COVID-19 research. The National COVID Cohort Collaborative (N3C) is an example of an Electronic Health Record (EHR) database of patients tested for COVID-19 that could benefit from a SDoH elements framework that captures various screening instruments in EHR data warehouse systems. This paper uses the University of Washington Enterprise Data Warehouse (a data contributor to N3C) to demonstrate how SDoH can be represented and managed to be made available within an OMOP common data model. We found that these data varied by type of social determinants data and where it was collected, in the time period that it was collected, and in how it was represented. ©2021 AMIA - All rights reserved.

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Year:  2022        PMID: 35308947      PMCID: PMC8861735     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  28 in total

1.  Addressing social determinants of health at well child care visits: a cluster RCT.

Authors:  Arvin Garg; Sarah Toy; Yorghos Tripodis; Michael Silverstein; Elmer Freeman
Journal:  Pediatrics       Date:  2015-01-05       Impact factor: 7.124

Review 2.  Screening for Social Determinants of Health at Well-Child Appointments: A Quality Improvement Project.

Authors:  Kimberly Higginbotham; Terri Davis Crutcher; Sharon M Karp
Journal:  Nurs Clin North Am       Date:  2018-12-17       Impact factor: 1.208

3.  Addressing Social Determinants of Health in a Clinic Setting: The WellRx Pilot in Albuquerque, New Mexico.

Authors:  Janet Page-Reeves; Will Kaufman; Molly Bleecker; Jeffrey Norris; Kate McCalmont; Veneta Ianakieva; Dessislava Ianakieva; Arthur Kaufman
Journal:  J Am Board Fam Med       Date:  2016 May-Jun       Impact factor: 2.657

4.  Identifying Patients with Significant Problems Related to Social Determinants of Health with Natural Language Processing.

Authors:  David Dorr; Cosmin A Bejan; Christie Pizzimenti; Sumeet Singh; Matt Storer; Ana Quinones
Journal:  Stud Health Technol Inform       Date:  2019-08-21

5.  Variation in Electronic Health Record Documentation of Social Determinants of Health Across a National Network of Community Health Centers.

Authors:  Erika K Cottrell; Katie Dambrun; Stuart Cowburn; Ned Mossman; Arwen E Bunce; Miguel Marino; Molly Krancari; Rachel Gold
Journal:  Am J Prev Med       Date:  2019-12       Impact factor: 5.043

6.  Adoption of Social Determinants of Health EHR Tools by Community Health Centers.

Authors:  Rachel Gold; Arwen Bunce; Stuart Cowburn; Katie Dambrun; Marla Dearing; Mary Middendorf; Ned Mossman; Celine Hollombe; Peter Mahr; Gerardo Melgar; James Davis; Laura Gottlieb; Erika Cottrell
Journal:  Ann Fam Med       Date:  2018-09       Impact factor: 5.166

7.  Feasibility and utility of applications of the common data model to multiple, disparate observational health databases.

Authors:  Erica A Voss; Rupa Makadia; Amy Matcho; Qianli Ma; Chris Knoll; Martijn Schuemie; Frank J DeFalco; Ajit Londhe; Vivienne Zhu; Patrick B Ryan
Journal:  J Am Med Inform Assoc       Date:  2015-02-10       Impact factor: 4.497

8.  Assessment of Disparities in COVID-19 Testing and Infection Across Language Groups in Seattle, Washington.

Authors:  H Nina Kim; Kristine F Lan; Esi Nkyekyer; Santiago Neme; Martine Pierre-Louis; Lisa Chew; Herbert C Duber
Journal:  JAMA Netw Open       Date:  2020-09-01

9.  Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom.

Authors:  Martina Recalde; Elena Roel; Andrea Pistillo; Anthony G Sena; Albert Prats-Uribe; Waheed-Ul-Rahman Ahmed; Heba Alghoul; Thamir M Alshammari; Osaid Alser; Carlos Areia; Edward Burn; Paula Casajust; Dalia Dawoud; Scott L DuVall; Thomas Falconer; Sergio Fernández-Bertolín; Asieh Golozar; Mengchun Gong; Lana Yin Hui Lai; Jennifer C E Lane; Kristine E Lynch; Michael E Matheny; Paras P Mehta; Daniel R Morales; Karthik Natarjan; Fredrik Nyberg; Jose D Posada; Christian G Reich; Peter R Rijnbeek; Lisa M Schilling; Karishma Shah; Nigam H Shah; Vignesh Subbian; Lin Zhang; Hong Zhu; Patrick Ryan; Daniel Prieto-Alhambra; Kristin Kostka; Talita Duarte-Salles
Journal:  Int J Obes (Lond)       Date:  2021-07-15       Impact factor: 5.095

10.  The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.

Authors:  Melissa A Haendel; Christopher G Chute; Tellen D Bennett; David A Eichmann; Justin Guinney; Warren A Kibbe; Philip R O Payne; Emily R Pfaff; Peter N Robinson; Joel H Saltz; Heidi Spratt; Christine Suver; John Wilbanks; Adam B Wilcox; Andrew E Williams; Chunlei Wu; Clair Blacketer; Robert L Bradford; James J Cimino; Marshall Clark; Evan W Colmenares; Patricia A Francis; Davera Gabriel; Alexis Graves; Raju Hemadri; Stephanie S Hong; George Hripscak; Dazhi Jiao; Jeffrey G Klann; Kristin Kostka; Adam M Lee; Harold P Lehmann; Lora Lingrey; Robert T Miller; Michele Morris; Shawn N Murphy; Karthik Natarajan; Matvey B Palchuk; Usman Sheikh; Harold Solbrig; Shyam Visweswaran; Anita Walden; Kellie M Walters; Griffin M Weber; Xiaohan Tanner Zhang; Richard L Zhu; Benjamin Amor; Andrew T Girvin; Amin Manna; Nabeel Qureshi; Michael G Kurilla; Sam G Michael; Lili M Portilla; Joni L Rutter; Christopher P Austin; Ken R Gersing
Journal:  J Am Med Inform Assoc       Date:  2021-03-01       Impact factor: 7.942

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  1 in total

1.  Advancing Interoperability of Patient-level Social Determinants of Health Data to Support COVID-19 Research.

Authors:  Jimmy Phuong; Stephanie Hong; Matvey B Palchuk; Juan Espinoza; Daniella Meeker; David A Dorr; Galina Lozinski; Charisse Madlock-Brown; William G Adams
Journal:  AMIA Annu Symp Proc       Date:  2022-05-23
  1 in total

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