Literature DB >> 32598228

Assessing the Impact of Social Needs and Social Determinants of Health on Health Care Utilization: Using Patient- and Community-Level Data.

Elham Hatef1,2, Xiaomeng Ma1, Masoud Rouhizadeh3, Gurmehar Singh1, Jonathan P Weiner1, Hadi Kharrazi1,4.   

Abstract

As the US health care system moves to expand access to and quality of medical care, the importance of addressing patient-level social needs and community-level social determinants of health (SDOH) is increasingly being recognized. This study evaluates individual- and community-level needs of housing (one of the SDOH domains) across the patient population of an academic medical center and explores how the level of housing needs impacts health care utilization. The authors performed a descriptive analysis of housing issues identified in both structured and unstructured (eg, clinical notes) data extracted from the electronic health record (EHR) and compared this to community-level characteristics of patients' neighborhood as measured by the Area Deprivation Index. Multivariate analyses were performed to assess the association between these and other factors on the frequency of service encounters. Among the 1,034,683 study participants, 59,703 (5.8%) had at least 1 housing issue identified in their EHR from structured or unstructured data combined. After adjusting for other factors, patients with housing instability and homelessness had 49% and 34% more encounters with the health care system compared to patients without housing issues (P < 0.00001). Patients living in the most disadvantaged neighborhoods had 55% more encounters with the health care system compared to those living in the most advantaged neighborhoods (P < 0.00001). This data collection approach and findings can inform health care systems aiming to make use of their EHRs and community-level SDOH information to provide a full assessment of patients' social needs and challenges.

Entities:  

Keywords:  community-level social data; electronic health records; health care utilization; patient-level social data; social determinants of health; social needs

Mesh:

Year:  2020        PMID: 32598228      PMCID: PMC8349715          DOI: 10.1089/pop.2020.0043

Source DB:  PubMed          Journal:  Popul Health Manag        ISSN: 1942-7891            Impact factor:   2.459


  29 in total

1.  A Road Map to Address the Social Determinants of Health Through Community Collaboration.

Authors:  Adrienne W Henize; Andrew F Beck; Melissa D Klein; Monica Adams; Robert S Kahn
Journal:  Pediatrics       Date:  2015-09-21       Impact factor: 7.124

2.  Enrich classifications in psychiatry with textual data: an ontology for psychiatry including social concepts.

Authors:  Marion Richard; Xavier Aimé; Marie-Odile Krebs; Jean Charlet
Journal:  Stud Health Technol Inform       Date:  2015

3.  The Association of Health Literacy With Preventable Emergency Department Visits: A Cross-sectional Study.

Authors:  Meenakshi P Balakrishnan; Jill Boylston Herndon; Jingnan Zhang; Thomas Payton; Jonathan Shuster; Donna L Carden
Journal:  Acad Emerg Med       Date:  2017-08-14       Impact factor: 3.451

4.  Developing Electronic Health Record (EHR) Strategies Related to Health Center Patients' Social Determinants of Health.

Authors:  Rachel Gold; Erika Cottrell; Arwen Bunce; Mary Middendorf; Celine Hollombe; Stuart Cowburn; Peter Mahr; Gerardo Melgar
Journal:  J Am Board Fam Med       Date:  2017 Jul-Aug       Impact factor: 2.657

5.  Formerly Homeless People Had Lower Overall Health Care Expenditures After Moving Into Supportive Housing.

Authors:  Bill J Wright; Keri B Vartanian; Hsin-Fang Li; Natalie Royal; Jennifer K Matson
Journal:  Health Aff (Millwood)       Date:  2016-01       Impact factor: 6.301

6.  Budget Impact of a Comprehensive Nutrition-Focused Quality Improvement Program for Malnourished Hospitalized Patients.

Authors:  Suela Sulo; Josh Feldstein; Jamie Partridge; Bjoern Schwander; Krishnan Sriram; Wm Thomas Summerfelt
Journal:  Am Health Drug Benefits       Date:  2017-07

7.  Effect of a housing and case management program on emergency department visits and hospitalizations among chronically ill homeless adults: a randomized trial.

Authors:  Laura S Sadowski; Romina A Kee; Tyler J VanderWeele; David Buchanan
Journal:  JAMA       Date:  2009-05-06       Impact factor: 56.272

8.  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

9.  Walkability and self-rated health in primary care patients.

Authors:  James Rohrer; J R Pierce; Anne Denison
Journal:  BMC Fam Pract       Date:  2004-12-02       Impact factor: 2.497

10.  Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System.

Authors:  Elham Hatef; Masoud Rouhizadeh; Iddrisu Tia; Elyse Lasser; Felicia Hill-Briggs; Jill Marsteller; Hadi Kharrazi
Journal:  JMIR Med Inform       Date:  2019-08-02
View more
  13 in total

1.  Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data.

Authors:  Yoonyoung Park; Natasha Mulligan; Martin Gleize; Morten Kristiansen; Joao H Bettencourt-Silva
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

Review 2.  Documentation and review of social determinants of health data in the EHR: measures and associated insights.

Authors:  Michael Wang; Matthew S Pantell; Laura M Gottlieb; Julia Adler-Milstein
Journal:  J Am Med Inform Assoc       Date:  2021-11-25       Impact factor: 7.942

3.  Association of Social Needs and Healthcare Utilization Among Medicare and Medicaid Beneficiaries in the Accountable Health Communities Model.

Authors:  Jennifer Holcomb; Linda Highfield; Gayla M Ferguson; Robert O Morgan
Journal:  J Gen Intern Med       Date:  2022-02-07       Impact factor: 6.473

4.  Analysis of Social Media Discussions on (#)Diet by Blue, Red, and Swing States in the U.S.

Authors:  Amir Karami; Alicia A Dahl; George Shaw; Sruthi Puthan Valappil; Gabrielle Turner-McGrievy; Hadi Kharrazi; Parisa Bozorgi
Journal:  Healthcare (Basel)       Date:  2021-04-29

Review 5.  A scoping review of knowledge authoring tools used for developing computerized clinical decision support systems.

Authors:  Sujith Surendran Nair; Chenyu Li; Ritu Doijad; Paul Nagy; Harold Lehmann; Hadi Kharrazi
Journal:  JAMIA Open       Date:  2021-12-16

6.  Socially situated risk: challenges and strategies for implementing algorithmic risk scoring for care management.

Authors:  Paige Nong; Julia Adler-Milstein
Journal:  JAMIA Open       Date:  2021-09-11

7.  Predicting health-related social needs in Medicaid and Medicare populations using machine learning.

Authors:  Jennifer Holcomb; Luis C Oliveira; Linda Highfield; Kevin O Hwang; Luca Giancardo; Elmer Victor Bernstam
Journal:  Sci Rep       Date:  2022-03-16       Impact factor: 4.379

8.  Assessing the Value of Unsupervised Clustering in Predicting Persistent High Health Care Utilizers: Retrospective Analysis of Insurance Claims Data.

Authors:  Raghav Ramachandran; Michael J McShea; Stephanie N Howson; Howard S Burkom; Hsien-Yen Chang; Jonathan P Weiner; Hadi Kharrazi
Journal:  JMIR Med Inform       Date:  2021-11-25

9.  Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology.

Authors:  Stephanie N Howson; Michael J McShea; Raghav Ramachandran; Howard S Burkom; Hsien-Yen Chang; Jonathan P Weiner; Hadi Kharrazi
Journal:  JMIR Med Inform       Date:  2022-03-24

10.  COVID-19 and social determinants of health: Medicaid managed care organizations' experiences with addressing member social needs.

Authors:  Samuel T Opoku; Bettye A Apenteng; Linda Kimsey; Angie Peden; Charles Owens
Journal:  PLoS One       Date:  2022-03-10       Impact factor: 3.240

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.