Impact of Social Risk Decision Support
Study Details
Study Description
Brief Summary
The purpose of this study is to determine the impact of embedding a risk-stratification tool, designed to identify patient needs for services that address social determinant of health related needs, in a commercial electronic health record system (EHR).
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Detailed Description
Social determinant of health related needs and social risk factors complicate care delivery and drive health and well-being. Social needs are common among undeserved patient populations, but health care providers are often not equipped to routinely identify and address patients in need.
Using a combination of health information exchange, electronic health record, and aggregate datasets the investigators developed predictive algorithms to identify patients a highest risk for a need for a referral to a social worker, dietitian, behavioral health, or other wraparound service provider. Risk scores are available to primary care providers in two ways within the electronic health record system (EHR): 1) a graphical summary of individual risk or 2) a line listing of all scheduled patients.
The investigators are introducing the risk-stratification tool in an urban safety-net primary care provider on a voluntary usage basis.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: Intervention group Encounters at primary care clinics with the risk screening tool |
Other: Risk screening tool exposure
Risk screening tool is available to providers
|
No Intervention: Comparison group Propensity score matched comparison encounters |
Outcome Measures
Primary Outcome Measures
- ED utilization rate [6 months]
Rate of potentially avoidable emergency department utilization as determined by encounters recorded in health information exchange data and categorized using the NYU ED Algorithm.
- Missed primary care appointments rate [6 months]
Rate of no show / cancelled appointments at the intervention site primary care clinics as recorded in the intervention site's electronic health record system
Secondary Outcome Measures
- Hospitalization rate [6 months]
Rate of all cause and potentially preventable hospitalization as determined by encounters recorded in health information exchange data and categorized using AHRQ's prevention quality indicator definitions
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Encounters among patients seeking primary care service at any of the 9 Eskenazi Health FQHC clinics in Indianapolis, IN from January 2017 to May 2020.
-
The propensity score matched primary care encounters from non-Eskenazi facilities.
Exclusion Criteria:
- Emergency encounters or hospitalizations
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Eskenazi Health | Indianapolis | Indiana | United States | 46202 |
Sponsors and Collaborators
- Indiana University
- Robert Wood Johnson Foundation
Investigators
- Principal Investigator: Joshua R Vest, PhD, Associte Professor
Study Documents (Full-Text)
None provided.More Information
Publications
- Kasthurirathne SN, Vest JR, Menachemi N, Halverson PK, Grannis SJ. Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services. J Am Med Inform Assoc. 2018 Jan 1;25(1):47-53. doi: 10.1093/jamia/ocx130.
- Vest JR, Grannis SJ, Haut DP, Halverson PK, Menachemi N. Using structured and unstructured data to identify patients' need for services that address the social determinants of health. Int J Med Inform. 2017 Nov;107:101-106. doi: 10.1016/j.ijmedinf.2017.09.008. Epub 2017 Sep 20.
- Vest JR, Menachemi N, Grannis SJ, Ferrell JL, Kasthurirathne SN, Zhang Y, Tong Y, Halverson PK. Impact of Risk Stratification on Referrals and Uptake of Wraparound Services That Address Social Determinants: A Stepped Wedged Trial. Am J Prev Med. 2019 Apr;56(4):e125-e133. doi: 10.1016/j.amepre.2018.11.009. Epub 2019 Feb 14.
- VEST-RWJF-PHASE2