Related Experiment Video
Updated: Oct 7, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Social Needs Screening and Subsequent Acute Care Utilization in a Large Safety-Net Health System: A Retrospective
Miaoqing Jia1, Hanbo Dong2, Kevin Fiori3
1Division of Health Policy and Economics, Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA. mij4018@med.cornell.edu.
Background:
Health systems increasingly screen for patients' social needs, but evidence is limited on which specific needs are most associated with subsequent acute care use.
Objective:
To examine associations between patient-reported social needs and subsequent acute care utilization in a large safety-net population.
Design:
Retrospective cohort study linking 2023 social needs screening data from a large safety-net health system to longitudinal electronic health records from a multi-health system clinical research network.
Participants:
20,337 adults with a primary care visit who completed social needs screening in 2023.
Main Measures:
Exposures were positive screening for nine social needs domains (e.g., transportation-related delayed care). Outcomes were any hospitalization, any ED visit, preventable hospitalization, and preventable ED visit. Multivariable logistic regression adjusted for demographics, comorbidities, and neighborhood social conditions.
Key Results:
Overall, 15.9% screened positive for ≥ 1 social need. The most prevalent needs were food insecurity (5.9%) and problems with residence (5.6%), followed by housing stability concerns (4.6%) and transportation barriers (4.1%). After covariate adjustment, transportation-related delayed care was associated with a 6.8-percentage-point increase in the probability of having ≥ 1 hospitalization (95% CI, 4.1 to 9.5; p < 0.001), an 8.4-percentage-point increase in the probability of having ≥ 1 ED visit (95% CI, 4.8 to 12.0; p < 0.001), a 1.2-percentage-point increase in the probability of having ≥ 1 preventable hospitalization (95% CI, 0.1 to 2.3; p = 0.04), and a 4.2-percentage-point increase in the probability of having ≥ 1 preventable ED visit (95% CI, 1.6 to 6.7; p = 0.002). A positive screening for housing-related problems was associated with increased probability of having ≥ 1 ED visit. Other domains were not significantly associated with outcomes.
Conclusions:
In a safety-net setting, transportation barriers showed the strongest and most consistent associations with subsequent acute care use. Targeted transportation and care-navigation strategies may be critical components of social care interventions.
Related Concept Videos
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Nursing Assessment
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments and...
Secondary Healthcare System