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. 2025 Oct 21:S0002-9629(25)01251-0.
doi: 10.1016/j.amjms.2025.10.014. Online ahead of print.

Cumulative Burden of Non-Medical Drivers of Health and Their Associations with Hospital Utilization

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Cumulative Burden of Non-Medical Drivers of Health and Their Associations with Hospital Utilization

Jemima C John et al. Am J Med Sci. .

Abstract

Background: Vulnerable populations experience multiple adverse non-medical drivers of health (NMDOH) that contribute to poorer health outcomes and increased healthcare utilization. This cross-sectional study examined the associations between NMDOH and hospital-based outcomes in a 2018 Medical-Legal Partnership pilot study.

Methods: Composite scores generated for socio-economic and housing-environmental conditions were categorized to reflect cumulative burden of unmet needs. Logistic regression models examined associations between these scores and the number of ED visits (≥3 visits in the past year) and hospital stays (≥2 days in the past year), controlling for age, sex, race, and income.

Results: In this sample of 174 participants (mean age=52.5 years; 68.2% female; 55% Black, 28% Hispanic; and average monthly income =$1196), 74% were food insecure, 68.3% had ≥2 social and economic needs, and 47.6% reported >1 housing-environmental concern. There were significantly greater odds of ≥3 ED visits (AOR: 7.3; P=0.003) and similarly greater odds of hospital stay of ≥2 days. (AOR: 5.6; P=0.032) among those with ≥4 vs. <4 personal SDOH needs.

Conclusion: Having ≥4 social and economic conditions was strongly associated with poor hospital-related outcomes, indicating the need for a strong response and targeting of the NMDOH that impact healthcare utilization outcomes.

Keywords: Hospital Utilization; Medical-Legal Partnership; Non-medical drivers of health; Vulnerable Populations.

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Conflict of interest statement

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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