A Framework for Social Determinants of Health Integration in Population Health Management Systems

Authors

  • Prakash Easwaran

DOI:

https://doi.org/10.22399/ijcesen.4974

Keywords:

Social Determinants of Health, Population Health Management, Risk Stratification, Community-Based Organizations, Closed-Loop Referrals, Care Management

Abstract

Traditional models of health care delivery mainly involve health care approaches while overlooking non-health issues that influence health care outcomes and health care expenditures. Social determinants of health relate to poverty, educational attainment, housing status, accessibility of transport, and food availability. Addressing such determinants requires systematic capabilities within population health management platforms. A dual-layer risk assessment framework provides comprehensive identification of social needs across populations. Community-level scoring leverages census tract geography and publicly available socioeconomic data. Six primary domains, including education, employment, income, transportation, housing, and food access, contribute to cumulative geographic risk calculations. Member-level assessments capture individual circumstances through structured screening instruments administered during care management encounters. Individual scores override community-level assignments when documented personal needs diverge from neighborhood averages. Risk stratification algorithms classify populations into tiered categories based on cumulative scores. High-risk individuals receive intensive care management with dedicated program enrollment. Medium-risk individuals receive educational materials and periodic monitoring. Configurable parameters enable organizational customization of scoring weights and threshold boundaries. Integration with community-based organization referral platforms enables closed-loop referral management. Electronic referral transmission and status tracking support regulatory compliance requirements. It translates disparate efforts within social care into structured and trackable interventions within healthcare populations.

References

[1]Michael Marmot and Jessica J. Allen, "Social determinants and health equity," American Journal of Public Health, 2014. [Online]. Available: https://ajph.aphapublications.org/doi/pdf/10.2105/AJPH.2014.302200

[2] Caroline M. Fichtenberg et al., "Improving Social Needs Intervention Research: Key Questions for Advancing the Field," ScienceDirect, 2019. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0749379719303265

[3] Alka B Patel et al., "Determining geographic areas and populations with timely access to cardiac catheterization facilities for acute myocardial infarction care in Alberta, Canada," International Journal of Health Geographics, 2007. [Online]. Available: https://link.springer.com/content/pdf/10.1186/1476-072X-6-47.pdf

[4] Gopal K. Singh, "Area deprivation and widening inequalities in US mortality, 1969–1998," American Journal of Public Health, 2003. [Online]. Available: https://ajph.aphapublications.org/doi/pdf/10.2105/AJPH.93.7.1137

[5] Alexander Billioux et al., "Standardized Screening for Health-Related Social Needs in Clinical Settings," National Academy of Medicine, 2017. [Online]. Available: https://teambasedcaretoolkit.c3aco.org/wp-content/uploads/2023/07/Standardized-Screening-for-Health-Related-Social-Needs-in-Clinical-Settings.pdf

[6] Elham Hatef et al., "Development of a Social Risk Score in the Electronic Health Record to Identify Social Needs Among Underserved Populations: Retrospective Study," JMIR Publications, 2024. [Online]. Available: https://formative.jmir.org/2024/1/e54732/

[7] Shelley-Ann M. Girwar et al., "A systematic review of risk stratification tools internationally used in primary care settings," Wiley, 2021. [Online]. Available: https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/hsr2.329

[8] Elena Kleymenova et al., "User-configurable decision support system for clinical risk management," ScienceDirect, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1877050921012990

[9] Theodore R. Marmor, "Beneath the Surface: Social Insurance and American Health Care:

Principles and Paradoxes," Journal of Health Politics, 2018. [Online]. Available: https://www.researchgate.net/profile/Theodore-Marmor/publication/356762774

[10] Anthony W. Olson et al., "Getting Inside Closed-Loop Referrals: Exploring the Patient Experience of Finding and Connecting to Social Care With a Community Resource Referral System Using a Community-Based Participatory Approach," Health Services Research, 2025. [Online]. Available: https://onlinelibrary.wiley.com/doi/pdf/10.1111/1475-6773.14451

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Published

2026-02-26

How to Cite

Prakash Easwaran. (2026). A Framework for Social Determinants of Health Integration in Population Health Management Systems. International Journal of Computational and Experimental Science and Engineering, 12(1). https://doi.org/10.22399/ijcesen.4974

Issue

Section

Research Article