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February 28, 2026PLoS ONE0 citationsOpen Access

Chronic conditions and healthcare cost and utilization among underserved Medicare beneficiaries

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KGKaren Fredriksen GoldsenHKHyun-Jun KimNTNatalie Turner

Key Points

  • The study aims to explore chronic conditions and healthcare costs among underserved SGM Medicare beneficiaries.
  • Linked data analysis from NHAS and CMS Chronic Conditions Warehouse
  • Examination of chronic conditions and their complexity
  • Linear and logistic regressions to estimate associations
  • Focus on total Medicare spending and healthcare utilization
  • Higher chronic condition severity leads to increased Medicare spending and healthcare use
  • SGM beneficiaries exhibit more complex chronic conditions compared to healthier counterparts
  • Day-to-day discrimination correlates with increased chronic condition complexity
  • Disability and dual eligibility strongly associate with higher healthcare costs

Abstract

Underserved older adults face increased risk for certain chronic conditions and multimorbidity, yet research on healthcare spending and utilization in these groups is limited. For example, there is a glaring absence of research on sexual and gender minority (SGM) Medicare beneficiaries. To address this gap, this study uses linked data from Aging with Pride: National Health, Aging and Sexuality/Gender Study (NHAS) and CMS Chronic Conditions Warehouse data (n = 902) to examine chronic conditions, healthcare spending and utilization among a diverse sample of SGM older adult Medicare beneficiaries. Chronic condition complexity was identified using the Medicare Chronic Conditions/Other Chronic Conditions files. Additional explanatory variables included adverse experiences, psychological and social resources, health-related indicators, socioeconomic factors, and background characteristics. The Cost and Use file was used to calculate four outcome variables: total Medicare spending, spending on physician services, high-cost beneficiary status, and healthcare utilization. A series of linear and logistic regressions were used to estimate the association between explanatory and outcome variables. SGM older adult participants with the greatest severity and complexity of chronic conditions had significantly higher total Medicare spending, spending on physician services, and were more likely to be a high-cost beneficiary and higher use of healthcare services compared to those who were comparatively healthy. We also find strong evidence linking higher Medicare spending to disability and dual eligibility, highlighting an urgent need for research given SGM older adults’ increased risk for disabling chronic conditions, yet at times lower healthcare utilization. Higher day-to-day discrimination was associated with greater likelihood of chronic condition complexity and lower Medicare spending. Understanding the relationship between chronic health conditions and healthcare cost and utilization is a critical step in developing responsive health services and effective interventions to promote healthy aging in our increasingly diverse yet often underserved communities.

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Cite This Study

Goldsen et al. (2026) studied this question.

synapsesocial.com/papers/69a287570a974eb0d3c02fc0https://doi.org/10.1371/journal.pone.0340785
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1The Mediating Role of Frailty in Healthcare Utilization Among Sexual and Gender Minorities: A Comparison of Generalist, Specialist, and Mental Health Visits2026
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  5. 5Medicare Eligibility and Physician Utilization Among Adults With Coronary Heart Disease and Stroke2012 · 13 citations