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SAGE Research on Aging•October 1, 2026•Diogo Miguel Goncalves Fortes, Katherine Miller1Department of Mental Health, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA2Department of Health Policy and Management, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA3VA Partnered Evidence-based Policy Resource Center, Boston, MA, USA

Home Care Labor Supply Limits Rural Aging-in-Place Goals

An analysis in the Journal of Applied Gerontology tracks the supply of home-based direct care workers across the United States from 2015 to 2024, comparing rural and urban trends against rising demand driven by population aging and preferences to age in place. The question addressed is whether labor supply is growing fast enough to meet that demand, with particular attention to rural areas where shortfalls are least understood. Workforce availability functions as a determinant of whether older adults can remain in their homes safely as functional capacity declines.

Key Points

  • Home care worker supply examined across rural and urban areas, 2015–2024
  • Aging-in-place preferences are driving rising demand for direct care labor
  • Rural labor supply adequacy remains the central unresolved question

Longevity Analysis

Extending healthspan produces a population that lives longer with partial dependency, and the infrastructure supporting daily function becomes as consequential as any clinical intervention. Where caregiving capacity is thin, older adults lose assistance with movement, nutrition, hydration, and medication adherence — the practical supports that keep physical capability and emotional stability intact. Geographic disparities in workforce supply therefore translate into measurable differences in how well late-life function can be sustained, a reminder that individual optimization operates within limits set by local systems of care.

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Original published by SAGE Research on Aging, by Diogo Miguel Goncalves Fortes, Katherine Miller1Department of Mental Health, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA2Department of Health Policy and Management, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA3VA Partnered Evidence-based Policy Resource Center, Boston, MA, USA.