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Updated: Jan 14, 2026

Assessment of Dependence in Activities of Daily Living Among Older Patients in an Acute Care Unit
Published on: September 30, 2020
State-based variations in risk of institutional placement among dually eligible non-elderly adults with intellectual
Sophia Jan1, Caren Steinway2, Colleen Brensinger3
1Department of Pediatrics, Northwell Health, New Hyde Park, NY, 11040, USA; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Pediatrics, Hempstead, NY, USA; Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA.
Background:
Long-term services and supports (LTSS) include various paid institutional and personal care, comprising nearly 28.3 % of Medicaid spending, with significant variability in home and community-based services (HCBS) eligibility across states.
Objective:
To examine the impact of state of residence and HCBS spend on risk of institutional placement on a particularly vulnerable population, dual-eligible non-elderly adults with intellectual/developmental disabilities (IDD).
Methods:
A retrospective cohort study was conducted to determine the hazard ratio of institutional placement based on Medicaid and Medicare data. We examined CMS Medicaid Analytic eXtract files with linked 2008-2012 Medicare data from California, Florida, New York, Ohio, and Pennsylvania. Eligible participants were 159,275 dual-eligible adults aged 18-to-64 years living in community settings who were continuously enrolled in Medicaid and had ICD-9 codes for ID in any inpatient, outpatient, or long-term encounter.
Results:
Among study participants, 4.4 % (n = 6975) had an eventual institutional placement claim. Subjects with institutional placement were more likely to be older, female, sicker, and have more claims for acute, ambulatory, and short-term care. In both unadjusted and adjusted analysis, risk of institutional placement was highest among those living in Ohio (HR 1.86 [1.70-2.04], P < 0.0001) and California (HR 1.50 [1.37-1.64], P < 0.0001) compared to Florida. Risk was lower for every $10,000 increase in HCBS spend at baseline. Black, Hispanic, and Other subjects had lower risks than While subjects, CONCLUSIONS: Our findings suggest that continued investments in HCBS and better access may decrease reliance on costly institutional care for non-elderly disabled adults who may need long-term care for decades.
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