Claims-Based Frailty Among Newly Admitted Long-stay Nursing Home Residents

Abstract Admission to a long-stay nursing home (LNH, defined as ≥ 30 accumulative days within an episode) is a sentinel event for older adults, often signaling limited life expectancy or increased risk of adverse health outcomes. However, the prevalence of frailty and its prognostic value at LNH admission remain poorly characterized. In a 7% random sample of fee-for-service Medicare beneficiaries from 2015 to 2019, we identified 66,407 new LNH residents. Frailty was measured using the claims-based frailty index (CFI) on claims in the 12 months prior to LNH admission and categorized as non-frail (CFI < 0.25), mild frailty (0.25-0.34), moderate frailty (0.35-0.44) or severe frailty (≥0.45). We examined the association of frailty category with mortality, hospitalization, ED visits, injurious falls, and pressure ulcers over one-year follow-up, using Cox proportional hazards or Fine–Gray competing-risk models adjusted for age, sex, and dual eligibility. Frailty was present in 77.1% at LNH admission, with 46.7% mild frailty, 25.6% moderate frailty, and 4.8% severe frailty. One-year risk of mortality increased with frailty: 20.4% in non-frailty, 26.3% in mild frailty, 30.6% in moderate frailty, and 33.5% in severe frailty. Differences in mortality persisted when stratified by age and sex. Compared with non-frail beneficiaries, those with severe frailty had higher rates of mortality (HR [95% CI], 2.0 [1.8, 2.1]), hospitalization (2.8 [2.6–2.9]), ED visits (1.8 [1.6–1.9]), injurious falls (1.2 [0.9–1.5), and pressure ulcers (3.9 [3.4–4.4]). These results highlight that a claims-based frailty assessment can be useful for prognostication and risk stratification among newly admitted LNH residents.

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Journal
Innovation in Aging
Published
2025-12-01
DOI
https://doi.org/10.1093/geroni/igaf122.4326
Primary Topic
Frailty in Older Adults
Type
article
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article

Claims-Based Frailty Among Newly Admitted Long-stay Nursing Home Residents

Brianne Louise Olivieri-Mui, Sandra Shi, Dae Hyun Kim, Sarah Berry et al.
Innovation in Aging
Frailty in Older Adults
article

Claims-Based Frailty Among Newly Admitted Long-stay Nursing Home Residents

Brianne Louise Olivieri-Mui, Sandra Shi, Dae Hyun Kim, Sarah Berry, Kailin Xu, Chan Mi Park
article en

Abstract

Abstract Admission to a long-stay nursing home (LNH, defined as ≥ 30 accumulative days within an episode) is a sentinel event for older adults, often signaling limited life expectancy or increased risk of adverse health outcomes. However, the prevalence of frailty and its prognostic value at LNH admission remain poorly characterized. In a 7% random sample of fee-for-service Medicare beneficiaries from 2015 to 2019, we identified 66,407 new LNH residents. Frailty was measured using the claims-based frailty index (CFI) on claims in the 12 months prior to LNH admission and categorized as non-frail (CFI < 0.25), mild frailty (0.25-0.34), moderate frailty (0.35-0.44) or severe frailty (≥0.45). We examined the association of frailty category with mortality, hospitalization, ED visits, injurious falls, and pressure ulcers over one-year follow-up, using Cox proportional hazards or Fine–Gray competing-risk models adjusted for age, sex, and dual eligibility. Frailty was present in 77.1% at LNH admission, with 46.7% mild frailty, 25.6% moderate frailty, and 4.8% severe frailty. One-year risk of mortality increased with frailty: 20.4% in non-frailty, 26.3% in mild frailty, 30.6% in moderate frailty, and 33.5% in severe frailty. Differences in mortality persisted when stratified by age and sex. Compared with non-frail beneficiaries, those with severe frailty had higher rates of mortality (HR [95% CI], 2.0 [1.8, 2.1]), hospitalization (2.8 [2.6–2.9]), ED visits (1.8 [1.6–1.9]), injurious falls (1.2 [0.9–1.5), and pressure ulcers (3.9 [3.4–4.4]). These results highlight that a claims-based frailty assessment can be useful for prognostication and risk stratification among newly admitted LNH residents.

Innovation in AgingVol. 9(Supplement_2)
Northeastern University (US), Hebrew SeniorLife (US)
Good health and well-being
Openalex Percentile: Top 32%
Frailty in Older Adults
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Claims-Based Frailty Among Newly Admitted Long-stay Nursing Home Residents — Brianne Louise Olivieri-Mui, Sandra Shi, et al. · Innovation in Aging (2025) | TGRS Research Map | TGRS