The Care Dependency of Community-Dwelling Older Adults: A Latent Variable Approach Using Item Response Theory

Abstract Background Older adults living in the community may have functional limitations and require varying levels of assistance to satisfy their care needs. This study aimed to assess the individual degree of care needs in a population-based study of community-dwelling older adults. Using a latent variable approach, we assessed the degree of care dependency and studied its association with socioeconomic and health characteristics. Methods We used data on adults aged 60 years and older from the Uruguayan population-based study Encuesta Longitudinal de Protección Social (ELPS) (N = 5102). To assess care needs, we considered 11 Activities of Daily Living and the self/proxy-reported information about the help needed to perform these activities. Using an Item Response Theory model, we estimated the dependency score (DS) used to measure the degree of care dependency. Then, we applied linear regression models to analyze the association between DS and age, sex, education, income, and health characteristics. Results The results showed differences in the ADLs in which older adults with a low level of dependency and those with a high level of dependency needed assistance. Additionally, older women (p = 0.002) with multimorbidity (p < 0.001) and individuals with lower levels of education (p = 0.006) had the highest degree of care dependency. Conclusions Social and healthcare public policies will benefit from considering the socioeconomic and health differences of older adults. The degree of care dependency should be considered for the design of services providing support to older adults with care dependency living in the community.

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Publication Details

Journal
Innovation in Aging
Published
2025-12-01
DOI
https://doi.org/10.1093/geroni/igaf122.2468
Primary Topic
Chronic Disease Management Strategies
Type
article
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article

The Care Dependency of Community-Dwelling Older Adults: A Latent Variable Approach Using Item Response Theory

Janet Trujillo, Alejandra Marroig, Sofia Domingorena, Fernando Massa et al.
Innovation in Aging
Chronic Disease Management Strategies
article

The Care Dependency of Community-Dwelling Older Adults: A Latent Variable Approach Using Item Response Theory

Janet Trujillo, Alejandra Marroig, Sofia Domingorena, Fernando Massa, Graciela Muniz-Terrera
article en

Abstract

Abstract Background Older adults living in the community may have functional limitations and require varying levels of assistance to satisfy their care needs. This study aimed to assess the individual degree of care needs in a population-based study of community-dwelling older adults. Using a latent variable approach, we assessed the degree of care dependency and studied its association with socioeconomic and health characteristics. Methods We used data on adults aged 60 years and older from the Uruguayan population-based study Encuesta Longitudinal de Protección Social (ELPS) (N = 5102). To assess care needs, we considered 11 Activities of Daily Living and the self/proxy-reported information about the help needed to perform these activities. Using an Item Response Theory model, we estimated the dependency score (DS) used to measure the degree of care dependency. Then, we applied linear regression models to analyze the association between DS and age, sex, education, income, and health characteristics. Results The results showed differences in the ADLs in which older adults with a low level of dependency and those with a high level of dependency needed assistance. Additionally, older women (p = 0.002) with multimorbidity (p < 0.001) and individuals with lower levels of education (p = 0.006) had the highest degree of care dependency. Conclusions Social and healthcare public policies will benefit from considering the socioeconomic and health differences of older adults. The degree of care dependency should be considered for the design of services providing support to older adults with care dependency living in the community.

Innovation in AgingVol. 9(Supplement_2)
Universidad de la República de Uruguay (UY), Ohio University (US), Universidad de Montevideo (UY)
No poverty
Openalex Percentile: Top 28%
Chronic Disease Management Strategies
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The Care Dependency of Community-Dwelling Older Adults: A Latent Variable Approach Using Item Response Theory — Janet Trujillo, Alejandra Marroig, et al. · Innovation in Aging (2025) | TGRS Research Map | TGRS