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Use of health care services according to functional performance in community-dwelling older adults in Spain. An approach using GAMLSS models

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Listed:
  • Maider Mateo-Abad
  • Kalliopi Vrotsou
  • María Padilla Ruiz
  • Alonso Montiel-Luque
  • María del Carmen Saucedo Figueredo
  • Mónica Machón
  • Francisco Rivas Ruiz
  • Itziar Vergara

Abstract

Functional performance in older adults is a predictor of survival and other health outcomes and its measurement is highly recommended in primary care settings. Functional performance and frailty are closely related concepts, and frailty status is associated with the use of health care services. However, there is insufficient evidence on the utilization of services profile according to the functional performance of older adults. The aim of this study was to assess the relationship between functional performance and the use of a wide range of health services in community-dwelling older adults. Generalized additive models for location, scale and shape were used to study these complex data of services utilization, from primary to hospital care. A total of 749 participants from two Spanish regions were followed up for 2 years. Of those, 276 (37%) presented low functional performance and 473 (63%) normal performance according to the Timed Up and Go test. The results showed that even after adjusting for burden of comorbidity and polypharmacy, participants with low functional performance used primary and secondary care health services more intensively, visited emergency rooms more often, and were hospitalized more frequently and for longer periods of time. A negative binomial distribution and a variant thereof were found to be the best models to describe health service utilization data. In conclusion, functionality should be considered as an important health indicator for tailoring the provision of health services for older adults.

Suggested Citation

  • Maider Mateo-Abad & Kalliopi Vrotsou & María Padilla Ruiz & Alonso Montiel-Luque & María del Carmen Saucedo Figueredo & Mónica Machón & Francisco Rivas Ruiz & Itziar Vergara, 2022. "Use of health care services according to functional performance in community-dwelling older adults in Spain. An approach using GAMLSS models," PLOS ONE, Public Library of Science, vol. 17(11), pages 1-12, November.
    • Handle: RePEc:plo:pone00:0277681
    DOI: 10.1371/journal.pone.0277681
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    References listed on IDEAS

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    1. R. A. Rigby & D. M. Stasinopoulos, 2005. "Generalized additive models for location, scale and shape," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 54(3), pages 507-554, June.
    2. Stasinopoulos, D. Mikis & Rigby, Robert A., 2007. "Generalized Additive Models for Location Scale and Shape (GAMLSS) in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 23(i07).
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