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COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY
Several indicators associated with poor outcomes in older persons have been developed, but a direct comparison of their accuracy is lacking. Knowing which indicator performs better in the prediction of specific outcomes could help health care providers to choose the most suitable one. We compared th...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6841197/ http://dx.doi.org/10.1093/geroni/igz038.2269 |
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author | Zucchelli, Alberto Vetrano, Davide Grande, Giulia Calderon-Larranaga, Amaia Fratiglioni, Laura Marengoni, Alessandra Rizzuto, Debora |
author_facet | Zucchelli, Alberto Vetrano, Davide Grande, Giulia Calderon-Larranaga, Amaia Fratiglioni, Laura Marengoni, Alessandra Rizzuto, Debora |
author_sort | Zucchelli, Alberto |
collection | PubMed |
description | Several indicators associated with poor outcomes in older persons have been developed, but a direct comparison of their accuracy is lacking. Knowing which indicator performs better in the prediction of specific outcomes could help health care providers to choose the most suitable one. We compared the accuracy in predicting different clinically-relevant outcomes of five indicators: frailty index (FI), frailty phenotype (FP), the Health Assessment Tool (HAT), walking speed (WS), and multimorbidity. Data from the Swedish National Study on Aging and Care in Kungsholmen, an ongoing population-based study including 3363 people 60+, were used. The ability of the five indicators to predict mortality (3- and 5-year), unplanned hospitalizations (1- and 3-year), and 2+ health provider contacts (6 months prior and after assessment) was compared using the area under the ROC curves (AUC). FI, WS, and HAT showed the best accuracy in the prediction of mortality (AUC for 3-year mortality: 0.84, 0.85, 0.87 respectively; AUC for 5-year mortality: 0.84, 0.85, 0.86 respectively; all p < 0.05). Unplanned hospitalizations were better predicted by the FI (AUC: 1-year 0.73; 3-year 0.72) and HAT (AUC: 1-year 0.73; 3-year 0.71).The most accurate predictor of multiple contacts with health providers was multimorbidity (AUC: 0.67; p < 0.05). All indicators, but multimorbidity, showed higher accuracy among older individuals (75+ years). Different indicators can be used to support physicians during their decision-making process. Some of these tools may also be used to forecast future use of health-care resources, including both hospital-based services and outpatient ones . |
format | Online Article Text |
id | pubmed-6841197 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68411972019-11-15 COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY Zucchelli, Alberto Vetrano, Davide Grande, Giulia Calderon-Larranaga, Amaia Fratiglioni, Laura Marengoni, Alessandra Rizzuto, Debora Innov Aging Session 3170 (Paper) Several indicators associated with poor outcomes in older persons have been developed, but a direct comparison of their accuracy is lacking. Knowing which indicator performs better in the prediction of specific outcomes could help health care providers to choose the most suitable one. We compared the accuracy in predicting different clinically-relevant outcomes of five indicators: frailty index (FI), frailty phenotype (FP), the Health Assessment Tool (HAT), walking speed (WS), and multimorbidity. Data from the Swedish National Study on Aging and Care in Kungsholmen, an ongoing population-based study including 3363 people 60+, were used. The ability of the five indicators to predict mortality (3- and 5-year), unplanned hospitalizations (1- and 3-year), and 2+ health provider contacts (6 months prior and after assessment) was compared using the area under the ROC curves (AUC). FI, WS, and HAT showed the best accuracy in the prediction of mortality (AUC for 3-year mortality: 0.84, 0.85, 0.87 respectively; AUC for 5-year mortality: 0.84, 0.85, 0.86 respectively; all p < 0.05). Unplanned hospitalizations were better predicted by the FI (AUC: 1-year 0.73; 3-year 0.72) and HAT (AUC: 1-year 0.73; 3-year 0.71).The most accurate predictor of multiple contacts with health providers was multimorbidity (AUC: 0.67; p < 0.05). All indicators, but multimorbidity, showed higher accuracy among older individuals (75+ years). Different indicators can be used to support physicians during their decision-making process. Some of these tools may also be used to forecast future use of health-care resources, including both hospital-based services and outpatient ones . Oxford University Press 2019-11-08 /pmc/articles/PMC6841197/ http://dx.doi.org/10.1093/geroni/igz038.2269 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of The Gerontological Society of America. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Session 3170 (Paper) Zucchelli, Alberto Vetrano, Davide Grande, Giulia Calderon-Larranaga, Amaia Fratiglioni, Laura Marengoni, Alessandra Rizzuto, Debora COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title | COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title_full | COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title_fullStr | COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title_full_unstemmed | COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title_short | COMPARING THE PROGNOSTIC VALUE OF GERIATRIC HEALTH INDICATORS: A POPULATION-BASED STUDY |
title_sort | comparing the prognostic value of geriatric health indicators: a population-based study |
topic | Session 3170 (Paper) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6841197/ http://dx.doi.org/10.1093/geroni/igz038.2269 |
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