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A standard procedure for creating a frailty index
BACKGROUND: Frailty can be measured in relation to the accumulation of deficits using a frailty index. A frailty index can be developed from most ageing databases. Our objective is to systematically describe a standard procedure for constructing a frailty index. METHODS: This is a secondary analysis...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2008
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2573877/ https://www.ncbi.nlm.nih.gov/pubmed/18826625 http://dx.doi.org/10.1186/1471-2318-8-24 |
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author | Searle, Samuel D Mitnitski, Arnold Gahbauer, Evelyne A Gill, Thomas M Rockwood, Kenneth |
author_facet | Searle, Samuel D Mitnitski, Arnold Gahbauer, Evelyne A Gill, Thomas M Rockwood, Kenneth |
author_sort | Searle, Samuel D |
collection | PubMed |
description | BACKGROUND: Frailty can be measured in relation to the accumulation of deficits using a frailty index. A frailty index can be developed from most ageing databases. Our objective is to systematically describe a standard procedure for constructing a frailty index. METHODS: This is a secondary analysis of the Yale Precipitating Events Project cohort study, based in New Haven CT. Non-disabled people aged 70 years or older (n = 754) were enrolled and re-contacted every 18 months. The database includes variables on function, cognition, co-morbidity, health attitudes and practices and physical performance measures. Data came from the baseline cohort and those available at the first 18-month follow-up assessment. RESULTS: Procedures for selecting health variables as candidate deficits were applied to yield 40 deficits. Recoding procedures were applied for categorical, ordinal and interval variables such that they could be mapped to the interval 0–1, where 0 = absence of a deficit, and 1= full expression of the deficit. These individual deficit scores were combined in an index, where 0= no deficit present, and 1= all 40 deficits present. The values of the index were well fit by a gamma distribution. Between the baseline and follow-up cohorts, the age-related slope of deficit accumulation increased from 0.020 (95% confidence interval, 0.014–0.026) to 0.026 (0.020–0.032). The 99% limit to deficit accumulation was 0.6 in the baseline cohort and 0.7 in the follow-up cohort. Multivariate Cox analysis showed the frailty index, age and sex to be significant predictors of mortality. CONCLUSION: A systematic process for creating a frailty index, which relates deficit accumulation to the individual risk of death, showed reproducible properties in the Yale Precipitating Events Project cohort study. This method of quantifying frailty can aid our understanding of frailty-related health characteristics in older adults. |
format | Text |
id | pubmed-2573877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-25738772008-10-28 A standard procedure for creating a frailty index Searle, Samuel D Mitnitski, Arnold Gahbauer, Evelyne A Gill, Thomas M Rockwood, Kenneth BMC Geriatr Research Article BACKGROUND: Frailty can be measured in relation to the accumulation of deficits using a frailty index. A frailty index can be developed from most ageing databases. Our objective is to systematically describe a standard procedure for constructing a frailty index. METHODS: This is a secondary analysis of the Yale Precipitating Events Project cohort study, based in New Haven CT. Non-disabled people aged 70 years or older (n = 754) were enrolled and re-contacted every 18 months. The database includes variables on function, cognition, co-morbidity, health attitudes and practices and physical performance measures. Data came from the baseline cohort and those available at the first 18-month follow-up assessment. RESULTS: Procedures for selecting health variables as candidate deficits were applied to yield 40 deficits. Recoding procedures were applied for categorical, ordinal and interval variables such that they could be mapped to the interval 0–1, where 0 = absence of a deficit, and 1= full expression of the deficit. These individual deficit scores were combined in an index, where 0= no deficit present, and 1= all 40 deficits present. The values of the index were well fit by a gamma distribution. Between the baseline and follow-up cohorts, the age-related slope of deficit accumulation increased from 0.020 (95% confidence interval, 0.014–0.026) to 0.026 (0.020–0.032). The 99% limit to deficit accumulation was 0.6 in the baseline cohort and 0.7 in the follow-up cohort. Multivariate Cox analysis showed the frailty index, age and sex to be significant predictors of mortality. CONCLUSION: A systematic process for creating a frailty index, which relates deficit accumulation to the individual risk of death, showed reproducible properties in the Yale Precipitating Events Project cohort study. This method of quantifying frailty can aid our understanding of frailty-related health characteristics in older adults. BioMed Central 2008-09-30 /pmc/articles/PMC2573877/ /pubmed/18826625 http://dx.doi.org/10.1186/1471-2318-8-24 Text en Copyright © 2008 Searle et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Searle, Samuel D Mitnitski, Arnold Gahbauer, Evelyne A Gill, Thomas M Rockwood, Kenneth A standard procedure for creating a frailty index |
title | A standard procedure for creating a frailty index |
title_full | A standard procedure for creating a frailty index |
title_fullStr | A standard procedure for creating a frailty index |
title_full_unstemmed | A standard procedure for creating a frailty index |
title_short | A standard procedure for creating a frailty index |
title_sort | standard procedure for creating a frailty index |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2573877/ https://www.ncbi.nlm.nih.gov/pubmed/18826625 http://dx.doi.org/10.1186/1471-2318-8-24 |
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