Surrogate screening models for the low physical activity criterion of frailty

Sandrah P. Eckel, Karen J Bandeen Roche, Paulo H M Chaves, Linda P Fried, Thomas Louis

Research output: Contribution to journalArticle

Abstract

Background and aims: Low physical activity, one of five criteria in a validated clinical phenotype of frailty, is assessed by a standardized, semi-quantitative questionnaire on up to 20 leisure time activities. Because of the time demanded to collect the interview data, it has been challenging to translate to studies other than the Cardiovascular Health Study (CHS), for which it was developed. Considering subsets of activities, we identified and evaluated streamlined surrogate assessment methods and compared them to one implemented in the Women's Health and Aging Study (WHAS). Methods: Using data on men and women ages 65 and older from the CHS, we applied logistic regression models to rank activities by "relative influence" in predicting low physical activity. We considered subsets of the most influential activities as inputs to potential surrogate models (logistic regressions). We evaluated predictive accuracy and predictive validity using the area under receiver operating characteristic curves and assessed criterion validity using proportional hazards models relating frailty status (defined using the surrogate) to mortality. Results: Walking for exercise and moderately strenuous household chores were highly influential for both genders. Women required fewer activities than men for accurate classification. The WHAS model (8 CHS activities) was an effective surrogate, but a surrogate using 6 activities (walking, chores, gardening, general exercise, mowing and golfing) was also highly predictive. Conclusions: We recommend a 6 activity questionnaire to assess physical activity for men and women. If efficiency is essential and the study involves only women, fewer activities can be included.

Original languageEnglish (US)
Pages (from-to)209-216
Number of pages8
JournalAging clinical and experimental research
Volume23
Issue number3
StatePublished - Jun 2011

Fingerprint

Exercise
Logistic Models
Women's Health
Walking
Health
Cardiovascular Models
Gardening
Leisure Activities
Proportional Hazards Models
ROC Curve
Interviews
Phenotype
Mortality
Surveys and Questionnaires

Keywords

  • Frail older adults
  • Logistic regression
  • Physical activity
  • Screening

ASJC Scopus subject areas

  • Aging
  • Geriatrics and Gerontology

Cite this

Surrogate screening models for the low physical activity criterion of frailty. / Eckel, Sandrah P.; Bandeen Roche, Karen J; Chaves, Paulo H M; Fried, Linda P; Louis, Thomas.

In: Aging clinical and experimental research, Vol. 23, No. 3, 06.2011, p. 209-216.

Research output: Contribution to journalArticle

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