Using Discriminant Analysis to Predict Frailty in Community-Dwelling Older Adults in Taiwan

Eating function was identified as the strongest factor of influence on the correct prediction of frailty status. Nurses may use the five questionnaire-based domains in initial assessments to classify frailty in community-dwelling older adults with a 1-year accuracy of at least 70%. Those identified as at-risk should be referred to physicians, nutritionists, rehabilitation specialists, and/or long-term care services to optimally delay or prevent the onset of frailty in this population.

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Publication Details

Journal
Journal of Nursing Research
Published
2025-12-24
DOI
https://doi.org/10.1097/jnr.0000000000000716
Primary Topic
Frailty in Older Adults
Type
article
Field-Weighted Citation Impact
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article

Using Discriminant Analysis to Predict Frailty in Community-Dwelling Older Adults in Taiwan

C.Y. Liu, Hung-Ru Lin, Meei-Horng YANG, Tzu-Ying LEE et al.
Journal of Nursing Research
Frailty in Older Adults
article

Using Discriminant Analysis to Predict Frailty in Community-Dwelling Older Adults in Taiwan

C.Y. Liu, Hung-Ru Lin, Meei-Horng YANG, Tzu-Ying LEE, Liang-Kung CHEN
article en

Abstract

Eating function was identified as the strongest factor of influence on the correct prediction of frailty status. Nurses may use the five questionnaire-based domains in initial assessments to classify frailty in community-dwelling older adults with a 1-year accuracy of at least 70%. Those identified as at-risk should be referred to physicians, nutritionists, rehabilitation specialists, and/or long-term care services to optimally delay or prevent the onset of frailty in this population.

Journal of Nursing ResearchVol. 34(1)
National Yang Ming Chiao Tung University (TW), National Taipei University of Nursing and Health Science (TW), Yuanpei University (TW), Taipei Medical University Hospital (TW), Taipei Veterans General Hospital (TW), Landseed Hospital (TW), Wan Fang Hospital (TW), Taylor's University (MY), Taipei Medical University (TW), National Defense Medical Center (TW)
Reduced inequalities
Openalex Percentile: Top 35%
Frailty in Older Adults
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Using Discriminant Analysis to Predict Frailty in Community-Dwelling Older Adults in Taiwan — C.Y. Liu, Hung-Ru Lin, et al. · Journal of Nursing Research (2025) | TGRS Research Map | TGRS