Cutoff value and optimal age discrimination thresholds of impaired intrinsic capacity in Chinese older adults: Based on the CHARLS database

OBJECTIVE: To analyze the cutoff value and optimal age discrimination thresholds of impaired intrinsic capacity (IC) in Chinese older adults. METHODS: This study was based on the CHARLS 2015 wave cross-sectional data and included 6205 Chinese participants aged 60 years and above. The total IC score assessment system was constructed by synthesizing the performance in five major domains: psychological, sensory, cognitive, locomotion and vitality (0-10, higher scores indicating better capacity). A locally-weighted regression (LOESS) smoothing curve was used to fit the trend of IC changes in the sample population. With the help of receiver operating characteristic curve (ROC) analysis, the cutoff value of IC impairment and the optimal age discrimination thresholds were identified, and the predictive efficacy was comprehensively evaluated with the area under the curve (AUC), sensitivity, specificity, and Youden index. Meanwhile, to control for confounding factors, binary logistic regression was performed with adjustment for covariates, and model discrimination was assessed using the C-index to verify the predictive performance of the optimal age discrimination threshold for IC impairment. Split-sample validation was performed to avoid circularity. RESULTS: The cutoff value of impaired IC of the older adults in China was 7 points, and the prevalence of impaired IC was 41.35%. According to the results of ROC curve analysis, the AUC of age predicting impaired IC in the older adults was 0.654 (95% CI: 0.640-0.668), and the optimal age discrimination threshold of impaired IC in the older adults was 70.5 years old, and that for impaired IC in males was 70.5 years old, and that for impaired IC in females was 67.5 years old. The results of the logistic regression model showed that after controlling for the effects of confounders, the optimal age discrimination threshold had a predictive value for changes in IC impairment, with the risk of IC impairment in older adults>70.5 years being 3.093 times higher than that in older adults≤70.5 years (95% CI: 2.713-3.525), with the Hosmer-Lemeshow test of 0.551 and a C-index of 0.616 (95% CI: 0.602 to 0.631). Split-sample validation confirmed the optimal age discrimination threshold (OR = 2.82, Hosmer-Lemeshow test = 0.643, C-index = 0.788). CONCLUSIONS: Age demonstrates high predictive value for impaired IC in older adults, with an overall threshold at 70.5 years (70.5 years for men, 67.5 years for women). The impairment in IC exhibits distinct age thresholds that can guide targeted intervention strategies.

Authors

Institutions

Publication Details

Journal
Experimental Gerontology
Published
2026-04-26
DOI
https://doi.org/10.1016/j.exger.2026.113151
Primary Topic
Frailty in Older Adults
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cutoff value and optimal age discrimination thresholds of impaired intrinsic capacity in Chinese older adults: Based on the CHARLS database

Ding Xiangyu, Zhenxue Mao, XU Xiaoxia, Jia Pan et al.
Experimental Gerontology
Frailty in Older Adults
article

Cutoff value and optimal age discrimination thresholds of impaired intrinsic capacity in Chinese older adults: Based on the CHARLS database

Ding Xiangyu, Zhenxue Mao, XU Xiaoxia, Jia Pan, Quan Yuan, Lingli Xia, Mei Wang, Xiao Yue, Mengran Chen, Ya Li, Sansan Jia
article en

Abstract

OBJECTIVE: To analyze the cutoff value and optimal age discrimination thresholds of impaired intrinsic capacity (IC) in Chinese older adults. METHODS: This study was based on the CHARLS 2015 wave cross-sectional data and included 6205 Chinese participants aged 60 years and above. The total IC score assessment system was constructed by synthesizing the performance in five major domains: psychological, sensory, cognitive, locomotion and vitality (0-10, higher scores indicating better capacity). A locally-weighted regression (LOESS) smoothing curve was used to fit the trend of IC changes in the sample population. With the help of receiver operating characteristic curve (ROC) analysis, the cutoff value of IC impairment and the optimal age discrimination thresholds were identified, and the predictive efficacy was comprehensively evaluated with the area under the curve (AUC), sensitivity, specificity, and Youden index. Meanwhile, to control for confounding factors, binary logistic regression was performed with adjustment for covariates, and model discrimination was assessed using the C-index to verify the predictive performance of the optimal age discrimination threshold for IC impairment. Split-sample validation was performed to avoid circularity. RESULTS: The cutoff value of impaired IC of the older adults in China was 7 points, and the prevalence of impaired IC was 41.35%. According to the results of ROC curve analysis, the AUC of age predicting impaired IC in the older adults was 0.654 (95% CI: 0.640-0.668), and the optimal age discrimination threshold of impaired IC in the older adults was 70.5 years old, and that for impaired IC in males was 70.5 years old, and that for impaired IC in females was 67.5 years old. The results of the logistic regression model showed that after controlling for the effects of confounders, the optimal age discrimination threshold had a predictive value for changes in IC impairment, with the risk of IC impairment in older adults>70.5 years being 3.093 times higher than that in older adults≤70.5 years (95% CI: 2.713-3.525), with the Hosmer-Lemeshow test of 0.551 and a C-index of 0.616 (95% CI: 0.602 to 0.631). Split-sample validation confirmed the optimal age discrimination threshold (OR = 2.82, Hosmer-Lemeshow test = 0.643, C-index = 0.788). CONCLUSIONS: Age demonstrates high predictive value for impaired IC in older adults, with an overall threshold at 70.5 years (70.5 years for men, 67.5 years for women). The impairment in IC exhibits distinct age thresholds that can guide targeted intervention strategies.

Experimental GerontologyVol. 219
Zhengzhou University (CN), Henan Cancer Hospital (CN), Tongji Hospital (CN), Huazhong University of Science and Technology (CN)
Reduced inequalities
Openalex Percentile: Top 9%
Frailty in Older Adults
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.