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Latent transition analysis of comprehensive ability among older adults and its influencing factors
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Yuhan NI1, Peili ZHOU2, Xuefang WEN2, Shuqi ZHAO1, Yan ZHANG1
Chinese Nursing Research | 2026, 40(5) : 740 - 748
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Chinese Nursing Research | 2026, 40(5): 740-748
• Original Articles •
Latent transition analysis of comprehensive ability among older adults and its influencing factors
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Yuhan NI1, Peili ZHOU2, Xuefang WEN2, Shuqi ZHAO1, Yan ZHANG1
Affiliations
  • 1School of Educational Science, Anhui Normal University, Anhui 241000 China
  • 2The Second Affiliated Hospital of Wannan Medical College
Published: 2026-03-10 doi: 10.12102/j.issn.1009-6493.2026.05.005
Outline
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Objective

To explore the potential profiles of comprehensive ability among older adults in China,the transition patterns over time, and the influencing factors,so as to provide a reference for establishing person-centered individualized care and developing targeted intervention plans.

Methods

Using data from the China Health and Retirement Longitudinal Study(CHARLS) in 2015 and 2018,latent profile analysis and latent transition analysis were employed to explore the potential categories and transition patterns of comprehensive ability among older adults.Multinomial Logistic regression was used to analyze the influencing factors of transitions in comprehensive ability.

Results

The comprehensive ability of older adults could be categorized into five latent classes in 2015 and 2018:the relatively healthy group,the emotional disability group, the mild disability group,the moderate disability group,and the severe disability group.The comprehensive ability of older adults with disabilities showed instability over time,presenting both risks of decline and a degree of reversibility.Logistic regression analysis showed that gender,type of permanent residence,marital status,frequency of visits from children,government or social subsidies,and sleep duration were influencing factors for transitions in comprehensive ability among older adults(P<0.05).

Conclusions

The comprehensive ability of older adults in China demonstrates population heterogeneity at different time points and exhibits instability over time,with potential for both decline and reversibility.It is essential to establish a person-centered general practice management model with a focus on mobility and activities of daily living,to enhance the assessment and long-term monitoring of comprehensive ability in older adults,and to implement personalized interventions tailored to the characteristics of different older adult groups.

older adults  /  comprehensive ability  /  latent profile analysis  /  latent transition analysis  /  influencing factors  /  longitudinal study
倪雨菡, 周佩莉, 文学芳, 赵舒琪, 张延. 老年人综合能力潜在转变分析及其影响因素. 护理研究, 2026 , 40 (5) : 740 -748 . DOI: 10.12102/j.issn.1009-6493.2026.05.005
Yuhan NI, Peili ZHOU, Xuefang WEN, Shuqi ZHAO, Yan ZHANG. Latent transition analysis of comprehensive ability among older adults and its influencing factors[J]. Chinese Nursing Research, 2026 , 40 (5) : 740 -748 . DOI: 10.12102/j.issn.1009-6493.2026.05.005
Year 2026 volume 40 Issue 5
45
19
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.05.005
  • Receive Date:2025-02-08
  • Online Date:2026-10-28
  • Published:2026-03-10
Article Data
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History
  • Received:2025-02-08
  • Revised:2025-11-27
Affiliations
    1School of Educational Science, Anhui Normal University, Anhui 241000 China
    2The Second Affiliated Hospital of Wannan Medical College

Corresponding:

NI Yuhan, E-mail:
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表12种不同金属材料的力学参数
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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