ArticleInternational journal of environmental research and public health2023
Latent Classification Analysis of Leisure Activities and Their Impact on ADL, IADL and Cognitive Ability of Older Adults Based on CLHLS (2008-2018).
Article in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed, 24 citations in OpenAlex.
- Hobby engagement, disability transitions, and life expectancy: a multinational longitudinal study.Journal of global health · 2026Article
- How dietary habits and behaviors safeguard daily living activities among the elderly - novel insights from a decade-long longitudinal study.BMC public health · 2026Article
- Goal Setting According to Level of Mobility Independence in Home-Visit Rehabilitation Using Canadian Occupational Performance Measure.Progress in rehabilitation medicine · 2026Article
- Network analysis of the relationships among activities of daily living disability, cognitive impairment, and depression in Chinese older adults.BMC public health · 2025Article
- Physical activities, longevity gene, and all-cause mortality among older adults: a prospective community-based cohort study.BMC medicine · 2025Article
- Social factors associated with everyday functioning in older Black adults.Journal of the International Neuropsychological Society : JINS · 2025Article
- Latent profiles and transitions of social isolation among older adults and their influencing factors: a person-centered approach.Frontiers in public health · 2025Article
- Leisure patterns and happiness among Chinese older adults: the moderating effect of age.Frontiers in psychology · 2025Article
- The mediating role of individual evaluation, anxiety, and depression in the association between leisure activity and cognitive function among Chinese older adults.Scientific reports · 2024Article
- Combined effects of vitamin D deficiency and systemic inflammation on all-cause mortality and cause-specific mortality in older adults.BMC geriatrics · 2024Article
- The health status, social support, and subjective well-being of older individuals: evidence from the Chinese General Social Survey.Frontiers in public health · 2024Article
- Effects of physical activity participation on cognitive impairment in older adults population with disabilities.Frontiers in public health · 2024Article
- Assessing the effect of health status on multidimensional poverty among older adults: the Chinese longitudinal healthy longevity survey.Frontiers in public health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aimed to research the trajectory of leisure activity and the health status of older adults and analyze the effects of leisure activity on the health status of older adults. Based on the longitudinal data of CLHLS (2008-2018), the latent growth curve model (LGCM) was used; we found that the leisure activities (LA), activities of daily living (ADL) ability, instrumental activities of daily living (IADL) ability, and cognitive ability (COG) of older adults show a nonlinear downward trend over time. Furthermore, the panel binary regression analysis is used to find that leisure activities have significant inhibitory effects on ADL disorder, IADL disorder, and cognitive impairment in the older population. In addition, by using latent profile analysis (LPA), the older population is classified into three groups according to the homogeneity of the older adults' choice of leisure activities, namely the types of relaxation, entertainment, and intellectual-learning, respectively. Based on the classification results, the analysis of one-way ANOVA shows that the rates of ADL disorder, IADL disorder, and cognitive impairment of older adults with different types are significantly different. Moreover, the inhibitory effect of leisure activities on the rate of ADL disorder, IADL disorder, and cognitive impairment of older adults is more significant in the middle-aged and high-aged groups. Therefore, older adults should be encouraged to increase leisure activities, especially those who are middle-aged and high-aged.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.