ArticleThe journal of nutrition, health & aging2021
The Evolutionary Stage of Cognitive Frailty and Its Changing Characteristics in Old Adults.
Article in The journal of nutrition, health & aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 4 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 4 syntheses or guidelines pooled it, 36 citations in OpenAlex.
- Global Prevalence of Cognitive Frailty in Community-Dwelling Older Adults: A Systematic Review and Meta-Analysis.Asia-Pacific psychiatry : official journal of the Pacific Rim College of Psychiatrists · 2026Pooled it
- Models for identifying cognitive frailty in hospitalized older adults with chronic heart failure in China: a systematic review.Frontiers in public health · 2026Pooled it
- Functional fitness benchmark values for older adults: a systematic review.Frontiers in public health · 2024Pooled it
- Prevalence of cognitive frailty among older adults in China: a systematic review and meta-analysis.BMJ open · 2023Pooled it
- Association of a novel nutritional index, the triglyceride-cholesterol-body weight index (TCBI), with incident mild cognitive impairment: CHARLS 2011-2018.Frontiers in nutrition · 2026Article
- Progress in research on cognitive frailty in the older adults: a narrative review.Frontiers in medicine · 2026Review
- A nomogram model for identifying cognitive frailty in elderly patients with chronic diseases: a multicenter cross-sectional study.Frontiers in public health · 2026Observational
- Transitions across the cognitive frailty spectrum and its association with anxiety in individuals aged 55 years and over: a 7 years longitudinal study.Scientific reports · 2025Article
- Culturally Adapted, Clinician-Led, Bilingual Group Exercise Program for Older Migrant Adults: Single-Arm Pre-Post-Intervention.International journal of environmental research and public health · 2025Article
- Risk prediction model of physical frailty for a rural older population: a cross-sectional study in Hunan Province, China.Frontiers in public health · 2025Article
- Synergistic effects of cognitive frailty and comorbidities on disability: a community-based longitudinal study.BMC geriatrics · 2024Article
- Development and validation of a cognitive dysfunction risk prediction model for the abdominal obesity population.Frontiers in endocrinology · 2024Article
- Body composition, cardiovascular fitness and attention of school-aged male children practicing sports club activities: A cross-sectional.Journal of education and health promotion · 2024Article
- Functional fitness and fall risk in older adults practitioners or non-practitioners of Tai Chi.European journal of translational myology · 2023Article
- Sex differences in cognitive function among Chinese older adults using data from the Chinese longitudinal healthy longevity survey: a cross-sectional study.Frontiers in public health · 2023Article
- Perceptions of the benefits of the basic medical insurance system among the insured: a mixed methods research of a northern city in China.Frontiers in public health · 2023Article
- Comparison of the prevalence and associated factors of cognitive frailty between elderly and middle-young patients receiving maintenance hemodialysis.International urology and nephrology · 2022Article
- The effects of interventions to enhance cognitive and physical functions in older people with cognitive frailty: a systematic review and meta-analysis.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2022Review
- The transitions and predictors of cognitive frailty with multi-state Markov model: a cohort study.BMC geriatrics · 2022Article
- Specific lysophosphatidylcholine and acylcarnitine related to sarcopenia and its components in older men.BMC geriatrics · 2022Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis study aimed to explore the evolutionary stage of the elderly from the normal to the cognitive frailty, and to identify the important factors which influenced the changes of the cognitive frailty stage from the «physiological-psychological-social» perspective.
designA cross-sectional study. SETTING AND
participantsA random cluster sampling was used to recruit 4,010 old adults living in community from Shanxi province in China. MEASUREMENTS: Data were collected by face-to-face questionnaire survey. Multinomial logistic regression was used to screen the factors contributing to the 6 population groups with various cognitive functions and frailty status. Principal component analysis was used to redefine the evolutionary stages of cognitive frailty, while the orthogonal partial least squares discrimination analysis and binary logistic regression were used to identify the important factors and distinguish different stages and influence directions.
resultsThe factors contributing to the population with various cognitive functions and frailty status were involved in all aspects of «physical-psychological-social». Apart from normal group, other 5 groups were clustered into «stage of frailty change» and « stage of cognitive frailty change». Aging, early onset of chronic diseases, high pain intensity, and poor nutritional status might deteriorate the individual's evolution from "normal stage" to "stage of frailty change", while the increasing social activity might promote the individual's health. Simultaneously, early onset of chronic diseases, high pain intensity and poor nutritional status also played important roles in the evolution of individual from "stage of frailty change" to "stage of cognitive frailty change".
conclusionThe formation of cognitive frailty might experience the «normal-frailty-cognitive frailty» stages change, and both the prevention and intervention of frailty might delay the occurrence of cognitive frailty. Therefore, the strategies for both prevention and intervention among old adults should be throughout centered on the parts of preventing the premature onset of chronic diseases, carrying out stage-tailored nutrition intervention, and establishing standardized pain management, especially the part of increasing the social activities among older adults.
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