ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2016
Trajectories of Unhealthy Behaviors in Midlife and Risk of Disability at Older Ages in the Whitehall II Cohort Study.
Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Distinct trajectories of physical activity and related factors during the life course in the general population: a systematic review.BMC public health · 2019Pooled it
- Cognition, Depression, Pain, and Exercise Motives as Predictors of Longitudinal Profiles of Physical Activity During a Seven-Year Follow-Up Among Older Adults.Scandinavian journal of medicine & science in sports · 2024Trial
- Trajectories of physical activity patterns across the life course in Mexican adults: findings from the Mexico city prospective study.BMC public health · 2025Article
- Midlife financial stress and cognitive and physical impairments in older age: The role of potentially modifying factors.Social science & medicine (1982) · 2025Article
- Clustering on longitudinal lifestyle trajectories and their impact on cognitive performance.Frontiers in psychology · 2025Article
- [Cluster predictors of trajectories of leisure-time physical activity intensity in men and women from ELSA-Brasil].Cadernos de saude publica · 2025Article
- Falls and patterns of physical activity participation over 18 years in the Australian Longitudinal Study on Women's Health.British journal of sports medicine · 2024Article
- Middle-Aged and Young People's Perspectives on Healthy Aging Through Exercise: Environmental, Psychosocial, and Individual Factors With the Photovoice Method.Journal of aging research · 2024Article
- Is metabolic-healthy obesity associated with risk of dementia? An age-stratified analysis of the Whitehall II cohort study.BMC medicine · 2023Article
- Clustering and trajectories of key noncommunicable disease risk factors in Norway: the NCDNOR project.Scientific reports · 2023Article
- The Association of Sociodemographic Variables and Unhealthy Behaviors With Limitations in Activities of Daily Living Among Thai Older Adults: Cross-sectional Study and Projected Trends Over the Next 20 Years.Asian/Pacific Island nursing journal · 2023Article
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- Obesity in early adulthood and physical functioning in mid-life: Investigating the mediating role of c-reactive protein.Brain, behavior, and immunity · 2022Article
- Article
- Joint trajectories of life style indicators and their links to psychopathological outcomes in the adolescence.BMC psychiatry · 2021Article
- Relationship between physical activity and functional capacity change in aged cohort in São Paulo, Brazil.Revista brasileira de enfermagem · 2021Article
- Article
- Physical activity trajectories, mortality, hospitalization, and disability in the Toledo Study of Healthy Aging.Journal of cachexia, sarcopenia and muscle · 2020Article
- Healthy behaviors at age 50 years and frailty at older ages in a 20-year follow-up of the UK Whitehall II cohort: A longitudinal study.PLoS medicine · 2020Article
- Adult obesity and mid-life physical functioning in two British birth cohorts: investigating the mediating role of physical inactivity.International journal of epidemiology · 2020Article
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Authors and funding
6 authors.
Funding
Abstract
backgroundMost of the evidence on the association between unhealthy behaviors and disability comes from studies in the elderly, where reverse causation and selection bias may distort associations; thus, studies based on midlife trajectories of health behaviors are needed. We examined the association of trajectories of four health behaviors (physical activity, fruit and vegetable consumption, smoking, alcohol), starting in midlife and over 20 years, with subsequent disability risk in early old age (range = 54-84 years) in the Whitehall II cohort study.
methodsDisability was assessed three times over 3 years. A hierarchical disability indicator was constructed; participants were considered disabled if they reported difficulties with mobility and instrumental activities of daily living or with mobility and instrumental and basic activities of daily living. Behavior trajectories were defined using group-based trajectory models. Multivariable generalized estimating equations logistic models were used to examine their independent associations with disability.
resultsOf 6,825 participants, 19.2% reported being disabled at least once. In mutually adjusted models, participants with persistent inactivity or declining physical activity, recent ex- or current smokers, and persistent/recent abstainers or persistent heavy drinkers had a higher disability risk, whereas fruit and vegetable consumption was not associated with disability. Disability risk increased progressively with the number of unhealthy behavior trajectories: the odds ratio of disability for 2-3 unhealthy trajectories was 2.69 (95% confidence interval = 2.26-3.19); these associations remained after adjustment for a wide range of covariates.
conclusionsUnhealthy behavior trajectories in midlife are associated with greater disability risk later in life.
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