ArticlePreventive medicine2020
Contributions of obesity and cigarette smoking to incident disability: A longitudinal analysis.
Article in Preventive medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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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.
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Who cites it
9 citing papers in PubMed, 20 citations in OpenAlex.
- Socioeconomic mobility and the prevalence and incidence of difficulties in daily living in US Hispanic/Latino adults.Annals of epidemiology · 2026Article
- Association between body mass index and disability among older population in China: analysis of 2011-2020 data from the China Health and Retirement Longitudinal Study.Journal of global health · 2025Article
- Construction of disability risk prediction model for the elderly based on machine learning.Scientific reports · 2025Article
- Trends in disability and limitations among US adults aged 18-44 years, 2000-2018.American journal of epidemiology · 2025Article
- Article
- Longitudinal Description and Prediction of Smoking Among Borderline Patients: An 18-Year Follow-Up Study.The Journal of clinical psychiatry · 2023Article
- The prevalence of disability and associated factors among community adults in the baseline of CHCN-BTH Cohort Study.BMC public health · 2023Article
- Disability risk prediction model based on machine learning among Chinese healthy older adults: results from the China Health and Retirement Longitudinal Study.Frontiers in public health · 2023Article
- Bidirectional association between functional disability and multimorbidity among middle-aged and older adults in Thailand.Frontiers in public health · 2022Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Downward trends in U.S. disability levels are stagnating. Assessing the key contributors to U.S. disability incidence is critical to improving the functional status of the U.S. population. Using longitudinal, nationally representative data from waves 2003-2015 of the Panel Study of Income Dynamics (PSID), we estimated age-specific U.S. disability incidence and quantified the individual and joint contributions of obesity (contemporaneous and earlier-life; BMI ≥ 30) and cigarette smoking to disability incidence. Participants were adults ages 33-96 who participated in PSID in 1986 and at least two consecutive waves 2003-2015 (N = 3247). We conducted age-stratified logistic regressions to predict incident disability at middle and older ages (33-69 years, 70-96 years). Next, counterfactual scenarios were used to estimate the contributions of each risk factor to incident disability. Disability incidence was greater in women than men (5.8 and 4.5 cases per 100 person-years, respectively) and increased with age. Obesity and cigarette smoking jointly explained 17-38% of disability incidence; each factor contributed roughly equal amounts in all groups but older men, for whom smoking history appeared more important. Obesity and smoking appeared to explain more of disability at younger ages (women: 33.1%, 95% CI: 25.1 to 41.0%; men: 37.6%, 95% CI: 28.8 to 46.5%) than at older ages (women: 16.5%, 95% CI: 8.2 to 24.9%; men: 24.5.%, 95% CI: 12.7 to 36.3%). This study provides a benchmark for monitoring trends in U.S. disability incidence. Obesity and smoking are key contributors to disability, accounting for 17-38% of incident disability in U.S. adults.
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