Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis

Abstract Background Preventing health problems that limit access to age-appropriate opportunities and relationships (health limitations) is critical to promoting human flourishing. Understanding childhood correlates of health limitations provides a vantage point for prevention efforts. Thus, the pur...

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Main Authors: Jason Paltzer, Elizabeth Kwon, Chukwuemeka N. Okafor, R. Noah Padgett, Erik W. Carter, Jessica Benfer, Tyler J. VanderWeele, Byron R. Johnson
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Global and Public Health
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Online Access:https://doi.org/10.1186/s44263-025-00188-0
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author Jason Paltzer
Elizabeth Kwon
Chukwuemeka N. Okafor
R. Noah Padgett
Erik W. Carter
Jessica Benfer
Tyler J. VanderWeele
Byron R. Johnson
author_facet Jason Paltzer
Elizabeth Kwon
Chukwuemeka N. Okafor
R. Noah Padgett
Erik W. Carter
Jessica Benfer
Tyler J. VanderWeele
Byron R. Johnson
author_sort Jason Paltzer
collection DOAJ
description Abstract Background Preventing health problems that limit access to age-appropriate opportunities and relationships (health limitations) is critical to promoting human flourishing. Understanding childhood correlates of health limitations provides a vantage point for prevention efforts. Thus, the purpose of this study was to examine the childhood predictors of health limitations across diverse countries. An individual’s self-reported health limitations in adulthood are likely to vary by country, reflecting the influence of diverse sociocultural, economic, religious, and health contexts that characterize each nation. Methods We used data from the Global Flourishing Study, an ongoing 5-year longitudinal study of human flourishing among 202,898 individuals across 22 countries within nationally representative sampling. A Poisson regression model was fit within each country by regressing health problems in adulthood on a set of childhood predictors. We conducted random effects meta-analyses of the regression coefficients to estimate proportions of effects across countries. Our exploratory analysis highlights key early-life experiences, personal attributes, and familial or social circumstances that are associated with self-reported health limitations in adulthood. Results Early predictors of self-reported health limitations in adulthood vary by country, reflecting the influence of diverse sociocultural, economic, religious, and health contexts that characterize each nation. Across all countries, childhood abuse, growing up feeling like an outsider in one’s family, and self-rated health growing up were associated with a greater risk of having a health limitation as an adult. Conclusions We found common factors among countries and some variations in childhood predictors across the 22 countries. This cross-national study illuminates the role of broader societal factors in shaping the relationship between childhood experiences and health limitations as adults.
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spelling doaj-art-3cccee8e515f49c48e8f112d1593f9162025-08-20T03:06:36ZengBMCBMC Global and Public Health2731-913X2025-08-013111210.1186/s44263-025-00188-0Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysisJason Paltzer0Elizabeth Kwon1Chukwuemeka N. Okafor2R. Noah Padgett3Erik W. Carter4Jessica Benfer5Tyler J. VanderWeele6Byron R. Johnson7The Meros Center, Wisconsin Lutheran CollegeDepartment of Public Health, Baylor UniversityDepartment of Medicine, Division of Infectious Diseases, Long School of Medicine, University of Texas Health Science Center San AntonioDepartment of Epidemiology, Harvard T.H. Chan School of Public HealthBaylor Center for Developmental Disabilities, Baylor UniversityThe Meros Center, Wisconsin Lutheran CollegeDepartments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public HealthInstitute for Studies of Religion, Baylor UniversityAbstract Background Preventing health problems that limit access to age-appropriate opportunities and relationships (health limitations) is critical to promoting human flourishing. Understanding childhood correlates of health limitations provides a vantage point for prevention efforts. Thus, the purpose of this study was to examine the childhood predictors of health limitations across diverse countries. An individual’s self-reported health limitations in adulthood are likely to vary by country, reflecting the influence of diverse sociocultural, economic, religious, and health contexts that characterize each nation. Methods We used data from the Global Flourishing Study, an ongoing 5-year longitudinal study of human flourishing among 202,898 individuals across 22 countries within nationally representative sampling. A Poisson regression model was fit within each country by regressing health problems in adulthood on a set of childhood predictors. We conducted random effects meta-analyses of the regression coefficients to estimate proportions of effects across countries. Our exploratory analysis highlights key early-life experiences, personal attributes, and familial or social circumstances that are associated with self-reported health limitations in adulthood. Results Early predictors of self-reported health limitations in adulthood vary by country, reflecting the influence of diverse sociocultural, economic, religious, and health contexts that characterize each nation. Across all countries, childhood abuse, growing up feeling like an outsider in one’s family, and self-rated health growing up were associated with a greater risk of having a health limitation as an adult. Conclusions We found common factors among countries and some variations in childhood predictors across the 22 countries. This cross-national study illuminates the role of broader societal factors in shaping the relationship between childhood experiences and health limitations as adults.https://doi.org/10.1186/s44263-025-00188-0Health limitationsPhysical healthGlobal Flourishing StudyGlobal healthEpidemiologyPsychological well-being
spellingShingle Jason Paltzer
Elizabeth Kwon
Chukwuemeka N. Okafor
R. Noah Padgett
Erik W. Carter
Jessica Benfer
Tyler J. VanderWeele
Byron R. Johnson
Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
BMC Global and Public Health
Health limitations
Physical health
Global Flourishing Study
Global health
Epidemiology
Psychological well-being
title Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
title_full Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
title_fullStr Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
title_full_unstemmed Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
title_short Childhood predictors of health limitations in life across 22 countries: a cross-national and cross-sectional analysis
title_sort childhood predictors of health limitations in life across 22 countries a cross national and cross sectional analysis
topic Health limitations
Physical health
Global Flourishing Study
Global health
Epidemiology
Psychological well-being
url https://doi.org/10.1186/s44263-025-00188-0
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