Is the education-health gradient inflated because both education and health are associated with unobserved socio-emotional skills? We find that the gradient in health behaviors and outcomes is reduced by about 15 to 50% from accounting for fine-grained personality facets and up to another 50% from Locus of Control. Traditional aggregated Big-Five scales, however, have a much smaller contribution to the gradient. We use sibling-fixed effects to net out the contribution from genes and shared childhood environment, decomposing the gradient into its components with an order-invariant method. We rely on a large survey (N = 28,261) linked to high-quality Danish administrative registers with information on parental background and objectively measured diagnoses and care use. Accounting for Locus of Control yields the strongest gradient reduction in self-rated health status and objective diagnoses (30%-50%), and in health behaviors the most important factor is Extraversion, a skill that has been shown to be malleable in interventions.
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http://dx.doi.org/10.1016/j.jhealeco.2024.102911 | DOI Listing |
Cureus
November 2024
Operations, Rock Medicine, Orange, USA.
Introduction We aimed to describe the relationship of educational attainment with the prevalence of six health outcomes (ever and current smoking, diabetes, hypertension, coronary artery disease, and chronic obstructive pulmonary disease) in an older adult population, including whether education-health relationships differed by health outcome, by racial and ethnic (racial/ethnic) group, and by racial/ethnic group within the same level of education. Methods This cross-sectional study used 2015-2016 electronic health record data for 149,417 non-Hispanic White (White), 15,398 African-American or other Black (Black), 15,319 Hispanic or Latino (Latino), 10,133 Filipino, and 8810 Chinese Northern California health plan members aged 65-79 years whose preferred language was English. For each racial/ethnic group, sex-specific age-standardized prevalence of the six health outcomes was estimated for four levels of education (non-high school graduate, high school graduate, some college, college graduate).
View Article and Find Full Text PDFJ Health Econ
September 2024
IZA, Germany; University of Copenhagen, Department of Economics, Denmark; Center for Economic Behavior and Inequality (CEBI), Denmark.
Is the education-health gradient inflated because both education and health are associated with unobserved socio-emotional skills? We find that the gradient in health behaviors and outcomes is reduced by about 15 to 50% from accounting for fine-grained personality facets and up to another 50% from Locus of Control. Traditional aggregated Big-Five scales, however, have a much smaller contribution to the gradient. We use sibling-fixed effects to net out the contribution from genes and shared childhood environment, decomposing the gradient into its components with an order-invariant method.
View Article and Find Full Text PDFJ Gerontol B Psychol Sci Soc Sci
January 2024
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Objectives: The educational gradient in late-life health is well established. Despite this, there are still ambiguities concerning the role of underlying confounding by genetic influences and gene-environment (GE) interplay. Here, we investigate the role of educational factors (attained and genetic propensities) on health and mortality in late life using genetic propensity for educational attainment (as measured by a genome-wide polygenic score, PGSEdu) and attained education.
View Article and Find Full Text PDFBMC Public Health
October 2023
NORCE- Norwegian Research Centre, Bergen, Norway.
Background: Indicators of socioeconomic position (SEP) and health behaviours (HB) are widely used predictors of health variations. Their relative importance is hard to establish, because HB takes a mediating role in the link between SEP and health. We aim to provide new knowledge on how SEP and HB are related to health and wellbeing.
View Article and Find Full Text PDFJ Gerontol B Psychol Sci Soc Sci
April 2023
Department of Sociology, University of Western Ontario, London, Ontario, Canada.
Objectives: This study computes years and proportion of life that older adults living in the United States can expect to live pain-free and in different pain states, by age, sex, and level of education. The analysis addresses challenges related to dynamics and mortality selection when studying associations between education and pain in older populations.
Methods: Data are from National Health and Aging Trends Study, 2011-2020.
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