Does education confer a culture of healthy behavior? Smoking and drinking patterns in Danish twins.

More education is associated with healthier smoking and drinking behaviors. Most analyses of effects of education focus on mean levels. Few studies have compared variance in health-related behaviors at different levels of education or analyzed how education impacts underlying genetic and environmental sources of health-related behaviors. This study explored these influences. In a 2002 postal questionnaire, 21,522 members of the Danish Twin Registry, born during 1931-1982, reported smoking and drinking habits. The authors used quantitative genetic models to examine how these behaviors' genetic and environmental variances differed with level of education, adjusting for birth-year effects. As expected, more education was associated with less smoking, and average drinking levels were highest among the most educated. At 2 standard deviations above the mean educational level, variance in smoking and drinking was about one-third that among those at 2 standard deviations below, because fewer highly educated people reported high levels of smoking or drinking. Because shared environmental variance was particularly restricted, one explanation is that education created a culture that discouraged smoking and heavy drinking. Correlations between shared environmental influences on education and the health behaviors were substantial among the well-educated for smoking in both sexes and drinking in males, reinforcing this notion.

[1]  I. Deary,et al.  Education reduces the effects of genetic susceptibilities to poor physical health. , 2010, International journal of epidemiology.

[2]  I. Deary,et al.  Greater education and reduced BMI linked through common environment , 2009 .

[3]  I. Deary,et al.  Genetic and Environmental Transactions Underlying Educational Attainment. , 2009, Intelligence.

[4]  M. Grønbæk The positive and negative health effects of alcohol‐ and the public health implications , 2009 .

[5]  Paul J. Rathouz,et al.  Specification, Testing, and Interpretation of Gene-by-Measured-Environment Interaction Models in the Presence of Gene–Environment Correlation , 2008, Behavior genetics.

[6]  M. Rutter,et al.  Proceeding From Observed Correlation to Causal Inference: The Use of Natural Experiments , 2007, Perspectives on psychological science : a journal of the Association for Psychological Science.

[7]  R. Araya,et al.  Socio-economic status in childhood and later alcohol use: a systematic review. , 2007, Addiction.

[8]  D. Lawlor,et al.  Aspirin and cognitive function , 2007, BMJ : British Medical Journal.

[9]  Wendy Johnson,et al.  Genetic and environmental influences on behavior: capturing all the interplay. , 2007, Psychological review.

[10]  C. Prescott,et al.  Challenges in Genetic Studies of the Etiology of Substance Use and Substance Use Disorders: Introduction to the Special Issue , 2006, Behavior genetics.

[11]  Zoe Oldfield,et al.  Disease and disadvantage in the United States and in England. , 2006, JAMA.

[12]  A. Caspi,et al.  PERSPECTIVES ON PSYCHOLOGICAL SCIENCE Measured Gene-Environment Interactions in Psychopathology Concepts, Research Strategies, and Implications for Research, Intervention, and Public Understanding of , 2022 .

[13]  Robert F Krueger,et al.  Genetic Effects on Physical Health: Lower at Higher Income Levels , 2005, Behavior genetics.

[14]  S. Schroeder,et al.  Class - the ignored determinant of the nation's health. , 2004, The New England journal of medicine.

[15]  L. Christiansen,et al.  Age- and Sex-differences in the Validity of Questionnaire-based Zygosity in Twins , 2003, Twin Research.

[16]  N. Adler,et al.  The Role of Psychosocial Processes in Explaining the Gradient Between Socioeconomic Status and Health , 2003 .

[17]  D. Lawlor,et al.  Smoking and ill health: does lay epidemiology explain the failure of smoking cessation programs among deprived populations? , 2003, American journal of public health.

[18]  Shaun Purcell,et al.  Variance components models for gene-environment interaction in twin analysis. , 2002, Twin research : the official journal of the International Society for Twin Studies.

[19]  D. Eadie,et al.  "It's as if you're locked in": qualitative explanations for area effects on smoking in disadvantaged communities. , 2001, Health & place.

[20]  J. Chipperfield,et al.  Perceived control in relation to socioeconomic and behavioral resources for health. , 2001, Social science & medicine.

[21]  R. Pollak,et al.  From Parent to Child: Intrahousehold Allocations and Intergenerational Relations in the United States , 1995 .

[22]  J M Lepkowski,et al.  The social stratification of aging and health. , 1994, Journal of health and social behavior.

[23]  S. Folkman,et al.  Socioeconomic inequalities in health. No easy solution. , 1993 .

[24]  Gower Street,et al.  Health inequalities among British civil servants: the Whitehall II study , 1991, The Lancet.

[25]  M. Marmot INEQUALITIES IN HEALTH , 1986, The Lancet.

[26]  Matt McGue,et al.  Adjustment of twin data for the effects of age and sex , 1984, Behavior genetics.

[27]  A. Antonovsky,et al.  Social class, life expectancy and overall mortality. , 1967, The Milbank Memorial Fund quarterly.

[28]  M. Grønbaek,et al.  The positive and negative health effects of alcohol‐ and the public health implications , 2009, Journal of internal medicine.

[29]  Robert Plomin,et al.  Behavioral Genetics (5th edition) , 2008, Twin Research and Human Genetics.

[30]  Robert F Krueger,et al.  Higher perceived life control decreases genetic variance in physical health: evidence from a national twin study. , 2005, Journal of personality and social psychology.

[31]  J. Vaupel,et al.  The Danish Twin Registry: 127 Birth Cohorts of Twins , 2002, Twin Research.

[32]  M. Evandrou,et al.  Smoking behaviour and socio-economic status: a cohort analysis, 1974-1998 , 2002 .

[33]  James P. Smith Socioeconomic Status and Health , 1998 .

[34]  Jacqueline Tratt No Easy Solution , 1996 .

[35]  A. Raftery Bayesian Model Selection in Social Research , 1995 .

[36]  J. W. Frank,et al.  The determinants of health from a historical perspective. , 1994, Daedalus.

[37]  S. Folkman,et al.  Socioeconomic Status and Health , 1994 .

[38]  Mustard Jf,et al.  The determinants of health from a historical perspective , 1994 .