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Published in: BMC Public Health 1/2017

Open Access 01-12-2017 | Research article

Estimating direct effects of parental occupation on Spaniards’ health by birth cohort

Authors: Jaime Pinilla, Beatriz G. Lopez-Valcarcel, Rosa M. Urbanos-Garrido

Published in: BMC Public Health | Issue 1/2017

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Abstract

Background

Social health inequalities in adult population are partly due to socioeconomic circumstances in childhood. A better understanding of how those circumstances affect health during adulthood may improve the opportunities for reducing health disparities. The objective of this study is to investigate the effect of parental socioeconomic status, which is proxied by occupation, on adult Spaniards’ health by birth cohort. The analysis will allow checking not only the direct impact of parental occupation on their offspring’s health, but also whether inherited inequality has been reduced over time.

Methods

We use data from the Bank of Spain’s Survey of Household Finances on Spanish households from 2002 to 2008. Sequential models were used to estimate the influence of the father’s and mother’s occupation on their offspring’s health, trying to disentangle direct from indirect effects. With a sample of 26,832 persons we consider effects for four different cohorts by birth periods ranging from 1916 to 1981.

Results

The results show that parental occupation has a significant direct impact on individuals’ health (p < 0.01). The effect of father’s occupation exceeds that of mother’s. For those born before 1936, the probability of reporting a good health status ranges from 0.31 (95% confidence interval (CI) 0.14–0.48), when fathers were classified as unskilled elementary workers, to 0.98 (95% CI 0.98–0.99) when they were managers or mid-level professionals. For those born during the period 1959–1975, those probabilities are 0.49 (95% CI 0.39–0.59) and 0.97 (95% CI 0.96–0.98), respectively. Therefore, health inequalities linked to parental socioeconomic status have been noticeably reduced, although discrimination against unskilled workers persists over time.

Conclusions

Great progress has been made in the health area during the twentieth century, so that the impact of parental socioeconomic status on individuals’ health has been significantly tempered for those at the bottom of the social scale. However, more efforts focused on the improvement of living conditions for most socioeconomically disadvantaged are needed in order to further reduce social inequalities in health.
Literature
1.
go back to reference Peck MN. The importance of childhood socioeconomic group for adult health. Soc Sci Med. 1994;39(4):553–62.CrossRefPubMed Peck MN. The importance of childhood socio­economic group for adult health. Soc Sci Med. 1994;39(4):553–62.CrossRefPubMed
2.
go back to reference Wannamethee SG, Whincup PH, Shaper G, Walker M. Influence of fathers’ social class on cardiovascular disease in middleaged men. Lancet. 1996;348:1259–63.CrossRefPubMed Wannamethee SG, Whincup PH, Shaper G, Walker M. Influence of fathers’ social class on cardiovascular disease in middle­aged men. Lancet. 1996;348:1259–63.CrossRefPubMed
3.
go back to reference Davey Smith G, Hart C, Blane D, Gillis C, Hawthorne V. Lifetime socioeconomic position and mortality: prospective observational study. BMJ. 1997;314:547–52.CrossRef Davey Smith G, Hart C, Blane D, Gillis C, Hawthorne V. Lifetime socioeconomic position and mortality: prospective observational study. BMJ. 1997;314:547–52.CrossRef
4.
go back to reference Davey Smith G, McCarron P, Okasha M, McEwen J. Social circumstances in childhood and cardiovascular disease mortality: prospective observational study of Glasgow University students. J Epidemiol Community Health. 2001;55:340–1.CrossRef Davey Smith G, McCarron P, Okasha M, McEwen J. Social circumstances in childhood and cardiovascular disease mortality: prospective observational study of Glasgow University students. J Epidemiol Community Health. 2001;55:340–1.CrossRef
5.
go back to reference Case A, Lubotsky D, Paxson C. Economic Status and Health in Childhood: The Origins of the Gradient. Am Econ Rev. 2002;92(5):1308–34.CrossRef Case A, Lubotsky D, Paxson C. Economic Status and Health in Childhood: The Origins of the Gradient. Am Econ Rev. 2002;92(5):1308–34.CrossRef
6.
go back to reference Kuh D, Hardy R, Langenberg C, Richards M, Wadsworth MEJ. Mortality in adults aged 26-54 years related to socioeconomic conditions in childhood and adulthood: post war birth cohort study. BMJ. 2002;325:1076–80.CrossRefPubMedPubMedCentral Kuh D, Hardy R, Langenberg C, Richards M, Wadsworth MEJ. Mortality in adults aged 26-54 years related to socioeconomic conditions in childhood and adulthood: post war birth cohort study. BMJ. 2002;325:1076–80.CrossRefPubMedPubMedCentral
7.
go back to reference Pensola TH, Valkonen T. Effect of parental social class, own education and social class on mortality among young men. Eur J Public Health. 2002;12:29–36.CrossRefPubMed Pensola TH, Valkonen T. Effect of parental social class, own education and social class on mortality among young men. Eur J Public Health. 2002;12:29–36.CrossRefPubMed
8.
go back to reference Case A, Fertig A, Paxson C. The lasting impact of childhood health and circumstance. J Health Econ. 2005;24(2):365–89.CrossRefPubMed Case A, Fertig A, Paxson C. The lasting impact of childhood health and circumstance. J Health Econ. 2005;24(2):365–89.CrossRefPubMed
10.
go back to reference Trannoy A, Tubeuf S, Jusot F, Devaux M. Inequality of opportunities in health in France: a first pass. Health Econ. 2010;19(8):921–38.CrossRefPubMed Trannoy A, Tubeuf S, Jusot F, Devaux M. Inequality of opportunities in health in France: a first pass. Health Econ. 2010;19(8):921–38.CrossRefPubMed
11.
go back to reference Tubeuf S, Jusot F. Social health inequalities among older Europeans: the contribution of social and family background. Eur J Health Econ. 2011;12:61–77.CrossRefPubMed Tubeuf S, Jusot F. Social health inequalities among older Europeans: the contribution of social and family background. Eur J Health Econ. 2011;12:61–77.CrossRefPubMed
12.
go back to reference Currie J, Vogl T. Early-life health and adult circumstance in developing countries. Annu Rev Econo. 2012;5:1–36.CrossRef Currie J, Vogl T. Early-life health and adult circumstance in developing countries. Annu Rev Econo. 2012;5:1–36.CrossRef
13.
go back to reference Jones A, Rice N, Rosa-Dias P. Quality of schooling and inequality of opportunity in health. Empir Econ. 2012;42(2):369–94.CrossRef Jones A, Rice N, Rosa-Dias P. Quality of schooling and inequality of opportunity in health. Empir Econ. 2012;42(2):369–94.CrossRef
14.
go back to reference Tubeuf S, Jusot F, Bricard D. Mediating role of socioeconomic factors and lifestyles in the relationship between early-life conditions and health: Evidence from the 1958 British cohort. Health Econ. 2012;21 Suppl 1:129–50.CrossRefPubMed Tubeuf S, Jusot F, Bricard D. Mediating role of socioeconomic factors and lifestyles in the relationship between early-life conditions and health: Evidence from the 1958 British cohort. Health Econ. 2012;21 Suppl 1:129–50.CrossRefPubMed
15.
go back to reference Jablonska B, Lindblad F, Östberg V, Lindberg L, Rasmussen F, Hjern A. A national cohort study of parental socioeconomic status and non-fatal suicidal behaviour-the mediating role of school performance. BMC Public Health. 2012;12:17.CrossRefPubMedPubMedCentral Jablonska B, Lindblad F, Östberg V, Lindberg L, Rasmussen F, Hjern A. A national cohort study of parental socioeconomic status and non-fatal suicidal behaviour-the mediating role of school performance. BMC Public Health. 2012;12:17.CrossRefPubMedPubMedCentral
16.
go back to reference Koffijberg H, Adami J, Buskens E. Palme. Parental education and adult health outcomes: a cohort study examining disease-specific effects of education levels using Swedish nationwide registries across two generations. Longit Life Course Stud. 2012;3(3):298–311. Koffijberg H, Adami J, Buskens E. Palme. Parental education and adult health outcomes: a cohort study examining disease-specific effects of education levels using Swedish nationwide registries across two generations. Longit Life Course Stud. 2012;3(3):298–311.
17.
go back to reference Bhalotra S, Rawlings S. Gradients of the intergenerational transmission of health in developing countries. Rev Econ Stat. 2013;95(2):660–72.CrossRef Bhalotra S, Rawlings S. Gradients of the intergenerational transmission of health in developing countries. Rev Econ Stat. 2013;95(2):660–72.CrossRef
18.
go back to reference Bricard D, Jusot F, Trannoy A, Tubeuf S. Inequality of opportunities in health and the principle of natural reward: evicence for European countries. In: Rosa-Dias P, O’Donnell O, editors. Research on Economic Inequality, vol. 21. UK: Emerald Group Publishing Limited; 2013. p. 335–70. Bricard D, Jusot F, Trannoy A, Tubeuf S. Inequality of opportunities in health and the principle of natural reward: evicence for European countries. In: Rosa-Dias P, O’Donnell O, editors. Research on Economic Inequality, vol. 21. UK: Emerald Group Publishing Limited; 2013. p. 335–70.
19.
go back to reference Jusot F, Tubeuf S, Trannoy A. Circumstances and Effort: How important is their correlation for the measurement of inequality of opportunity in health? Health Econ. 2013;22(12):1470–95.CrossRefPubMed Jusot F, Tubeuf S, Trannoy A. Circumstances and Effort: How important is their correlation for the measurement of inequality of opportunity in health? Health Econ. 2013;22(12):1470–95.CrossRefPubMed
20.
go back to reference Eriksson T, Pan J, Qin X. The intergenerational inequality of health in China. China Econ Rev. 2014;31:392–409.CrossRef Eriksson T, Pan J, Qin X. The intergenerational inequality of health in China. China Econ Rev. 2014;31:392–409.CrossRef
21.
go back to reference Flores M, Kalwij A. The associations between early life circumstances and later life health and employment in Europe. Empir Econ. 2014;47(4):1251–82.CrossRef Flores M, Kalwij A. The associations between early life circumstances and later life health and employment in Europe. Empir Econ. 2014;47(4):1251–82.CrossRef
22.
go back to reference Lindahl M, Lundberg E, Palme M, Simeonova E. Parental Influences on Health and Longevity: Lessons from a Large Sample of Adoptees. NBER Working Paper No. 21946. January 2016. Lindahl M, Lundberg E, Palme M, Simeonova E. Parental Influences on Health and Longevity: Lessons from a Large Sample of Adoptees. NBER Working Paper No. 21946. January 2016.
23.
go back to reference Wadsworth MEJ. Early life hypothesis. In: Marmot M, Wilkinson R, editors. Social Determinants of Health. Oxford: Oxford University Press; 1999. p. 44–63. Wadsworth MEJ. Early life hypothesis. In: Marmot M, Wilkinson R, editors. Social Determinants of Health. Oxford: Oxford University Press; 1999. p. 44–63.
24.
go back to reference Lerman PM. Fitting segmented regression models by grid search. Appl Statist. 1980;29:77–84.CrossRef Lerman PM. Fitting segmented regression models by grid search. Appl Statist. 1980;29:77–84.CrossRef
25.
go back to reference Ai C, Norton EC. Interaction terms in logit and probit models. Econ Lett. 2003;80:123–9.CrossRef Ai C, Norton EC. Interaction terms in logit and probit models. Econ Lett. 2003;80:123–9.CrossRef
26.
go back to reference Gourieroux C, Monfort A, Renault E, Trognon A. Generalised residuals. J Econometrics. 1987;34:1–2.CrossRef Gourieroux C, Monfort A, Renault E, Trognon A. Generalised residuals. J Econometrics. 1987;34:1–2.CrossRef
27.
go back to reference García E, Labeaga J, Ortega C. Maternal Employment and Childhood Obesity in Spain. Fundación de Estudios de Economía Aplicada (FEDEA) Working Papers n° 17; 2006. García E, Labeaga J, Ortega C. Maternal Employment and Childhood Obesity in Spain. Fundación de Estudios de Economía Aplicada (FEDEA) Working Papers n° 17; 2006.
28.
go back to reference Carmichael F. Intergenerational mobility and occupational status in Britain. Appl Econ Lett. 2000;7:391–6.CrossRef Carmichael F. Intergenerational mobility and occupational status in Britain. Appl Econ Lett. 2000;7:391–6.CrossRef
29.
go back to reference Di Pietro G, Urwin P. Intergenerational mobility and occupational status in Italy. Appl Econ Lett. 2003;10:793–7.CrossRef Di Pietro G, Urwin P. Intergenerational mobility and occupational status in Italy. Appl Econ Lett. 2003;10:793–7.CrossRef
30.
go back to reference Pascual M. Intergenerational income mobility: The transmission of socio-economic status in Spain. J Policy Model. 2009;31:835–46.CrossRef Pascual M. Intergenerational income mobility: The transmission of socio-economic status in Spain. J Policy Model. 2009;31:835–46.CrossRef
31.
go back to reference Mackenbach JP, Martikainen P, Looman CW, Dalstra JA, Kunst AE, Lahelma E. The shape of the relationship between income and self-assessed health: an international study. Int J Epidemiol. 2005;34(2):286–93.CrossRefPubMed Mackenbach JP, Martikainen P, Looman CW, Dalstra JA, Kunst AE, Lahelma E. The shape of the relationship between income and self-assessed health: an international study. Int J Epidemiol. 2005;34(2):286–93.CrossRefPubMed
32.
go back to reference Organization for Economic Co-operation and Development. A family affair. Intergenerational social mobility across OECD countries. In: OECD. Economic Policy Reforms 2010. Going for Growth. Paris: OECD; 2010. p. 181-198. Organization for Economic Co-operation and Development. A family affair. Intergenerational social mobility across OECD countries. In: OECD. Economic Policy Reforms 2010. Going for Growth. Paris: OECD; 2010. p. 181-198.
33.
go back to reference Cutler D, LLeras-Muney A. Education and Health: Insights from International Comparisons. National Bureau of Economic Research (NBER) Working Papers 17738; 2012. Cutler D, LLeras-Muney A. Education and Health: Insights from International Comparisons. National Bureau of Economic Research (NBER) Working Papers 17738; 2012.
34.
go back to reference Jusot F, Grignon M, Dourgnon P. Access to psycho-social resources and health: exploratory findings from a survey of the french population. Health Econ Policy Law. 2008;3(4):365–91.CrossRefPubMed Jusot F, Grignon M, Dourgnon P. Access to psycho-social resources and health: exploratory findings from a survey of the french population. Health Econ Policy Law. 2008;3(4):365–91.CrossRefPubMed
35.
go back to reference Laszlo KD, Pikhart H, Kopp MS, Bobak M, Pajak A, Malyutina S, et al. Job insecurity and health: a study of 16 European countries. Soc Sci Med. 2010;70(6):867–74.CrossRefPubMedPubMedCentral Laszlo KD, Pikhart H, Kopp MS, Bobak M, Pajak A, Malyutina S, et al. Job insecurity and health: a study of 16 European countries. Soc Sci Med. 2010;70(6):867–74.CrossRefPubMedPubMedCentral
Metadata
Title
Estimating direct effects of parental occupation on Spaniards’ health by birth cohort
Authors
Jaime Pinilla
Beatriz G. Lopez-Valcarcel
Rosa M. Urbanos-Garrido
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2017
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-3997-6

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