Intergenerational transmission in health: Causal estimates from fixed effects instrumental variables models for two cohorts of Australian children

Le, Huong and Nguyen, Ha (2015): Intergenerational transmission in health: Causal estimates from fixed effects instrumental variables models for two cohorts of Australian children.

Abstract

This paper contributes to an emerging body of literature on intergenerational transmission in health by presenting the first causal estimates on the impact of maternal mental health on child health. The potential endogeneity of maternal mental health is dealt with by utilising nationally representative panel data from two cohorts and individual fixed effects instrumental variables models. While previous literature has found evidence supporting detrimental effects of poor maternal mental health on child health our results found no evidence to support this. Our results hold irrespective of whether we look at the contemporaneous or intertemporal effects. We also found little differential impact based on the gender or age of the child and the levels of maternal education or household income. These results demonstrate that failing to account for endogeneity of maternal mental health could over-estimate the harmful impact of poor maternal mental health on child health. Our findings are robust to a battery of sensitivity and specification tests.

• Item Type: MPRA Paper
• Language: English
• Keywords: Intergenerational transmission, health, instrumental variables, panel data, Australia
• Subjects: C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models; C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C26 - Instrumental Variables (IV) Estimation; I - Health, Education, and Welfare > I1 - Health > I14 - Health and Inequality; J - Labor and Demographic Economics > J1 - Demographic Economics > J13 - Fertility ; Family Planning ; Child Care ; Children ; Youth

References

Ahlburg, D., 1998. Intergenerational Transmission of Health. American Economic Review Papers & Proceedings 88, 265-270.

AISF, 2013. Longitudinal Study of Australian Children Data User Guide. Melbourne: Australian Institute of Family Studies.

Alam, S.A., 2015. Parental health shocks, child labor and educational outcomes: Evidence from Tanzania. Journal of Health Economics forthcoming.

Almond, D., Currie, J., 2011a. Chapter 15 - Human Capital Development before Age Five, In: Orley, A., David, C. (Eds.), Handbook of labor economics: Elsevier, pp. 1315-1486.

Almond, D., Currie, J., 2011b. Killing me softly: The fetal origins hypothesis. Journal of Economic Perspectives 25, 153-172.

Angrist, J., Lavy, V., Schlosser, A., 2010. Multiple Experiments for the Causal Link between the Quantity and Quality of Children. Journal of Labor Economics 28, 773-824.

Angrist, J.D., 2001. Estimation of limited dependent variable models with dummy endogenous regressors. Journal of Business & Economic Statistics 19, 2-28.

Apouey, B., Geoffard, P.-Y., 2013. Family income and child health in the UK. Journal of Health Economics 32, 715-727.

Bauldry, S., Shanahan, M.J., Boardman, J.D., Miech, R.A., Macmillan, R., 2012. A life course model of self-rated health through adolescence and young adulthood. Social Science and Medicine 75, 1311-1320.

Becker, G.S., 1965. A Theory of the Allocation of Time. The Economic Journal 75, 493-517.

Becker, G.S., 1981. A Treatise on the Family, (enlarged edition) ed. Cambridge: Harvard University Press.

Becker, G.S., Tomes, N., 1986. Human Capital and the Rise and Fall of Families. Journal of Labor Economics 4, S1-S39.

Bertrand, M., Mullainathan, S., 2001. Do People Mean What They Say? Implications for Subjective Survey Data. American Economic Review: Papers & Proceedings 91, 67-72.

Bhalotra, S., Rawlings, S., 2013. Gradients of the intergenerational transmission of health in developing countries. Review of Economics and Statistics 95, 660-672.

Bhalotra, S., Rawlings, S.B., 2011. Intergenerational persistence in health in developing countries: The penalty of gender inequality? Journal of Public Economics 95, 286-299.

Black, S.E., Devereux, P.J., 2011. Chapter 16 - Recent Developments in Intergenerational Mobility, In: Orley, A., David, C. (Eds.), Handbook of labor economics: Elsevier, pp. 1487-1541.

Bratti, M., Mendola, M., 2014. Parental health and child schooling. Journal of Health Economics 35, 94-108.

Cai, L., Kalb, G., 2006. Health status and labour force participation: evidence from Australia. Health Economics 15, 241-261.

Cameron, L., Shah, M., 2015. Risk-Taking Behavior in the Wake of Natural Disasters. Journal of Human Resources 50, 484-515.

Case, A., Lubotsky, D., Paxson, C., 2002. Economic Status and Health in Childhood: The Origins of the Gradient. The American Economic Review 92, 1308-1334.

Case, A., Paxson, C., 2010. Causes and consequences of early-life health. Demography 47, S65-S85.

Classen, T.J., 2010. Measures of the intergenerational transmission of body mass index between mothers and their children in the United States, 1981-2004. Economics and Human Biology 8, 30-43.

Cobb-Clark, D.A., Nguyen, T.-H., 2012. Educational Attainment Across Generations: The Role of Immigration Background. Economic Record 88, 554-575.

Coe, N.B., Van Houtven, C.H., 2009. Caring for mom and neglecting yourself? The health effects of caring for an elderly parent. Health Economics 18, 991-1010.

Cole, T.J., Bellizzi, M.C., Flegal, K.M., Dietz, W.H., 2000. Establishing a standard definition for child overweight and obesity worldwide: international survey. BMJ 320, 1240.

Coneus, K., Spiess, C.K., 2012. The intergenerational transmission of health in early childhood—Evidence from the German Socio-Economic Panel Study. Economics & Human Biology 10, 89-97.

Crossley, T.F., Kennedy, S., 2002. The reliability of self-assessed health status. Journal of Health Economics 21, 643-658.

Cunha, F., Heckman, J., 2007. The Technology of Skill Formation. The American Economic Review 97, 31-47.

Currie, J., Moretti, E., 2007. Biology as Destiny? Short‐and Long‐Run Determinants of Intergenerational Transmission of Birth Weight. Journal of Labor Economics 25, 231-264.

Darden, M., Gilleskie, D., 2015. The Effects of Parental Health Shocks on Adult Offspring Smoking Behavior and Self-Assessed Health. Health Economics forthcoming.

De Reyes, A.L., Kazdin, A.E., 2005. Informant discrepancies in the assessment of childhood psychopathology: A critical review, theoretical framework, and recommendations for further study. Psychological Bulletin 131, 483-509.

Do, Y.K., Norton, E.C., Stearns, S.C., Van Houtven, C.H., 2015. Informal Care and Caregiver's Health. Health Economics 24, 224-237.

Douglas Almond, 2006. Is the 1918 Influenza Pandemic Over? Long‐Term Effects of In Utero Influenza Exposure in the Post‐1940 U.S. Population. Journal of Political Economy 114, 672-712.

Ettner, S.L., 1995. The Impact of "Parent Care" on Female Labor Supply Decisions. Demography 32, 63-80.

Faravelli, C., Pallanti, S., 1989. Recent life events and panic disorder. Am J Psychiatry 146, 622-626.

Fernández-Val, I., 2009. Fixed effects estimation of structural parameters and marginal effects in panel probit models. Journal of Econometrics 150, 71-85.

Figlio, D., Guryan, J., Karbownik, K., Roth, J., 2014. The Effects of Poor Neonatal Health on Children's Cognitive Development. American Economic Review 104, 3921-3955.

Fletcher, J., Wolfe, B., 2014. Increasing our understanding of the health-income gradient in children. Health Economics 23, 473-486.

Frijters, P., Johnston, D.W., Shields, M.A., 2014. The effect of mental health on employment: Evidence from Australian panel data. Health Economics 23, 1058-1071.

Fuchs, V.R., 1982. An Exploratory Study, In: Fuchs, V.R. (Ed.), Economic Aspects of Health. Chicago: University of Chicago Press, pp. 93-120.

Furukawa, T.A., Kessler, R.C., Slade, T., Andrews, G., 2003. The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being. Psychological Medicine 33, 357-362.

Gertler, P., Levine, D.I., Ames, M., 2004. Schooling and Parental Death. Review of Economics and Statistics 86, 211-225.

Grossman, M., 1972. The Demand for Health: A Theoretical and Empirical Investigation. New York: Columbia University Press for National Bureau of Economic Research Books. Heckman, J.J., 2012. The developmental origins of health. Health Economics 21, 24-29.

Heitmueller, A., 2007. The chicken or the egg?. Endogeneity in labour market participation of informal carers in England. Journal of Health Economics 26, 536-559.

Johnston, D.W., Schurer, S., Shields, M.A., 2013. Exploring the intergenerational persistence of mental health: Evidence from three generations. Journal of Health Economics 32, 1077-1089.

Kendler, K.S., Karkowski, L.M., Prescott, C.A., 1999. Causal relationship between stressful life events and the onset of major depression. American Journal of Psychiatry. Kessler, R.C., 1997. The effects of stressful life events on depression. Annual Review of Psychology 48, 191.

Kessler, R.C., Aguilar-Gaxiola, S., Alonso, J., Chatterji, S., Lee, S., Ormel, J., Üstün, T.B., Wang, P.S., 2009. The global burden of mental disorders: an update from the WHO World Mental Health (WMH) surveys. Epidemiologia e psichiatria sociale 18, 23-33.

Kessler, R.C., Green, J.G., Gruber, M.J., Sampson, N.A., Bromet, E., Cuitan, M., Furukawa, T.A., Gureje, O., Hinkov, H., Hu, C.-Y., Lara, C., Lee, S., Mneimneh, Z., Myer, L., Oakley-Browne, M., Posada-Villa, J., Sagar, R., Viana, M.C., Zaslavsky, A.M., 2010. Screening for serious mental illness in the general population with the K6 screening scale: results from the WHO World Mental Health (WMH) survey initiative. International Journal of Methods in Psychiatric Research 19, 4-22.

Kessler, R.C., Heeringa, S., Lakoma, M.D., Petukhova, M., Rupp, A.E., Schoenbaum, M., Wang, P.S., Zaslavsky, A.M., 2008. Individual and societal effects of mental disorders on earnings in the United States: results from the national comorbidity survey replication. American Journal of Psychiatry 165, 703-711.

Kesternich, I., Siflinger, B., Smith, J.P., Winter, J.K., 2015. Individual Behaviour as a Pathway between Early-life Shocks and Adult Health: Evidence from Hunger Episodes in Post-war Germany. The Economic Journal 125, F372-F393.

Khanam, R., Nghiem, H.S., Connelly, L.B., 2014. What roles do contemporaneous and cumulative incomes play in the income–child health gradient for young children? Evidence from an Australian panel. Health Economics 23, 879-893.

Kim, Y., Sikoki, B., Strauss, J., Witoelar, F., 2014. Intergenerational correlations of health among older adults: Empirical evidence from Indonesia. The Journal of the Economics of Ageing.

Kuehnle, D., 2014. The causal effect of family income on child health in the UK. Journal of Health Economics 36, 137-150.

Le, H., Nguyen, H., 2015. Parental health and children’s cognitive and non-cognitive development: New evidence from the Longitudinal Survey of Australian Children. MPRA Paper No. 67590.

Malmendier, U., Nagel, S., 2011. Depression babies: Do macroeconomic experiences affect risk taking? The Quarterly Journal of Economics 126, 373-416.

Nguyen, H.T., Connelly, L.B., 2014. The effect of unpaid caregiving intensity on labour force participation: Results from a multinomial endogenous treatment model. Social Science & Medicine 100, 115-122.

Patel, V., Kleinman, A., 2003. Poverty and common mental disorders in developing countries. Bulletin of the World Health Organization 81, 609-615.

Propper, C., Rigg, J., Burgess, S., 2007. Child health: evidence on the roles of family income and maternal mental health from a UK birth cohort. Health Economics 16, 1245-1269.

Salm, M., 2009. Does job loss cause ill health? Health Economics 18, 1075-1089.

Smith, J.P., 2009. The Impact of Childhood Health on Adult Labor Market Outcomes. Review of Economics and Statistics 91, 478-489.

Solon, G., 1999. Intergenerational mobility in the labor market, In: Ashenfelter, O.C., Card, D. (Eds.), Handbook of labor economics. Amsterdam, New York: North-Holland, pp. 1761-1800.

Solon, G., 2004. A model of intergenerational mobility variation over time and place, In: Corak, M. (Ed.), Generational income mobility in North America and Europe. Cambridge: Cambridge University Press, pp. 38-47.

Stock, J.H., Yogo, M., 2005. Testing for Weak Instruments in Linear IV Regression, In: Andrews, D.W.K. (Ed.), Identification and Inference for Econometric Models. Identification and Inference for Econometric Models. New York: Cambridge University Press, pp. 80-108.

Thompson, O., 2014. Genetic mechanisms in the intergenerational transmission of health. Journal of Health Economics 35, 132-146.

Van Houtven, C.H., Coe, N.B., Skira, M.M., 2013. The effect of informal care on work and wages. Journal of Health Economics 32, 240-252.

Venkataramani, A.S., 2011. The intergenerational transmission of height: evidence from rural Vietnam. Health Economics 20, 1448-1467.

Wagstaff, A., 2007. The economic consequences of health shocks: Evidence from Vietnam. Journal of Health Economics 26, 82-100.

Wittchen, H.-U., Jacobi, F., Rehm, J., Gustavsson, A., Svensson, M., Jönsson, B., Olesen, J., Allgulander, C., Alonso, J., Faravelli, C., 2011. The size and burden of mental disorders and other disorders of the brain in Europe 2010. European Neuropsychopharmacology 21, 655-679.

Wooldridge, J.M., 2010. Econometric Analysis of Cross Section and Panel Data, 2 ed. Cambridge, Mass: MIT Press.

Yamamoto, N., Nagano, J., 2015. Parental stress and the onset and course of childhood asthma. BioPsychoSocial Medicine 9, 1-8.

Yogo, M., 2004. Estimating the elasticity of intertemporal substitution when instruments are weak. Review of Economics and Statistics 86, 797-810.