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Family Socio-economic Status, Childhood Life-events and the Dynamics of Depression from Adolescence to Early Adulthood

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  • Contoyannis, P.
  • Li, J.

Abstract

This paper employs a conditional quantile regression approach to examine the roles of family SES, early childhood life-events, unobserved heterogeneity and pure state dependence in explaining the distribution of depression among adolescents and young adults using data on the children of the US National Longitudinal Survey of Youth 79 cohort (CNLSY79). Our study also extends previous work by explicitly modelling depression dynamics during adolescence. To estimate dynamic models we integrate the ‘jittering’ approach for estimating conditional quantile models for count data with a recently-developed instrumental variable approach for the estimation of dynamic quantile regression models with fixed effects.

Suggested Citation

  • Contoyannis, P. & Li, J., 2013. "Family Socio-economic Status, Childhood Life-events and the Dynamics of Depression from Adolescence to Early Adulthood," Health, Econometrics and Data Group (HEDG) Working Papers 13/09, HEDG, c/o Department of Economics, University of York.
    • Handle: RePEc:yor:hectdg:13/09
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    References listed on IDEAS

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    1. James P. Smith, 2009. "The Impact of Childhood Health on Adult Labor Market Outcomes," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 478-489, August.
    2. Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
    3. Smith, James Patrick & Smith, Gillian C., 2010. "Long-term economic costs of psychological problems during childhood," Social Science & Medicine, Elsevier, vol. 71(1), pages 110-115, July.
    4. Vivian H. Hamilton & Philip Merrigan & Éric Dufresne, 1997. "Down and out: estimating the relationship between mental health and unemployment," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 397-406, July.
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    Cited by:

    1. Reichert, Arndt R. & Tauchmann, Harald, 2017. "Workforce reduction, subjective job insecurity, and mental health," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 187-212.

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    More about this item

    Keywords

    health dynamics; dynamic quantile regression models; instrumental variable approach; depression; adolescence;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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