The Dynamics of Depression from Adolescence to Early Adulthood
Paul Contoyannis () and
Jinhu Li
Department of Economics Working Papers from McMaster University
Abstract:
This paper employs a conditional quantile regression approach to quantify the dynamics of depression among adolescents, and examine the extent of true state dependence in youth depression conditional on unobserved individual heterogeneity and family socio5economic status. We use data on the children of the US National Longitudinal Survey of Youth 79 cohort (CNLSY79) and employ a recently5developed instrumental variable approach for the estimation of dynamic quantile regression models with fixed effects. Our results suggest that true state dependence in youth depression is very low and the observed positive association between previous depression and current depression is mainly due to time5invariant unobserved individual heterogeneity. The results also show heterogeneity in true state dependence in youth depression across quantiles of the depression distribution.
Keywords: adolescence; depression; dynamic quantile regressions; health dynamics; instrumental variables; quantile regression; panel data models (search for similar items in EconPapers)
JEL-codes: C22 C23 I12 (search for similar items in EconPapers)
Pages: 44 pages
Date: 2014-09
New Economics Papers: this item is included in nep-hea
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Persistent link: https://EconPapers.repec.org/RePEc:mcm:deptwp:2014-09
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