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

P. Contoyannis, Jinhu Li
{"title":"Family Socio-Economic Status, Childhood Life-Events and the Dynamics of Depression from Adolescence to Early Adulthood","authors":"P. Contoyannis, Jinhu Li","doi":"10.2139/ssrn.2240073","DOIUrl":null,"url":null,"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.","PeriodicalId":331095,"journal":{"name":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Melbourne Institute: Applied Economic & Social Research Working Paper Series","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.2240073","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

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.
家庭社会经济地位、童年生活事件和青春期至成年早期抑郁的动态
本文采用条件分位数回归方法量化青少年抑郁的动态,并考察未观察到的个体异质性和家庭社会经济地位对青少年抑郁的真实状态依赖程度。我们使用美国国家青年纵向调查队列(CNLSY79)的儿童数据,并采用最近开发的工具变量方法来估计具有固定效应的动态分位数回归模型。我们的研究结果表明,青少年抑郁症的真正状态依赖性非常低,以前的抑郁症和现在的抑郁症之间的正相关主要是由于时间不变的未观察到的个体异质性。结果还显示,在抑郁分布的分位数中,青少年抑郁的真实状态依赖存在异质性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信