# ivoprobit **Repository Path**: fu-hanzhao/ivoprobit ## Basic Information - **Project Name**: ivoprobit - **Description**: 数据和 Stata 程序。(1) 连玉君, 黎文素, 黄必红, 2014, 子女外出务工对父母健康和生活满意度影响研究, 经济学(季刊), 14 (1): 185-202. (2) Huang, B., Y. Lian, W. Li, 2016, How far is chinese left-behind parents' health left behind?, China Economic - **Primary Language**: Unknown - **License**: MIT - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 12 - **Created**: 2022-12-19 - **Last Updated**: 2022-12-19 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # treatoprobit ## 介绍 本仓库提供 Huang et al. (2016, CER) 的 Stata 复现代码。 - Huang, B., Y. Lian, W. Li, **2016**, How far is chinese left-behind parents' health left behind?, **China Economic Review**, 37: 15-26. [-Link-](https://doi.org/http://dx.doi.org/10.1016/j.chieco.2015.07.002), [-PDF1-](https://sci-hub.ren/10.1016/j.chieco.2015.07.002), [PDF2](https://pdf.sciencedirectassets.com/272074/1-s2.0-S1043951X16X00028/1-s2.0-S1043951X15000863/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEOX%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIQCDLzZISC02Ms7Ww3izMMrA1YMWur2%2BB2zXjQmMwXK4bQIga6iy4vlEMQdIbDYP2Vwsr4Ro34md4rpgFRb8r7YoItwq%2BgMIbRAEGgwwNTkwMDM1NDY4NjUiDCNjnNnmWqDJdRKUgCrXA6mLeJ3Ment1PlemFEmOJZkJP9uK%2FIO9OQnUBVOcNVrQyhVHStLNrj7qWESKRPDHWoe0m7zMleYSiqWOyjE1z1YI7ZGzEx2Dowt1OCofcQJC3Xo0QxA%2B2tLIf7wIzjGuOrXDSQextkcgML9nN9rrPchnBG6J0WpMAxnQO8qmsU3e6%2BB5FXQ1Jo5xHyqexhVCoYPu9QFsf%2FEWeeQpQreROIvwsycy1iHeJ1YP4pBO2O2o6YcOa6DUxbp8tmlwQ%2BkvamKGU9u%2BiOeYLprCWiKLenUkVY8XbbYKtjlBpOVvDAHpTLtxU4DcUbTQ3oUKyJWJ9IAw%2Bb62ybwHxH%2Bko98rH3kCnvAR5E0q9SeVTNZO6HhbOq1QCCuVc%2BOUKRTGyaLeMfUkNEUh4jcEhiVh6oEury2pU2gHCxBgPz8bAEBjGGg%2BGBplw6EDB%2FIAYO1bFH3k0GUsQZbuuq7HGevREmEwpoivMdc3j5KqQ%2FMxiSp2u6ax7Ck37nlTe1JP5LsEdXXyfNb4HGAe4tTtEtiHYD8dWLCqEXaPpPNNxJa4QWMC9kPYR0swwIm%2FPNoTjOLD3hW0vv4chj5zqp04wvCB6n%2F8zwXPmtrrTOVZQ%2FDlYY5jKjaezx8MavemFjDZhfWRBjqlAfEuNSuDSPtD%2BE7jKHkl%2FwV%2BqLJmm3wvmcTExi2oZsmMnd%2Ftyk8%2BQPsealzF6h%2FhbK2ab0V%2B65VCScpHWzGXApx6JO6nFJHJnQS2o94yKtRwdvCOT%2FaDjDktj79wbMmGS1BosBOmtVPJEDjlwPmghmetyE2xCZ2hHgEUV5reUNnmCkEsWiSJfHR2lxVz%2BgYN9Ni%2FDSm%2B9yGBcbOAuGV9zpskpACmig%3D%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20220325T050810Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTY43NMGGRV%2F20220325%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=e28dfcc56f4b864abe592e451a00f812ac9facd1eb163e88aa9a406966bbc7e0&hash=64a3e655cb694ed673366f0eda57673060356dffc27c3aa5872482546df80936&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S1043951X15000863&tid=spdf-9a3b4db0-e8e3-4e7b-9365-941623c97fb5&sid=cc71ebef8bcb8046a928864207c60aa9b500gxrqa&type=client&ua=570757575d50590d57&rr=6f15208b7b7880ed) - Using data from the four waves of the China Health and Nutrition Survey (CHNS), this paper assesses the impacts of adult children migration on the health of their parents left behind. We employ the endogenous treatment effects model to address the selection bias and infer the causal effects of children migration on parental health. We find that children migration significantly impairs the health of their elderly kin. Moreover, children migration has remarkably differentiated locality, gender, age, and employment impacts, with rural, female, old-aged, and unemployed parents being more likely to suffer from poor health than their urban, male, middle-aged, and employed counterparts. ## 早期版本 (中文版) - 连玉君, 黎文素, 黄必红, 2014, 子女外出务工对父母健康和生活满意度影响研究, 经济学(季刊), 14 (1): 185-202. [-Link-](http://www.oaj.pku.edu.cn/jjx/CN/Y2015/V14/I1/185#1), [-PDF-](http://www.oaj.pku.edu.cn/jjx/CN/Y2015/V14/I1/185#1), [完整版-带附录和公式推导](https://file-lianxh.oss-cn-shenzhen.aliyuncs.com/Refs/LianPub/%E8%BF%9E%E7%8E%89%E5%90%9B-%E5%AD%90%E5%A5%B3%E5%A4%96%E5%87%BA%E5%8A%A1%E5%B7%A5-%E5%AE%8C%E6%95%B4%E7%89%88%E6%9C%AC.pdf)。 - ⭕ 重要说明：这篇文章使用的 IV-Probit 估计及其边际效应计算方法并不是最优处理方法。更为合理的处理方法参见上面这篇英文论文 Huang et al. (2016, CER)，以及其 [复现数据和代码](https://gitee.com/arlionn/ivoprobit/tree/master/Huang-2016-CER)。 - 本文采用包含工具变量的有序Probit模型(IV ordered Probit model),利用中国健康与营养调查数据库(China Health and Nutrition Survey,CHNS)中2006年和2009年两个截面数据,研究了子女外出务工对留在家乡的父母自评健康和生活满意度的影响。为了克服模型中潜在的内生性问题,本文选取失业率和就业人口结构变化作为工具变量。我们发现,子女外出务工使得父母自评健康和生活满意度双双下降。 ## 主要方法 - 包含内生变量的多元 Probit 模型，Stata 命令 `treatoprobit` - Christian A. Gregory, 2015, Estimating Treatment Effects for Ordered Outcomes Using Maximum Simulated Likelihood, Stata Journal, 15(3): 756–774. [-PDF-](https://journals.sagepub.com/doi/pdf/10.1177/1536867X1501500309) ## 下载方法 - 点击仓库主页右上方【克隆/下载】按钮，可以下载本仓库所有文件。 - 亦可以点击对应的文件夹，右击下载。 - 若您有码云账号，可以直接点击右上角的[【Fork】](https://gitee.com/arlionn/ivoprobit#) 按钮，把该仓库 Copy 到你的账户下。 ## 意见反馈 - 连玉君， - 黎文素，