Are the Children of Uneducated Farmers Doubly Disadvantaged? : Farm, Nonfarm and Intergenerational Educational Mobility in Rural China
This paper relaxes the single-factor model of intergenerational educational mobility and analyzes heterogeneous effects of family background on children’s education in villages, with a focus on the role of nonfarm occupations. The analysis uses dat...
Main Authors: | , |
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Format: | Working Paper |
Language: | English en_US |
Published: |
World Bank, Washington, DC
2015
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Subjects: | |
Online Access: | http://documents.worldbank.org/curated/en/2015/10/25206357/children-uneducated-farmers-doubly-disadvantaged-farm-nonfarm-intergenerational-educational-mobility-rural-china http://hdl.handle.net/10986/22882 |
Summary: | This paper relaxes the single-factor
model of intergenerational educational mobility and analyzes
heterogeneous effects of family background on children’s
education in villages, with a focus on the role of nonfarm
occupations. The analysis uses data from rural China that
cover three generations, and are not subject to coresident
sample selection. Evidence from a battery of econometric
approaches shows that the mean effects of parents’ education
miss substantial heterogeneity across farm-nonfarm
occupations. Having nonfarm parents, in general, has
positive effects, but children of low educated non-farmer
parents (with higher income) do not enjoy any advantages
over the children of more educated farmer parents. Estimates
of cross-partial effects without imposing functional form
show little evidence of complementarity between parental
education and nonfarm occupation. The role of family
background remains relatively stable across generations for
girls, but for boys, family background has become more
important after the market reform. The paper explores
causality using three approaches: Rosenbaum sensitivity
analysis, minimum biased inverse propensity weighted
estimator, and heteroscedasticity-based identification. The
analysis results suggest that the advantages of having more
educated parents, especially with nonfarm occupations, are
unlikely to be due solely to selection on genetic
transmissions. However, the estimated positive effects of
nonfarm over farmer parents among the low educated
households may be driven entirely by moderate selection on
genetic endowment. |
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