Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables
In this study, I address the relationship between an often overlooked dimension of family structure--the spacing between children's births--and the degree of children's attainments such as Mathematics, Reading Cognition and Reading Comprehension. Comparing to the results of OLS estimation...
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sg-smu-ink.etd_coll-10062010-09-08T01:24:04Z Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables XIE, Jing In this study, I address the relationship between an often overlooked dimension of family structure--the spacing between children's births--and the degree of children's attainments such as Mathematics, Reading Cognition and Reading Comprehension. Comparing to the results of OLS estimation, 2SLS Estimation using Twin and Catholic as Instrument Variables shows less significant effects on children's attainments. Hausman Test shows that OLS estimators are not consistent with 2SLS estimators, which means there is endogenous problem in OLS estimation. As the result in 2SLS shows the different spacing effects in different spacing groups, it is possible to use nonlinear estimation (quadratic form of birth spacing) and semi-parametric estimation to draw the curve of birth spacing effects, and find the most efficient birth spacing, golden birth spacing. These two estimations, to a large extent, match each other in the range of golden birth spacing. 2008-01-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/etd_coll/7 https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1006&context=etd_coll http://creativecommons.org/licenses/by-nc-nd/4.0/ Dissertations and Theses Collection (Open Access) eng Institutional Knowledge at Singapore Management University birth order children educational attainment family structure human capital Behavioral Economics Education |
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birth order children educational attainment family structure human capital Behavioral Economics Education XIE, Jing Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
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In this study, I address the relationship between an often overlooked dimension of family structure--the spacing between children's births--and the degree of children's attainments such as Mathematics, Reading Cognition and Reading Comprehension. Comparing to the results of OLS estimation, 2SLS Estimation using Twin and Catholic as Instrument Variables shows less significant effects on children's attainments. Hausman Test shows that OLS estimators are not consistent with 2SLS estimators, which means there is endogenous problem in OLS estimation. As the result in 2SLS shows the different spacing effects in different spacing groups, it is possible to use nonlinear estimation (quadratic form of birth spacing) and semi-parametric estimation to draw the curve of birth spacing effects, and find the most efficient birth spacing, golden birth spacing. These two estimations, to a large extent, match each other in the range of golden birth spacing. |
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XIE, Jing |
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XIE, Jing |
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XIE, Jing |
title |
Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
title_short |
Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
title_full |
Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
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Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
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Birth Spacing Effect on Children's Attainments: Indentification Using Instrument Variables |
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birth spacing effect on children's attainments: indentification using instrument variables |
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Institutional Knowledge at Singapore Management University |
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2008 |
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https://ink.library.smu.edu.sg/etd_coll/7 https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1006&context=etd_coll |
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