The Long-Run Educational Cost of World War II: An Example of Local Average Treatment Effect Estimation
AbstractAn important component of the long-run cost of a war is the loss of human capital, suffered by children of schooling age who receive less education because of the war. This paper shows that in the European countries involved in World War II, children who were ten years old during the conflict were significantly less likely to proceed into higher education. On the contrary, we find no effect for individuals in the same cohorts living in countries not involved in the war. Using data for Austria, Germany, Sweden and Switzerland, we estimate the cost of the war in terms of earning losses, suffered by those individuals who did not reach higher education because of the conflict and we calculate the implied loss of GDP for their countries. In order to identify this cost, we interpret our Instrumental Variable estimates as measures of the Local Average Treatment Effects (Angrist and Imbens, 1994) of education connected to our war instruments. Inasmuch as World War II has caused an increase of liquidity constraints for families with children of schooling age (e.g. the death of the father), our estimates may be considered as measures of the long lasting income losses that could be avoided in peaceful times by exogenously increasing the educational attainment of children in families, subject to constraints similar to those caused by the war (e.g. families with single mothers).
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Bibliographic InfoPaper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 1895.
Date of creation: Jun 1998
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Find related papers by JEL classification:
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
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