Education as a precautionary asset

Cipollone, Angela (2011): Education as a precautionary asset.

Abstract

By using data from the latest wave of the Indonesia Life Family Survey, the present work investigates whether and to which extent child time allocation depends on the joint impact of liquidity constraints and risk attitudes. We employ a double selection model of school hours, by adding time preferences, risk attitudes and proxies of risks and shocks among the relevant regressors, and controlling for sample selection and endogeneity of liquidity constraints and school enrolment. To this aim, we exploit measures of time preferences and risk attitudes elicited from individuals’ responses to hypothetical gambles and consider the past occurrence of shocks to proxy the risk profiles of the households under the assumption that households use past income volatility to predict future volatility. It will be shown that, under liquidity constraints, risk averse parents raise a precautionary demand for education as an ex-ante risk coping strategy, so to insure future consumption through higher returns from their children’s work.

• Item Type: MPRA Paper
• Language: English
• Keywords: schooling; risk aversion; liquidity constraints; risks; shocks
• Subjects: J - Labor and Demographic Economics > J1 - Demographic Economics > J13 - Fertility ; Family Planning ; Child Care ; Children ; Youth; J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J22 - Time Allocation and Labor Supply; D - Microeconomics > D9 - Intertemporal Choice > D91 - Intertemporal Household Choice ; Life Cycle Models and Saving

References

Amemiya T. Advanced Econometrics. Cambridge, MA: Harvard University Press; 1985.

Baland J.-M., Robinson J.A. “Is Child Labor Ineffcient?.” Journal of Political Economy 2000; 108(4); 663-679.

Barham B., Boucher S. “Migration, Remittances and Inequality: Estimating the Net Effects of Migration on Income Distribution.” Journal of Development Economics 1998; 55; 307-331.

Barsky R.B., Juster F. T., Kimball M.S., Shapiro M.D.. “Preference Parameters and Behavioural Heterogeneity: An Experimental Approach in the Health and Retirement Study.” Quarterly Journal of Economics 1997; 112(2); 537-79.

Beegle K., Dehejia R.H., Gatti R. “Child Labour Crop Shocks, and Credit Constraints.” CEPR Discussion Paper Series No. 4881; 2005.

Belzil C., Leonardi M. “Can Risk Aversion Explain Schooling Attainments? Evidence for Italy.” Labour Economics 2007; 14(6); 957-970.

Belzil C., Hansen J. “Earnings Dispersion, Risk Aversion and Education.” In: Solomon W. Polachek (Ed.), Accounting for Worker Well-Being, Research in Labor Economics, vol. 23. Emerald Group Publishing Limited; 2004; 335-358.

Ben-Porath Y. “The Production of Human Capital and the Life Cycle of Earnings.” Journal of Political Economy 1967; 75; 352-365.

Brown J. N., Rosen H.S.. “Taxation, Wage Variation, and Job Choice.” Journal of Labor Economics 1987; 5(4); 430-51. Brown S., Taylor K. “Wage Growth, Human Capital and Financial Investment.” The Manchester School 2005; 73(6); 686-708.

Brunello G. “Absolute Risk Aversion and the Returns to Education.” Economics of Education Review 2002, 21(6); 635-40.

Carroll C.D. “A theory of the Consumption Function with and without Liquidity Constraints.” The Journal of Economic Perspectives 2001; 15(3); 23-45.

Dehejia R., Gatti R. “Child Labor: The Role of Income Variability and Access to Credit Across Countries.” NBER Working Papers No. 9018; 2002.

Edmonds E. “Is Child Labor Inefficient? Evidence from Large Cash Transfers.” Dartmouth, Manuscript 2002.

Fitzsimons E. “The Effects of Risk on Education in Indonesia.” Economic Development and Cultural Change 2007; 56(1); 1-25.

Gibbons R., Murphy K.J. “Optimal Incentive Contracts in the Presence of Career Concerns: Theory and Evidence.” Journal of Political Economy 1992; 100(3); 468-505.

Gould E., Moav O., Weinberg B. “Precautionary Demand for Education, Inequality and Technological Progress.” Journal of Economic Growth 2001; 6(4), 285–315.

Guarcello L., Mealli F., Rosati F.C.. “Household Vulnerability and Child Labour: The Effect of Shocks, Credit Rationing and Insurance.” Journal of Population Economics 2010; 23(1): 169-198.

Guiso L., Jappelli T., Terlizzese D. “Income Risk, Borrowing Constraints, and Portfolio Choice.” The American Economic Review 1996; 86(1); 158-172.

Guiso L., Paiella M. “Risk Aversion, Wealth and Background Risk.” Journal of the European Economic Association 2008; 6(6); 1109-1150.

Hausman J.A.. “Specification Tests in Econometrics.” Econometrica 1978; 46(6); 1251–1271.

Heckman J. “Sample selection bias as a specification error.” Econometrica 1979; 47(1); 153-161.

Heckman J. “The common structure of statistical models of truncation, sample selection and limited dependent variables and a simple estimator for such models.” Ann. Econ. Soc. Measurements 1976; 5; 475-492.

Jacoby H.G. “Borrowing Constraints and Progress Through School: Evidence from Peru.” The Review of Economics and Statistics 1994; 76(1); 151-160.

Jacoby H., Skoufias E. “Risk, Financial Markets and Human Capital in a Developing Country.” Review of Economic Studies 1997; 64(3); 311-335.

Johnson W.R. “A Theory of Job Shopping.” Quarterly Journal of Economics 1978; 92(2); 261-78.

Laitner J. “Intergenerational and Inter-household Economic Links.” In Mark R. Rosenzweig, Oded Stark (Eds.), Handbook of Population and Family Economics, vol. 1A. Elsevier: Amsterdam; 1997; 189-238.

Levhari D., Weiss Y. “The Effect of Risk on the Investment in Human Capital.” American Economic Review 1974; 64(6); 950-63.

Moore M.J. “Unions, Employment Risks, and Market Provision of Employment Risk Differentials.” Journal of Risk and Uncertainty 1995; 10(1); 57-70.

Murphy K.M., Topel R.H., Lang K., Leonard J.S.. “Unemployment Risk and Earnings: Testing for Equalizing Wage Differences in the Labor Market.” In Unemployment and the Structure of Labour Markets. NY, Basil Blackwell; New York; 1987; 103-140.

Neuman S., Oaxaca R.L.. “Estimating Labor Market Discrimination with Selectivity-Corrected Wage Equations: Methodological Considerations and An Illustration from Israel.” ADRES/CEPR/Université du Maine Conference Meeting on Discrimination and Unequal Outcomes; 2002.

Palacios-Huerta I. “An Empirical Analysis of the Risk Properties of Human Capital Returns.” American Economic Review 2003; 93(3); 948-964.

Parsons D.O., Goldin C. “Parental Altruism and Self-Interest: Child Labour among Late Nineteenth-Century American Families.” Economic Inquiry 1989; 27(4); 637-659.

Pörtner C. “Children as Insurance.” Journal of Population Economics 2001; 14(1); 119-136.

Pouliot W. “Introducing Uncertainty into Baland and Robinson’s Model of Child Labor.” Journal of Development Economics 2006; 79(1); 264-272.

Ranjan P. “Credit Constraints and the Phenomenon of Child Labor.” Journal of Development Economics 2001; 64(1); 81-102.

Shaw K. L.. “An Empirical Analysis of Risk Aversion and Income Growth.” Journal of Labor Economics 1996; 14(4); 626-53.

Trostel P.A.. “Returns to Scale in Producing Human Capital from Schooling.” Oxford Economic. Papers 2004; 56 (3); 461-84.