Rural-urban differences in parental spending on children's primary education in Malawi
AbstractThe paper investigates two issues regarding household expenditure on primary education of own children using the Second Malawi Integrated Household Survey(IHS2) data. Firstly, we look at factors which infuence a household's decision to spend or not (the participation decision), and by how much (the expenditure decision). This is done for urban and rural households. We �find that there are differences in the factors which influence both decision levels for the two groups of households. Secondly, to get a deeper understanding of these rural-urban spending differences, the study develops the Blinder-Oaxaca decomposition technique for the independent Double Hurdle model. The proposed decomposition is done at the aggregate and disaggregated levels. The aggregated decomposition allows us to isolate the expenditure differences into a part attributable to differences in characteristics and a part which is due to differences in coefficients. The detailed (disaggregated) decomposition enables us to pinpoint the major factors behind the spending gap. At the aggregate decomposition level, our results show that at least 66% of the expenditure differential is explained by differences in characteristics between rural and urban households, implying that an equalization of household characteristics would lead to about 66% of the spending gap disappearing. At the disaggregated decomposition level, the rural-urban difference in household income is found to be the largest contributor to the spending gap, followed by quality of access of primary schools. Besides, rural-urban di¤erences in mothers education and employment are found to contribute more to the spending differential relative to the same for fathers.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 16090.
Date of creation: 27 Jan 2009
Date of revision:
Education expenditure; double hurdle; Blinder-Oaxaca decomposition; Malawi tion;
Other versions of this item:
- Richard Mussa, 2010. "Rural-Urban Differences in Parental Spending on Children’s Primary Education in Malawi," SALDRU Working Papers 49, Southern Africa Labour and Development Research Unit, University of Cape Town.
- D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
This paper has been announced in the following NEP Reports:
- NEP-AFR-2009-07-11 (Africa)
- NEP-ALL-2009-07-11 (All new papers)
- NEP-DEV-2009-07-11 (Development)
- NEP-LAB-2009-07-11 (Labour Economics)
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- Carol Newman & Maeve Henchion & Alan Matthews, 2001.
"A Double-Hurdle Model of Irish Household Expenditure on Prepared Meals,"
Trinity Economics Papers
200119, Trinity College Dublin, Department of Economics.
- Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
- Behrman, Jere R & Knowles, James C, 1999. "Household Income and Child Schooling in Vietnam," World Bank Economic Review, World Bank Group, vol. 13(2), pages 211-56, May.
- Ray, Ranjan, 2000. "Child Labor, Child Schooling, and Their Interaction with Adult Labor: Empirical Evidence for Peru and Pakistan," World Bank Economic Review, World Bank Group, vol. 14(2), pages 347-67, May.
- Leibowitz, Arleen, 1974. "Education and Home Production," American Economic Review, American Economic Association, vol. 64(2), pages 243-50, May.
- Bauer, Thomas K. & Sinning, Mathias, 2005.
"Blinder-Oaxaca Decomposition for Tobit Models,"
IZA Discussion Papers
1795, Institute for the Study of Labor (IZA).
- Thomas Bauer & Mathias Sinning, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," RWI Discussion Papers 0032, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
- Bauer, Thomas & Sinning, Mathias, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," CEPR Discussion Papers 5309, C.E.P.R. Discussion Papers.
- Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-80, February.
- Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-85, May.
- Hanushek, Eric A, 1992. "The Trade-Off between Child Quantity and Quality," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 84-117, February.
- Song, Lina & Appleton, Simon & Knight, John, 2006. "Why Do Girls in Rural China Have Lower School Enrollment?," World Development, Elsevier, vol. 34(9), pages 1639-1653, September.
- Appleton, Simon & Hoddinott, John & Krishnan, Pramila, 1999.
"The Gender Wage Gap in Three African Countries,"
Economic Development and Cultural Change,
University of Chicago Press, vol. 47(2), pages 289-312, January.
- Simon Appleton & John Hoddinott & Pramila Krishnan, 1996. "The gender wage gap in three African countries," CSAE Working Paper Series 1996-07, Centre for the Study of African Economies, University of Oxford.
- Simon Appleton, 1996. "The gender wage gap in three African countries," Economics Series Working Papers WPS/1996-07, University of Oxford, Department of Economics.
- Anne Case & Angus Deaton, 1999. "School Inputs And Educational Outcomes In South Africa," The Quarterly Journal of Economics, MIT Press, vol. 114(3), pages 1047-1084, August.
- Paul Glewwe & Nauman Ilias, 1996. "The determinants of school attainment in sub-Saharan Africa: A case study of Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 8(3), pages 395-413.
- Yen, Steven & Jensen, Helen H., 1996.
"Determinants of Household Expenditures on Alcohol,"
Staff General Research Papers
927, Iowa State University, Department of Economics.
- Steven T. Yen & Helen H. Jensen, 1995. "Determinants of Household Expenditures on Alcohol," Center for Agricultural and Rural Development (CARD) Publications 95-wp144, Center for Agricultural and Rural Development (CARD) at Iowa State University.
- Thomas Bauer & Mathias Sinning, 2006.
"An Extension of the Blinder-Oaxaca Decomposition to Non-Linear Models,"
RWI Discussion Papers
0049, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
- Thomas Bauer & Mathias Sinning, 2008. "An extension of the Blinder–Oaxaca decomposition to nonlinear models," AStA Advances in Statistical Analysis, Springer, vol. 92(2), pages 197-206, May.
- Mukherjee, Sanjukta & Benson, Todd, 2003. "The Determinants of Poverty in Malawi, 1998," World Development, Elsevier, vol. 31(2), pages 339-358, February.
- Gary S. Becker & Nigel Tomes, 1976.
"Child Endowments, and the Quantity and Quality of Children,"
NBER Working Papers
0123, National Bureau of Economic Research, Inc.
- Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages S143-62, August.
- Lazear, Edward P., 1988. "Allocation of Income within the Household," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226469669, January.
- Becker, Gary S & Tomes, Nigel, 1986.
"Human Capital and the Rise and Fall of Families,"
Journal of Labor Economics,
University of Chicago Press, vol. 4(3), pages S1-39, July.
- Gary S. Becker & Nigel Tomes, . "Human Capital and the Rise and Fall of Families," University of Chicago - Population Research Center 84-10, Chicago - Population Research Center.
- Ribar, D.C., 1991.
"A Multinomial Logit Analysis of Teenage Fertility and High School Completion,"
5-91-1, Pennsylvania State - Department of Economics.
- Ribar, David C., 1993. "A multinomial logit analysis of teenage fertility and high school completion," Economics of Education Review, Elsevier, vol. 12(2), pages 153-164, June.
- Paul Sicilian & Adam Grossberg, 2001. "Investment in human capital and gender wage differences: evidence from the NLSY," Applied Economics, Taylor & Francis Journals, vol. 33(4), pages 463-471.
- Pilar Beneito & Javier Ferri & M. Luisa Molto & Ezequiel Uriel, 2001. "Determinants of the demand for education in Spain," Applied Economics, Taylor & Francis Journals, vol. 33(12), pages 1541-1551.
- Sven-Olov Daunfeldt & Jörgen Hellström, 2007.
"Intra-household Allocation of Time to Household Production Activities: Evidence from Swedish Household Data,"
CEIS, vol. 21(2), pages 189-207, 06.
- Daunfeldt, Sven-Olov, 2001. "Intra-household Allocation of Time to Household Production Activities - Evidence from Swedish Household Data," UmeÃ¥ Economic Studies 555, Umeå University, Department of Economics.
- Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
- Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-79, November.
- Lavy, Victor, 1996. "School supply constraints and children's educational outcomes in rural Ghana," Journal of Development Economics, Elsevier, vol. 51(2), pages 291-314, December.
- Paul Glewwe & Hanan Jacoby, 1994. "Student Achievement and Schooling Choice in Low-Income Countries: Evidence from Ghana," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 843-864.
- Kingdon, Geeta Gandhi, 2005. "Where Has All the Bias Gone? Detecting Gender Bias in the Intrahousehold Allocation of Educational Expenditure," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 409-51, January.
- Arnott, Richard J & Gersovitz, Mark, 1986. "Social Welfare Underpinnings of Urban Bias and Unemployment," Economic Journal, Royal Economic Society, vol. 96(382), pages 413-24, June.
- Hashimoto, Keiji & Heath, Julia A., 1995. "Income elasticities of educational expenditure by income class: The case of Japanese households," Economics of Education Review, Elsevier, vol. 14(1), pages 63-71, March.
- Gertler, P. & Glewwe, P., 1989. "The Willingness To Pay For Education In Developing Countries," Papers 54, World Bank - Living Standards Measurement.
- Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
- McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-21, May.
- Majumdar, Sumon & Mani, Anandi & Mukand, Sharun W., 2004.
"Politics, information and the urban bias,"
Journal of Development Economics,
Elsevier, vol. 75(1), pages 137-165, October.
- Sumon Majumdar & Anandi Mani & Sharun W. Mukand, 2004. "Politics, Information and the Urban Bias," Discussion Papers Series, Department of Economics, Tufts University 0409, Department of Economics, Tufts University.
- Steven T. Yen & Andrew M. Jones, 1997. "Household Consumption of Cheese: An Inverse Hyperbolic Sine Double-Hurdle Model with Dependent Errors," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 246-251.
- Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
- F. L. Jones, 1983. "On Decomposing the Wage Gap: A Critical Comment on Blinder's Method," Journal of Human Resources, University of Wisconsin Press, vol. 18(1), pages 126-130.
- Glick, Peter & Sahn, David E., 1999. "Schooling of girls and boys in a West African country: the effects of parental education, income, and household structure," Economics of Education Review, Elsevier, vol. 19(1), pages 63-87, February.
- Behrman, Jere R & Pollak, Robert A & Taubman, Paul, 1986. "Do Parents Favor Boys?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(1), pages 33-54, February.
- Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
- Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," Journal of Economic Inequality, Springer, vol. 2(1), pages 3-10, April.
- Greene, William H, 1981. "On the Asymptotic Bias of the Ordinary Least Squares Estimator of the Tobit Model," Econometrica, Econometric Society, vol. 49(2), pages 505-13, March.
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