Rural-Urban Differences in Parental Spending on Children’s Primary Education in Malawi
The 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 influence 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 di¤erences 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 di¤erence 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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- Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
- 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.
- 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.
- 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.
- Lazear, Edward P. & Michael, Robert T., 1988. "Allocation of Income within the Household," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226469669, February.
- 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.
- 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.
- 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.
- 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.
- 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.
- Bauer, Thomas K. & Sinning, Mathias, 2005.
"Blinder-Oaxaca Decomposition for Tobit Models,"
RWI Discussion Papers
32, RWI - Leibniz-Institut für Wirtschaftsforschung.
- Bauer, Thomas K. & Sinning, Mathias, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," IZA Discussion Papers 1795, Institute for the Study of Labor (IZA).
- Bauer, Thomas & Sinning, Mathias, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," CEPR Discussion Papers 5309, C.E.P.R. Discussion Papers.
- 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.
- 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.
- Helen H. Jensen & Steven T. Yen, 1996. "Food Expenditures Away From Home by Type of Meal," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 44(1), pages 67-80, 03.
- 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.
- 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.
- 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.
- Leibowitz, Arleen, 1974. "Education and Home Production," American Economic Review, American Economic Association, vol. 64(2), pages 243-50, May.
- 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.
- 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.
- Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
- 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.
- Mukherjee, Sanjukta & Benson, Todd, 2003. "The Determinants of Poverty in Malawi, 1998," World Development, Elsevier, vol. 31(2), pages 339-358, February.
- 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.
- Anne Case & Angus Deaton, 1999. "School Inputs and Educational Outcomes in South Africa," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 1047-1084.
- 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.
- Gary S. Becker & Nigel Tomes, 1994.
"Human Capital and the Rise and Fall of Families,"
in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 257-298
National Bureau of Economic Research, Inc.
- 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.
- 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.
- 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.
- Deaton, Angus S, 1989. "Looking for Boy-Girl Discrimination in Household Expenditure Data," World Bank Economic Review, World Bank Group, vol. 3(1), pages 1-15, January.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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," Umeå Economic Studies 555, Umeå University, Department of Economics.
- 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.
- Gertler, P. & Glewwe, P., 1989. "The Willingness To Pay For Education In Developing Countries," Papers 54, World Bank - Living Standards Measurement.
- Hentschel, J. & Lanjouw, P., 1996. "Constructing an Indicator of Consumption for the Analysis of Poverty. Principles and Illustrations with Reference to Ecuador," Papers 127, World Bank - Living Standards Measurement.
- 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.
- 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.
- Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-80, February.
- 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.
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