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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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- Carol Newman & Maeve Henchion & Alan Matthews, 2003.
"A double-hurdle model of Irish household expenditure on prepared meals,"
Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
- 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.
- Mukherjee, Sanjukta & Benson, Todd, 2003. "The Determinants of Poverty in Malawi, 1998," World Development, Elsevier, vol. 31(2), pages 339-358, February.
- 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 143-162, August.
- 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.
- Sven-Olov Daunfeldt & Jörgen Hellström, 2007. "Intra-household Allocation of Time to Household Production Activities: Evidence from Swedish Household Data," LABOUR, 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.
- Gertler, P. & Glewwe, P., 1989. "The Willingness To Pay For Education In Developing Countries," Papers 54, World Bank - Living Standards Measurement.
- 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.
- 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.
- Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 257-298 National Bureau of Economic Research, Inc.
- 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 1-39, July.
- Gary S. Becker & Nigel Tomes, "undated". "Human Capital and the Rise and Fall of Families," University of Chicago - Population Research Center 84-10, Chicago - Population Research Center.
- Leibowitz, Arleen, 1974. "Education and Home Production," American Economic Review, American Economic Association, vol. 64(2), pages 243-250, 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.
- 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, May.
- 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.
- Thomas Bauer & Mathias Sinning, 2010. "Blinder-Oaxaca decomposition for Tobit models," Applied Economics, Taylor & Francis Journals, vol. 42(12), pages 1569-1575.
- Bauer, Thomas & Sinning, Mathias, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," CEPR Discussion Papers 5309, C.E.P.R. Discussion Papers.
- 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 K. & Sinning, Mathias, 2005. "Blinder-Oaxaca Decomposition for Tobit Models," RWI Discussion Papers 32, RWI - Leibniz-Institut für Wirtschaftsforschung.
- 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.
- 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 679-685, 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 318-321, May.
- 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.
- 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.
- 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.
- Ribar, D.C., 1991. "A Multinomial Logit Analysis of Teenage Fertility and High School Completion," Papers 5-91-1, Pennsylvania State - 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.
- 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.
- 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.
- Arnott, Richard J & Gersovitz, Mark, 1986. "Social Welfare Underpinnings of Urban Bias and Unemployment," Economic Journal, Royal Economic Society, vol. 96(382), pages 413-424, June.
- 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 347-367, May.
- 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.
- Blundell, Richard & Meghir, Costas, 1987. "Bivariate alternatives to the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 179-200.
- 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.
- 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.
- Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-180, February.
- 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.
- Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
- 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.
- 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 505-513, March.
- 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 211-256, May.
- 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 409-451, January.
- 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.
- 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.
- 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.
- Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
- 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.
- Yen, Steven & Jensen, Helen H., 1996. "Determinants of Household Expenditures on Alcohol," Staff General Research Papers Archive 927, Iowa State University, Department of Economics.
- 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.
- 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. Full references (including those not matched with items on IDEAS)
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