Poverty Risk, Inequality Decomposition and Educational Level of Household Heads

Authors

Department of Economics, Tarbiat Modares University, Tehran, Iran

Abstract

This study aims to investigate poverty risk and inequality decomposition based on the education level of Iranian urban household heads in 2017. A logistic regression model is estimated with the poverty status of households as a dependent variable, a set of control variables (gender and age), and the education level of household heads as explanatory variables. We also use the Gini decomposition as appropriate inequality decomposition for selected provinces. These provinces are categorized based on whether they are deprived or non-deprived provinces using the Council of Ministers guidelines. The findings show that the poverty risk of families in both deprived and non-deprived provinces as well as the country as a whole decrease when the education level of the household head increases. The marginal effect of the first level of education is higher than other levels. Therefore, one can conclude that Iran is more similar to less developed countries. We also show that being a male household head reduces the poverty risk of families in Iran, but the gender of household heads has no significant effect in the selected provinces. In addition, the poverty risk in higher age groups is lower than that of other age groups. Based on the Gini decomposition reports, the highest level of inequality is observed in Sistan and Baloochestan province which suffers from the highest level of unemployment and illiteracy rates in Iran. Finally, inequality decomposition confirms the crucial role of education in explaining inequality.
 

Keywords

References

Akita, T., Kurniawan, P. A., & Miyata, S. (2011). Structural Changes and Regional Income Inequality in Indonesia: A Bidimensional Decomposition Analysis. Asian Economic Journal, 25(1), 55–77.
Alborz, M., Eftekhari, S., & Ganjali, M. (2009). Determinant Factors of Poverty Risk Using Multinomial Logistic Regression. Social Welfare, 6(24), 125–139.
Attanasio, O. P., & Pistaferri, L. (2016). Consumption Inequality. Journal of Economic Perspective, 30(2), 3–28.
Attanasio, O., & Pistaferri, L. (2014). Consumption Inequality Over the Last Half Century: Some Evidence Using the New PSID Consumption Measure. The American Economic Review, 104(5), 122–126.
Banerjee, A. V., & Duflo, E. (2003). Inequality and Growth: What Can the Data Say? Journal of Economic Growth, 8(3), 267–299.
Barro, R. J. (2000). Inequality and Growth in a Panel of Countries. Journal of Economic Growth, 5(1), 5–32.
Berg, A., Ostry, J. D., Tsangarides, C. G., & Yakhshilikov, Y. (2018). Redistribution, Inequality, and Growth: New Evidence. Journal of Economic Growth, 23(3), 259–305.
Berg, A., Ostry, J. D., & Zettelmeyer, J. (2012). What Makes Growth Sustained? Journal of Development Economics, 98(2), 149–166.
Bilenkisi, F., Sami Gungor, M., & Tapsin, G. (2015). The Impact of Household Heads ’ Education Levels on the Poverty Risk : The Evidence from Turkey. Educational Sciences: Theory & Practice, 15(2), 337–348.
Chen, G., Glasmeier, A. K., Zhang, M., & Shao, Y. (2016). Urbanization and Income Inequality in Post-Reform China: A Causal Analysis Based on Time Series Data. PLOS ONE, Retrieved from https://doi.org/10.1371/journal.pone.0158826
Chongvilaivan, A., & Kim, J. (2015). Individual Income Inequality and Its Drivers in Indonesia: A Theil Decomposition Reassessment. Social Indicators Research, 126(1), 1–33.
Conard, E. (2016). The Upside of Inequality: How Good Intentions Undermine the Middle Class. London: Penguin Publishing Group.
Easterly, W. (2007). Inequality Does Cause Underdevelopment: Insights from a New Instrument. Journal of Development Economics, 84(2), 755–776.
Forbes, K. J. (2000). A Reassessment of the Relationship between Inequality and Growth. American Economic Review, 90(4), 869–887.
Gemmell, N. (1996). Evaluating the Impacts of Human Capital Stocks and Accumulation on Economic Growth: Some New Evidence. Oxford Bulletin of Economics and Statistics, 58(1), 9–28.
Green, W. H. (2008). Econometric Analysis. New Jersey: Pearson Education, Inc.
Hayashi, M., Kataoka, M., & Akita, T. (2014). Expenditure Inequality in Indonesia, 2008–2010: A Spatial Decomposition Analysis and the Role of Education. Asian Economic Journal, 28(4), 389–411.
Heshmati, A., Maasoumi, E., & Wan, G. (2019). An Analysis of the Determinants of Household Consumption Expenditure and Poverty in India. Economies, 7(96), 1–27.
Households Income and Expenditure Survey (HIES). (2019). Retrieved May 15, 2019, from https://www.amar.org.ir/english/Metadata/Statistical-Survey/Household-Expenditure-and-Income
Kaldor, N. (1957). A Model of Economic Growth. The Economic Journal, 67(268), 591–624.
Lazear, E. P., & Rosen, S. (1981). Rank-Order Tournaments as Optimum Labor Contracts. Journal of Political Economy, 89(5), 841–864.
Mohamadzade, P., Falahi, F., & Hekmatifarid, S. (2013). Analysing Poverty and Factors Affecting it in Urban Household in Iran. Modeling Economic Research, 2(1), 41–63.
Molini, V., & Wan, G. (2008). Discovering Sources of Inequality in Transition Economies: A Case Study of Rural Vietnam. Economic Change and Restructuring, 41(1), 75–96.
Mussard, S., Seyte, F., & Terraza, M. (2003). Decomposition of Gini and the Generalized Entropy Inequality Measures. Economics Bulletin, 4(7), 1–6.
Najarzadeh, R., Keikha, A., & Heydari, H. (2021). Dynamics of Consumption Distribution and Economic Fluctuations. Econ Change Restruct, 54, 847–876.
Nguyen, G. (2018). Changes in the Distribution of Household Consumption in Southeast Asia. Economic Change and Restructuring, Retrieved from https://doi.org/10.1007/s10644-018-9236-7
Noormohamadi, M., & Hazeri, H. (2012). Factor Related to Urban Poverty in Iran During 1985 to 2007. Social Welfare, 11(40), 367–400.
Pieters, J. (2011). Education and Household Inequality Change: A Decomposition Analysis for India. Journal of Development Studies, 47(12), 1909–1924.
Thu Le, H., & Booth, A. L. (2014). Inequality in Vietnamese Urban–Rural Living Standards, 1993–2006. Review of Income and Wealth, 60(4), 862–886.
Vahid, F., & Maitra, P. (2006). The Effect of Household Characteristics on Living Standards in South Africa 1993-1998: A Quantile Regression Analysis with Sample Attrition. Journal of Applied Econometrics, 21, 999–1018.
van der Berg, S. (2008). How Effective are Poor Schools? Poverty and Educational Outcomes in South Africa. Studies in Educational Evaluation, 34(3), 145–154.
Wooldridge, M. J. (2013). Introductory Econometrics: A Modern Approach (5th). Mason: South-Western, Cengage Learning.
Yu, L., Hou, X., Gao, M., & Shi, P. (2010). Assessment of Coastal Zone Sustainable Development: A Case Study of Yantai, China. Ecological Indicators, 10(6), 1218–1225.
Iranian Economic Review
Volume 26, Issue 1
March 2022
Pages 147-159

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