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Does Government Spending Affect Income Poverty? A Meta-regression Analysis

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  • Anderson, Edward
  • d'Orey, Maria Ana Jalles
  • Duvendack, Maren
  • Esposito, Lucio

Abstract

This paper presents the results of a meta-regression analysis of the relationship between government spending and income poverty, with a focus on low- and middle-income countries. Through a comprehensive search and screening process, we identify a total of 19 cross-country econometric studies containing 169 estimates of this relationship. We find that the size and direction of the estimated relationship are affected by a range of factors, most notably the composition of the sample used for estimation, the control variables included in the regression model, and the type of government spending. Overall, we find no clear evidence that higher government spending has played a significant role in reducing income poverty in low- and middle-income countries. This is consistent with the view that fiscal policy plays a much more limited redistributive role in developing countries, in comparison with OECD countries. In addition, we find that the relationship between government spending and poverty is on average less negative for countries in Sub-Saharan Africa, and more negative for countries in Eastern Europe and Central Asia, compared to other regions. We also find that the relationship is less negative for government consumption spending, in comparison with other sectors. Finally, we find some evidence indicating the possibility of publication bias.

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  • Anderson, Edward & d'Orey, Maria Ana Jalles & Duvendack, Maren & Esposito, Lucio, 2018. "Does Government Spending Affect Income Poverty? A Meta-regression Analysis," World Development, Elsevier, vol. 103(C), pages 60-71.
  • Handle: RePEc:eee:wdevel:v:103:y:2018:i:c:p:60-71
    DOI: 10.1016/j.worlddev.2017.10.006
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    1. Stefano Paternostro & Anand Rajaram & Erwin R. Tiongson, 2007. "How Does the Composition of Public Spending Matter?," Oxford Development Studies, Taylor & Francis Journals, vol. 35(1), pages 47-82.
    2. Edward Anderson & Maria Ana Jalles D'Orey & Maren Duvendack & Lucio Esposito, 2017. "Does Government Spending Affect Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(4), pages 961-987, September.
    3. Yoshida, Nobuo & Uematsu, Hiroki & Sobrado, Carlos E., 2014. "Is extreme poverty going to end ? an analytical framework to evaluate progress in ending extreme poverty," Policy Research Working Paper Series 6740, The World Bank.
    4. Kiendrebeogo, Youssouf & Assimaidou, Kossi & Tall, Abdoulaye, 2017. "Social protection for poverty reduction in times of crisis," Journal of Policy Modeling, Elsevier, vol. 39(6), pages 1163-1183.
    5. Bergh, Andreas & Nilsson, Therese, 2011. "Globalization and Absolute Poverty – A Panel Data Study," Working Paper Series 862, Research Institute of Industrial Economics.
    6. Iršová, Zuzana & Havránek, Tomáš, 2013. "Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis," World Development, Elsevier, vol. 42(C), pages 1-15.
    7. Shaohua Chen & Martin Ravallion, 2010. "The Developing World is Poorer than We Thought, But No Less Successful in the Fight Against Poverty," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1577-1625.
    8. Edward Anderson & Maria Ana Jalles d’Orey & Maren Duvendack & Lucio Esposito, 2015. "The impact of government policies on income inequality and the translation of growth into income poverty reduction: protocol for two systematic reviews," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 7(4), pages 484-498, December.
    9. Zhuang, Juzhong & Kanbur, Ravi & Rhee, Changyong, 2014. "Rising Inequality in Asia and Policy Implications," Working Papers 180123, Cornell University, Department of Applied Economics and Management.
    10. Fabrizio Carmignani, 2011. "The Making of Pro‐Poor Growth," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(5), pages 656-684, November.
    11. Nora Lustig, 2015. "The Redistributive Impactive of Government Spending on Education and Health Evidence from Thirteen Developing Countries in the Commitment to Equity Project," Commitment to Equity (CEQ) Working Paper Series 1330, Tulane University, Department of Economics.
    12. Goñi, Edwin & Humberto López, J. & Servén, Luis, 2011. "Fiscal Redistribution and Income Inequality in Latin America," World Development, Elsevier, vol. 39(9), pages 1558-1569, September.
    13. T. D. Stanley, 2008. "Meta‐Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(1), pages 103-127, February.
    14. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    15. International Monetary Fund, 2002. "Financial Crises, Poverty, and Income Distribution," IMF Working Papers 2002/004, International Monetary Fund.
    16. Son, Hyun H. & Kakwani, Nanak, 2008. "Global Estimates of Pro-Poor Growth," World Development, Elsevier, vol. 36(6), pages 1048-1066, June.
    17. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588.
    18. Datt, Gaurav & Ravallion, Martin, 1992. "Growth and redistribution components of changes in poverty measures : A decomposition with applications to Brazil and India in the 1980s," Journal of Development Economics, Elsevier, vol. 38(2), pages 275-295, April.
    19. Sahn, David E & Alderman, Harold, 1996. "The Effect of Food Subsidies on Labor Supply in Sri Lanka," Economic Development and Cultural Change, University of Chicago Press, vol. 45(1), pages 125-145, October.
    20. Mitja ÄŒok & Ivica Urban & Miroslav VerbiÄ, 2013. "Income Redistribution through Taxes and Social Benefits: The Case of Slovenia and Croatia," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 60(5), pages 667-686, September.
    21. Rajkumar, Andrew Sunil & Swaroop, Vinaya, 2008. "Public spending and outcomes: Does governance matter?," Journal of Development Economics, Elsevier, vol. 86(1), pages 96-111, April.
    22. Kraay, Aart, 2006. "When is growth pro-poor? Evidence from a panel of countries," Journal of Development Economics, Elsevier, vol. 80(1), pages 198-227, June.
    23. Mr. Murtaza H Syed & Mr. Ravi Balakrishnan & Mr. Chad Steinberg, 2013. "The Elusive Quest for Inclusive Growth: Growth, Poverty, and Inequality in Asia," IMF Working Papers 2013/152, International Monetary Fund.
    24. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost Heckemeyer & Robert Johnston & Patrice Laroche & Jon Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall Rosenberger & Katja Rost, 2013. "Meta-analysis of economics research reporting guidelines," Post-Print hal-02137661, HAL.
    25. Gupta, Sanjeev & Verhoeven, Marijn, 2001. "The efficiency of government expenditure: experiences from Africa," Journal of Policy Modeling, Elsevier, vol. 23(4), pages 433-467, May.
    26. Stephan Klasen, 2003. "In Search of The Holy Grail: How to Achieve Pro-Poor Growth ?," Ibero America Institute for Econ. Research (IAI) Discussion Papers 096, Ibero-America Institute for Economic Research.
    27. Cox, Donald & Hansen, Bruce E. & Jimenez, Emmanuel, 2004. "How responsive are private transfers to income? Evidence from a laissez-faire economy," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2193-2219, August.
    28. Sanjeev Gupta & Marijn Verhoeven & Erwin R. Tiongson, 2003. "Public spending on health care and the poor," Health Economics, John Wiley & Sons, Ltd., vol. 12(8), pages 685-696, August.
    29. Udaya R. Wagle, 2012. "The economic footing of the global poor, 1980–2005: The roles of economic growth, openness and political institutions," Journal of International Development, John Wiley & Sons, Ltd., vol. 24, pages 173-197, January.
    30. Hristos Doucouliagos & Martin Paldam, 2009. "The Aid Effectiveness Literature: The Sad Results Of 40 Years Of Research," Journal of Economic Surveys, Wiley Blackwell, vol. 23(3), pages 433-461, July.
    31. Easterly, William & Fischer, Stanley, 2001. "Inflation and the Poor," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(2), pages 160-178, May.
    32. Nora Lustig & Carola Pessino & John Scott, 2014. "The Impact of Taxes and Social Spending on Inequality and Poverty in Argentina, Bolivia, Brazil, Mexico, Peru, and Uruguay: Introduction to the Special Issue," Public Finance Review, , vol. 42(3), pages 287-303, May.
    33. Daniel Kaufmann & Aart Kraay & Massimo Mastruzzi, 2004. "Governance Matters III: Governance Indicators for 1996, 1998, 2000, and 2002," World Bank Economic Review, World Bank Group, vol. 18(2), pages 253-287.
    34. Xavier Sala-i-Martin, 2006. "The World Distribution of Income: Falling Poverty and … Convergence, Period," The Quarterly Journal of Economics, Oxford University Press, vol. 121(2), pages 351-397.
    35. Megan Linde Leonard & T. D. Stanley & Hristos Doucouliagos, 2014. "Does the UK Minimum Wage Reduce Employment? A Meta-Regression Analysis," British Journal of Industrial Relations, London School of Economics, vol. 52(3), pages 499-520, September.
    36. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    37. Nora Lustig, 2015. "The Redistributive Impactive of Government Spending on Education and Health Evidence from Thirteen Developing Countries in the Commitment to Equity Project," Commitment to Equity (CEQ) Working Paper Series 30, Tulane University, Department of Economics.
    38. Lakner,Christoph & Negre Rossignoli,Mario & Prydz,Espen Beer & Lakner,Christoph & Negre Rossignoli,Mario & Prydz,Espen Beer, 2014. "Twinning the goals : how can promoting shared prosperity help to reduce global poverty ?," Policy Research Working Paper Series 7106, The World Bank.
    39. Francesca Bastagli & David Coady & Sanjeev Gupta, 2012. "Income Inequality and Fiscal Policy (2nd Edition)," IMF Staff Discussion Notes 12/08R, International Monetary Fund.
    40. T.D. Stanley & Hristos Doucouliagos & Margaret Giles & Jost H. Heckemeyer & Robert J. Johnston & Patrice Laroche & Jon P. Nelson & Martin Paldam & Jacques Poot & Geoff Pugh & Randall S. Rosenberger & , 2013. "Meta-Analysis Of Economics Research Reporting Guidelines," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 390-394, April.
    41. Arjan Verschoor & Adriaan Kalwij, 2006. "Aid, social policies and pro-poor growth," Journal of International Development, John Wiley & Sons, Ltd., vol. 18(4), pages 519-532.
    42. Huck-ju Kwon & Eunju Kim, 2014. "Poverty Reduction and Good Governance: Examining the Rationale of the Millennium Development Goals," Development and Change, International Institute of Social Studies, vol. 45(2), pages 353-375, March.
    43. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    44. Mr. David Coady & Mr. Sanjeev Gupta, 2012. "Income Inequality and Fiscal Policy," IMF Staff Discussion Notes 2012/008, International Monetary Fund.
    45. Paul Mosley & John Hudson & Arjan Verschoor, 2004. "Aid, Poverty Reduction and the 'New Conditionality'," Economic Journal, Royal Economic Society, vol. 114(496), pages 217-243, June.
    46. Bourguignon, Francois & Fields, Gary, 1997. "Discontinuous losses from poverty, generalized P[alpha] measures, and optimal transfers to the poor," Journal of Public Economics, Elsevier, vol. 63(2), pages 155-175, January.
    47. Baldacci, Emanuele & Clements, Benedict & Gupta, Sanjeev & Cui, Qiang, 2008. "Social Spending, Human Capital, and Growth in Developing Countries," World Development, Elsevier, vol. 36(8), pages 1317-1341, August.
    48. Abdul Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Does Education Reduce Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 301-316, April.
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    income poverty; government spending; meta-regression analysis; pro-poor growth; fiscal policy;
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