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Global estimates of growth–inequality–poverty (GIP) triangle: evidence from World Bank’s classification countries

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Abstract

This study extended the concept of ‘growth–inequality–poverty (GIP) triangle’ by using the principle component approach which allows us to composite different poverty and inequality indicators into one single index that contains most of the useful information from the original dataset. Using the idea of GIP triangle, this study examines the long-run relationship among weighted poverty index (which comprises headcount ratio, poverty gap and squared poverty gap); weighted inequality index (i.e., Watts Index, Gini Index and MLD Index) and average monthly per capita income in the designated 138 countries according to World Bank’s classification over a period of 2005–2010. The data set mainly contain countries’ unit record household survey at least one which is conducted between the countries during the sample period. The regression model encompassing the impact of economic growth and income inequality on poverty reflects that income inequality increases poverty while economic growth decreases poverty. It indicates that the impact of inequality in increasing poverty is a somewhat greater than that of growth in average income in reducing overall poverty in a sample countries. The other regression model encompassing the impact of economic growth and poverty on income inequality showed that the poverty itself is also likely to be a barrier for poverty reduction; and inequality seems to predict lower future growth rates. The final regression model depicting the impact of poverty and income inequality on mean income of the household suggests that poverty itself reduces mean income of the household while income inequality increases economic growth. The results are interesting and simply suggest that whenever social institutions malfunction, the incidence of damage would usually be distributed unevenly over the society’s members.

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References

  • Ahluwalia, M.S.: Inequality, poverty and development. J. Dev. Econ. 3(4), 307–342 (1976)

    Article  Google Scholar 

  • Anand, S., Kanbur, S.M.R.: Inequality and development: a critique. J. Dev. Econ. 41(1), 19–43 (1993)

    Article  Google Scholar 

  • Asteriou, D., Hall, S.G.: Applied Econometrics: A Modern Approach Using EViews and Microfit (Revised Edition). Palgrave Macmillan, New York (2007)

  • Bokhari, A.: Economic Growth and Poverty. Dawn News. http://dawn.com/2013/04/01/economic-growth-and-poverty/ (2013). Accessed 15 December 2012

  • Bourguignon, F.: The Poverty–Growth–Inequality Triangle. Working Papers No. 125. Indian Council for Research on International Economic Relations, New Delhi, India. http://www.icrier.org/pdf/wp125.pdf (2004). Accessed 1 June 2012

  • Chemli, L., Smida, M.: Interaction between poverty, growth, and inequality during the crisis: a panel data study. Int. J. Econ. Finance 5(5), 120–130 (2013)

    Article  Google Scholar 

  • Datt, G., Ravallion, M.: Growth and redistribution components of changes in poverty measures: a decomposition analysis with application to Brazil and India in the 1980s. J. Dev. Econ. 38(2), 275–295 (1992)

    Article  Google Scholar 

  • Deininger, K., Squire, L.: A new data set measuring income inequality. World Bank Econ. Rev. 10(3), 565–591 (1996)

    Article  Google Scholar 

  • Deininger, K., Squire, L.: New ways of looking at old issues: inequality and growth. J. Dev. Econ. 57(2), 259–287 (1998)

    Article  Google Scholar 

  • Dollar, D., Kraay, A.: Growth is Good for the Poor. Policy Research Working Paper 2587, p. 50. World Bank, Washington, D.C. (2001)

  • Grigoryan, A.: The Impact of Mining Sector on Growth, Inequality, and Poverty: Evidence from Armenia. American University of Armenia. http://newsroom.aua.am/files/2013/04/mining_grigoryan.pdf (2013). Accessed 21 January 2013

  • Gujarati, D.: Basic Econ., 4th edn. McGraw-Hill, New York (2003)

    Google Scholar 

  • Haq, R., Zia, U.: Does Governance Contribute to Pro-poor Growth? Evidence from Pakistan. PIDE Working Papers 2009, p. 52. Pakistan Institute of Development Economics, Islamabad, Pakistan (2009)

  • Hull, K.: Understanding the Relationship Between Economic Growth, Employment and Poverty Reduction. Promoting Pro-poor Growth: Employment. OECD 2009. http://www.oecd.org/dac/povertyreduction/43280288.pdf (2009). Accessed 7 May 2013

  • Iradian, G.: Inequality, Poverty, and Growth: Cross-Country Evidence. IMF Working Paper WP/05/28. http://www.imf.org/external/pubs/ft/wp/2005/wp0528.pdf (2005). Accessed 15 February 2013

  • Kakwani, N.: On a class of poverty measures. Econometrica 48(2), 437–446 (1993)

    Article  Google Scholar 

  • Kakwani, N., Pernia, E.: What is pro-poor growth. Asian Dev. Rev. 16(1), 1–22 (2000)

    Google Scholar 

  • Kakwani, N., Son, H.H.: Pro-poor Growth: Concept, Measurement, and Application. Unpublished mimeo, University of New South Wales, Sydney (2002)

  • Kakwani, N., Son, H.H.: Pro-poor growth: concepts and measurement with country case studies. Pak. Dev. Rev. 42(4 Part I), 417–444 (2004)

    Google Scholar 

  • Kakwani, N., Son, H.H.: Poverty equivalent growth rate. Rev. Income Wealth 54(4), 643–655 (2008)

    Google Scholar 

  • Kakwani, N., Neri, M., Son, H.H.: Linkages between pro-poor growth, social programs and labor market: the recent Brazilian experience. World Dev. 38(6), 881–894 (2010)

    Google Scholar 

  • Kim, Y.J., Terada-Hagiwara, A.: A survey on the relationship between education and growth with implications for developing Asia. J. Int. Commer. Econ. Policy 4(1), 1–21 (2013) doi:10.1142/S1793993313500051

    Google Scholar 

  • Klasen, S.: In Search of The Holy Grail: How to Achieve Pro-Poor Growth? Annual World Bank Conference on Development Economics–Europe 2003. The International Bank for Reconstruction and Development/The World Bank, Washington, D.C. (2004)

  • Klasen, S.: Determinants of Pro-poor Growth, Chap. 13. IFPRI Publications, Washington, D.C. (2009)

  • Knowles, S.: Inequality and Economic Growth: The Empirical Relationship Reconsidered in the Light of Comparable Data, mimeo (2001)

  • Kraay, A.: When is Growth Pro-poor: Evidence form a Panel of Countries. World Bank, mimeo (2004)

  • Kurita, K., Kurosaki, T.: Dynamics of Growth, Poverty, and Inequality-Panel Analysis of Regional Data from the Philippines and Thailand. World Institute for Development Economics Research, United Nations University, Helsinki. http://www.ifw-kiel.de/konfer/2007/pegnet07/kurita_kurosaki.pdf (2007). Accessed 27 March 2013

  • Kuznets, S.: Economic growth and income inequality. Am. Econ. Rev. 45(1), 1–28 (1955)

    Google Scholar 

  • Le, H.Q.: The Linkages between Growth, Poverty and Inequality in Vietnam: An Empirical Analysis. Development and Policies Research Center (DEPOCEN). Vietnams Working Papers 06. http://depocenwp.org/modules/download/index.php?id=80 (2008). Accessed 17 April 2013

  • Lewis, W.A.: Economic development with unlimited supplies of labour. Manch Sch. 22, 139–191 (1954)

    Article  Google Scholar 

  • Lopez, J. H.: Pro-poor Growth: A Review of What We Know (and of What We Don’t). The World Bank Group. http://siteresources.worldbank.org/INTPGI/Resources/15163_ppg_review.pdf (2004). Accessed 17 September 2012

  • Lopez, J.H., Serven, L.: A Normal Relationship? Poverty, Growth, and Inequality. Working Paper Series No: 3814. World Bank, Washington D.C. (2008)

  • Maddala, G.: Introduction to Econometrics, 3rd edn. Wiley, West Sussex (2001)

    Google Scholar 

  • Malinen, T.: Inequality and growth: another look with a new measure and method. J. Int. Dev. 25(1), 122–138 (2013)

    Article  Google Scholar 

  • McCulloch, N., Baulch, B.: Simulating the impact of policy upon chronic and transitory poverty in rural Pakistan. J. Dev. Stud. 36(6), 100–130 (2000)

    Article  Google Scholar 

  • Naschold, F.: Why Inequality Matters for Poverty? Briefing Paper No. 2 (2 of 3). http://www.odi.org.uk/sites/odi.org.uk/files/odi-assets/publications-opinion-files/3876.pdf (2002). Accessed 15 April 2013

  • OECD: Economic Growth and Poverty Reduction: Measurement and Policy Issues. OECD Development Centre, Working Paper No. 246. Paris (2005)

  • OECD: Growing Unequal? : Income Distribution and Poverty in OECD Countries. OECD, Paris. http://www.oecd.org/els/soc/41527936.pdf (2008). Accessed 9 May 2013

  • Oshima, H.: International comparison of size distribution of family incomes with special references to Asia. Rev. Econ. Stat. 44, 439–445 (1962)

    Article  Google Scholar 

  • Ravallion, M.: Growth and poverty: evidence for developing countries in the 1980s. Econ. Lett. 48(3 &4), 411–417 (1995)

    Article  Google Scholar 

  • Ravallion, M.: Inequality is bad for the poor. In: Micklewright, J., Jenkins, S. (eds.) Inequality and poverty re-examined, pp. 1–8. Oxford University Press, Oxford (2007)

  • Ravallion, M., Chen, S.: What can new survey data tell us about recent changes in distribution and poverty? World Bank Econ. Rev. 11(2), 357–382 (1997)

    Google Scholar 

  • Ravallion, M., Chen, S.: Measuring pro-poor growth. Econ. Lett. 78(1), 93–99 (2003)

    Article  Google Scholar 

  • Robinson, S.: Sources of growth in less developed countries. Q. J. Econ. 85(3), 391–408 (1976)

    Article  Google Scholar 

  • Solow, R.M.: Poverty and economic growth, pp. 3–5. http://www.irp.wisc.edu/publications/focus/pdfs/foc123a.pdf (1959). Accessed 10 May 2013

  • Son, H.H.: A note on pro-poor growth. Econ. Lett. 82(3), 307–314 (2004)

    Google Scholar 

  • Son, H.H., Kakwani, N.: Global Estimates of Pro-poor Growth. Working Paper 31. International Poverty Centre (IPC), UNDP, Brazil. http://www.ipc-undp.org/pub/IPCWorkingPaper31.pdf (2006). Accessed 10 May 2013

  • Ssewanyana, S.N.: Growth, Inequality, Cash Transfers and Poverty in Uganda. International Policy Centre for Inclusive Growth. United Nations Development Programme, Brazil.http://www.ipc-undp.org/pub/IPCCountryStudy19.pdf (2009). Accessed 15 January 2013

  • Stevans, L.K., Sessions, D.N.: The Relationship Between Poverty, Economic Growth, and Inequality Revisited. Zarb School of Business, Hempstead. http://128.118.178.162/eps/ge/papers/0502/0502002.pdf (2002). Accessed 7 May 2013

  • Thorbecke, E.: The interrelationship linking growth, inequality and poverty in sub-Saharan Africa. J Afr. Econ. 22(1), i15–i48 (2013). doi:10.1093/jae/ejs028

    Article  Google Scholar 

  • UNFPA: Linking Population, Poverty and Development: Reducing Poverty and Achieving Sustainable Development. http://www.unfpa.org/pds/poverty.html (2009). Accessed 15 February 2013

  • UNU-WIDER: Rising Income Inequality and Poverty Reduction: Are They Compatible? UNU-WIDER, Helsinki. http://www.wider.unu.edu/research/projects-by-theme/poverty-inequality/en_GB/rising-income-inequality/ (1998). Accessed on 17 April 2013

  • White, H.: A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity. Econometrica 48, 817–838 (1980)

    Article  Google Scholar 

  • Whitfield, L.: Pro-poor Growth: A Review of Contemporary Debates. Elites, Production and Poverty Research Program (first paper in the series). http://www.diis.dk/graphics/Subweb/Elites_production_and_poverty/Review%20of%20PPG%20final%20draft%20%282%29.pdf (2008). Accessed on 15 January 2013

  • World Bank: Attacking Poverty: World Development Report, 2000/ 2001. Oxford University Press, New York (2001)

    Book  Google Scholar 

  • World Bank: PovcalNet—An Online Poverty Analysis Tool. The World Bank Group. http://iresearch.worldbank.org/PovcalNet/index.htm?3 (2012). Accessed on 17 January 2013

  • Zaman, K., Khan, M.M., Ahmad, M.: The relationship between foreign direct investment and pro-poor growth policies in Pakistan: the new interface. Econ. Model. 29(4), 1220–1227 (2012)

    Google Scholar 

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Correspondence to Khalid Zaman.

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Khan, M.A., Khan, M.Z., Zaman, K. et al. Global estimates of growth–inequality–poverty (GIP) triangle: evidence from World Bank’s classification countries. Qual Quant 48, 2631–2646 (2014). https://doi.org/10.1007/s11135-013-9912-7

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