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Linkages between income inequality, international remittances and economic growth in Pakistan

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Abstract

This paper explores the dynamic linkages between income inequality, international remittances and economic growth using time series data over the period of 1976–2006 in case of Pakistan. The cointegration analysis based on the bounds test confirms the existence of a long-run relationship between income inequality, international remittances and economic growth. Our results reveal that income inequality and international remittances enhance economic growth. The causality analysis based on innovative accounting approach shows bidirectional causal relationship between income inequality and economic growth and same is true for international remittances and income inequality. International remittances are cause of economic growth but not vice versa. Although we find support for Kuznets hypothesis but Pakistan is yet to benefit, in terms of reducing the gaps of income inequality, from the international flow of remittances and economic growth. The paper argues that, from a policy perspective, there is an urgent need for policy makers in Pakistan to reduce the widening gap of income inequality by focusing on income redistribution policies and to go beyond the traditional factors in balancing income inequality.

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Notes

  1. Remittance income refers to regular cash payments received from household members working outside the community for periods of 6 months or more (Lerman and Feldman 1998).

  2. Scholars attempt to mitigate the endogeneity problem using the instrumental variable methods. However, it is a well-known fact that finding valid variables as the instrument is difficult and always leads spurious results (Herzer and Vollmer 2012).

  3. Previous studies (e.g. Meschi and Vivarelli 2009) use GDP and GDP squared terms to test the Kuznets hypothesis.

  4. Some uses economic growth models while others use fixed effect panel estimates.

  5. Studies using homogeneous panel estimators produces inconsistent and misleading estimates of the average values of the parameters in dynamic models (Herzer and Vollmer 2012)

  6. The study on the effect of inequality on economic growth can be traced back to Kaldor (1960) and Kalecki (1971).

  7. Partridge (2005) also reported positive impact of income inequality on economic growth using state-level data in case of USA.

  8. We consider only a trivariate model in this paper. Inclusion of more variables such as financial development, trade and government spending may potentially lead to more problems. And, with short span of data series it may also affect the degree of freedom.

  9. The data on Gini-coefficient has restricted for selected time period.

  10. Dummy variables in base on finings of Clemente et al. (1998) unit root test accommodating single unknown structural break in the time series.

  11. The critical values are more appropriate for small sample studies (e.g. 30 sample size).

  12. The structural break in income inequality series is outcome of the implementation of a medium term structural adjustment in Pakistan during 1987–1988. The structural break in foreign remittances is linked with general elections were held in 1988 and country received $10.8 billion dollars of foreign remittances. The structural break in economic growth was outcome of Pakistan’s involvement in Afghanistan’s war with Russia. This led bulk amount of immigrants from Afghanistan which has adversely affected economic growth of Pakistan. Now-a-days terrorism is the gift of that collation.

  13. The CUSUMsq graph shows structural break in 1998–1999 indicating the atomic explosion of Pakistan and then collapse of Nawaz government.

  14. Based on World Bank’s income categorization

  15. The small effect of remittance may also be due the informal transfer of remittance that this study fails to capture. This study only includes the official transaction income remittance.

References

  • Acharya, C.P., Leon-Gonzalez, R.: The Impact of Remittance on Poverty and Inequality: A Micro-simulation Study for Nepal, pp. 106–8677. National Graduate Institute for Policy Studies, Tokyo (2012)

  • Acosta, P., Calderón, C., Fajnzylber, P., López, H.: Remittances and development in Latin America. World Econ. 29, 957–987 (2006)

    Article  Google Scholar 

  • Acosta, P., Calderón, C., Fajnzylber, P., Lopez, H.: What is the impact of international remittances on poverty and inequality in Latin America? World Dev. 36(1), 89–114 (2008)

    Article  Google Scholar 

  • Adams, R.: Workers remittances and inequality in rural Egypt. Econ. Dev. Cult. Change 38(1), 45–71 (1989)

    Article  Google Scholar 

  • Adams, R.: The impact of migration and remittances on inequality in Rural Pakistan. Pak. Dev. Rev. 31(4), 1189–1203 (1992)

    Google Scholar 

  • Adams Jr, R.H.: Economic growth, inequality and poverty: estimating the growth elasticity of poverty. World Dev. 32, 1989–2014 (2004)

    Article  Google Scholar 

  • Adams, R.H., Jr: The effects of international remittance on poverty, inequality and development in rural Egypt. Research Report 86. IFPRI, Washington DC (1991)

  • Adams, R., Page, J.: Do international migration and remittances reduce poverty in developing countries. World Dev. 33(10), 1645–1669 (2005)

    Article  Google Scholar 

  • Adger, W.N.: Exploring income inequality in rural coastal Viet Nam. J. Dev. Stud. 35(5), 96–119 (1999)

    Article  Google Scholar 

  • Ahlburg, D.A.: Remittances and the income distribution in Tonga. Popul. Res. Policy Rev. 15(4), 391–400 (1996)

    Article  Google Scholar 

  • Anand, S., Kanbur, S.M.R.: The Kuznets process and inequality-development relationship. J. Dev. Econ. 40, 25–52 (1993)

    Article  Google Scholar 

  • Bahmani-Oskooee, M., Gelan, A.: Kuznets inverted-U hypothesis revisited: a time-series approach using US data. Appl. Econ. Lett. 15, 677–681 (2008)

    Article  Google Scholar 

  • Bahmani-Oskooee, M., Hegerty, S.W., Wilmeth, H.: Short-run and long-run determinants of income inequality: evidence from 16 countries. J. Post Keynes. Econ. 30, 463–484 (2008)

    Article  Google Scholar 

  • Barham, B., Boucher, S.: Migration, remittances and inequality: Estimating the net effects of migration on income distribution. J. Dev. Econ. 55(2), 307–331 (1998)

    Article  Google Scholar 

  • Barro, R.: Inequality, Growth and Investment. NBER Working Paper 7038 (1999)

  • Benabou, R.: Inequality and Growth. In: B., Ben, R., Julio (eds.) NBER Macroeconomics Annual 1996. MIT Press, Cambridge (1996)

  • Bénabou, R.: Inequality, technology, and the social contract. In: Aghion, P., Durlauf, S. (eds.) Handbook of Economic Growth 1B, pp. 1595–1638. Elsevier, Amsterdam (2005)

  • Binatli, A.O.: Growth and income inequality: a comparative analysis. Econ. Res. Int. (2012). doi:10.1155/2012/569890

    Google Scholar 

  • Bruno, M., Ravallion, M., Squire, L.: Equity and growth in developing countries: oOld and new perspectives on the policy issues. In: Tani, V., Chu, K.-Y. (eds.) Income Distribution and High Growth, pp. 117–140. MIT Press, Cambridge (1998)

  • Castelló-Climent, A.: Inequality and growth in advanced economies: an empirical investigation. J. Econ. Inequal. 8, 293–321 (2010)

    Article  Google Scholar 

  • Chambers, D., Krause, A.: Is the relationship between inequality and growth affected by physical and human capital accumulation? J. Econ. Inequal. 8(2), 153–172 (2010)

    Article  Google Scholar 

  • Clemente, J., Montañés, A., Reyes, M.: Testing for a unit root in variables with a double change in the mean. Econ. Lett. 59, 175–182 (1998)

    Article  Google Scholar 

  • Datta, K., McIlwaine, C., Wills, J., Evans, Y., Herbert, J., May, J.: The new development finance or exploiting migrant labour? Remittance sending among low-paid migrant workers in London. Int. Dev. Plan. Rev. 29(1), 43–67 (2007)

    Article  Google Scholar 

  • Davidson, R., MacKinnon, J.G.: Estimation and Inference in Econometrics. Oxford University Press, New York (1993)

    Google Scholar 

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

    Article  Google Scholar 

  • Docquier, F., Rapoport, H., Shen, L.: Remittances and inequality: a dynamic migration model. CReAM Discussion Paper Series 0614. University College (CReAM), London (2007)

  • Dreher, A., Gaston, N.: Does globalisation increase inequality? Rev. Int. Econ. 16, 516–536 (2008)

    Article  Google Scholar 

  • Easterly, W.: The lost decade: developing countries stagnation in spite of policy reform 1980–1990. J. Econ. Growth 6, 135–157 (2001)

    Article  Google Scholar 

  • Ebeke, C., Goff, M.L.: Why Migrants’ remittances reduce income inequality in some countries and not in others? In: Development International. CERDICNRS Université d’ Auvergne, France (2009)

  • Enders, W.: Applied Econometric Time Series. Wiley, New York (1995)

    Google Scholar 

  • Engle, R.F., Granger, C.W.J.: Co-integration and error correction representation: estimation and testing. Econometrica 55, 251–276 (1987)

    Article  Google Scholar 

  • Forbes, K.J.: A reassessment of the relationship between inequality and growth. MIT (processed) (1997)

  • Forbes, J.K.: A reassessment of the relationship between inequality and growth. Am. Econ. Rev. 90(4), 869–887 (2000)

    Article  Google Scholar 

  • Frank, M.W.: Inequality and growth in the United States: evidence from a new state-level panel of income inequality measures. Econ. Inq. 47(1), 55–68 (2011)

    Article  Google Scholar 

  • Galor, O., Moav, O.: From physical to human capital accumulation: inequality and the process of development. Rev. Econ. Stud. 71(4), 1001–1026 (2004)

    Article  Google Scholar 

  • Gaston, N., Rajaguru, G.: The long-run determinants of Australian income inequality. Econ. Rec. 85(270), 260–275 (2009)

    Article  Google Scholar 

  • Giannetti, D., Federici, D., Raitano, M.: Migrant remittances and inequality in Central-Eastern Europe. Int. Rev. Appl. Econ. 23(3), 289–307 (2009)

    Article  Google Scholar 

  • Granger, C.W.J., Newbold, P.: Spurious regressions in econometrics. J. Econometr. 2, 111–120 (1974)

    Google Scholar 

  • Gupta, S., Pattillo, C.A., Wagh, S.: Effect of remittances on poverty and financial development in Sub-Saharan Africa. World Dev. 37(1), 104–115 (2009)

    Article  Google Scholar 

  • Handa, S., King, D.: Structural adjustment policies, income distribution and poverty: a review of the Jamaican experience. World Dev. 25(6), 915–930 (1997)

    Article  Google Scholar 

  • Hasanov, F., Izraeli, O.: Income inequality, economic growth and the distribution of income gains: evidence from the U.S. States. J. Reg. Sci. 51(3), 518–539 (2011)

    Article  Google Scholar 

  • Herzer, D., Vollmer, S.: Inequality and growth: evidence from panel cointegration. J. Econ. Inequal. 10, 489–503 (2012)

    Article  Google Scholar 

  • Hsing, Y.: Economic growth and income inequality: the case of the US. Int. J. Soc. Econ. 32, 639–647 (2005)

    Article  Google Scholar 

  • Inder, B.: Estimating long-run relationships in economics: A comparison of different approaches. J. Econom. 57, 53–68 (1993)

    Google Scholar 

  • Iqbal, Z., Sattar, A.: The contribution of workers’ remittances to economic growth in Pakistan. PIDE-Working Papers, No. 2005/187 (2005)

  • Jackman, M., Craigwell, R., Moore, W.: Economic volatility and remittances: evidence from SIDS. J. Econ. Stud. 36(2), 135–146 (2009)

    Article  Google Scholar 

  • Johansen, S.: Statistical analysis of cointegration vectors. J. Econ. Dyn. Control 12(2–3), 231–254 (1988)

    Article  Google Scholar 

  • Johansen, S., Juselius, K.: Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxf. Bull. Econ. Stat. 52(2), 169–210 (1990)

    Article  Google Scholar 

  • Jong, C.S.: A Reassessment the Relationship Between Growth and Inequality: Evidence from New Data, pp. 100–794. Institute for Monetary and Economic Research, The Bank of Korea, Seoul (2010)

  • Kaldor, N.: Essays on Value and Distribution. Free Press, Glencoe (1960)

  • Kalecki, M.: Selected Essays on the Dynamics of the Capitalist Economy. Cambridge University Press, Cambridge (1971)

    Google Scholar 

  • Knowles, S.: Inequality and economic growth: The empirical relationship reconsidered in the light of comparable data. Paper presented at the WIDER conference on growth and poverty, WIDER, Helsinki (2001)

  • Knowles, S., Anker, L.: An analysis of income transfers in developing country. J. Dev. Econ. 8, 205–226 (1981)

    Article  Google Scholar 

  • Koechlin, V., León, G.: International remittances and income inequality: an empirical investigation. J. Econ. Policy Reform 10(2), 123–141 (2007)

    Article  Google Scholar 

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

    Google Scholar 

  • Lerman, J.P., Feldman, S.: Non-farm activity and rural household income: evidence from Philippine micro-data. Econ. Dev. Cult. Change 46(4), 789–806 (1998)

    Article  Google Scholar 

  • Lerman, R., Yitzhaki, S.: Income inequality effects by income source: a new approach and applications to the United States. J. Econ. Policy Reform 67, 151–156 (1985)

    Google Scholar 

  • Li, H., Zou, H.-fu.: Income Inequality Is Not Harmful for Growth: Theory and Evidence. Rev. Dev. Econ. 2(3), 318–334 (1998)

    Google Scholar 

  • Lipton, M.: Migration from rural areas of poor countries: the impact on rural productivity and income distribution. World Dev. 8, 227–235 (1980)

    Article  Google Scholar 

  • Lucas, R.: Emigration to South Africa’s mines. Am. Econ. Rev. 77(3), 313–330 (1987)

    Google Scholar 

  • Mah, J.S.: An empirical examination of the disaggregate import demand of Korea-The case information technology products. J. Asian Econ. 11, 237–244 (2000)

    Article  Google Scholar 

  • Malinen, T.: Estimating the long-run relationship between income inequality and economic development. Empir. Econ. 42(1), 209–233 (2012)

    Google Scholar 

  • Manasse, P., Turrini, A.: Trade, wages, and superstars. J. Int. Econ. 54(1), 97–117 (2001)

    Article  Google Scholar 

  • Matyas, L., Konya, L., Macquarie, L.: The Kuznets U-curve hypothesis: some panel data evidence. Appl. Econ. Lett. 5, 693–697 (1998)

    Article  Google Scholar 

  • Meschi, E., Vivarelli, M.: Trade and income inequality in developing countries. World Dev. 37, 287–302 (2009)

    Article  Google Scholar 

  • Milanovic, B.: Remittances and income distribution. J. Econ. Stud. 14(5), 24–37 (1987)

    Article  Google Scholar 

  • Narayan, P.K.: The saving and investment nexus for China: evidence from cointegration tests. Appl. Econ. 37, 1979–1990 (2005)

    Article  Google Scholar 

  • Nguyen, V.C.: Do foreign remittances matter to poverty and inequality? Evidence from Vietnam. Econ. Bull. 15(1), 1–11 (2008)

    Google Scholar 

  • Oberai, A.S., Singh, H.K.M.: Migration, remittances and rural development. Int. Labor Rev. 119(2), 229–241 (1980)

    Google Scholar 

  • Partridge, M.D.: Does Income distribution affect U.S. State economic growth? J. Reg. Sci. 45(2), 363–394 (2005)

    Article  Google Scholar 

  • Pede, V.O., Sparks, A.H., Mckinley, J.D.: Regional Income Inequality and Economic Growth: A Spatial Econometrics Analysis for Provinces in the Philippines. International Rice Research Institute, Metro Manila (2012)

  • Pesaran, M.H., Shin, Y.: An autoregressive distributes lag modelling approach to cointegration analysis. In: Strom, S. (ed.) Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium, chap. 11. Cambridge University Press, Cambridge (1999)

  • Perron, P., Vogelsang, T.J.: Nonstationarity and level shifts with an application to purchasing power parity. J. Bus. Econ. Stat. 10, 301–320 (1992)

    Google Scholar 

  • Pesaran, M.H., Shin, Y., Smith, R.J.: Structural analysis of vector error correction models with exogenous I(1) variables. J. Econometr. 97(2), 293–343 (2000)

    Article  Google Scholar 

  • Pesaran, M.H., Shin, Y., Smith, R.J.: Bounds testing approaches to the analysis of level relationships. J. Appl. Econometr. 16, 289–326 (2001)

    Article  Google Scholar 

  • Phillips, P.C.B.: Understanding spurious regressions in econometrics. J. Econometr. 33, 311–340 (1986)

    Article  Google Scholar 

  • Pritchett, L.: Divergence, big time. J. Econ. Perspect. 17(3), 3–17 (1997)

    Article  Google Scholar 

  • Qureshi, M.S., Wan, G.: Distributional consequences of globalisation: empirical evidence from panel data. J. Dev. Stud. 44(10), 1424–1449 (2008)

    Article  Google Scholar 

  • Ram, R.: Economic development and income inequality: further evidence on the U-curve hypothesis. World Dev. 16(11), 1371–1376 (1998)

    Article  Google Scholar 

  • Ravillion, M.: Growth, inequality and poverty: looking beyond averages. World Dev. 29, 1803–1815 (2001)

    Article  Google Scholar 

  • Ravallion, M.: Are there lessons for Africa from China’s success against poverty? World Dev. 37(2), 303–313 (2009)

    Article  Google Scholar 

  • Rodriguez, E.R.: International migration and income distribution in the Philippines. Econ. Dev. Cult. Change 46(2), 329–350 (1998)

    Article  Google Scholar 

  • Rodríguez, F.: Inequality, redistribution and rent-seeking. Working Paper. Department of Economics, University of Maryland, College Park (1999)

  • Roine, J., Vlachos, J., Waldenström, D.: The long-run determinants of inequality: what can we learn from top income data? J. Public Econ. 93, 974–988 (2009)

    Article  Google Scholar 

  • Shahbaz, M.: Income inequality-economic growth and non-linearity: a case of Pakistan. Int. J. Soc. Sci. 37(8), 613–636 (2010)

    Google Scholar 

  • Shahbaz, M., Rahman, M.: The dynamic of financial development, imports, foreign direct investment and economic growth: cointegration and causality analysis in Pakistan. Glob. Bus. Rev. 13, 201–219 (2012)

    Google Scholar 

  • Shahbaz, M., Islam, I., Aamir, N.: Is devaluation contractionary? Empirical evidence for Pakistan. Econ. Change Restruct. 45, 299–316 (2012)

    Google Scholar 

  • Shan, J.: Does financial development ‘lead’ economic growth? A vector autoregression approach. Appl. Econ. 37, 1353–1367 (2005)

    Google Scholar 

  • Siddiqui, R., Kemal, A.R.: Remittances, trade liberalization and poverty reduction in Pakistan: the role of excluded variables to change in poverty analysis. Pak. Dev. Rev. 3(45), 383–415 (2006)

    Google Scholar 

  • Sotomayor, O.: Development and income distribution: the case of Puerto Rico. World Dev. 32(8), 1395–1406 (2004)

    Article  Google Scholar 

  • Stark, O., Levhari, D.: On migration and risk in LDCs. Econ. Dev. Cult. Change 31, 191–196 (1982)

    Article  Google Scholar 

  • Stark, O., Taylor, J.E., Yitzhaki, S.: Remittances and inequality. Econ. J. 96(383), 722–740 (1986)

    Article  Google Scholar 

  • Stark, O., Taylor, J.E., Yitzhaki, S.: Migration, remittances and inequality: a sensitivity analysis using the extended Gini index. J. Dev. Econ. 28(3), 309–322 (1988)

    Article  Google Scholar 

  • Stiglitz, J.: Globalization and Its Discontents. Norton & Company, New York (2002)

    Google Scholar 

  • Taylor, J.E.: Remittances and inequality reconsidered: direct, indirect and intertemporal effects. J. Policy Model. 4(2), 187–208 (1992)

    Article  Google Scholar 

  • Taylor, J.E., Wyatt, T.J.: The shadow value of migrant remittances, income and inequality in a household-farm economy. J. Dev. Stud. 32(6), 899–912 (1996)

    Article  Google Scholar 

  • Toda, H.Y., Phillips, P.C.B.: Vector autoregressions and causality. Econometrica 61, 1367–1393 (1993)

    Article  Google Scholar 

  • Waheed, O.O., Shittu, A.M.: Remittances and income inequality in rural Nigeria. E3 J. Bus. Manag. Econ. 3, 210–221 (2012)

    Google Scholar 

  • World Bank (2007) World Development Indicators 2007. CD-ROM

  • World Bank (2011) World Development Indicators 2011. CD-ROM

  • Yabuuchi, S., Chaudhuri, S.: International migration of labour and skilled-unskilled wage inequality in a developing economy. Econ. Model. 24, 128–137 (2007)

    Article  Google Scholar 

  • Yamamura, E., Shin, I.: Effects of income inequality on growth through efficiency improvements and capital accumulation. Int. Econ. J. 23(2), 237–258 (2009)

    Article  Google Scholar 

  • Yuan, J.H., Kang, J.G., Zhao, C.H., Hu, Z.G.: Energy consumption and economic growth: evidence from China at both aggregated and disaggregated levels. Energy Econ. 30, 3077–3094 (2008)

    Article  Google Scholar 

  • Zouheir, A., Imen, M.S.: Economic growth and income inequality: empirical evidence from North African Countries. Asian Econ. Finan. Rev. 2(1), 142–154 (2012)

    Google Scholar 

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Shahbaz, M., Rehman, I.U. & Mahdzan, N.S.A. Linkages between income inequality, international remittances and economic growth in Pakistan. Qual Quant 48, 1511–1535 (2014). https://doi.org/10.1007/s11135-013-9850-4

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