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Income Inequality in Globalization Context: Evidence from Global Data

Author

Listed:
  • Muhammed Ashiq Villanthenkodath

    (B. S. Abdur Rahman University)

  • Shreya Pal

    (Indian Institute of Technology Kharagpur
    Christ University (Deemed to be University))

  • Mantu Kumar Mahalik

    (Indian Institute of Technology Kharagpur)

Abstract

This paper empirically investigates the relative effectiveness of economic globalization, trade openness, and financial openness on income inequality in low-, middle-, and high-income countries for the panel data over the period from 1991 to 2020 by endogenizing economic growth, urbanization, agriculture, industry, and service sectors’ value-added as % of GDP as control variables in income inequality function. The results emanating from the panel pooled mean group-autoregressive distributed lag (PMG-ARDL) test provide evidence of a significant long-run relationship among the variables. Interestingly, economic globalization reduces income inequality for high- and middle-income countries and increases it in low-income countries. On the other hand, trade openness reduces income inequality in high- and middle-income countries but increases it for low-income countries. In contrast, financial openness lessens income inequality in low-income countries but increases it for middle- and high-income countries. We find that urbanization increases income inequality in low-, middle- and high-income countries. We also find that economic growth decreases (increases) income inequality in high (middle and low)-income countries. Moreover, it is found that industrial and service sectors’ output decrease (increases) income inequality in high (middle and low)-income countries, whereas agricultural output improves (deteriorates) income distribution in middle- and low- (high) income countries. In light of these findings, we suggest that the governments of low-income countries need to focus more on improving the level of globalization and trade openness to improve their economic conditions in long run. Both high- and middle-income countries should also improve their financial openness so that effective utilization of overseas finance will flourish their overall economy.

Suggested Citation

  • Muhammed Ashiq Villanthenkodath & Shreya Pal & Mantu Kumar Mahalik, 2024. "Income Inequality in Globalization Context: Evidence from Global Data," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3872-3902, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01342-5
    DOI: 10.1007/s13132-023-01342-5
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    1. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    2. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    3. Chiquiar, Daniel, 2008. "Globalization, regional wage differentials and the Stolper-Samuelson Theorem: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 74(1), pages 70-93, January.
    4. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    5. Adams, Richard H, Jr, 1989. "Worker Remittances and Inequality in Rural Egypt," Economic Development and Cultural Change, University of Chicago Press, vol. 38(1), pages 45-71, October.
    6. Brian Nolan & Matteo G. Richiardi & Luis Valenzuela, 2019. "The Drivers Of Income Inequality In Rich Countries," Journal of Economic Surveys, Wiley Blackwell, vol. 33(4), pages 1285-1324, September.
    7. Giray Gozgor & Priya Ranjan, 2017. "Globalisation, inequality and redistribution: Theory and evidence," The World Economy, Wiley Blackwell, vol. 40(12), pages 2704-2751, December.
    8. Giorgos Gouzoulis, 2022. "Financialisation, globalisation, and the industrial labour share: A comparison between Iran and Thailand," Industrial Relations Journal, Wiley Blackwell, vol. 53(1), pages 35-52, January.
    9. Arnold, Jens & Bassanini, Andrea & Scarpetta, Stefano, 2011. "Solow or Lucas? Testing speed of convergence on a panel of OECD countries," Research in Economics, Elsevier, vol. 65(2), pages 110-123, June.
    10. T. N. Srinivasan & Jagdish Bhagwati, 2001. "Outward-Orientation and Development: Are Revisionists Right?," Palgrave Macmillan Books, in: Deepak Lal & Richard H. Snape (ed.), Trade, Development and Political Economy, chapter 1, pages 3-26, Palgrave Macmillan.
    11. Bergh, Andreas & Nilsson, Therese, 2010. "Do liberalization and globalization increase income inequality?," European Journal of Political Economy, Elsevier, vol. 26(4), pages 488-505, December.
    12. Hrushikesh Mallick & Mantu Kumar Mahalik & Hemachandra Padhan, 2020. "Does globalization exacerbate income inequality in two largest emerging economies? The role of FDI and remittances inflows," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 67(4), pages 443-480, December.
    13. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    14. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    15. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    16. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    17. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    18. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    19. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    20. Walz, Uwe, 1998. "Does an enlargement of a common market stimulate growth and convergence?," Journal of International Economics, Elsevier, vol. 45(2), pages 297-321, August.
    21. Asteriou, Dimitrios & Dimelis, Sophia & Moudatsou, Argiro, 2014. "Globalization and income inequality: A panel data econometric approach for the EU27 countries," Economic Modelling, Elsevier, vol. 36(C), pages 592-599.
    22. Kim, Dong-Hyeon & Lin, Shu-Chin & Suen, Yu-Bo, 2010. "Dynamic effects of trade openness on financial development," Economic Modelling, Elsevier, vol. 27(1), pages 254-261, January.
    23. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    24. Han, Jun & Liu, Runjuan & Zhang, Junsen, 2012. "Globalization and wage inequality: Evidence from urban China," Journal of International Economics, Elsevier, vol. 87(2), pages 288-297.
    25. Huang, Ho-Chuan (River) & Fang, WenShwo & Miller, Stephen M. & Yeh, Chih-Chuan, 2015. "The effect of growth volatility on income inequality," Economic Modelling, Elsevier, vol. 45(C), pages 212-222.
    26. Shreya Pal & Muhammed Ashiq Villanthenkodath & Gupteswar Patel & Mantu Kumar Mahalik, 2022. "The impact of remittance inflows on economic growth, unemployment and income inequality: An international evidence," International Journal of Economic Policy Studies, Springer, vol. 16(1), pages 211-235, February.
    27. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    28. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    29. Samuel Adams & Edem Kwame Mensah Klobodu, 2019. "Urbanization, Economic Structure, Political Regime, and Income Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 971-995, April.
    30. Howell, Anthony, 2017. "Impacts of Migration and Remittances on Ethnic Income Inequality in Rural China," World Development, Elsevier, vol. 94(C), pages 200-211.
    31. Jamiu Adetola Odugbesan & Husam Rjoub, 2019. "Relationship among HIV/AIDS Prevalence, Human Capital, Good Governance, and Sustainable Development: Empirical Evidence from Sub-Saharan Africa," Sustainability, MDPI, vol. 11(5), pages 1-17, March.
    32. Martin Ravallion, 2018. "Inequality and Globalization: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 620-642, June.
    33. Wolfgang F. Stolper & Paul A. Samuelson, 1941. "Protection and Real Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 9(1), pages 58-73.
    34. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    35. Max Roser & Jesus Crespo Cuaresma, 2016. "Why is Income Inequality Increasing in the Developed World?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(1), pages 1-27, March.
    36. Joseph Stiglitz, 1998. "Distinguished Lecture on Economics in Government: The Private Uses of Public Interests: Incentives and Institutions," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 3-22, Spring.
    37. Florian Dorn & Clemens Fuest & Niklas Potrafke, 2022. "Trade openness and income inequality: New empirical evidence," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 202-223, January.
    38. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    39. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    40. Tolulope Temilola Osinubi & Philip Akanni Olomola, 2020. "Globalisation, income inequality and poverty relationships: evidence from Mexico, Indonesia, Nigeria and Turkey," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 37(2), pages 179-208, July.
    41. Calderon, Cesar & Chong, Alberto, 2001. "External sector and income inequality in interdependent economies using a dynamic panel data approach," Economics Letters, Elsevier, vol. 71(2), pages 225-231, May.
    42. Robertson, Raymond, 2004. "Relative prices and wage inequality: evidence from Mexico," Journal of International Economics, Elsevier, vol. 64(2), pages 387-409, December.
    43. Meschi, Elena & Vivarelli, Marco, 2009. "Trade and Income Inequality in Developing Countries," World Development, Elsevier, vol. 37(2), pages 287-302, February.
    44. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    45. Dongjie Wu & Prasada Rao, 2017. "Urbanization and Income Inequality in China: An Empirical Investigation at Provincial Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 189-214, March.
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    More about this item

    Keywords

    Income inequality; Economic globalization; Trade openness; Financial openness; Panel estimation;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • F6 - International Economics - - Economic Impacts of Globalization
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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