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Can trade explain the rising trends in income inequality? Insights from 40 years of empirical studies

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  • Huang, Kaixing
  • Yan, Wenshou
  • Sim, Nicholas
  • Guo, Yuqing
  • Xie, Fang

Abstract

There have been concerns that international trade is responsible for rising inequality. However, existing empirical studies provide no consensus on this matter. This article studies the effect of trade on income inequality by applying meta-regression analysis on 40 years of empirical studies. We discover that the disagreement in the literature can be explained by differences in the development levels of the countries chosen by the studies and whether the endogeneity of trade is controlled for. When endogeneity is addressed, we find that trade can reduce income inequality in middle- and high-income countries, but has no statistically significant effects in low-income countries. Therefore, concerns that trade leads to more inequality could be overstated. Our work sheds light on how certain features in an empirical model of inequality on trade could influence the analysis itself, which provides some guidance on empirical design for future research.

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  • Huang, Kaixing & Yan, Wenshou & Sim, Nicholas & Guo, Yuqing & Xie, Fang, 2022. "Can trade explain the rising trends in income inequality? Insights from 40 years of empirical studies," Economic Modelling, Elsevier, vol. 107(C).
  • Handle: RePEc:eee:ecmode:v:107:y:2022:i:c:s026499932100314x
    DOI: 10.1016/j.econmod.2021.105725
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    1. Alessia Matano & Paolo Naticchioni, 2010. "Trade and Wage Inequality: Local versus Global Comparative Advantages," The World Economy, Wiley Blackwell, vol. 33(12), pages 1757-1787, December.
    2. François Bourguignon, 2015. "The Globalization of Inequality," Economics Books, Princeton University Press, edition 1, number 10433.
    3. Ann Harrison & John McLaren & Margaret McMillan, 2011. "Recent Perspectives on Trade and Inequality," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 261-289, September.
    4. Berg, Andrew & Ostry, Jonathan D. & Zettelmeyer, Jeromin, 2012. "What makes growth sustained?," Journal of Development Economics, Elsevier, vol. 98(2), pages 149-166.
    5. Hisako Kai & Shigeyuki Hamori, 2009. "Globalization, financial depth, and inequality in Sub-Saharan Africa," Economics Bulletin, AccessEcon, vol. 29(3), pages 2025-2037.
    6. Aradhyula, Satheesh V. & Rahman, Tauhidur & Seenivasan, Kumaran, 2007. "Impact of International Trade on Income and Income Inequality," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9999, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. Mah, Jai S., 2013. "Globalization, decentralization and income inequality: The case of China," Economic Modelling, Elsevier, vol. 31(C), pages 653-658.
    8. Card, David & Krueger, Alan B, 1995. "Time-Series Minimum-Wage Studies: A Meta-analysis," American Economic Review, American Economic Association, vol. 85(2), pages 238-243, May.
    9. Stefan Thewissen & Chen Wang & Olaf van Vliet, 2013. "Sectoral trends in earnings inequality and employment International trade, skill-biased technological change, or labour market institutions?," LIS Working papers 595, LIS Cross-National Data Center in Luxembourg.
    10. Lindsay Oldenski, 2014. "Offshoring and the Polarization of the U.S. Labor Market," ILR Review, Cornell University, ILR School, vol. 67(3_suppl), pages 734-761, May.
    11. Chris (hristos) Doucouliagos & Patrice Laroche, 2009. "Unions and Profits: A Meta-Regression Analysis," Post-Print hal-02138153, HAL.
    12. Marie Daumal, 2013. "The Impact of Trade Openness on Regional Inequality: The Cases of India and Brazil," The International Trade Journal, Taylor & Francis Journals, vol. 27(3), pages 243-280, August.
    13. Le, Thai-Ha & Nguyen, Canh Phuc & Su, Thanh Dinh & Tran-Nam, Binh, 2020. "The Kuznets curve for export diversification and income inequality: Evidence from a global sample," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 21-39.
    14. 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.
    15. Giray Gozgor & Priya Ranjan, 2017. "Globalisation, inequality and redistribution: Theory and evidence," The World Economy, Wiley Blackwell, vol. 40(12), pages 2704-2751, December.
    16. Anderson, James E., 2011. "The specific factors continuum model, with implications for globalization and income risk," Journal of International Economics, Elsevier, vol. 85(2), pages 174-185.
    17. Enrico D'Elia & Roberta De Santis, 2018. "Growth divergence and income inequality in OECD countries:the role of trade and financial openness," Working Papers 5, Department of the Treasury, Ministry of the Economy and of Finance.
    18. repec:dau:papers:123456789/1904 is not listed on IDEAS
    19. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    20. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    21. Hajer Kratou & Mohamed Goaied, 2016. "How Can Globalization Affect Income Distribution? Evidence from Developing Countries," Post-Print halshs-01413345, HAL.
    22. M.O. Odedokun & Jeffery Round, 2004. "Determinants of Income Inequality and its Effects on Economic Growth: Evidence from African Countries," African Development Review, African Development Bank, vol. 16(2), pages 287-327.
    23. Castilho, Marta & Menéndez, Marta & Sztulman, Aude, 2012. "Trade Liberalization, Inequality, and Poverty in Brazilian States," World Development, Elsevier, vol. 40(4), pages 821-835.
    24. Agnello, Luca & Mallick, Sushanta K. & Sousa, Ricardo M., 2012. "Financial reforms and income inequality," Economics Letters, Elsevier, vol. 116(3), pages 583-587.
    25. Keefer, Philip & Knack, Stephen, 2002. "Polarization, Politics and Property Rights: Links between Inequality and Growth," Public Choice, Springer, vol. 111(1-2), pages 127-154, March.
    26. Khaled Elmawazini & Adil Sharif & Pran Manga & Peter Drucker, 2013. "Trade globalization, financial globalization and inequality within south-east Europe and cis countries," Journal of Developing Areas, Tennessee State University, College of Business, vol. 47(2), pages 303-317, July-Dece.
    27. 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.
    28. John C. Anyanwu, 2016. "Empirical Analysis of the Main Drivers of Income Inequality in Southern Africa," Annals of Economics and Finance, Society for AEF, vol. 17(2), pages 337-364, November.
    29. Andoni Fornio Barusman & Dr. M. Yusuf Sulfarano Barusman, 2017. "The Impact of International Trade on Income Inequality in the United States since 1970's," European Research Studies Journal, European Research Studies Journal, vol. 0(4A), pages 35-50.
    30. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    31. 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.
    32. Chiara Franco & Elisa Gerussi, 2013. "Trade, foreign direct investments (FDI) and income inequality: Empirical evidence from transition countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(8), pages 1131-1160, December.
    33. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
    34. Sadullah Çelik & Ulkem Basdas, 2010. "How Does Globalization Affect Income Inequality? A Panel Data Analysis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 16(4), pages 358-370, November.
    35. 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.
    36. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    37. Dawood Mamoon & Syed Mansoob Murshed, 2013. "Education bias of trade liberalization and wage inequality in developing countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(4), pages 572-604, June.
    38. Gregor Hesse, 2015. "Inequality in a global economy: evidence from Germany," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(4), pages 803-820, November.
    39. Malvika Mahesh, 2016. "The effects of trade openness on income inequality - evidence from BRIC countries," Economics Bulletin, AccessEcon, vol. 36(3), pages 1751-1761.
    40. Michael Enowbi Batuo & Simplice A. Asongu, 2015. "The impact of liberalisation policies on income inequality in African countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 42(1), pages 68-100, January.
    41. Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998. "Explaining International and Intertemporal Variations in Income Inequality," Economic Journal, Royal Economic Society, vol. 108(446), pages 26-43, January.
    42. Gordon H. Hanson & Ann Harrison, 2022. "Trade Liberalization And Wage Inequality In Mexico," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 3, pages 43-60, World Scientific Publishing Co. Pte. Ltd..
    43. Mohammad KHUSAINI & Setyo TRI WAHYUDI & Zamrud SISWA UTAMA, 2018. "Does Trade Openness And Fiscal Policy Affect Inequality And Economic Growth? A Study In Indonesia," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 215-226, July.
    44. Martin Ravallion, 2018. "Inequality and Globalization: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 620-642, June.
    45. repec:kap:iaecre:v:16:y:2010:i:4:p:358-370 is not listed on IDEAS
    46. Angus C. Chu & Yuichi Furukawa & Sushanta Mallick & Pietro Peretto & Xilin Wang, 2021. "Dynamic effects of patent policy on innovation and inequality in a Schumpeterian economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 71(4), pages 1429-1465, June.
    47. Jalil, Abdul, 2012. "Modeling income inequality and openness in the framework of Kuznets curve: New evidence from China," Economic Modelling, Elsevier, vol. 29(2), pages 309-315.
    48. Avik Chakrabarti, 2000. "Does Trade Cause Inequality?," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 25(2), pages 1-21, December.
    49. Lin, Faqin & Fu, Dahai, 2016. "Trade, Institution Quality and Income Inequality," World Development, Elsevier, vol. 77(C), pages 129-142.
    50. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    51. Hajer Kratou & Mohamed Goaied, 2016. "How Can Globalization Affect Income Distribution? Evidence from Developing Countries," The International Trade Journal, Taylor & Francis Journals, vol. 30(2), pages 132-158, March.
    52. Antonio Avalos & Andreas Savvides, 2006. "The Manufacturing Wage Inequality in Latin America and East Asia: Openness, Technology Transfer, and Labor Supply," Review of Development Economics, Wiley Blackwell, vol. 10(4), pages 553-576, November.
    53. Baotai Wang & Ajit Dayanandan & Xiaofei Tian, 2008. "The Impact of Economic Globalization on Income Distribution: Empirical Evidence in China," Economics Bulletin, AccessEcon, vol. 4(35), pages 1-8.
    54. Easterly, William-R, 2004. "Globalization, Inequality, and Development: The Big Picture," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 22(S1), pages 57-87, December.
    55. Florence Jaumotte & Subir Lall & Chris Papageorgiou, 2013. "Rising Income Inequality: Technology, or Trade and Financial Globalization?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(2), pages 271-309, June.
    56. Adams, Samuel, 2008. "Globalization and income inequality: Implications for intellectual property rights," Journal of Policy Modeling, Elsevier, vol. 30(5), pages 725-735.
    57. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    58. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    59. Pinelopi K. Goldberg & Nina Pavcnik, 2004. "Trade, Inequality, and Poverty: What Do We Know? Evidence from Recent Trade Liberalization Episodes in Developing Countries," NBER Working Papers 10593, National Bureau of Economic Research, Inc.
    60. Borraz Fernando & Lopez-Cordova Jose Ernesto, 2007. "Has Globalization Deepened Income Inequality in Mexico?," Global Economy Journal, De Gruyter, vol. 7(1), pages 1-57, February.
    61. Stefan Thewissen & Olaf Vliet & Chen Wang, 2018. "Taking the Sector Seriously: Data, Developments, and Drivers of Intrasectoral Earnings Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 1023-1048, August.
    62. Vu, Trung V., 2021. "Statehood experience and income inequality: A historical perspective," Economic Modelling, Elsevier, vol. 94(C), pages 415-429.
    63. Kaixing Huang & Nicholas Sim & Hong Zhao, 2020. "Does Fdi Actually Affect Income Inequality? Insights From 25 Years Of Research," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 630-659, July.
    64. 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.
    65. repec:dau:papers:123456789/4295 is not listed on IDEAS
    66. Muhammad Shahbaz & Faridul Islam, 2011. "Financial Development And Income Inequality In Pakistan: An Application Of Ardl Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(1), pages 35-58, March.
    67. repec:ebl:ecbull:v:4:y:2008:i:35:p:1-8 is not listed on IDEAS
    68. Bakker, Jan David, 2018. "International trade and regional inequality," CEPREMAP Working Papers (Docweb) 1806, CEPREMAP.
    69. Paul Segerstrom & Elias Dinopoulos, 1999. "A Schumpeterian Model of Protection and Relative Wages," American Economic Review, American Economic Association, vol. 89(3), pages 450-472, June.
    70. Horácio C. Faustino & Carim Vali, 2011. "The Effects of Globalisation on OECD Income Inequality: A static and dynamic analysis," Working Papers Department of Economics 2011/12, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    71. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    72. John C. Anyanwu & Andrew E. O. Erhijakpor & Emeka Obi, 2016. "Empirical Analysis of the Key Drivers of Income Inequality in West Africa," African Development Review, African Development Bank, vol. 28(1), pages 18-38, March.
    73. Yang, Yong & Mallick, Sushanta, 2014. "Explaining cross-country differences in exporting performance: The role of country-level macroeconomic environment," International Business Review, Elsevier, vol. 23(1), pages 246-259.
    74. Kazuhiro Kumo & Alexandra Koval & Irina Korgun & Olga Trofimenko, 2018. "Foreign Trade and Regional Inequality:The Case of the Russian Federation," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(3), pages 884-895.
    75. Lee, Jong-Eun, 2006. "Inequality and globalization in Europe," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 791-796, October.
    76. Hristos Doucouliagos & Patrice Laroche, 2009. "Unions and Profits: A meta-regression Analysis," Post-Print hal-00648569, HAL.
    77. Islam, Md. Rabiul & McGillivray, Mark, 2020. "Wealth inequality, governance and economic growth," Economic Modelling, Elsevier, vol. 88(C), pages 1-13.
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