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Do economic globalization and the level of education impede poverty levels? A non-linear ARDL approach

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  • Shreya Pal

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

Abstract

This study empirically examines whether economic globalization reduces (enhances) the level of poverty in the top (bottom) globalized region by controlling economic growth, urbanization, government expenditure, and public expenditure on education. This issue has taken Europe and Central Asia (ECA) as the top (16) and South Asia (SA) as the bottom (7) economic globalized developing region for the empirical analysis for the period of 1991-2020. Two empirical models, non-linear ARDL and PMG-ARDL, estimate the impact of globalization (trade and financial openness) and education on poverty. This study also segregates economic globalization into de jure and de facto to critically analyze the impact on poverty reduction. The long-run results suggest that economic globalization has a negative (positive) effect on poverty in the top (bottom) globalized region. Apart from globalization, primary education is insufficient for reducing poverty in the ECA region, while primary education is enough to reduce poverty in the SA region. After replacing economic globalization with trade and financial openness, the results reveal that more trade openness is difficult for reducing poverty in top globalized developing countries. On the contrary, financial openness reduces (enhances) poverty in the top (bottom) globalized region. Additionally, the impact of de jure and de facto economic globalization are similar throughout the regions. The effects of control variables are mixed in nature. From a policy perspective, the government of these two regions should use education as a weapon to lower poverty vulnerability by improving its quality and giving extensive focus on trade and financial openness to find out the leakage of the financial flows.

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  • Shreya Pal, 2024. "Do economic globalization and the level of education impede poverty levels? A non-linear ARDL approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(3), pages 621-667, September.
    • Handle: RePEc:spr:joecin:v:22:y:2024:i:3:d:10.1007_s10888-023-09608-3
    DOI: 10.1007/s10888-023-09608-3
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    as
    1. Chang, Roberto & Kaltani, Linda & Loayza, Norman V., 2009. "Openness can be good for growth: The role of policy complementarities," Journal of Development Economics, Elsevier, vol. 90(1), pages 33-49, September.
    2. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    3. Lau, Chi Keung & Pal, Shreya & Mahalik, Mantu Kumar & Gozgor, Giray, 2022. "Economic globalization convergence in high and low globalized developing economies: Implications for the post Covid-19 era," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1027-1039.
    4. Shenggen Fan & Xiaobo Zhang, 2008. "Public Expenditure, Growth and Poverty Reduction in Rural Uganda," African Development Review, African Development Bank, vol. 20(3), pages 466-496.
    5. Ganegodage, K. Renuka & Rambaldi, Alicia N., 2011. "The impact of education investment on Sri Lankan economic growth," Economics of Education Review, Elsevier, vol. 30(6), pages 1491-1502.
    6. 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.
    7. Marisa Hidalgo-Hidalgo & Iñigo Iturbe-Ormaetxe, 2018. "Long-run effects of public expenditure on poverty," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(1), pages 1-22, March.
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. Richard B. Freeman & Jane Waldfogel, 1998. "Dunning Delinquent Dads: The Effects of Child Support Enforcement on Child Support Receipt by Never Married Women," NBER Working Papers 6664, National Bureau of Economic Research, Inc.
    10. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2011. "Financial Development and Poverty Reduction: Can There be a Benefit without a Cost?," Journal of Development Studies, Taylor & Francis Journals, vol. 47(1), pages 143-163.
    11. Raju Jan Singh & Yifei Huang, 2015. "Financial Deepening, Property Rights, and Poverty: Evidence from Sub-Saharan Africa," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 1(3), pages 130-151, May.
    12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    13. Branko Milanovic & Lyn Squire, 2007. "Does Tariff Liberalization Increase Wage Inequality? Some Empirical Evidence," NBER Chapters, in: Globalization and Poverty, pages 143-182, National Bureau of Economic Research, Inc.
    14. Bakr Al-Gamrh & Ku Nor Izah Ku Ismail & Tanveer Ahsan & Abdulsalam Alquhaif, 2020. "Investment opportunities, corporate governance quality, and firm performance in the UAE," Journal of Accounting in Emerging Economies, Emerald Group Publishing Limited, vol. 10(2), pages 261-276, May.
    15. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    16. Claire Emilienne Wati Yameogo & Joseph Ayoola Omojolaibi, 2021. "Trade liberalisation, economic growth and poverty level in sub-Saharan Africa (SSA)," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 34(1), pages 754-774, January.
    17. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    18. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    19. 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.
    20. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    21. Niklas Potrafke, 2019. "The globalisation–welfare state nexus: Evidence from Asia," The World Economy, Wiley Blackwell, vol. 42(3), pages 959-974, March.
    22. Feldstein, Martin & Horioka, Charles, 1980. "Domestic Saving and International Capital Flows," Economic Journal, Royal Economic Society, vol. 90(358), pages 314-329, June.
    23. Paolo Figini & Holger Görg, 1999. "Multinational companies and wage inequality in the host country: The case of Ireland," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(4), pages 594-612, December.
    24. David Dollar, 2005. "Globalization, Poverty, and Inequality since 1980," The World Bank Research Observer, World Bank, vol. 20(2), pages 145-175.
    25. Pierre-Richard Agénor, 2004. "Does globalization hurt the poor?," International Economics and Economic Policy, Springer, vol. 1(1), pages 21-51, March.
    26. 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.
    27. Niklas Potrafke, 2015. "The Evidence on Globalisation," The World Economy, Wiley Blackwell, vol. 38(3), pages 509-552, March.
    28. Ann Harrison & Margaret McMillan, 2007. "On the links between globalization and poverty," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(1), pages 123-134, April.
    29. 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.
    30. Stephanie Meinhard & Niklas Potrafke, 2012. "The Globalization–Welfare State Nexus Reconsidered," Review of International Economics, Wiley Blackwell, vol. 20(2), pages 271-287, May.
    31. Zhang, Huafeng, 2014. "The poverty trap of education: Education–poverty connections in Western China," International Journal of Educational Development, Elsevier, vol. 38(C), pages 47-58.
    32. Sohag, Kazi & Riad Shams, S.M. & Darusalam, Darusalam & Devalle, Alain, 2021. "Information digitalisation and local institutional agility: evidence from ASEAN countries," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    33. Patrícia Hipólito Leal & António Cardoso Marques & Muhammad Shahbaz, 2021. "The role of globalisation, de jure and de facto, on environmental performance: evidence from developing and developed countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7412-7431, May.
    34. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    35. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, vol. 114(493), pages 22-49, February.
    36. Yilin Li & Jingbu Wang & Keunyeob Oh, 2022. "Effects of Globalization on the Convergence of Poverty Levels among Asian Countries," International Economic Journal, Taylor & Francis Journals, vol. 36(2), pages 193-205, April.
    37. Chenghong Xu & Mingming Han & Toyo Amegnonna Marcel Dossou & Festus Victor Bekun, 2021. "Trade openness, FDI, and income inequality: Evidence from sub‐Saharan Africa," African Development Review, African Development Bank, vol. 33(1), pages 193-203, March.
    38. Bakr Al-Gamrh & Ku Nor Izah Ku Ismail & Tanveer Ahsan & Abdulsalam Alquhaif, 2020. "Investment opportunities, corporate governance quality, and firm performance in the UAE," Post-Print hal-02956352, HAL.
    39. Wade, Robert Hunter, 2004. "Is Globalization Reducing Poverty and Inequality?," World Development, Elsevier, vol. 32(4), pages 567-589, April.
    40. Aisbett, Emma & Harrison, Ann & Zwane, Alix, 2006. "Globalization and poverty: what is the evidence?," MPRA Paper 36595, University Library of Munich, Germany.
    41. Dorota Weziak-Bialowolska, 2016. "Spatial Variation in EU Poverty with Respect to Health, Education and Living Standards," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 451-479, January.
    42. Kapetanios, George & Shin, Yongcheol & Snell, Andy, 2006. "Testing For Cointegration In Nonlinear Smooth Transition Error Correction Models," Econometric Theory, Cambridge University Press, vol. 22(2), pages 279-303, April.
    43. 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.
    44. Zhang, Huafeng, 2017. "Opportunity or new poverty trap: Rural-urban education disparity and internal migration in China," China Economic Review, Elsevier, vol. 44(C), pages 112-124.
    45. Weilin Liu & Jingdong Li & Rong Zhao, 2023. "The effects of rural education on poverty in China: a spatial econometric perspective," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 28(1), pages 176-198, January.
    46. P. Jithin & M. Suresh Babu, 2021. "Does sub-sectoral FDI matter for trade in emerging economies? Evidence from nonlinear ARDL approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(1), pages 104-124, January.
    47. Krueger,Anne O., 1983. "Exchange-Rate Determination," Cambridge Books, Cambridge University Press, number 9780521273015, November.
    48. Manwa, Farai & Wijeweera, Albert & Kortt, Michael A., 2019. "Trade and growth in SACU countries: A panel data analysis," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 107-118.
    49. Muhammad Shahid Hassan & Samra Bukhari & Noman Arshed, 2020. "Competitiveness, governance and globalization: What matters for poverty alleviation?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 3491-3518, April.
    50. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    51. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    52. Savvides, Andreas, 1998. "Trade policy and income inequality: new evidence," Economics Letters, Elsevier, vol. 61(3), pages 365-372, December.
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