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The impact of global value chain participation on income inequality

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  • Nur Carpa
  • Inmaculada Martínez-Zarzoso

Abstract

There is a considerable amount of discussion over the effect of global value chain (GVC) participation on the increasing levels of income inequality in developed and developing countries. This paper aims to contribute to a better understanding of the interlink between income inequality and GVC participation. For this purpose, a panel data analysis is conducted with recent GVC data from the UNCTAD-Eora database. The results from panel data estimations for a sample of 39 countries over the period 1995–2016 suggest that offshoring has a significant inequality reducing effect for developing economies in the long run. Although the estimation results also indicate that some negative distributional effects of GVC related trade emerge in the short run, these seem to be mainly short run reactions of the economy, which might be offset in the long run through the adjustment of the labor market towards a new long run equilibrium.

Suggested Citation

  • Nur Carpa & Inmaculada Martínez-Zarzoso, 2022. "The impact of global value chain participation on income inequality," International Economics, CEPII research center, issue 169, pages 269-290.
  • Handle: RePEc:cii:cepiie:2022-q2-169-17
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    1. Davide Del Prete & Giorgia Giovannetti & Enrico Marvasi, 2017. "Global value chains participation and productivity gains for North African firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 675-701, November.
    2. Ben Shepherd, 2013. "Global Value Chains and Developing Country Employment: A Literature Review," OECD Trade Policy Papers 156, OECD Publishing.
    3. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    4. Stephen Jenkins, 2015. "World income inequality databases: an assessment of WIID and SWIID," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 629-671, December.
    5. Robert C. Johnson, 2014. "Five Facts about Value-Added Exports and Implications for Macroeconomics and Trade Research," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 119-142, Spring.
    6. Marcel P. Timmer & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2013. "Fragmentation, incomes and jobs: an analysis of European competitiveness [Who captures value in global supply chains?]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(76), pages 613-661.
    7. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    8. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    9. Dutt, Pushan & Mitra, Devashish & Ranjan, Priya, 2009. "International trade and unemployment: Theory and cross-national evidence," Journal of International Economics, Elsevier, vol. 78(1), pages 32-44, June.
    10. Paolo Figini & Holger Go¨rg, 2011. "Does Foreign Direct Investment Affect Wage Inequality? An Empirical Investigation," The World Economy, Wiley Blackwell, vol. 34(9), pages 1455-1475, September.
    11. Krugman, P., 1993. "What Do We Need to Know About the International Monetary System?," Princeton Studies in International Economics 190, International Economics Section, Departement of Economics Princeton University,.
    12. Antonia Lopez Villavicencio & Mariam Camarero & Cecilio Tamarit, 2021. "Macroeconomic effects of EU value chain participation," Working Papers hal-04159742, HAL.
    13. Krugman, Paul R, 1993. "What Do Undergrads Need to Know about Trade?," American Economic Review, American Economic Association, vol. 83(2), pages 23-26, May.
    14. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    15. Bruno Casella & Richard Bolwijn & Daniel Moran & Keiichiro Kanemoto, . "Improving the analysis of global value chains: the UNCTAD-Eora Database," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Ms. Faezeh Raei & Anna Ignatenko & Borislava Mircheva, 2019. "Global Value Chains: What are the Benefits and Why Do Countries Participate?," IMF Working Papers 2019/018, International Monetary Fund.
    18. Mummolo, Jonathan & Peterson, Erik, 2018. "Improving the Interpretation of Fixed Effects Regression Results," Political Science Research and Methods, Cambridge University Press, vol. 6(4), pages 829-835, October.
    19. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    20. Inmaculada Martínez-Zarzoso & Felicitas Nowak-Lehmann & M. D. Parra & Stephan Klasen, 2014. "Does Aid Promote Donor Exports? Commercial Interest versus Instrumental Philanthropy," Kyklos, Wiley Blackwell, vol. 67(4), pages 559-587, November.
    21. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    22. Pierluigi Montalbano & Silvia Nenci & Carlo Pietrobelli, 2018. "Opening and linking up: firms, GVCs, and productivity in Latin America," Small Business Economics, Springer, vol. 50(4), pages 917-935, April.
    23. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LP, vol. 13(1), pages 65-76, March.
    24. 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.
    25. R. Kaplinsky, 2000. "Globalisation and Unequalisation: What Can Be Learned from Value Chain Analysis?," Journal of Development Studies, Taylor & Francis Journals, vol. 37(2), pages 117-146.
    26. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    27. Peter Egger & Thomas Url, 2006. "Public Export Credit Guarantees and Foreign Trade Structure: Evidence from Austria," The World Economy, Wiley Blackwell, vol. 29(4), pages 399-418, April.
    28. Joseph L Dieleman & Tara Templin, 2014. "Random-Effects, Fixed-Effects and the within-between Specification for Clustered Data in Observational Health Studies: A Simulation Study," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-17, October.
    29. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
    30. Bartelsman, Eric J & Caballero, Ricardo J & Lyons, Richard K, 1994. "Customer- and Supplier-Driven Externalities," American Economic Review, American Economic Association, vol. 84(4), pages 1075-1084, September.
    31. Javier Lopez Gonzalez & Przemyslaw Kowalski & Pascal Achard, 2015. "Trade, global value chains and wage-income inequality," OECD Trade Policy Papers 182, OECD Publishing.
    32. Solt, Frederick, 2019. "Measuring Income Inequality Across Countries and Over Time: The Standardized World Income Inequality Database," SocArXiv mwnje, Center for Open Science.
    33. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    34. Ms. Kimberly Beaton & Aliona Cebotari & Andras Komaromi, 2017. "Revisiting the Link between Trade, Growth and Inequality: Lessons for Latin America and the Caribbean," IMF Working Papers 2017/046, International Monetary Fund.
    35. 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.
    36. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    37. repec:dgr:rugggd:gd-130 is not listed on IDEAS
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    Cited by:

    1. Ariel Luis Wirkierman, 2023. "Distributive Profiles Associated with Domestic Versus International Specialization in Global Value Chains," Working Papers Series inetwp200, Institute for New Economic Thinking.
    2. Andrea Coveri & Elena Paglialunga & Antonello Zanfei, 2023. "Global value chains, functional diversification and within-country inequality: an empirical assessment," Working Papers 2302, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2023.
    3. Gnangnon, Sèna Kimm, 2023. "Effect of Aid for Trade on Recipient-Countries' Participation in Global Value Chains," EconStor Preprints 279713, ZBW - Leibniz Information Centre for Economics.
    4. Encinas Bartos, Kristina & Schwarzkopf, Julia & Mueller, Martin, 2024. "The role of trainings in improving supplier sustainability performance," World Development, Elsevier, vol. 175(C).
    5. Duarte, Rosa & Espinosa-Gracia, Adrián & Jiménez, Sofía & Sánchez-Chóliz, Julio, 2022. "New insights on the relationship between the involvement of countries in global value chains, and intra- and inter-country inequalities," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 320-329.
    6. Shuguang Liu & Xiaowen Tang & Yubin Zhao, 2024. "Global Value Chain Participation, Employment Structure, and Urban–Rural Income Gap in the Context of Sustainable Development," Sustainability, MDPI, vol. 16(5), pages 1-19, February.
    7. Sèna Kimm Gnangnon, 2023. "Trade-Related Government Expenditure and Developing Countries’ Participation in Global Value Chains," Commodities, MDPI, vol. 3(1), pages 1-18, December.

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    More about this item

    Keywords

    Global Value Chain; Offshoring; Inequality; Gini; Correlated random effects; Eora;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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