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Global value chains and economic complexity index: Evidence from generalized panel quantile regression

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  • Ashraf, Sania
  • P., Jithin
  • Slim, Skander
  • Najeeb, Roshen

Abstract

This paper investigates the impact of global value chains (GVCs) participation on economic complexity for a sample of underdeveloped, moderately developed, and developed countries which includes 42 economies from 2000 to 2018. Our empirical analysis finds that the influence of GVC participation on economic complexity varies across quantiles as it has adverse and significant effects on economic complexity in the first five lower quantiles (5th - 25th). It indicates that GVC participation has adverse impacts on economic complexity except for the economy with higher economic complexity. Moreover, forward participation is negatively associated with economic complexity in all the quantiles except for the 90th quantile. In countries with lower and moderate economic complexity, forward participation has a negative impact on how complex the economy is. Alongside, backward participation has positive and significant impacts on economic complexity in the 85th, 90th, and 95th quantiles implying that in a more complex economy, backward participation is positively correlated with economic complexity.

Suggested Citation

  • Ashraf, Sania & P., Jithin & Slim, Skander & Najeeb, Roshen, 2023. "Global value chains and economic complexity index: Evidence from generalized panel quantile regression," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 347-365.
    • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:347-365
    DOI: 10.1016/j.eap.2023.08.003
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    1. Bruno Carballa Smichowski & Cédric Durand & Steven Knauss, 2021. "Participation in global value chains and varieties of development patterns," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 45(2), pages 271-294.
    2. Longmore, Rohan & Jaupart, Pascal & Cazorla, Marta Riveira, 2014. "Toward economic diversification in Trinidad and Tobago," Policy Research Working Paper Series 6840, The World Bank.
    3. Riccardo Crescenzi & Carlo Pietrobelli & Roberta Rabellotti, 2014. "Innovation drivers, value chains and the geography of multinational corporations in Europe," Journal of Economic Geography, Oxford University Press, vol. 14(6), pages 1053-1086.
    4. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    5. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    6. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    7. Benjamin Davies & David C. Maré, 2021. "Relatedness, complexity and local growth," Regional Studies, Taylor & Francis Journals, vol. 55(3), pages 479-494, March.
    8. Andrea Morrison & Carlo Pietrobelli & Roberta Rabellotti, 2008. "Global Value Chains and Technological Capabilities: A Framework to Study Learning and Innovation in Developing Countries," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 39-58.
    9. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    10. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "Correction to: From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 575-575, July.
    11. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 424-441, July.
    12. Hao Xiao & Bo Meng & Jiabai Ye & Shantong Li, 2020. "Are global value chains truly global?," Economic Systems Research, Taylor & Francis Journals, vol. 32(4), pages 540-564, October.
    13. Manuel R. Agosin & Roberto Alvarez & Claudio Bravo‐Ortega, 2012. "Determinants of Export Diversification Around the World: 1962–2000," The World Economy, Wiley Blackwell, vol. 35(3), pages 295-315, March.
    14. Rasmus Lema & Roberta Rabellotti & Padmashree Gehl Sampath, 2018. "Innovation Trajectories in Developing Countries: Co-evolution of Global Value Chains and Innovation Systems," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 345-363, July.
    15. Mr. Kevin C Cheng & Sidra Rehman & Dulani Seneviratne & Shiny Zhang, 2015. "Reaping the Benefits from Global Value Chains," IMF Working Papers 2015/204, International Monetary Fund.
    16. Ricardo Hausmann & Bailey Klinger, 2007. "The Structure of the Product Space and the Evolution of Comparative Advantage," CID Working Papers 146, Center for International Development at Harvard University.
    17. Young, Andrew T. & Sheehan, Kathleen M., 2014. "Foreign aid, institutional quality, and growth," European Journal of Political Economy, Elsevier, vol. 36(C), pages 195-208.
    18. Nguyen, Canh Phuc & Su, Thanh Dinh, 2021. "Economic integration and economic complexity: The role of basic resources in absorptive capability in 40 selected developing countries," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 609-625.
    19. Herrera-Echeverri, Hernán & Haar, Jerry & Estévez-Bretón, Juan Benavides, 2014. "Foreign direct investment, institutional quality, economic freedom and entrepreneurship in emerging markets," Journal of Business Research, Elsevier, vol. 67(9), pages 1921-1932.
    20. David Powell, 2013. "A New Framework for Estimation of Quantile Treatment Effects Nonseparable Disturbance in the Presence of Covariates," Working Papers WR-824-1, RAND Corporation.
    21. Mello, Marcelo & Perrelli, Roberto, 2003. "Growth equations: a quantile regression exploration," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(4), pages 643-667.
    22. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    23. Evan Osborne, 2006. "The Sources Of Growth At Different Stages Of Development," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 536-547, October.
    24. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    25. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    26. Albulescu, Claudiu Tiberiu & Tiwari, Aviral Kumar & Yoon, Seong-Min & Kang, Sang Hoon, 2019. "FDI, income, and environmental pollution in Latin America: Replication and extension using panel quantiles regression analysis," Energy Economics, Elsevier, vol. 84(C).
    27. Jaana Remes, Jan Mischke and Mekala Krishnan, 2018. "Solving the Productivity Puzzle: The Role of Demand and the Promise of Digitization," International Productivity Monitor, Centre for the Study of Living Standards, vol. 34, pages 28-51, Fall.
    28. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    29. Daron Acemoglu & James A. Robinson, 2008. "Persistence of Power, Elites, and Institutions," American Economic Review, American Economic Association, vol. 98(1), pages 267-293, March.
    30. Shujin Zhu & Renyu Li, 2017. "Economic complexity, human capital and economic growth: empirical research based on cross-country panel data," Applied Economics, Taylor & Francis Journals, vol. 49(38), pages 3815-3828, August.
    31. Pierre-Alexandre Balland & Cristian Jara-Figueroa & Sergio G. Petralia & Mathieu P. A. Steijn & David L. Rigby & César A. Hidalgo, 2020. "Complex economic activities concentrate in large cities," Nature Human Behaviour, Nature, vol. 4(3), pages 248-254, March.
    32. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    33. Raphael Kaplinsky & Masuma Farooki, 2011. "What are the implications for global value chains when the market shifts from the north to the south?," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 4(1/2/3), pages 13-38.
    34. Flavio L. Pinheiro & Pierre-Alexandre Balland & Ron Boschma & Dominik Hartmann, 2022. "The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2202, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.
    35. Adam B. ELHIRAIKA & Michael M. MBATE, 2014. "Assessing the Determinants of Export Diversification in Africa," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 14(1), pages 147-160.
    36. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
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