IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v99y2021ics0264999321000729.html

Does global value chains participation improve skill premium? Mediating role of skill-biased technological change

Author

Listed:
  • Li, Huijuan
  • Cai, Weihong
  • Li, Wenxiu

Abstract

Since the rising skill premium in developing countries is paradoxical of what Heckscher-Ohlin-Samuelson have predicted, the global value chains (GVCs) participation seems to be a weak explanation for such rise in skill premium, while the skill-biased technological change (SBTC), which is induced by GVCs participation, becomes a dominant driver. Previous studies have treated GVCs participation and SBTC as two separate determinants of the skill premium and lacked an unified model to analyse their interactions. Therefore, we add SBTC into the trade model to strengthen the effect of GVCs participation on skill premium. Using an updated dataset of China’s service industry from 1995 to 2014, we examine whether GVCs participation increases skill premium via SBTC channel. We find that SBTC accounts for 75–82% of the total effect across sectors, especially in high-tech intensive sectors. Our empirical results provide many policy implications including strengthening the SBTC mechanism to improve the skill premium.

Suggested Citation

  • Li, Huijuan & Cai, Weihong & Li, Wenxiu, 2021. "Does global value chains participation improve skill premium? Mediating role of skill-biased technological change," Economic Modelling, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:ecmode:v:99:y:2021:i:c:s0264999321000729
    DOI: 10.1016/j.econmod.2021.03.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999321000729
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2021.03.008?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Justin Caron & Thibault Fally & James Markusen, 2021. "Per capita income and the demand for skills," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 12, pages 251-268, World Scientific Publishing Co. Pte. Ltd..
    2. Feenstra, Robert C & Hanson, Gordon H, 1996. "Globalization, Outsourcing, and Wage Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 240-245, May.
    3. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    4. Mauro Caselli, 2014. "Trade, skill-biased technical change and wages in Mexican manufacturing," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 336-348, January.
    5. Gonzague Vannoorenberghe, 2011. "Trade between symmetric countries, heterogeneous firms, and the skill premium," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(1), pages 148-170, February.
    6. Attanasio, Orazio & Goldberg, Pinelopi K. & Pavcnik, Nina, 2004. "Trade reforms and wage inequality in Colombia," Journal of Development Economics, Elsevier, vol. 74(2), pages 331-366, August.
    7. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    8. Anwar, Sajid & Sun, Sizhong & Valadkhani, Abbas, 2013. "International outsourcing of skill intensive tasks and wage inequality," Economic Modelling, Elsevier, vol. 31(C), pages 590-597.
    9. Chaudhuri, Sarbajit & Banerjee, Dibyendu, 2010. "Foreign capital inflow, skilled-unskilled wage inequality and unemployment of unskilled labour in a fair wage model," Economic Modelling, Elsevier, vol. 27(1), pages 477-486, January.
    10. Tsionas, Mike G. & Mallick, Sushanta K., 2019. "A Bayesian semiparametric approach to stochastic frontiers and productivity," European Journal of Operational Research, Elsevier, vol. 274(1), pages 391-402.
    11. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    12. Guohua Feng & Chuan Wang & Xibin Zhang, 2019. "Estimation of inefficiency in stochastic frontier models: a Bayesian kernel approach," Journal of Productivity Analysis, Springer, vol. 51(1), pages 1-19, February.
    13. Sushanta K. MALLICK & Ricardo M. SOUSA, 2017. "The skill premium effect of technological change: New evidence from United States manufacturing," International Labour Review, International Labour Organization, vol. 156(1), pages 113-131, March.
    14. Shen, Chunmiao & Zheng, Jianghuai, 2020. "Does global value chains participation really promote skill-biased technological change? Theory and evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 10-18.
    15. Afonso, Oscar & Neves, Pedro Cunha & Thompson, Maria, 2016. "The skill premium and economic growth with costly investment, complementarities and international trade of intermediate goods," Japan and the World Economy, Elsevier, vol. 37, pages 73-86.
    16. Marouani, Mohamed A. & Nilsson, Björn, 2016. "The labor market effects of skill-biased technological change in Malaysia," Economic Modelling, Elsevier, vol. 57(C), pages 55-75.
    17. Basu, Parantap & Guariglia, Alessandra, 2007. "Foreign Direct Investment, inequality, and growth," Journal of Macroeconomics, Elsevier, vol. 29(4), pages 824-839, December.
    18. Baltagi, Badi H., 2015. "The Oxford Handbook of Panel Data," OUP Catalogue, Oxford University Press, number 9780199940042.
    19. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    20. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    21. Ariel Burstein & Jonathan Vogel, 2017. "International Trade, Technology, and the Skill Premium," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1356-1412.
    22. Mehta, Aashish & Hasan, Rana, 2012. "The effects of trade and services liberalization on wage inequality in India," International Review of Economics & Finance, Elsevier, vol. 23(C), pages 75-90.
    23. Chen, Ting & Chen, Xianmeng & Wang, Cong & Xiang, Xunyong, 2018. "Export behavior and firm innovation: New method and evidence," Economics Letters, Elsevier, vol. 170(C), pages 76-78.
    24. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    25. Sushanta Mallick & Yong Yang, 2013. "Productivity Performance of Export Market Entry and Exit: Evidence from Indian Firms," Review of International Economics, Wiley Blackwell, vol. 21(4), pages 809-824, September.
    26. Zeira, Joseph, 2007. "Wage inequality, technology, and trade," Journal of Economic Theory, Elsevier, vol. 137(1), pages 79-103, November.
    27. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Trade Liberalization and New Imported Inputs," American Economic Review, American Economic Association, vol. 99(2), pages 494-500, May.
    28. 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.
    29. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    30. Egger, Hartmut & Egger, Peter & Kreickemeier, Udo, 2013. "Trade, wages, and profits," European Economic Review, Elsevier, vol. 64(C), pages 332-350.
    31. Goldberg, Pinelopi Koujianou & Pavcnik, Nina, 2005. "Trade, wages, and the political economy of trade protection: evidence from the Colombian trade reforms," Journal of International Economics, Elsevier, vol. 66(1), pages 75-105, May.
    32. 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.
    33. Goel, Manisha, 2017. "Offshoring – Effects on technology and implications for the labor market," European Economic Review, Elsevier, vol. 98(C), pages 217-239.
    34. Borrs, Linda & Knauth, Florian, 2021. "Trade, technology, and the channels of wage inequality," European Economic Review, Elsevier, vol. 131(C).
    35. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    36. 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.
    37. 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.
    38. Daron Acemoglu & Gino Gancia & Fabrizio Zilibotti, 2015. "Offshoring and Directed Technical Change," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 84-122, July.
    39. Aekapol Chongvilaivan & Shandre M. Thangavelu, 2012. "Does Outsourcing Provision Lead to Wage Inequality? New Evidence from Thailand's Establishment‐level Data," Review of International Economics, Wiley Blackwell, vol. 20(2), pages 364-376, May.
    40. Roy Chowdhury, Sahana, 2010. "Technology and outsourcing: An explanation to the rising wage gap," Economic Modelling, Elsevier, vol. 27(1), pages 380-387, January.
    41. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Valeria Gattai & Piergiovanna Natale & Francesca Rossi, 2022. "Board Diversity and Outward FDI: Evidence from Europe," Working Papers 491, University of Milano-Bicocca, Department of Economics, revised Mar 2022.
    2. Yang, Chih-Hai & Tsou, Meng-Wen, 2022. "Exports and the demand for skilled labor in China: Do foreign ownership and trade type matter?," Economic Modelling, Elsevier, vol. 106(C).
    3. Tang, Yiding & Zhu, Shujin & Luo, Yan & Duan, Wenjing, 2022. "Input servitization, global value chain, and carbon mitigation: An input-output perspective of global manufacturing industry," Economic Modelling, Elsevier, vol. 117(C).
    4. Wu, Yan & Strange, Roger & Shirodkar, Vikrant, 2022. "Lateral knowledge transfer and foreign affiliate performance: The importance of affiliate strategic roles," Economic Modelling, Elsevier, vol. 116(C).
    5. Yu, Huan & Yao, Li, 2024. "The impact of digital trade regulation on the manufacturing position in the GVC," Economic Modelling, Elsevier, vol. 135(C).
    6. Samartzidis, Lasare & Mundt, Philipp & Schulz-Gebhard, Jan, 2024. "Input specificity and labor's bargaining power: A production tree approach to functional income distribution," BERG Working Paper Series 198, Bamberg University, Bamberg Economic Research Group.
    7. Gattai, Valeria & Natale, Piergiovanna & Rossi, Francesca, 2023. "Board diversity and outward FDI: Evidence from europe," Economic Modelling, Elsevier, vol. 120(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2017. "Innovations, growth and participation in advanced economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 14(2), pages 293-351, April.
    2. Jiancai Pi & Yanwei Fan, 2022. "Financial frictions and wage inequality," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1064-1074, January.
    3. Pi, Jiancai & Zhang, Pengqing, 2018. "Skill-biased technological change and wage inequality in developing countries," International Review of Economics & Finance, Elsevier, vol. 56(C), pages 347-362.
    4. Zhang, Jingjing & Leoncini, Riccardo & Tsai, Yingyi, 2018. "Intellectual property rights protection, labour mobility and wage inequality," Economic Modelling, Elsevier, vol. 70(C), pages 239-244.
    5. Vuković, Danijela Lazović & Damijan, Jože P., 2025. "Drivers of income inequality in OECD countries: Testing the Milanovic's TOP hypothesis," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 416-440.
    6. Edwards, T. Huw & Lücke, Matthias, 2021. "Decomposing the growth of the high-skilled wage premium in an advanced economy open to trade," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 766-784.
    7. Zhang, Jingjing, 2015. "International factor mobility, elasticity of substitution in production and the skilled–unskilled wage gap," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 122-129.
    8. Hutter, Christian & Weber, Enzo, 2021. "Labour market miracle, productivity debacle: Measuring the effects of skill-biased and skill-neutral technical change," Economic Modelling, Elsevier, vol. 102(C).
    9. Lee, Eunhee, 2020. "Trade, inequality, and the endogenous sorting ofheterogeneous workers," Journal of International Economics, Elsevier, vol. 125(C).
    10. Rosario Crinò, 2009. "Offshoring, Multinationals And Labour Market: A Review Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 197-249, April.
    11. Carlos Medina & Christian Posso, 2010. "Technical Change and Polarization of the Labor Market: Evidence for Brazil, Colombia and Mexico," Borradores de Economia 614, Banco de la Republica de Colombia.
    12. Engelmann, Sabine, 2011. "Trade liberalisation, technical change and skill-specific unemployment," IAB-Discussion Paper 201119, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Brueckner, Markus & Van Long, Ngo & Vespignani, Joaquin, 2020. "Non-gravity trade," Working Papers 2020-04, University of Tasmania, Tasmanian School of Business and Economics.
    14. Bebonchu Atems & Grayden Shand, 2018. "An empirical analysis of the relationship between entrepreneurship and income inequality," Small Business Economics, Springer, vol. 51(4), pages 905-922, December.
    15. Pablo Duarte & Gunther Schnabl, 2015. "Macroeconomic Policy Making, Exchange Rate Adjustment and Current Account Imbalances in Emerging Markets," Review of Development Economics, Wiley Blackwell, vol. 19(3), pages 531-544, August.
    16. Campos-González, Jorge & Balcombe, Kelvin, 2024. "The race between education and technology in Chile and its impact on the skill premium," Economic Modelling, Elsevier, vol. 131(C).
    17. Gangopadhyay, Kausik & Nishimura, Atsushi & Pal, Rupayan, 2016. "Can the information technology revolution explain the incidence of co-movement of skill premium and stock prices?," Economic Modelling, Elsevier, vol. 53(C), pages 107-120.
    18. Mamkhezri, Jamal, 2025. "Assessing price elasticity in US residential electricity consumption: A comparison of monthly and annual data with recession implications," Energy Policy, Elsevier, vol. 200(C).
    19. Peñasco, Cristina & del Río, Pablo & Romero-Jordán, Desiderio, 2017. "Gas and electricity demand in Spanish manufacturing industries: An analysis using homogeneous and heterogeneous estimators," Utilities Policy, Elsevier, vol. 45(C), pages 45-60.
    20. Gandjon Fankem, Gislain Stéphane & Feyom, Cédric, 2024. "Does trade openness improve or worsen public governance in sub-Saharan Africa?," International Economics, Elsevier, vol. 178(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D41 - Microeconomics - - Market Structure, Pricing, and Design - - - Perfect Competition
    • E13 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Neoclassical

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:99:y:2021:i:c:s0264999321000729. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.