IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v89y2024ipbp250-271.html
   My bibliography  Save this article

Global value chains, productivity and markup: Evidence from India

Author

Listed:
  • Reddy, Ketan
  • Sasidharan, Subash

Abstract

In this study, we use large-scale firm-product-level panel data of Indian manufacturing firms to examine the link between global value chain (GVC) participation and firm performance. Using rich product-level information on prices and quantity, we measure firm-product level markup, productivity and examine the impact of GVC participation on these two measures of firm performance. We correct for self-selection induced endogeneity using propensity score matching (PSM) to explore the GVC – productivity/markup nexus. We provide evidence that firms participating in GVCs experience productivity premium. Moreover, the empirical analysis also discerns that GVCs firms observe fall in markups. In this regard, we decompose firms change in markup to price and cost channels and show that the fall in markup is predominantly driven by rising marginal costs of the firm. This can be attributed to the increasing dependence on imported intermediate inputs, which induces rise in costs associated with production in GVCs. We also examine the aforementioned dynamics taking into account firm heterogeneity in terms of size and technology intensity of industries. Our results are robust to alternate measures of GVC, and alternate matching procedures.

Suggested Citation

  • Reddy, Ketan & Sasidharan, Subash, 2024. "Global value chains, productivity and markup: Evidence from India," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 250-271.
  • Handle: RePEc:eee:reveco:v:89:y:2024:i:pb:p:250-271
    DOI: 10.1016/j.iref.2023.10.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056023003751
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2023.10.005?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 search for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    3. Ketan Reddy & Subash Sasidharan, 2023. "Digitalization and global value chain participation: firm-level evidence from Indian manufacturing," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 551-574, September.
    4. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    5. Choorikkad Veeramani & Lakshmi Aerath & Prachi Gupta, 2018. "Intensive and extensive margins of exports: What can India learn from China?," The World Economy, Wiley Blackwell, vol. 41(5), pages 1196-1222, May.
    6. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
    7. Jan Hagemejer, 2015. "Productivity spillovers in the GVC. The case of Poland and the New EU Member States," Working Papers 2015-42, Faculty of Economic Sciences, University of Warsaw.
    8. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    9. Stiebale, Joel & Vencappa, Dev, 2018. "Acquisitions, markups, efficiency, and product quality: Evidence from India," Journal of International Economics, Elsevier, vol. 112(C), pages 70-87.
    10. Davide Rigo, 2021. "Global value chains and technology transfer: new evidence from developing countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(2), pages 271-294, May.
    11. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    12. Pietrobelli, Carlo & Rabellotti, Roberta, 2011. "Global Value Chains Meet Innovation Systems: Are There Learning Opportunities for Developing Countries?," World Development, Elsevier, vol. 39(7), pages 1261-1269, July.
    13. Brucal, Arlan & Javorcik, Beata & Love, Inessa, 2019. "Good for the environment, good for business: Foreign acquisitions and energy intensity," Journal of International Economics, Elsevier, vol. 121(C).
    14. Chung, Wanyu, 2016. "Imported inputs and invoicing currency choice: Theory and evidence from UK transaction data," Journal of International Economics, Elsevier, vol. 99(C), pages 237-250.
    15. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    16. Lu, Yue & Shi, Huimin & Luo, Wei & Liu, Bin, 2018. "Productivity, financial constraints, and firms' global value chain participation: Evidence from China," Economic Modelling, Elsevier, vol. 73(C), pages 184-194.
    17. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    18. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    19. Cecília Hornok & Balázs Muraközy, 2019. "Markups of Exporters and Importers: Evidence from Hungary," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(3), pages 1303-1333, July.
    20. Shandre M. Thangavelu & Wenxiao Wang & Sothea Oum, 2018. "Servicification in global value chains: Comparative analysis of selected Asian countries with OECD," The World Economy, Wiley Blackwell, vol. 41(11), pages 3045-3070, November.
    21. Bose, Udichibarna & Mallick, Sushanta & Tsoukas, Serafeim, 2020. "Does easing access to foreign financing matter for firm performance?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    22. Karishma Banga, 2023. "Global value chains and product sophistication in developing countries; the case of Indian manufacturing," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 32(4), pages 509-536, May.
    23. Ketan Reddy & Subash Sasidharan & Shandre Thangavelu, 2023. "Does servicification of manufacturing increase the GVC activities of firms? Case of India," The World Economy, Wiley Blackwell, vol. 46(1), pages 153-181, January.
    24. Mr. Federico J Diez & Jiayue Fan & Carolina Villegas-Sánchez, 2019. "Global Declining Competition," IMF Working Papers 2019/082, International Monetary Fund.
    25. Cristina Constantinescu & Aaditya Mattoo & Michele Ruta, 2019. "Does vertical specialisation increase productivity?," The World Economy, Wiley Blackwell, vol. 42(8), pages 2385-2402, August.
    26. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    27. Marion Dovis & Chahir Zaki, 2020. "Global Value Chains and Local Business Environments: Which Factors Really Matter in Developing Countries?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 481-513, September.
    28. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    29. Gaurav Datt & Leah Uhe, 2019. "A Little Help May Be No Help at All: Size of Scholarships and Child Labour in Nepal," Journal of Development Studies, Taylor & Francis Journals, vol. 55(6), pages 1158-1181, June.
    30. João Amador & Sónia Cabral, 2016. "Global Value Chains: A Survey Of Drivers And Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 30(2), pages 278-301, April.
    31. Pierre Azoulay & Joshua S. Graff Zivin & Jialan Wang, 2010. "Superstar Extinction," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 549-589.
    32. Gopalan, Sasidaran & Reddy, Ketan & Sasidharan, Subash, 2022. "Does digitalization spur global value chain participation? Firm-level evidence from emerging markets," Information Economics and Policy, Elsevier, vol. 59(C).
    33. Ketan Reddy & Radeef Chundakkadan & Subash Sasidharan, 2021. "Firm innovation and global value chain participation," Small Business Economics, Springer, vol. 57(4), pages 1995-2015, December.
    34. Chih‐Hai Yang, 2021. "Do exporters have markup premiums and why (not)? Evidence from China," The World Economy, Wiley Blackwell, vol. 44(4), pages 956-979, April.
    35. Aleksandra Kordalska & Joanna Wolszczak-Derlacz & Aleksandra Parteka, 2016. "Global value chains and productivity gains: a cross-country analysis," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 41, pages 11-28.
    36. Singh, Rahul & Chanda, Rupa, 2021. "Technical regulations, intermediate inputs, and performance of firms: Evidence from India," Journal of International Economics, Elsevier, vol. 128(C).
    37. Padmashree Gehl Sampath & Bertha Vallejo, 2018. "Trade, Global Value Chains and Upgrading: What, When and How?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 481-504, July.
    38. Richard Baldwin & Javier Lopez-Gonzalez, 2015. "Supply-chain Trade: A Portrait of Global Patterns and Several Testable Hypotheses," The World Economy, Wiley Blackwell, vol. 38(11), pages 1682-1721, November.
    39. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, December.
    40. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    41. Zhang, Hongyong & Zhu, Lianming, 2017. "Markups and exporting behavior of foreign affiliates," Journal of Comparative Economics, Elsevier, vol. 45(3), pages 445-455.
    42. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    43. Karishma Banga, 2022. "Impact of global value chains on total factor productivity: The case of Indian manufacturing," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 704-735, May.
    44. Mallick, Sushanta & Marques, Helena, 2012. "Pricing to market with trade liberalization: The role of market heterogeneity and product differentiation in India’s exports," Journal of International Money and Finance, Elsevier, vol. 31(2), pages 310-336.
    45. Juan A. Máñez Castillejo & Consuelo Mínguez Bosque & María E. Rochina Barrachina & Juan A. Sanchis Llopis, 2020. "Trading activities, productivity and markups: Evidence for Spanish manufacturing," The World Economy, Wiley Blackwell, vol. 43(3), pages 644-680, March.
    46. 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.
    47. 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.
    48. Del Prete, Davide & Giovannetti, Giorgia & Marvasi, Enrico, 2018. "Global value chains: New evidence for North Africa," International Economics, Elsevier, vol. 153(C), pages 42-54.
    49. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    50. 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.
    51. Villegas-Sanchez, Carolina & Díez, Federico & Fan, Jiayue, 2019. "Global Declining Competition," CEPR Discussion Papers 13696, C.E.P.R. Discussion Papers.
    52. 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.
    53. Eeckhout, Jan & De loecker, Jan, 2018. "Global Market Power," CEPR Discussion Papers 13009, C.E.P.R. Discussion Papers.
    54. 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.
    55. Upward, Richard & Wang, Zheng & Zheng, Jinghai, 2013. "Weighing China’s export basket: The domestic content and technology intensity of Chinese exports," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 527-543.
    56. Zhi Wang & Shang-Jin Wei & Kunfu Zhu, 2013. "Quantifying International Production Sharing at the Bilateral and Sector Levels," NBER Working Papers 19677, National Bureau of Economic Research, Inc.
    57. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    58. Fiorini, Matteo & Sanfilippo, Marco & Sundaram, Asha, 2021. "Trade liberalization, roads and firm productivity," Journal of Development Economics, Elsevier, vol. 153(C).
    59. Siri Aas Rustad & Elisabeth Lio Rosvold & Halvard Buhaug, 2020. "Development Aid, Drought, and Coping Capacity," Journal of Development Studies, Taylor & Francis Journals, vol. 56(8), pages 1578-1593, July.
    60. 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.
    Full references (including those not matched with items on IDEAS)

    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. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    2. Ketan Reddy & Subash Sasidharan & Shandre Thangavelu, 2023. "Does servicification of manufacturing increase the GVC activities of firms? Case of India," The World Economy, Wiley Blackwell, vol. 46(1), pages 153-181, January.
    3. Ketan Reddy & Radeef Chundakkadan & Subash Sasidharan, 2021. "Firm innovation and global value chain participation," Small Business Economics, Springer, vol. 57(4), pages 1995-2015, December.
    4. 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.
    5. Bratti, Massimiliano & Felice, Giulia, 2018. "Product innovation by supplying domestic and foreign markets," International Journal of Industrial Organization, Elsevier, vol. 60(C), pages 126-178.
    6. Ketan Reddy & Subash Sasidharan, 2022. "Servicification and global value chain survival: Firm‐level evidence from India," Australian Economic Papers, Wiley Blackwell, vol. 61(3), pages 455-473, September.
    7. Giunta, A. & Montalbano, P. & Nenci, S., 2022. "Consistency of micro- and macro-level data on global value chains: Evidence from selected European countries," International Economics, Elsevier, vol. 171(C), pages 130-142.
    8. Stefan Pahl & Marcel P. Timmer, 2020. "Do Global Value Chains Enhance Economic Upgrading? A Long View," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1683-1705, July.
    9. Karishma Banga, 2022. "Impact of global value chains on total factor productivity: The case of Indian manufacturing," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 704-735, May.
    10. Can Li & Qi He & Han Ji & Shengguo Yu & Jiao Wang, 2023. "Reexamining the Impact of Global Value Chain Participation on Regional Economic Growth: New Evidence Based on a Nonlinear Model and Spatial Spillover Effects with Panel Data from Chinese Cities," Sustainability, MDPI, vol. 15(18), pages 1-31, September.
    11. Lu, Yue & Shi, Huimin & Luo, Wei & Liu, Bin, 2018. "Productivity, financial constraints, and firms' global value chain participation: Evidence from China," Economic Modelling, Elsevier, vol. 73(C), pages 184-194.
    12. Jangam, Bhushan Praveen & Rath, Badri Narayan, 2020. "Cross-country convergence in global value chains: Evidence from club convergence analysis," International Economics, Elsevier, vol. 163(C), pages 134-146.
    13. Montalbano, Pierluigi & Nenci, Silvia, 2022. "Does global value chain participation and positioning in the agriculture and food sectors affect economic performance? A global assessment," Food Policy, Elsevier, vol. 108(C).
    14. Yan Du & Yi Lu, 2018. "The Great Opening up and the Roadmap for the Future: The Story of China's International Trade," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(2), pages 68-93, March.
    15. Marilia Marcato & Carolina Baltar & Fernando Sarti, 2019. "International competitiveness in a vertically fragmented production structure: empirical challenges and evidence," Economics Bulletin, AccessEcon, vol. 39(2), pages 876-893.
    16. Ketan Reddy & Subash Sasidharan, 2023. "Digitalization and global value chain participation: firm-level evidence from Indian manufacturing," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 551-574, September.
    17. Mukherjee, Subhadip & Chanda, Rupa, 2021. "Tariff liberalization and firm-level markups in Indian manufacturing," Economic Modelling, Elsevier, vol. 103(C).
    18. Lorenzo Cresti & Maria Enrica Virgillito, 2023. "Weak sectors and weak ties? Labour dependence and asymmetric positioning in GVCs," LEM Papers Series 2023/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    19. Stiebale, Joel & Vencappa, Dev, 2022. "Import competition and vertical integration: Evidence from India," Journal of Development Economics, Elsevier, vol. 155(C).
    20. Sourish Dutta, 2020. "Learning and Upgrading in Global Value Chains: An Analysis of India’s Manufacturing Sector," Post-Print hal-03271575, HAL.

    More about this item

    Keywords

    Global value chains; Productivity; Markup;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F15 - International Economics - - Trade - - - Economic Integration
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

    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:reveco:v:89:y:2024:i:pb:p:250-271. 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/620165 .

    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.