IDEAS home Printed from https://ideas.repec.org/a/pal/eurjdr/v34y2022i1d10.1057_s41287-020-00357-x.html
   My bibliography  Save this article

Digital Technologies and Product Upgrading in Global Value Chains: Empirical Evidence from Indian Manufacturing Firms

Author

Listed:
  • Karishma Banga

    (Overseas Development Institute)

Abstract

This paper provides empirical evidence on the impact of digitalisation on product upgrading in Global Value Chains (GVCs). Analysis is done for a sample of Indian manufacturing GVC firms in the period 2001–2015 from the firm-level database Prowess, using the methodology of System Generalised Method of Moments. Product upgrading is captured by a novel sales-weighted average product sophistication indicator constructed at the firm level. Digitalisation is captured through a digital capability index, constructed using principal component analysis, which draws information on both ‘hard’ and ‘soft’ digital assets for firms. Empirical results indicate that an increase in digital capability of an Indian GVC firm has a significant and positive impact on its product sophistication, implying that by investing in digital capabilities, Indian manufacturing firms can produce better and more sophisticated products in GVCs, enabling them to upgrade and climb up the value-chain ladder. Firms that are Digital Leaders produce 4–5% more sophisticated goods than Digital Laggards.

Suggested Citation

  • Karishma Banga, 2022. "Digital Technologies and Product Upgrading in Global Value Chains: Empirical Evidence from Indian Manufacturing Firms," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 77-102, February.
  • Handle: RePEc:pal:eurjdr:v:34:y:2022:i:1:d:10.1057_s41287-020-00357-x
    DOI: 10.1057/s41287-020-00357-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41287-020-00357-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41287-020-00357-x?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. Stephan Huber, 2018. "Indicators of Product Sophistication and Factor Intensities: Measurement Matters," Contributions to Economics, in: Product Characteristics in International Economics, chapter 0, pages 9-50, Springer.
    2. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 379-436.
    3. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    6. Evžen Kočenda & Karen Poghosyan, 2018. "Export Sophistication: A Dynamic Panel Data Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2799-2814, September.
    7. Koen De Backer & Dorothee Flaig, 2017. "The future of global value chains: Business as usual or “a new normal”?," OECD Science, Technology and Industry Policy Papers 41, OECD Publishing.
    8. Beata S. Javorcik & Alessia Lo Turco & Daniela Maggioni, 2018. "New and Improved: Does FDI Boost Production Complexity in Host Countries?," Economic Journal, Royal Economic Society, vol. 128(614), pages 2507-2537, September.
    9. Stephan Huber, 2018. "Product Sophistication and Spillovers from Foreign Direct Investment," Contributions to Economics, in: Product Characteristics in International Economics, chapter 0, pages 51-90, Springer.
    10. Christopher Foster & Mark Graham & Laura Mann & Timothy Waema & Nicolas Friederici, 2018. "Digital Control in Value Chains: Challenges of Connectivity for East African Firms," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 68-86, January.
    11. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum, 2017. "Trade and Manufacturing Jobs in Germany," American Economic Review, American Economic Association, vol. 107(5), pages 337-342, May.
    12. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    13. 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.
    14. Maria Bas & Vanessa Strauss-Kahn, 2013. "Input-Trade Liberalization, Export Prices and Quality Upgrading," Sciences Po publications 2013-13, Sciences Po.
    15. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    16. Georg Graetz & Guy Michaels, 2017. "Is Modern Technology Responsible for Jobless Recoveries?," American Economic Review, American Economic Association, vol. 107(5), pages 168-173, May.
    17. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    18. Bell, Martin & Albu, Michael, 1999. "Knowledge Systems and Technological Dynamism in Industrial Clusters in Developing Countries," World Development, Elsevier, vol. 27(9), pages 1715-1734, September.
    19. Amit K. Khandelwal & Peter K. Schott & Shang-Jin Wei, 2013. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters," American Economic Review, American Economic Association, vol. 103(6), pages 2169-2195, October.
    20. 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.
    21. Puga, Diego & Trefler, Daniel, 2010. "Wake up and smell the ginseng: International trade and the rise of incremental innovation in low-wage countries," Journal of Development Economics, Elsevier, vol. 91(1), pages 64-76, January.
    22. Li, Baibing & Martin, Elaine B. & Morris, A. Julian, 2002. "On principal component analysis in L1," Computational Statistics & Data Analysis, Elsevier, vol. 40(3), pages 471-474, September.
    23. Andrea Szalavetz, 2019. "Digitalisation, automation and upgrading in global value chains - factory economy actors versus lead companies," Post-Communist Economies, Taylor & Francis Journals, vol. 31(5), pages 646-670, September.
    24. Hausmann, Ricardo & Klinger, Bailey, 2006. "Structural Transformation and Patterns of Comparative Advantage in the Product Space," Working Paper Series rwp06-041, Harvard University, John F. Kennedy School of Government.
    25. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    26. Matthias Arnold, Jens & Javorcik, Beata S., 2009. "Gifted kids or pushy parents? Foreign direct investment and plant productivity in Indonesia," Journal of International Economics, Elsevier, vol. 79(1), pages 42-53, September.
    27. Amit Khandelwal, 2010. "The Long and Short (of) Quality Ladders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1450-1476.
    28. Dani Rodrik, 2018. "New Technologies, Global Value Chains, and the Developing Economies," CESifo Working Paper Series 7307, CESifo.
    29. Torfinn Harding & Beata S. Javorcik, 2012. "Foreign Direct Investment and Export Upgrading," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 964-980, November.
    30. Cattaneo, O. & Gereffi, G. & Miroudot, S. & Taglioni, D., 2013. "Joining, upgrading and being competitive in global value chains : a strategic framework," Policy Research Working Paper Series 6406, The World Bank.
    31. Banga, Karishma, 2016. "Impact of Global Value Chains on Employment in India," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 31(3), pages 631-673.
    32. Kroll, Henning & Horvat, Djerdj & Jäger, Angela, 2018. "Effects of automatisation and digitalisation on manufacturing companies' production efficiency and innovation performance," Discussion Papers "Innovation Systems and Policy Analysis" 58, Fraunhofer Institute for Systems and Innovation Research (ISI).
    33. Sanjaya Lall, 2001. "Competitiveness, Technology and Skills," Books, Edward Elgar Publishing, number 2298.
    34. Paulo N. Figueiredo, 2001. "Technological Learning and Competitive Performance," Books, Edward Elgar Publishing, number 2373.
    35. Geoffrey Barrows & Helene Ollivier, 2016. "Emission intensity and firm dynamics: reallocation, product mix, and technology in India," GRI Working Papers 245, Grantham Research Institute on Climate Change and the Environment.
    36. Alessandra Tucci, 2005. "Trade, Foreign Networks and Performance: a Firm-Level Analysis for India," Development Working Papers 199, Centro Studi Luca d'Agliano, University of Milano.
    37. Bas, Maria & Strauss-Kahn, Vanessa, 2015. "Input-trade liberalization, export prices and quality upgrading," Journal of International Economics, Elsevier, vol. 95(2), pages 250-262.
    38. Baldwin, John R. & Yan, Beiling, 2014. "Global Value Chains and the Productivity of Canadian Manufacturing Firms," Economic Analysis (EA) Research Paper Series 2014090e, Statistics Canada, Analytical Studies Branch.
    39. Córcoles, David & Díaz-Mora, Carmen & Gandoy, Rosario, 2014. "Product sophistication: A tie that binds partners in international trade," Economic Modelling, Elsevier, vol. 44(S1), pages 33-41.
    40. Ponte, Stefano & Ewert, Joachim, 2009. "Which Way is "Up" in Upgrading? Trajectories of Change in the Value Chain for South African Wine," World Development, Elsevier, vol. 37(10), pages 1637-1650, October.
    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. Fei Wang & Linwei Ye, 2023. "Digital Transformation and Export Quality of Chinese Products: An Analysis Based on Innovation Efficiency and Total Factor Productivity," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    2. 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.
    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.

    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. Karishma Banga, 2019. "Digital technologies and 'value' capture in global value chains: Empirical evidence from Indian manufacturing firms," WIDER Working Paper Series wp-2019-43, World Institute for Development Economic Research (UNU-WIDER).
    2. Beata S. Javorcik & Alessia Lo Turco & Daniela Maggioni, 2018. "New and Improved: Does FDI Boost Production Complexity in Host Countries?," Economic Journal, Royal Economic Society, vol. 128(614), pages 2507-2537, September.
    3. Gideon Ndubuisi & Solomon Owusu, 2021. "How important is GVC participation to export upgrading?," The World Economy, Wiley Blackwell, vol. 44(10), pages 2887-2908, October.
    4. Poncet, Sandra & Starosta de Waldemar, Felipe, 2013. "Export Upgrading and Growth: The Prerequisite of Domestic Embeddedness," World Development, Elsevier, vol. 51(C), pages 104-118.
    5. Sandra Poncet & Felipe Starosta, 2013. "Export upgrading and growth in China: the prerequisite of domestic embeddedness," PSE - G-MOND WORKING PAPERS halshs-00960684, HAL.
    6. Nebojsa Stojcic & Edvard Orlic, 2016. "Foreign Direct Investment And Structural Transformation Of Exports," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 25(2), pages 355-378, december.
    7. Poupakis,Stavros, 2020. "Are Inflows of FDI Good for Russian Exporters ?," Policy Research Working Paper Series 9201, The World Bank.
    8. Pasquali, Giovanni & Krishnan, Aarti & Alford, Matthew, 2021. "Multichain strategies and economic upgrading in global value chains: Evidence from Kenyan horticulture," World Development, Elsevier, vol. 146(C).
    9. Copestake, Alexander & Zhang, Wenzhang, 2023. "Inputs, networks and quality-upgrading: Evidence from China in India," China Economic Review, Elsevier, vol. 77(C).
    10. Bas, Maria & Paunov, Caroline, 2021. "Input quality and skills are complementary and increase output quality: Causal evidence from Ecuador’s trade liberalization," Journal of Development Economics, Elsevier, vol. 151(C).
    11. Maria Bas & Caroline Paunov, 2019. "What gains and distributional implications result from trade liberalization," Documents de travail du Centre d'Economie de la Sorbonne 19003, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    12. Imbruno, Michele & Ketterer, Tobias D., 2018. "Energy efficiency gains from importing intermediate inputs: Firm-level evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 135(C), pages 117-141.
    13. Meyer, Birgit, 2020. "How deep is your love? Innovation, Upgrading and the Depth of Internationalization," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224584, Verein für Socialpolitik / German Economic Association.
    14. Andrea Ciani & Joel Stiebale, 2020. "Export performance under domestic anti-dumping protection," Discussion Papers 2020-08, University of Nottingham, GEP.
    15. 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.
    16. Stavros Poupakis, 2022. "Does FDI in Upstream and Downstream Sectors Facilitate Quality Upgrading? Evidence from Russian Exporters," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(2), pages 451-471, April.
    17. Manova, Kalina & Yu, Zhihong, 2017. "Multi-product firms and product quality," Journal of International Economics, Elsevier, vol. 109(C), pages 116-137.
    18. Andrea Ciani & Michele Imbruno, 2017. "Microeconomic mechanisms behind export spillovers from FDI: evidence from Bulgaria," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 703-734, November.
    19. Torres Mazzi, Caio & Foster-McGregor, Neil, 2021. "Imported intermediates, technological capabilities and exports: Evidence from Brazilian firm-level data," Research Policy, Elsevier, vol. 50(1).
    20. Hu, Cui & Parsley, David & Tan, Yong, 2021. "Exchange rate induced export quality upgrading: A firm-level perspective," Economic Modelling, Elsevier, vol. 98(C), pages 336-348.

    More about this item

    Keywords

    Digital technologies; Global value chains; Upgrading; Indian manufacturing;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • F6 - International Economics - - Economic Impacts of Globalization
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance

    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:pal:eurjdr:v:34:y:2022:i:1:d:10.1057_s41287-020-00357-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.