IDEAS home Printed from https://ideas.repec.org/a/sae/fortra/v60y2025i1p83-108.html

Foreign Direct Investment and Technology Spillovers: An Analysis of Indian Manufacturing

Author

Listed:
  • Chandrakanti Behera

Abstract

Using a rich firm-level panel dataset of Indian manufacturing over 2010–2018, this study aims to identify the spillover effects associated with foreign direct investment (FDI). To this end, we distinguish spillover effects into horizontal (Intra-industry linkage) and vertical (backward or downstream and forward or upstream Inter-industry linkages) FDI channels. We employ various semi-parametric methods to tackle the endogeneity issues in productivity estimation. We find that backward spillover from the downstream multinational enterprises is the only source of total factor productivity gains. However, the magnitude of negative forward–vertical linkage is larger than the positive backward–vertical effect. The analysis also broadly compares technology spillovers for domestic and all firms in the sector. Finally, we investigate productivity spillover across industries based on their technology intensity. Our findings suggest that industry heterogeneity is a key driver of FDI spillover. JEL Codes : F23, D24, O33, L1

Suggested Citation

  • Chandrakanti Behera, 2025. "Foreign Direct Investment and Technology Spillovers: An Analysis of Indian Manufacturing," Foreign Trade Review, , vol. 60(1), pages 83-108, February.
  • Handle: RePEc:sae:fortra:v:60:y:2025:i:1:p:83-108
    DOI: 10.1177/00157325231190509
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/00157325231190509
    Download Restriction: no

    File URL: https://libkey.io/10.1177/00157325231190509?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
    ---><---

    References listed on IDEAS

    as
    1. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    2. Sanjaya Malik, 2015. "Conditional technology spillovers from foreign direct investment: evidence from Indian manufacturing industries," Journal of Productivity Analysis, Springer, vol. 43(2), pages 183-198, April.
    3. Bournakis, Ioannis, 2021. "Spillovers and productivity: Revisiting the puzzle with EU firm level data," Economics Letters, Elsevier, vol. 201(C).
    4. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    5. 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.
    6. 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.
    7. V. Pradeep & Mita Bhattacharya & Jong-Rong Chen, 2017. "Spillover Effects of Research and Development, Exports and Foreign Investment on Productivity," Journal of South Asian Development, , vol. 12(1), pages 18-41, April.
    8. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    9. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    10. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    11. Ioannis Bournakis & Sotiris Papaioannou & Marina Papanastassiou, 2022. "Multinationals and domestic total factor productivity: Competition effects, knowledge spillovers and foreign ownership," The World Economy, Wiley Blackwell, vol. 45(12), pages 3715-3750, December.
    12. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    13. Vinish Kathuria, 2002. "Liberalisation, FDI, and productivity spillovers--an analysis of Indian manufacturing firms," Oxford Economic Papers, Oxford University Press, vol. 54(4), pages 688-718, October.
    14. Newman, Carol & Rand, John & Talbot, Theodore & Tarp, Finn, 2015. "Technology transfers, foreign investment and productivity spillovers," European Economic Review, Elsevier, vol. 76(C), pages 168-187.
    15. Marin, Anabel & Sasidharan, Subash, 2010. "Heterogeneous MNC subsidiaries and technological spillovers: Explaining positive and negative effects in India," Research Policy, Elsevier, vol. 39(9), pages 1227-1241, November.
    16. Ergun Dogan & Koi Nyen Wong & Michael M. C. Yap, 2017. "Vertical and Horizontal Spillovers from Foreign Direct Investment: Evidence from Malaysian Manufacturing," Asian Economic Papers, MIT Press, vol. 16(3), pages 158-183, Fall.
    17. Djankov, Simeon & Hoekman, Bernard M, 2000. "Foreign Investment and Productivity Growth in Czech Enterprises," The World Bank Economic Review, World Bank, vol. 14(1), pages 49-64, January.
    18. Yanling Wang, 2010. "FDI and productivity growth: the role of inter‐industry linkages," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1243-1272, November.
    19. Sanghita Mondal & Manoj Pant, 2018. "Firm Capabilities and Productivity Spillovers from FDI: Evidence from Indian Manufacturing Firms," India Studies in Business and Economics, in: N.S. Siddharthan & K. Narayanan (ed.), Globalisation of Technology, chapter 0, pages 91-125, Springer.
    20. repec:bla:econom:v:38:y:1971:i:149:p:1-27 is not listed on IDEAS
    21. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    22. Yanling Wang, 2010. "FDI and productivity growth: the role of inter-industry linkages," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1243-1272, November.
    23. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    24. Vinish Kathuria, 2010. "Does the Technology Gap Influence Spillovers? A Post-liberalization Analysis of Indian Manufacturing Industries," Oxford Development Studies, Taylor & Francis Journals, vol. 38(2), pages 145-170.
    25. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    26. Carluccio, Juan & Fally, Thibault, 2013. "Foreign entry and spillovers with technological incompatibilities in the supply chain," Journal of International Economics, Elsevier, vol. 90(1), pages 123-135.
    27. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    28. Matija Rojec & Mark Knell, 2018. "Why Is There A Lack Of Evidence On Knowledge Spillovers From Foreign Direct Investment?," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 579-612, July.
    29. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    30. Andrés Barge‐Gil & Alberto López & Ramón Núñez‐Sánchez, 2020. "Technological spillovers from multinational firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3184-3202, December.
    31. repec:bla:econom:v:41:y:1974:i:162:p:176-93 is not listed on IDEAS
    32. Ipsita Roy & Sourabh Bikas Paul, 2022. "Knowledge Spillovers and Productivity Growth: Role of Absorptive Capacity in the Indian Manufacturing Sector," Journal of Industry, Competition and Trade, Springer, vol. 22(2), pages 233-257, June.
    33. 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.
    34. Havranek, Tomas & Irsova, Zuzana, 2011. "Estimating vertical spillovers from FDI: Why results vary and what the true effect is," Journal of International Economics, Elsevier, vol. 85(2), pages 234-244.
    35. Blomstrom, Magnus, 1986. "Foreign Investment and Productive Efficiency: The Case of Mexico," Journal of Industrial Economics, Wiley Blackwell, vol. 35(1), pages 97-110, September.
    36. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    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. Orlic, Edvard & Hashi, Iraj & Hisarciklilar, Mehtap, 2018. "Cross sectoral FDI spillovers and their impact on manufacturing productivity," International Business Review, Elsevier, vol. 27(4), pages 777-796.
    2. Binyam A. Demena & Peter A. G. van Bergeijk, 2017. "A Meta-Analysis Of Fdi And Productivity Spillovers In Developing Countries," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 546-571, April.
    3. Genthner, Robert & Kis-Katos, Krisztina, 2022. "Foreign investment regulation and firm productivity: Granular evidence from Indonesia," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 668-687.
    4. Ioannis Bournakis & Sotiris Papaioannou & Marina Papanastassiou, 2022. "Multinationals and domestic total factor productivity: Competition effects, knowledge spillovers and foreign ownership," The World Economy, Wiley Blackwell, vol. 45(12), pages 3715-3750, December.
    5. Sarker, Bibhuti & Serieux, John, 2022. "Foreign-invested and domestic firm attributes and spillover effects: Evidence from Brazil," Journal of Multinational Financial Management, Elsevier, vol. 63(C).
    6. Bin Ni & Hayato Kato, 2020. "Do vertical spillovers differ by investors’ productivity? Theory and evidence from Vietnam," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 1046-1072, August.
    7. Jaan Masso & Priit Vahter, 2023. "Joining and exiting the value chain of foreign multinationals and performance of their local suppliers: evidence from interfirm transaction data," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(4), pages 848-875.
    8. Gao, Yunshu & Yin, Sisi & Ferrett, Ben & Gao, Bo, 2024. "FDI deregulation and firm innovation: Evidence from firm patents," China Economic Review, Elsevier, vol. 83(C).
    9. Ali, Nesma & Stiebale, Joel, 2026. "Foreign direct investment, prices and efficiency: Evidence from India," Journal of International Economics, Elsevier, vol. 159(C).
    10. Bournakis, Ioannis, 2021. "Spillovers and productivity: Revisiting the puzzle with EU firm level data," Economics Letters, Elsevier, vol. 201(C).
    11. Seda Köymen Özer & Selin Sayek Böke, 2017. "The Characteristics of Domestic Firms: Materializing Productivity Spillovers from FDI," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(11), pages 2562-2584, November.
    12. Ali, Nesma & Stiebale, Joel, 2021. "Foreign direct investment, prices and efficiency: Evidence from India," DICE Discussion Papers 363, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    13. Bournakis, Ioannis & Papanastassiou, Marina & Papaioannou, Sotiris, 2020. "Multinationals and Domestic TFP: Market Shares, Agglomerations Gains and Foreign Ownership," MPRA Paper 106626, University Library of Munich, Germany.
    14. Chetia, Pompi & Behera, Smruti Ranjan & Mishra, Tapas & Parhi, Mamta, 2025. "FDI spillovers, innovation and the role of industrial clusters: Evidence from innovative Indian manufacturing firms," Economic Modelling, Elsevier, vol. 152(C).
    15. Muhammed BENLI, 2016. "FDI and export spillovers using Heckman’s two step approach: Evidence from Turkish manufacturing data," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(609), W), pages 315-342, Winter.
    16. Syeda Tamkeen Fatima, 2016. "Productivity spillovers from foreign direct investment: evidence from Turkish micro-level data," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(3), pages 291-324, June.
    17. Sara L. McGaughey & Pascalis Raimondos & Lisbeth La Cour, 2018. "What is a Foreign Firm? Implications for Productivity Spillovers," CESifo Working Paper Series 7109, CESifo.
    18. Jaan Masso & Priit Vahter, 2021. "Joining And Exiting The Value Chain Of Multinationals And The Performance Of Suppliers: Evidence From Inter-Firm Transaction Data," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 136, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    19. Bournakis, Ioannis & Tsionas, Mike, 2022. "Productivity with Endogenous FDI Spillovers: A Novel Estimation Approach," International Journal of Production Economics, Elsevier, vol. 251(C).
    20. Cristina Jude, 2016. "Technology Spillovers from FDI. Evidence on the Intensity of Different Spillover Channels," The World Economy, Wiley Blackwell, vol. 39(12), pages 1947-1973, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • 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:sae:fortra:v:60:y:2025:i:1:p:83-108. 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: SAGE Publications (email available below). General contact details of provider: .

    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.