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Knowledge Spillovers and Productivity Growth: Role of Absorptive Capacity in the Indian Manufacturing Sector

Author

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  • Ipsita Roy

    (Indian Institute of Technology Delhi
    National Institute of Technology Rourkela)

  • Sourabh Bikas Paul

    (Indian Institute of Technology Delhi)

Abstract

The paper explores the role of absorptive capacity in understanding the association between international knowledge spillovers and total factor productivity (TFP) growth in Indian manufacturing. Imports and FDI provide two major channels of knowledge spillovers while private research and development (R&D) and education-weighted human capital are used as proxies for domestic absorptive capacity. Applying pooled linear regression on 2-digit manufacturing sectors based on NIC 2008 (ISIC Rev. 4) for 2000–2016 in India, positive spillover effects of FDI and imports on TFP growth are confirmed. However, when looking at moderation effects, absorptive capacity is found to moderate the relationship between knowledge spillovers and domestic productivity negatively. When the manufacturing sectors are sub-grouped based on their technological intensities, interesting differences emerge. For the low-tech and medium–low-tech sectors, spillovers from FDI negatively affect TFP. In contrast, in the high-tech and medium–high-tech sectors, spillovers from imports as well as FDI have a dampening effect on productivity. With respect to interaction effects, absorptive capacity negatively moderates the relationship between FDI spillovers and TFP growth in the low-tech sectors. In the high-tech sectors, interestingly, human capital positively moderates import spillovers for productivity growth while no such moderation effect is found for R&D. Overall, results indicate that industries witnessing considerable FDI inflows and imports in recent years have not experienced direct productivity gains in the same proportion. This highlights the importance of absorptive capacity for productivity growth and the need for policy intervention at disaggregated sectoral level in India.

Suggested Citation

  • 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.
    • Handle: RePEc:kap:jincot:v:22:y:2022:i:2:d:10.1007_s10842-022-00382-y
    DOI: 10.1007/s10842-022-00382-y
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    1. Park, Se-Hark & Chan, Kenneth S., 1989. "A cross-country input-output analysis of intersectoral relationships between manufacturing and services and their employment implications," World Development, Elsevier, vol. 17(2), pages 199-212, February.
    2. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Local Technological Capability and Productivity Spillovers from FDI in the Uruguayan Manufacturing Sector," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 11, pages 177-186, Palgrave Macmillan.
    3. Chihwa Kao & Min‐Hsien Chiang & Bangtian Chen, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 691-709, November.
    4. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    5. Teixeira, Aurora A.C. & Fortuna, Natércia, 2010. "Human capital, R&D, trade, and long-run productivity. Testing the technological absorption hypothesis for the Portuguese economy, 1960-2001," Research Policy, Elsevier, vol. 39(3), pages 335-350, April.
    6. Li, Xibao, 2011. "Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises," World Development, Elsevier, vol. 39(7), pages 1240-1248, July.
    7. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    8. Roger Smeets, 2008. "Collecting the Pieces of the FDI Knowledge Spillovers Puzzle," The World Bank Research Observer, World Bank, vol. 23(2), pages 107-138, March.
    9. Blomström, Magnus & Kokko, Ari, 2003. "The Economics of Foreign Direct Investment Incentives," EIJS Working Paper Series 168, Stockholm School of Economics, The European Institute of Japanese Studies.
    10. 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.
    11. 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.
    12. Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
    13. Timothy Besley & Robin Burgess, 2004. "Can Labor Regulation Hinder Economic Performance? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 91-134.
    14. repec:bla:obuest:v:61:y:1999:i:0:p:691-709 is not listed on IDEAS
    15. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    16. Kamal Saggi, 2002. "Trade, Foreign Direct Investment, and International Technology Transfer: A Survey," The World Bank Research Observer, World Bank, vol. 17(2), pages 191-235, September.
    17. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    18. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    19. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    20. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    21. Basant, Rakesh & Fikkert, Brian, 1996. "The Effects of R&D, Foreign Technology Purchase, and Domestic and International Spillovers on Productivity in Indian Firms," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 187-199, May.
    22. Muhammad Ali & Uwe Cantner & Ipsita Roy, 2017. "Knowledge Spillovers Through FDI and Trade: The Moderating Role of Quality-Adjusted Human Capital," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 357-391, Springer.
    23. Glass, Amy Jocelyn & Saggi, Kamal, 1998. "International technology transfer and the technology gap," Journal of Development Economics, Elsevier, vol. 55(2), pages 369-398, April.
    24. Lee, Gwanghoon, 2006. "The effectiveness of international knowledge spillover channels," European Economic Review, Elsevier, vol. 50(8), pages 2075-2088, November.
    25. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    26. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    27. Timmer,Marcel P. & Inklaar,Robert & O'Mahony,Mary & Ark,Bart van, 2013. "Economic Growth in Europe," Cambridge Books, Cambridge University Press, number 9781107412446, September.
    28. Noh-Sun Kwark & Yong-Sang Shyn, 2006. "International R&D spillovers revisited: Human capital as an absorptive capacity for foreign technology," International Economic Journal, Taylor & Francis Journals, vol. 20(2), pages 179-196.
    29. Cameron, Gavin & Proudman, James & Redding, Stephen, 2005. "Technological convergence, R&D, trade and productivity growth," European Economic Review, Elsevier, vol. 49(3), pages 775-807, April.
    30. Smruti Ranjan Behera, 2015. "Do Domestic Firms Really Benefit From Foreign Direct Investment? The Role Of Horizontal And Vertical Spillovers And Absorptive Capacity," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 57-86, June.
    31. 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.
    32. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    33. Walid Hejazi & A Edward Safarian, 1999. "Trade, Foreign Direct Investment, and R&D Spillovers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(3), pages 491-511, September.
    34. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    35. Kinoshita, Yuko, 2001. "R&D and Technology Spillovers through FDI: Innovation and Absorptive Capacity," CEPR Discussion Papers 2775, C.E.P.R. Discussion Papers.
    36. Dirk Frantzen, 2000. "R&D, Human Capital and International Technology Spillovers: A Cross‐country Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 57-75, March.
    37. Taotao Chen & Ari Kokko & Patrik Gustavsson Tingvall, 2011. "FDI and spillovers in China: non-linearity and absorptive capacity," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 9(1), pages 1-22.
    38. Ferrantino, Michael J, 1992. "Technology Expenditures, Factor Intensity, and Efficiency in Indian Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 689-700, November.
    39. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2005. "Productivity, Volume 3: Information Technology and the American Growth Resurgence," MIT Press Books, The MIT Press, edition 1, volume 3, number 0262101114, April.
    40. Xu, Bin, 2000. "Trade, FDI, and International Technology Diffusion," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 15, pages 585-601.
    41. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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