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STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?

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  • Nanditha Mathew

    (UNU-MERIT)

  • George Paily

    (UNU-MERIT)

Abstract

Despite the importance of informal modes of learning and innovation for developing countries, there is little empirical evidence on their role in firm performance. This paper examines the effect of formal and informal learning modes followed by small and large firms on their overall performance in the capital goods industry. Following the wider literature on national innovation systems, we categorise the innovation modes as formal Science, Technology and Innovation (STI) and informal learning by Doing, Using and Interacting (DUI) mode. We observe that in the case of small firms the informal learning and experience-based innovation is related to improved performance, while the formal STI mode does not have any effect. On the other hand, for large firms, both STI and DUI innovation modes are positively related to their sales growth. Our results indicate that building certain DUI capabilities may act as a pre-condition to enhance the strength of science and technology-based innovation strategies.

Suggested Citation

  • Nanditha Mathew & George Paily, 2022. "STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?," The Journal of Technology Transfer, Springer, vol. 47(2), pages 435-458, April.
    • Handle: RePEc:kap:jtecht:v:47:y:2022:i:2:d:10.1007_s10961-021-09862-5
    DOI: 10.1007/s10961-021-09862-5
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    1. 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.
    2. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2010. "Corporate performances and market selection: some comparative evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1953-1996, December.
    3. von Hippel, Eric, 1976. "The dominant role of users in the scientific instrument innovation process," Research Policy, Elsevier, vol. 5(3), pages 212-239, July.
    4. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    5. Klette, Tor Jakob & Griliches, Zvi, 2000. "Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation," Economic Journal, Royal Economic Society, vol. 110(463), pages 363-387, April.
    6. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    7. Marzucchi, Alberto & Montresor, Sandro, 2017. "Forms of knowledge and eco-innovation modes: Evidence from Spanish manufacturing firms," Ecological Economics, Elsevier, vol. 131(C), pages 208-221.
    8. Marco Capasso & Tania Treibich & Bart Verspagen, 2015. "The medium-term effect of R&D on firm growth," Small Business Economics, Springer, vol. 45(1), pages 39-62, June.
    9. Andrin Spescha, 2019. "R&D expenditures and firm growth – is small beautiful?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(2), pages 156-179, February.
    10. Christian Rammer & Dirk Czarnitzki & Alfred Spielkamp, 2009. "Innovation success of non-R&D-performers: substituting technology by management in SMEs," Small Business Economics, Springer, vol. 33(1), pages 35-58, June.
    11. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    12. Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2013. "Firm collaboration and modes of innovation in Norway," Research Policy, Elsevier, vol. 42(1), pages 128-138.
    13. Cohen, Wesley M & Klepper, Steven, 1992. "The Anatomy of Industry R&D Intensity Distributions," American Economic Review, American Economic Association, vol. 82(4), pages 773-799, September.
    14. José González-Pernía & Mario Parrilli & Iñaki Peña-Legazkue, 2015. "STI–DUI learning modes, firm–university collaboration and innovation," The Journal of Technology Transfer, Springer, vol. 40(3), pages 475-492, June.
    15. Dosi, Giovanni & Grazzi, Marco & Mathew, Nanditha, 2017. "The cost-quantity relations and the diverse patterns of “learning by doing”: Evidence from India," Research Policy, Elsevier, vol. 46(10), pages 1873-1886.
    16. Mario Parrilli & Aitziber Elola, 2012. "The strength of science and technology drivers for SME innovation," Small Business Economics, Springer, vol. 39(4), pages 897-907, November.
    17. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    18. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    19. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    20. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    21. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    22. Apanasovich, Natalja & Alcalde Heras, Henar & Parrilli, Mario Davide, 2016. "The impact of business innovation modes on SME innovation performance in post-Soviet transition economies: The case of Belarus," Technovation, Elsevier, vol. 57, pages 30-40.
    23. 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.
    24. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    25. Neil A. Morgan & Douglas W. Vorhies & Charlotte H. Mason, 2009. "Market orientation, marketing capabilities, and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 909-920, August.
    26. Erik Stam & Karl Wennberg, 2009. "The roles of R&D in new firm growth," Small Business Economics, Springer, vol. 33(1), pages 77-89, June.
    27. Paul Geroski & Mariana Mazzucato, 2002. "Learning and the sources of corporate growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 623-644, August.
    28. Pelin Demirel & Mariana Mazzucato, 2012. "Innovation and Firm Growth: Is R&D Worth It?," Industry and Innovation, Taylor & Francis Journals, vol. 19(1), pages 45-62, January.
    29. Rajagopal, 2014. "Organizations and Innovation," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 3, pages 58-86, Palgrave Macmillan.
    30. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    31. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    32. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    33. David Audretsch & Alex Coad & Agustí Segarra, 2014. "Firm growth and innovation," Small Business Economics, Springer, vol. 43(4), pages 743-749, December.
    34. Erik Brouwer & Alfred Kleinknecht, 1996. "Determinants of Innovation: A Microeconometric Analysis of Three Alternative Innovation Output Indicators," Palgrave Macmillan Books, in: Alfred Kleinknecht (ed.), Determinants of Innovation, chapter 4, pages 99-124, Palgrave Macmillan.
    35. Jerker Moodysson & Lars Coenen & Bjørn Asheim, 2008. "Explaining Spatial Patterns of Innovation: Analytical and Synthetic Modes of Knowledge Creation in the Medicon Valley Life-Science Cluster," Environment and Planning A, , vol. 40(5), pages 1040-1056, May.
    36. Brusoni, Stefano & Prencipe, Andrea, 2001. "Unpacking the Black Box of Modularity: Technologies, Products and Organizations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(1), pages 179-205, March.
    37. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    38. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    39. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    40. Mariacristina Piva & Enrico Santarelli & Marco Vivarelli, 2006. "Technological and organizational changes as determinants of the skill bias: evidence from the Italian machinery industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 63-73.
    41. Xavier Cirera & William F. Maloney, 2017. "The Innovation Paradox," World Bank Publications - Books, The World Bank Group, number 28341, December.
    42. Heidi Aslesen & Arne Isaksen & James Karlsen, 2012. "Modes of Innovation and Differentiated Responses to Globalisation—A Case Study of Innovation Modes in the Agder Region, Norway," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 3(4), pages 389-405, December.
    43. Tether, B. S., 1998. "Small and large firms: sources of unequal innovations?," Research Policy, Elsevier, vol. 27(7), pages 725-745, November.
    44. Sendil K. Ethiraj & Prashant Kale & M. S. Krishnan & Jitendra V. Singh, 2005. "Where do capabilities come from and how do they matter? A study in the software services industry," Strategic Management Journal, Wiley Blackwell, vol. 26(1), pages 25-45, January.
    45. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    46. Thompson, Peter, 2010. "Learning by Doing," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 429-476, Elsevier.
    47. Bengt-ake Lundvall & Bjorn Johnson, 1994. "The Learning Economy," Industry and Innovation, Taylor & Francis Journals, vol. 1(2), pages 23-42.
    48. Herstad, Sverre J. & Sandven, Tore & Ebersberger, Bernd, 2015. "Recruitment, knowledge integration and modes of innovation," Research Policy, Elsevier, vol. 44(1), pages 138-153.
    49. Fu, Xiaolan & Pietrobelli, Carlo & Soete, Luc, 2011. "The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-up," World Development, Elsevier, vol. 39(7), pages 1204-1212, July.
    50. Nanditha Mathew, 2017. "Drivers of firm growth: micro-evidence from Indian manufacturing," Journal of Evolutionary Economics, Springer, vol. 27(3), pages 585-611, July.
    51. David J. Teece & Richard Rumelt & Giovanni Dosi & Sidney Winter, 2000. "Understanding Corporate Coherence: Theory and Evidence," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 9, pages 264-293, Edward Elgar Publishing.
    52. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    53. Parrilli, Mario Davide & Alcalde Heras, Henar, 2016. "STI and DUI innovation modes: Scientific-technological and context-specific nuances," Research Policy, Elsevier, vol. 45(4), pages 747-756.
    54. von Hippel, Eric & Tyre, Marcie J., 1995. "How learning by doing is done: problem identification in novel process equipment," Research Policy, Elsevier, vol. 24(1), pages 1-12, January.
    55. Kiamehr, Mehdi, 2017. "Paths of technological capability building in complex capital goods: The case of hydro electricity generation systems in Iran," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 215-230.
    56. Arne Isaksen & Magnus Nilsson, 2013. "Combined Innovation Policy: Linking Scientific and Practical Knowledge in Innovation Systems," European Planning Studies, Taylor & Francis Journals, vol. 21(12), pages 1919-1936, December.
    57. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    58. Tsai, Kuen-Hung & Wang, Jiann-Chyuan, 2009. "External technology sourcing and innovation performance in LMT sectors: An analysis based on the Taiwanese Technological Innovation Survey," Research Policy, Elsevier, vol. 38(3), pages 518-526, April.
    59. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    60. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    61. Yoon-Zi Kim & Keun Lee, 2008. "Sectoral Innovation System and a Technological Catch-up: The Case of the Capital Goods Industry in Korea," Global Economic Review, Taylor & Francis Journals, vol. 37(2), pages 135-155.
    62. Chris Freeman & Luc Soete, 1997. "The Economics of Industrial Innovation, 3rd Edition," MIT Press Books, The MIT Press, edition 3, volume 1, number 0262061953, December.
    63. Kim,Linsu & Nelson,Richard R. (ed.), 2000. "Technology, Learning, and Innovation," Cambridge Books, Cambridge University Press, number 9780521770033.
    64. Lee, Kong Rae, 1996. "The role of user firms in the innovation of machine tools: The Japanese case," Research Policy, Elsevier, vol. 25(4), pages 491-507, June.
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