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Technological Innovations and Market Power: A Study of Indian Pharmaceutical Industry

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  • Madan Dhanora
  • Ruchi Sharma
  • Walter G. Park

Abstract

Technological innovations are positively associated with firms’ market performance. This study aims to examine the impact of product and process innovation on the market power of 168 Indian pharmaceutical firms during 2000–2013. We generate product and process patent stock to capture firm-level innovation activities. Findings of this study suggest that both product and process innovation positively influence firms’ market power. Results also reveal that MNEs enjoy more market power in the Indian pharmaceutical industry. Further, this study also highlights that there is a differential impact of firms’ product group on market power. This study concludes that patenting is a positive source of firm performance in the Indian pharmaceutical industry.

Suggested Citation

  • Madan Dhanora & Ruchi Sharma & Walter G. Park, 2021. "Technological Innovations and Market Power: A Study of Indian Pharmaceutical Industry," Millennial Asia, , vol. 12(1), pages 5-34, April.
    • Handle: RePEc:sae:millen:v:12:y:2021:i:1:p:5-34
    DOI: 10.1177/0976399620944272
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    1. Andrew Setterstrom & Peter Mykytyn & Kathleen Mykytyn & Kai Reimers, 2013. "Strategic Purpose of Software Patents: An Exploratory Study of German Organizations," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 16(2), pages 6-32, April.
    2. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    3. Juan A. Correa, 2012. "Innovation and competition: An unstable relationship," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(1), pages 160-166, January.
    4. Mark Duggan & Craig Garthwaite & Aparajita Goyal, 2016. "The Market Impacts of Pharmaceutical Product Patents in Developing Countries: Evidence from India," American Economic Review, American Economic Association, vol. 106(1), pages 99-135, January.
    5. Connor, John M & Peterson, Everett B, 1992. "Market-Structure Determinants of National Brand-Private Label Price Differences of Manufactured Food Products," Journal of Industrial Economics, Wiley Blackwell, vol. 40(2), pages 157-171, June.
    6. Sunil Kumar Ambrammal & Ruchi Sharma, 2016. "Impact of patenting on firms' performance: an empirical investigation based on manufacturing firms in India," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(1), pages 14-32, January.
    7. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    8. Jim Lee, 2009. "Does Size Matter in Firm Performance? Evidence from US Public Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 16(2), pages 189-203.
    9. Alan M. Rugman & Alain Verbeke, 2005. "Extending the Theory of the Multinational Enterprise: Internalization and Strategic Management Perspectives," Chapters, in: Analysis of Multinational Strategic Management, chapter 7, pages 91-103, Edward Elgar Publishing.
    10. Xiaming Liu & Pamela Siler & Chengqi Wang & Yingqi Wei, 2000. "Productivity Spillovers From Foreign Direct Investment: Evidence From UK Industry Level Panel Data," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(3), pages 407-425, September.
    11. B.N.Goldar, 2004. "Productivity trends in Indian manufacturing in the pre- and post- reform periods," Indian Council for Research on International Economic Relations, New Delhi Working Papers 137, Indian Council for Research on International Economic Relations, New Delhi, India.
    12. Panle Jia & Pinelopi K. Goldberg & Shubham Chaudhuri, 2006. "Estimating the Effects of Global Patent Protection in Pharmaceuticals: A Case Study of Quinolones in India," American Economic Review, American Economic Association, vol. 96(5), pages 1477-1514, December.
    13. Aamir Rafique Hashmi, 2013. "Competition and Innovation: The Inverted-U Relationship Revisited," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1653-1668, December.
    14. Chatterjee, Chirantan & Kubo, Kensuke & Pingali, Viswanath, 2015. "The consumer welfare implications of governmental policies and firm strategy in markets for medicines," Journal of Health Economics, Elsevier, vol. 44(C), pages 255-273.
    15. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    16. Michael Polder & Erik Veldhuizen, 2012. "Innovation and Competition in the Netherlands: Testing the Inverted-U for Industries and Firms," Journal of Industry, Competition and Trade, Springer, vol. 12(1), pages 67-91, March.
    17. Monastiriotis, Vassilis, 2014. "Origin of FDI and domestic productivity spillovers: does European FDI have a 'productivity advantage' in the ENP countries?," LSE Research Online Documents on Economics 55267, London School of Economics and Political Science, LSE Library.
    18. Yoon, Seok, 2004. "A note on the market structure and performance in Korean manufacturing industries," Journal of Policy Modeling, Elsevier, vol. 26(6), pages 733-746, September.
    19. Emma L. Schultz & David T. Tan & Kathleen D. Walsh, 2010. "Endogeneity and the corporate governance - performance relation," Australian Journal of Management, Australian School of Business, vol. 35(2), pages 145-163, August.
    20. Peter J. Buckley & Mark Casson, 1991. "The Future of the Multinational Enterprise," Palgrave Macmillan Books, Palgrave Macmillan, edition 0, number 978-1-349-21204-0, October.
    21. Qayoom Khachoo & Ruchi Sharma, 2017. "FDI and incumbent R&D behavior: evidence from Indian manufacturing sector," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(3), pages 380-399, August.
    22. Amrit Tiwana & Mark Keil, 2007. "Does peripheral knowledge complement control? An empirical test in technology outsourcing alliances," Strategic Management Journal, Wiley Blackwell, vol. 28(6), pages 623-634, June.
    23. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    24. Collinson S. & Narula, R., 2014. "Asset recombination in international partnerships as a source of improved innovation capabilities in China," MERIT Working Papers 2014-061, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    25. 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.
    26. Narayanan, K., 1998. "Technology acquisition, de-regulation and competitiveness: a study of Indian automobile industry," Research Policy, Elsevier, vol. 27(2), pages 215-228, June.
    27. Juan A. Correa & Carmine Ornaghi, 2014. "Competition & Innovation: Evidence from U.S. Patent and Productivity Data," Journal of Industrial Economics, Wiley Blackwell, vol. 62(2), pages 258-285, June.
    28. Sasidharan, Subash & Kathuria, Vinish, 2011. "Foreign Direct Investment and R&D: Substitutes or Complements--A Case of Indian Manufacturing after 1991 Reforms," World Development, Elsevier, vol. 39(7), pages 1226-1239, July.
    29. Xavier Vives, 2008. "Innovation And Competitive Pressure," Journal of Industrial Economics, Wiley Blackwell, vol. 56(3), pages 419-469, December.
    30. Hall, B.H., 2011. "Innovation and productivity," MERIT Working Papers 2011-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    31. Ni, Bin & Spatareanu, Mariana & Manole, Vlad & Otsuki, Tsunehiro & Yamada, Hiroyuki, 2017. "The origin of FDI and domestic firms’ productivity—Evidence from Vietnam," Journal of Asian Economics, Elsevier, vol. 52(C), pages 56-76.
    32. Reddy, Prasada, 1997. "New trends in globalization of corporate R&D and implications for innovation capability in host countries: A survey from India," World Development, Elsevier, vol. 25(11), pages 1821-1837, November.
    33. Dhanora, Madan & Sharma, Ruchi & Khachoo, Qayoom, 2018. "Non-linear impact of product and process innovations on market power: A theoretical and empirical investigation," Economic Modelling, Elsevier, vol. 70(C), pages 67-77.
    34. Margaret K. Kyle & Anita M. McGahan, 2012. "Investments in Pharmaceuticals Before and After TRIPS," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1157-1172, November.
    35. Carlos M. Correa, 1997. "New intellectual standards for intellectual property: Impact on technology flows and innovation in developing countries," Science and Public Policy, Oxford University Press, vol. 24(2), pages 79-92, April.
    36. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    37. Chandan Sharma, 2012. "R&D and firm performance: evidence from the Indian pharmaceutical industry," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 17(2), pages 332-342.
    38. Kevin Ames, 2002. "Management Buyouts and Firm–Level Productivity: Evidence from a Panel of UK Manufacturing Firms," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(3), pages 304-317, August.
    39. Michael E. Porter & Scott Stern, 2000. "Measuring the "Ideas" Production Function: Evidence from International Patent Output," NBER Working Papers 7891, National Bureau of Economic Research, Inc.
    40. Lee Branstetter & Britta Glennon & J. Bradford Jensen, 2018. "Knowledge Transfer Abroad: The Role of U.S. Inventors within Global R&D Networks," NBER Working Papers 24453, National Bureau of Economic Research, Inc.
    41. Chadha, Alka, 2009. "TRIPs and patenting activity: Evidence from the Indian pharmaceutical industry," Economic Modelling, Elsevier, vol. 26(2), pages 499-505, March.
    42. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    43. Basant, Rakesh, 1997. "Technology strategies of large enterprises in Indian industry: Some explorations," World Development, Elsevier, vol. 25(10), pages 1683-1700, October.
    44. Andrew B. Bernard, 2004. "Exporting and Productivity in the USA," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 343-357, Autumn.
    45. 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.
    46. Michael Koetter & James W. Kolari & Laura Spierdijk, 2012. "Enjoying the Quiet Life under Deregulation? Evidence from Adjusted Lerner Indices for U.S. Banks," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 462-480, May.
    47. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    48. Dennis C. Mueller & John E. Tilton, 1969. "Research and Development Costs as a Barrier to Entry," Canadian Journal of Economics, Canadian Economics Association, vol. 2(4), pages 570-579, November.
    49. Wendy C. Y. Li & Bronwyn H. Hall, 2020. "Depreciation of Business R&D Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(1), pages 161-180, March.
    50. Raut, Lakshmi K., 1995. "R & D spillover and productivity growth: Evidence from Indian private firms," Journal of Development Economics, Elsevier, vol. 48(1), pages 1-23, October.
    51. Alan M. Rugman & Alain Verbeke, 2005. "A Note on the Transnational Solution and the Transaction Cost Theory of Multinational Strategic Management," Chapters, in: Analysis of Multinational Strategic Management, chapter 2, pages 16-26, Edward Elgar Publishing.
    52. Katrak, Homi, 1990. "Imports of technology and the technological effort of Indian enterprises," World Development, Elsevier, vol. 18(3), pages 371-381, March.
    53. Bas, M. & Paunov, C., 2014. "The unequal effect of India's industrial liberalization on firms' decision to innovate: Do business conditions matter?," MERIT Working Papers 2014-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    54. Griliches, Zvi, 1980. "R & D and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 70(2), pages 343-348, May.
    55. Jingjing Yang & Helian Xu & Chengang Wang & Mingyong Lai & Yingqi Wei, 2009. "Productivity spillovers from foreign direct investment in Chinese industries," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 7(4), pages 429-446.
    56. Nguyen, Tuan & Locke, Stuart & Reddy, Krishna, 2014. "A dynamic estimation of governance structures and financial performance for Singaporean companies," Economic Modelling, Elsevier, vol. 40(C), pages 1-11.
    57. Vinod Mishra, 2007. "The Determinants Of R&D Expenditure Of Firms: Evidence From A Cross-Section Of Indian Firms," Economic Papers, The Economic Society of Australia, vol. 26(3), pages 237-248, September.
    58. Patrik Gustavsson Tingvall & Andreas Poldahl, 2006. "Is there really an inverted U-shaped relation between competition and R&D?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(2), pages 101-118.
    59. Gruber, Harald, 2000. "The evolution of market structure in semiconductors: the role of product standards," Research Policy, Elsevier, vol. 29(6), pages 725-740, June.
    60. Khachoo, Qayoom & Sharma, Ruchi & Dhanora, Madan, 2018. "Does proximity to the frontier facilitate FDI-spawned spillovers on innovation and productivity?," Journal of Economics and Business, Elsevier, vol. 97(C), pages 39-49.
    61. 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.
    62. Xu, Xinpeng & Sheng, Yu, 2012. "Productivity Spillovers from Foreign Direct Investment: Firm-Level Evidence from China," World Development, Elsevier, vol. 40(1), pages 62-74.
    63. Andrea Vaona & Mario Pianta, 2008. "Firm Size and Innovation in European Manufacturing," Small Business Economics, Springer, vol. 30(3), pages 283-299, March.
    64. Harishankar Jagadeesh & Subash Sasidharan, 2014. "Do Stronger IPR Regimes Influence R&D Efforts? Evidence from the Indian Pharmaceutical Industry," Global Business Review, International Management Institute, vol. 15(2), pages 189-204, June.
    65. Kamien,Morton I. & Schwartz,Nancy L., 1982. "Market Structure and Innovation," Cambridge Books, Cambridge University Press, number 9780521293853, December.
    66. Kumar, Nagesh & Saqib, Mohammed, 1996. "Firm size, opportunities for adaptation and in-house R & D activity in developing countries: the case of Indian manufacturing," Research Policy, Elsevier, vol. 25(5), pages 713-722, August.
    67. Huong Vu & Mark Holmes & Steven Lim & Tuyen Tran, 2014. "Exports and profitability: a note from quantile regression approach," Applied Economics Letters, Taylor & Francis Journals, vol. 21(6), pages 442-445, April.
    68. repec:bla:econom:v:45:y:1978:i:180:p:347-61 is not listed on IDEAS
    69. Pilar BeneitoBy & María Engracia Rochina-Barrachina & Amparo Sanchis, 2017. "Competition and innovation with selective exit: an inverted-U shape relationship?," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 1032-1053.
    70. Syoum Negassi & Stephane Lhuillery & Jean-François Sattin & Tsu-Yi Hung & Florent Pratlong, 2019. "Does the relationship between innovation and competition vary across industries? Comparison of public and private research enterprises," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(5), pages 465-482, July.
    71. Bishwanath Goldar, 2013. "R&D intensity and exports: a study of Indian pharmaceutical firms," Innovation and Development, Taylor & Francis Journals, vol. 3(2), pages 151-167, October.
    72. Rakesh Basant & Pulak Mishra, 2014. "Determinants of inter-industry variations in research and development efforts in Indian manufacturing sector: a dynamic panel data analysis," Innovation and Development, Taylor & Francis Journals, vol. 4(1), pages 91-109, April.
    73. Pritish Kumar Sahu & Sakiru Adebola Solarin, 2014. "Does higher productivity and efficiency lead to spillover? evidence from Indian manufacturing," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(3), pages 175-193, July-Sept.
    74. John H Dunning, 1988. "The Eclectic Paradigm of International Production: A Restatement and Some Possible Extensions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(1), pages 1-31, March.
    75. Amit Ray & Saradindu Bhaduri, 2001. "R&D and Technological Learning in Indian Industry: Econometric Estimation of the Research Production Function," Oxford Development Studies, Taylor & Francis Journals, vol. 29(2), pages 155-171.
    76. Subodh Kandamuthan, 2002. "Market Concentration, Firm Size and Innovative Activity: A Firm-level Economic Analysis of Selected Indian Industries under Economic Liberalization," WIDER Working Paper Series DP2002-108, World Institute for Development Economic Research (UNU-WIDER).
    77. Geroski, P A, 1990. "Innovation, Technological Opportunity, and Market Structure," Oxford Economic Papers, Oxford University Press, vol. 42(3), pages 586-602, July.
    78. Lunn, John E, 1986. "An Empirical Analysis of Process and Product Patenting: A Simultaneous Equation Framework," Journal of Industrial Economics, Wiley Blackwell, vol. 34(3), pages 319-330, March.
    79. Ilayda Nemlioglu & Sushanta K. Mallick, 2017. "Do Managerial Practices Matter in Innovation and Firm Performance Relations? New Evidence from the UK," European Financial Management, European Financial Management Association, vol. 23(5), pages 1016-1061, October.
    80. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
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