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Does business group affiliation encourage R&D activities? Evidence from India

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  • Surenderrao Komera

    (Institute for Financial Management and Research (IFMR))

  • P. J. Jijo Lukose

    (Indian Institute of Management Kozhikode)

  • Subash Sasidharan

    (Indian Institute of Technology Madras)

Abstract

The decision to undertake investment in innovative activities is an important strategic choice made by firms. This study investigates the relationship between business group (BG) affiliation and research & development (R&D) activities of Indian firms. Using an empirical approach that accounts for endogeneity and selection bias, we observe that BG affiliation has significant positive influence on the sample firms’ R&D activities. Employing various proxies for institutional development, we show that the effect of BG affiliation on R&D declines with the improvements in institutional and regulatory mechanisms. Further, this study explores the linkages between diversification strategies at the group level and R&D investments by firms affiliated with BGs. Results show that degree of related diversification is positively associated with the affiliates’ innovation efforts.

Suggested Citation

  • Surenderrao Komera & P. J. Jijo Lukose & Subash Sasidharan, 2018. "Does business group affiliation encourage R&D activities? Evidence from India," Asia Pacific Journal of Management, Springer, vol. 35(4), pages 887-917, December.
  • Handle: RePEc:kap:asiapa:v:35:y:2018:i:4:d:10.1007_s10490-017-9530-3
    DOI: 10.1007/s10490-017-9530-3
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    as
    1. Stein, Jeremy C, 1988. "Takeover Threats and Managerial Myopia," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 61-80, February.
    2. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    3. Tarun Khanna & Jan W. Rivkin, 2001. "Estimating the performance effects of business groups in emerging markets," Strategic Management Journal, Wiley Blackwell, vol. 22(1), pages 45-74, January.
    4. Enrico Santarelli & Hien Thu Tran, 2016. "Diversification strategies and firm performance in Vietnam," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 24(1), pages 31-68, January.
    5. Sharon Belenzon & Tomer Berkovitz, 2010. "Innovation in Business Groups," Management Science, INFORMS, vol. 56(3), pages 519-535, March.
    6. Marianne Bertrand & Paras Mehta & Sendhil Mullainathan, 2002. "Ferreting out Tunneling: An Application to Indian Business Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 121-148.
    7. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    8. Gopalan, Radhakrishnan & Nanda, Vikram & Seru, Amit, 2007. "Affiliated firms and financial support: Evidence from Indian business groups," Journal of Financial Economics, Elsevier, vol. 86(3), pages 759-795, December.
    9. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    10. Ishtiaq P. Mahmood & Will Mitchell, 2004. "Two Faces: Effects of Business Groups on Innovation in Emerging Economies," Management Science, INFORMS, vol. 50(10), pages 1348-1365, October.
    11. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    12. Zvi Griliches, 1998. "Productivity, R&D, and Basic Research at the Firm Level in the 1970s," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 82-99, National Bureau of Economic Research, Inc.
    13. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2011. "Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms," Research Policy, Elsevier, vol. 40(2), pages 217-229, March.
    14. Gugler, Klaus (ed.), 2001. "Corporate Governance and Economic Performance," OUP Catalogue, Oxford University Press, number 9780199245703.
    15. Rachel Davis & L. G. Thomas, 1993. "Direct Estimation of Synergy: A New Approach to the Diversity-Performance Debate," Management Science, INFORMS, vol. 39(11), pages 1334-1346, November.
    16. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    17. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    18. Honore, Bo E, 1992. "Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects," Econometrica, Econometric Society, vol. 60(3), pages 533-565, May.
    19. Becker-Blease, John R., 2011. "Governance and innovation," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 947-958, September.
    20. Tarun Khanna & Krishna Palepu, 2000. "Is Group Affiliation Profitable in Emerging Markets? An Analysis of Diversified Indian Business Groups," Journal of Finance, American Finance Association, vol. 55(2), pages 867-891, April.
    21. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    22. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    23. Elena Cefis & Stephanie Rosenkranz & Utz Weitzel, 2009. "Effects of coordinated strategies on product and process R&D," Journal of Economics, Springer, vol. 96(3), pages 193-222, April.
    24. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    25. Jayati Sarkar & Subrata Sarkar, 2000. "Large Shareholder Activism in Corporate Governance in Developing Countries: Evidence from India," International Review of Finance, International Review of Finance Ltd., vol. 1(3), pages 161-194, September.
    26. Enrico Guzzini & Donato Iacobucci, 2014. "Ownership as R&D incentive in business groups," Small Business Economics, Springer, vol. 43(1), pages 119-135, June.
    27. Rajesh Chakrabarti & William Megginson & Pradeep K. Yadav, 2008. "Corporate Governance in India," Journal of Applied Corporate Finance, Morgan Stanley, vol. 20(1), pages 59-72, December.
    28. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    29. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    30. Victor Chen & Jing Li & Daniel Shapiro & Xiaoxiang Zhang, 2014. "Ownership structure and innovation: An emerging market perspective," Asia Pacific Journal of Management, Springer, vol. 31(1), pages 1-24, March.
    31. Hicheon Kim & Heechun Kim & Peggy M. Lee, 2008. "Ownership Structure and the Relationship Between Financial Slack and R&D Investments: Evidence from Korean Firms," Organization Science, INFORMS, vol. 19(3), pages 404-418, June.
    32. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    33. Lex Donaldson & James H. Davis, 1991. "Stewardship Theory or Agency Theory: CEO Governance and Shareholder Returns," Australian Journal of Management, Australian School of Business, vol. 16(1), pages 49-64, June.
    34. Constantinos C. Markides, 1995. "Diversification, restructuring and economic performance," Strategic Management Journal, Wiley Blackwell, vol. 16(2), pages 101-118.
    35. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," 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 609-639, Elsevier.
    36. Kannan Ramaswamy & Mingfang Li & Barbara Petitt, 2012. "Why do business groups continue to matter? A study of market failure and performance among Indian manufacturers," Asia Pacific Journal of Management, Springer, vol. 29(3), pages 643-658, September.
    37. Jordan Siegel & Prithwiraj Choudhury, 2012. "A Reexamination of Tunneling and Business Groups: New Data and New Methods," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1763-1798.
    38. Tsang, Eric W.K. & Yip, Paul S.L. & Toh, Mun Heng, 2008. "The impact of R&D on value added for domestic and foreign firms in a newly industrialized economy," International Business Review, Elsevier, vol. 17(4), pages 423-441, August.
    39. Filippo Belloc, 2012. "Corporate Governance And Innovation: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 835-864, December.
    40. Shleifer, Andrei & Vishny, Robert W, 1988. "Value Maximization and the Acquisition Process," Journal of Economic Perspectives, American Economic Association, vol. 2(1), pages 7-20, Winter.
    41. Charles W. L. Hill & Scott A. Snell, 1988. "External control, corporate strategy, and firm performance in research‐intensive industries," Strategic Management Journal, Wiley Blackwell, vol. 9(6), pages 577-590, November.
    42. Hicheon Kim & Heechun Kim & Robert E Hoskisson, 2010. "Does market-oriented institutional change in an emerging economy make business-group-affiliated multinationals perform better? An institution-based view," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(7), pages 1141-1160, September.
    43. Gary S. Hansen & Charles W. L. Hill, 1991. "Are institutional investors myopic? A time‐series study of four technology‐driven industries," Strategic Management Journal, Wiley Blackwell, vol. 12(1), pages 1-16, January.
    44. Hüseyin Tanriverdi & N. Venkatraman, 2005. "Knowledge relatedness and the performance of multibusiness firms," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 97-119, February.
    45. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    46. Raveendra Chittoor & Prashant Kale & Phanish Puranam, 2015. "Business groups in developing capital markets: Towards a complementarity perspective," Strategic Management Journal, Wiley Blackwell, vol. 36(9), pages 1277-1296, September.
    47. Olivier Brossard & Stéphanie Lavigne & Mustafa Erdem Sakinç, 2013. "Ownership structures and R&D in Europe: the good institutional investors, the bad and ugly impatient shareholders," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(4), pages 1031-1068, August.
    48. David J. Teece, 2003. "Towards an Economic Theory of the Multiproduct Firm," World Scientific Book Chapters, in: Essays In Technology Management And Policy Selected Papers of David J Teece, chapter 15, pages 419-446, World Scientific Publishing Co. Pte. Ltd..
    49. Tarun Khanna & Yishay Yafeh, 2007. "Business Groups in Emerging Markets: Paragons or Parasites?," Journal of Economic Literature, American Economic Association, vol. 45(2), pages 331-372, June.
    50. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    51. Murali D.R. Chari & Parthiban David, 2012. "Sustaining superior performance in an emerging economy: an empirical test in the Indian context," Strategic Management Journal, Wiley Blackwell, vol. 33(2), pages 217-229, February.
    52. Anil Nair & Orhun Guldiken & Stav Fainshmidt & Amir Pezeshkan, 2015. "Innovation in India: A review of past research and future directions," Asia Pacific Journal of Management, Springer, vol. 32(4), pages 925-958, December.
    53. Randall Morck & Bernard Yeung, 2003. "Agency Problems in Large Family Business Groups," Entrepreneurship Theory and Practice, , vol. 27(4), pages 367-382, October.
    54. 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.
    55. K. S. Manikandan & J. Ramachandran, 2015. "Beyond institutional voids: Business groups, incomplete markets, and organizational form," Strategic Management Journal, Wiley Blackwell, vol. 36(4), pages 598-617, April.
    56. Eric Gedajlovic & Michael Carney, 2010. "Markets, Hierarchies, and Families: Toward a Transaction Cost Theory of the Family Firm," Entrepreneurship Theory and Practice, , vol. 34(6), pages 1145-1172, November.
    57. Sea-Jin Chang & Jungwook Shim, 2015. "When does transitioning from family to professional management improve firm performance?," Strategic Management Journal, Wiley Blackwell, vol. 36(9), pages 1297-1316, September.
    58. Michael N. Young & Mike W. Peng & David Ahlstrom & Garry D. Bruton & Yi Jiang, 2008. "Corporate Governance in Emerging Economies: A Review of the Principal–Principal Perspective," Journal of Management Studies, Wiley Blackwell, vol. 45(1), pages 196-220, January.
    59. Palich, Leslie E. & Carini, Gary R. & Seaman, Samuel L., 2000. "The Impact of Internationalization on the Diversification-Performance Relationship: A Replication and Extension of Prior Research," Journal of Business Research, Elsevier, vol. 48(1), pages 43-54, April.
    60. Xavier, Wlamir Gonçalves & Bandeira-de-Mello, Rodrigo & Marcon, Rosilene, 2014. "Institutional environment and Business Groups' resilience in Brazil," Journal of Business Research, Elsevier, vol. 67(5), pages 900-907.
    61. Margaret A. Peteraf & Jay B. Barney, 2003. "Unraveling the resource-based tangle," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 309-323.
    62. Pakes, Ariel & Griliches, Zvi, 1980. "Patents and R&D at the firm level: A first report," Economics Letters, Elsevier, vol. 5(4), pages 377-381.
    63. Castellacci, Fulvio, 2015. "Institutional Voids or Organizational Resilience? Business Groups, Innovation, and Market Development in Latin America," World Development, Elsevier, vol. 70(C), pages 43-58.
    64. Shai Bernstein, 2015. "Does Going Public Affect Innovation?," Journal of Finance, American Finance Association, vol. 70(4), pages 1365-1403, August.
    65. David J. Teece, 1980. "The Diffusion of an Administrative Innovation," Management Science, INFORMS, vol. 26(5), pages 464-470, May.
    66. Yossi Sheffi, 2005. "The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262693496, December.
    67. Sea-Jin Chang & Chi-Nien Chung & Ishtiaq P. Mahmood, 2006. "When and How Does Business Group Affiliation Promote Firm Innovation? A Tale of Two Emerging Economies," Organization Science, INFORMS, vol. 17(5), pages 637-656, October.
    68. Alonso-Borrego, César & Forcadell, Francisco Javier, 2010. "Related diversification and R&D intensity dynamics," Research Policy, Elsevier, vol. 39(4), pages 537-548, May.
    69. Krishna Palepu, 1985. "Diversification strategy, profit performance and the entropy measure," Strategic Management Journal, Wiley Blackwell, vol. 6(3), pages 239-255, July.
    70. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    71. Enrico Guzzini & Donato Iacobucci, 2014. "Business Group Affiliation and R&D," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 20-42, January.
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