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The effect of technological diversification on organizational performance: An empirical study of S&P 500 manufacturing firms

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  • Lin, Chinho
  • Chang, Chia-Chi

Abstract

Despite the increasing number of studies investigating technological portfolios of firms, the effects of technological diversification on performance remain unclear. This study is an attempt to revisit this topic, with a particular focus on large firms, which tend to have more capabilities to undertake diversified technological projects. In a sample of 165 S&P manufacturing firms with data taken into use in 2008, the results show that large firms can benefit from a diversified technological portfolio with regard to both financial and innovation performances. In addition, the relationship between technological diversity and firm performance is found to be strengthened by firms' internal and external contextual factors, namely absorptive capacity and environmental dynamism. Overall, this study not only proves the importance of technological diversity in large firms, but also provides evidence for the moderating effects of absorptive capacity and environmental dynamism.

Suggested Citation

  • Lin, Chinho & Chang, Chia-Chi, 2015. "The effect of technological diversification on organizational performance: An empirical study of S&P 500 manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 575-586.
    • Handle: RePEc:eee:tefoso:v:90:y:2015:i:pb:p:575-586
    DOI: 10.1016/j.techfore.2014.02.014
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    as
    1. Bebchuk, Lucian A. & Cohen, Alma, 2005. "The costs of entrenched boards," Journal of Financial Economics, Elsevier, vol. 78(2), pages 409-433, November.
    2. Wang, Heli & Chen, Wei-Ru, 2010. "Is firm-specific innovation associated with greater value appropriation? The roles of environmental dynamism and technological diversity," Research Policy, Elsevier, vol. 39(1), pages 141-154, February.
    3. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    4. Ernst, Holger, 2001. "Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level," Research Policy, Elsevier, vol. 30(1), pages 143-157, January.
    5. 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.
    6. Roy L. Simerly & Mingfang Li, 2000. "Environmental dynamism, capital structure and performance: a theoretical integration and an empirical test," Strategic Management Journal, Wiley Blackwell, vol. 21(1), pages 31-49, January.
    7. David J. Denis & Diane K. Denis & Keven Yost, 2002. "Global Diversification, Industrial Diversification, and Firm Value," Journal of Finance, American Finance Association, vol. 57(5), pages 1951-1979, October.
    8. Teece, David J., 2006. "Reflections on the Hymer thesis and the multinational enterprise," International Business Review, Elsevier, vol. 15(2), pages 124-139, April.
    9. Brown, Lawrence D. & Caylor, Marcus L., 2006. "Corporate governance and firm valuation," Journal of Accounting and Public Policy, Elsevier, vol. 25(4), pages 409-434.
    10. Keller, Wolfgang, 1996. "Absorptive capacity: On the creation and acquisition of technology in development," Journal of Development Economics, Elsevier, vol. 49(1), pages 199-227, April.
    11. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    12. Jansen, J.J.P. & van den Bosch, F.A.J. & Volberda, H.W., 2005. "Managing Potential and Realized Absorptive Capacity: How do Organizational Antecedents matter?," ERIM Report Series Research in Management ERS-2005-025-STR, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    13. Escribano, Alvaro & Fosfuri, Andrea & Tribó, Josep A., 2009. "Managing external knowledge flows: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 38(1), pages 96-105, February.
    14. Zahra, Shaker A. & Hayton, James C., 2008. "The effect of international venturing on firm performance: The moderating influence of absorptive capacity," Journal of Business Venturing, Elsevier, vol. 23(2), pages 195-220, March.
    15. Mowery, David C & Oxley, Joanne E, 1995. "Inward Technology Transfer and Competitiveness: The Role of National Innovation Systems," Cambridge Journal of Economics, Oxford University Press, vol. 19(1), pages 67-93, February.
    16. Suzuki, Jun & Kodama, Fumio, 2004. "Technological diversity of persistent innovators in Japan: Two case studies of large Japanese firms," Research Policy, Elsevier, vol. 33(3), pages 531-549, April.
    17. Edward Levitas & M. Ann McFadyen, 2009. "Managing liquidity in research‐intensive firms: signaling and cash flow effects of patents and alliance activities," Strategic Management Journal, Wiley Blackwell, vol. 30(6), pages 659-678, June.
    18. Larrañeta, Bárbara & Zahra, Shaker A. & González, José Luis Galán, 2012. "Enriching strategic variety in new ventures through external knowledge," Journal of Business Venturing, Elsevier, vol. 27(4), pages 401-413.
    19. Arora, Ashish & Gambardella, Alfonso, 1994. "Evaluating technological information and utilizing it : Scientific knowledge, technological capability, and external linkages in biotechnology," Journal of Economic Behavior & Organization, Elsevier, vol. 24(1), pages 91-114, June.
    20. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
    21. Gemba, Kiminori & Kodama, Fumio, 2001. "Diversification dynamics of the Japanese industry," Research Policy, Elsevier, vol. 30(8), pages 1165-1184, October.
    22. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence Of The Knowledge Base And The Firm'S Innovative Performance: Evidence From The U.S. Pharmaceutical Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 53(1), pages 123-142, March.
    23. Wiklund, Johan & Shepherd, Dean, 2005. "Entrepreneurial orientation and small business performance: a configurational approach," Journal of Business Venturing, Elsevier, vol. 20(1), pages 71-91, January.
    24. Qing Cao & Eric Gedajlovic & Hongping Zhang, 2009. "Unpacking Organizational Ambidexterity: Dimensions, Contingencies, and Synergistic Effects," Organization Science, INFORMS, vol. 20(4), pages 781-796, August.
    25. Juha Uotila & Markku Maula & Thomas Keil & Shaker A. Zahra, 2009. "Exploration, exploitation, and financial performance: analysis of S&P 500 corporations," Strategic Management Journal, Wiley Blackwell, vol. 30(2), pages 221-231, February.
    26. Granstrand, Ove, 1998. "Towards a theory of the technology-based firm1," Research Policy, Elsevier, vol. 27(5), pages 465-489, September.
    27. Lilach Nachum, 2004. "Geographic and Industrial Diversification of Developing Country Firms," Journal of Management Studies, Wiley Blackwell, vol. 41(2), pages 273-294, March.
    28. Gambardella, Alfonso & Torrisi, Salvatore, 1998. "Does technological convergence imply convergence in markets? Evidence from the electronics industry," Research Policy, Elsevier, vol. 27(5), pages 445-463, September.
    29. D'Este, Pablo, 2005. "How do firms' knowledge bases affect intra-industry heterogeneity?: An analysis of the Spanish pharmaceutical industry," Research Policy, Elsevier, vol. 34(1), pages 33-45, February.
    30. Tsai, Kuen-Hung & Wang, Jiann-Chyuan, 2005. "Does R&D performance decline with firm size?--A re-examination in terms of elasticity," Research Policy, Elsevier, vol. 34(6), pages 966-976, August.
    31. Zahra, Shaker A. & Filatotchev, Igor & Wright, Mike, 2009. "How do threshold firms sustain corporate entrepreneurship? The role of boards and absorptive capacity," Journal of Business Venturing, Elsevier, vol. 24(3), pages 248-260, May.
    32. Dominique Rouzies & Anne T. Coughlan & Erin Anderson & Dawn Iacobucci, 2009. "Determinants of Pay Levels and Structures in Sales Organizations," Post-Print hal-00491677, HAL.
    33. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    34. Gomez, Jaime & Vargas, Pilar, 2009. "The effect of financial constraints, absorptive capacity and complementarities on the adoption of multiple process technologies," Research Policy, Elsevier, vol. 38(1), pages 106-119, February.
    35. H. Swint Friday & Shawn D. Howton & Shelly W. Howton, 2000. "Anomalous Evidence on Operating Performance Following Seasoned Equity Offerings: The Case of REITs," Financial Management, Financial Management Association, vol. 29(2), Summer.
    36. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    37. Richard A. Bettis & Michael A. Hitt, 1995. "The new competitive landscape," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 7-19.
    38. Quintana-Garci­a, Cristina & Benavides-Velasco, Carlos A., 2008. "Innovative competence, exploration and exploitation: The influence of technological diversification," Research Policy, Elsevier, vol. 37(3), pages 492-507, April.
    39. Lionel Nesta & Pier Paolo Saviotti, 2005. "Coherence of the Knowledge Base and the Firms’ Innovative Performance. Evidence from the Bio-Pharmaceutical Industry," SciencePo Working papers Main hal-03417696, HAL.
    40. Peter J Buckley & Jeremy Clegg & Chengqi Wang, 2007. "Is the relationship between inward FDI and spillover effects linear? An empirical examination of the case of China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(3), pages 447-459, May.
    41. Nicolaj Siggelkow & Daniel A. Levinthal, 2003. "Temporarily Divide to Conquer: Centralized, Decentralized, and Reintegrated Organizational Approaches to Exploration and Adaptation," Organization Science, INFORMS, vol. 14(6), pages 650-669, December.
    42. Peter J. Lane & Jane E. Salk & Marjorie A. Lyles, 2001. "Absorptive capacity, learning, and performance in international joint ventures," Strategic Management Journal, Wiley Blackwell, vol. 22(12), pages 1139-1161, December.
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