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Related diversification and R&D intensity dynamics

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  • Alonso-Borrego, César
  • Forcadell, Francisco Javier

Abstract

Using longitudinal data of Spanish manufacturing companies, we study the dynamic, bidirectional relationship between firm research and development (R&D) intensity and corporate diversification in an organic growth setting. Our empirical approach accounts for the different sources of endogeneity. Although we find a positive linear effect of R&D intensity on related diversification, the effect of related diversification on R&D intensity assumes the form of an inverted U. Thus, the effect of related diversification on R&D intensity is positive, but marginally decreases for moderate levels of related diversification. Such an effect can become negative, however, for high levels of related diversification. Additionally, as a consequence of dynamics, the effects after one year are substantially lower than the overall effects that occur over several years.

Suggested Citation

  • Alonso-Borrego, César & Forcadell, Francisco Javier, 2010. "Related diversification and R&D intensity dynamics," Research Policy, Elsevier, vol. 39(4), pages 537-548, May.
    • Handle: RePEc:eee:respol:v:39:y:2010:i:4:p:537-548
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Rongxin Chen, 1996. "Technological Expansion: the Interaction Between Diversification Strategy and Organizational Capability," Journal of Management Studies, Wiley Blackwell, vol. 33(5), pages 649-666, September.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. James A. Robins & Margarethe F. Wiersema, 2003. "The measurement of corporate portfolio strategy: analysis of the content validity of related diversification indexes," Strategic Management Journal, Wiley Blackwell, vol. 24(1), pages 39-59, January.
    5. Jacquemin, Alexis P & Berry, Charles H, 1979. "Entropy Measure of Diversification and Corporate Growth," Journal of Industrial Economics, Wiley Blackwell, vol. 27(4), pages 359-369, June.
    6. 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.
    7. César Alonso-Borrego & Dolores Collado, 2002. "Innovation and Job Creation and Destruction . Evidence from Spain," Recherches économiques de Louvain, De Boeck Université, vol. 68(1), pages 148-168.
    8. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    9. Sayan Chatterjee & Jagdip Singh, 1999. "Are Tradeoffs Inherent in Diversification Moves? A Simultaneous Model for Type of Diversification and Mode of Expansion Decisions," Management Science, INFORMS, vol. 45(1), pages 25-41, January.
    10. Constance E. Helfat & Kathleen M. Eisenhardt, 2004. "Inter‐temporal economies of scope, organizational modularity, and the dynamics of diversification," Strategic Management Journal, Wiley Blackwell, vol. 25(13), pages 1217-1232, December.
    11. 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.
    12. 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.
    13. Robert E. Hoskisson & Michael A. Hitt, 1988. "Strategic control systems and relative r&d investment in large multiproduct firms," Strategic Management Journal, Wiley Blackwell, vol. 9(6), pages 605-621, November.
    14. 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..
    15. Sea Jin Chang & Harbir Singh, 1999. "The impact of modes of entry and resource fit on modes of exit by multibusiness firms," Strategic Management Journal, Wiley Blackwell, vol. 20(11), pages 1019-1035, November.
    16. Helfat, C.E. & Raubitschek, R.S., 2000. "Product Sequencing: Co-Evolution of Knowledge, Capabilities and Products," Papers 00-1, U.S. Department of Justice - Antitrust Division.
    17. George S. Yip, 1982. "Diversification entry: Internal development versus acquisition," Strategic Management Journal, Wiley Blackwell, vol. 3(4), pages 331-345, October.
    18. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    19. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    20. Montgomery, Cynthia A. & Hariharan, S., 1991. "Diversified expansion by large established firms," Journal of Economic Behavior & Organization, Elsevier, vol. 15(1), pages 71-89, January.
    21. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    22. Krishna Palepu, 1985. "Diversification strategy, profit performance and the entropy measure," Strategic Management Journal, Wiley Blackwell, vol. 6(3), pages 239-255, July.
    23. Constance E. Helfat, 1994. "Firm-Specificity in Corporate Applied R&D," Organization Science, INFORMS, vol. 5(2), pages 173-184, May.
    24. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    25. Robert E. Hoskisson & Albert A. Cannella & Laszlo Tihanyi & Rosario Faraci, 2004. "Asset restructuring and business group affiliation in French civil law countries," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 525-539, June.
    26. Hsiao,Cheng & Pesaran,M. Hashem & Lahiri,Kajal & Lee,Lung Fei (ed.), 1999. "Analysis of Panels and Limited Dependent Variable Models," Cambridge Books, Cambridge University Press, number 9780521631693.
    27. 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.
    28. Douglas J. Miller, 2004. "Firms' technological resources and the performance effects of diversification: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1097-1119, November.
    29. Olympia Bover & Manuel Arellano, 1997. "Estimating limited dependent variable models from panel data," Investigaciones Economicas, Fundación SEPI, vol. 21(2), pages 141-166, May.
    30. Sayan Chatterjee & Birger Wernerfelt, 1991. "The link between resources and type of diversification: Theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 12(1), pages 33-48, January.
    31. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    32. Richard A. Bettis, 1981. "Performance differences in related and unrelated diversified firms," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 379-393, October.
    33. Andrew Delios & Paul W. Beamish, 1999. "Geographic scope, product diversification, and the corporate performance of Japanese firms," Strategic Management Journal, Wiley Blackwell, vol. 20(8), pages 711-727, August.
    34. Lecraw, Donald J, 1984. "Diversification Strategy and Performance," Journal of Industrial Economics, Wiley Blackwell, vol. 33(2), pages 179-198, December.
    35. Richard A. Bettis & Vijay Mahajan, 1985. "Risk/Return Performance of Diversified Firms," Management Science, INFORMS, vol. 31(7), pages 785-799, July.
    36. Constance E. Helfat, 1997. "Know‐how and asset complementarity and dynamic capability accumulation: the case of r&d," Strategic Management Journal, Wiley Blackwell, vol. 18(5), pages 339-360, May.
    37. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    38. Brian S. Silverman, 1999. "Technological Resources and the Direction of Corporate Diversification: Toward an Integration of the Resource-Based View and Transaction Cost Economics," Management Science, INFORMS, vol. 45(8), pages 1109-1124, August.
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