Diversification Strategies and Firm Performance: A Sample Selection Approach
This paper is based upon the assumption that firm profitability is determined by its degree of diversification which in turn is strongly related to the antecedent decision to carry out diversification activities. This calls for an empirical approach that permits the joint analysis of the three interrelated and consecutive stages of the overall diversification process: diversification decision, degree of diversification, and outcome of diversification. We apply parametric and semiparametric approaches to control for sample selection and endogeneity of diversification decision in both static and dynamic models. After controlling for industry fixed-effects, empirical evidence from firm-level data shows that diversification has a curvilinear effect on profitability: it improves firms’ profit up to a point, after which a further increase in diversification is associated with declining performance. This implies that firms should consider optimal levels of product diversification when they expand product offerings beyond their core business. Other worth-noting findings include: (i) factors stimulating firms to diversify do not necessarily encourage them to extend their diversification strategy; (ii) firms which are endowed with highly skilled human capital are likely to successfully exploit diversification as an engine of growth; (iii) while industry performance does not influence profitability of firms, it impacts their diversification decision and degree.
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- Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-94, July.
- Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
- Horowitz, Joel L, 1992. "A Smoothed Maximum Score Estimator for the Binary Response Model," Econometrica, Econometric Society, vol. 60(3), pages 505-31, May.
- Verbeek, M. & Nijman, T., 1990.
"Testing For Selectivity Bias In Panel Data Models,"
9018, Tilburg - Center for Economic Research.
- Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002.
"Instrumental variables and GMM: Estimation and testing,"
United Kingdom Stata Users' Group Meetings 2003
02, Stata Users Group.
- Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
- Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," North American Stata Users' Group Meetings 2003 05, Stata Users Group.
- Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," Boston College Working Papers in Economics 545, Boston College Department of Economics, revised 14 Feb 2003.
- Hsiao, Cheng & Shen, Yan & Wang, Boqing & Weeks, Greg, 2008. "Evaluating the effectiveness of Washington state repeated job search services on the employment rate of prime-age female welfare recipients," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 98-108, July.
- Davide Vannoni, 2004. "Causes and effects of multimarket activity from theory to empirical analysis," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 163-174.
- Teece, David J. & Rumelt, Richard & Dosi, Giovanni & Winter, Sidney, 1994. "Understanding corporate coherence : Theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 23(1), pages 1-30, January.
- Larry H.P. Lang & Rene M. Stulz, 1993.
"Tobin's Q, Corporate Diversification and Firm Performance,"
NBER Working Papers
4376, National Bureau of Economic Research, Inc.
- Lang, Larry H P & Stulz, Rene M, 1994. "Tobin's q, Corporate Diversification, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1248-80, December.
- Parker, Simon C. & van Praag, C. Mirjam, 2006. "Schooling, Capital Constraints, and Entrepreneurial Performance: The Endogenous Triangle," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 416-431, October.
- Claudio A. Piga & Marco Vivarelli, 2003.
"Internal and External R&D: A Sample Selection Approach,"
Papers on Entrepreneurship, Growth and Public Policy
2004-05, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
- Claudio A . Piga & Marco Vivarelli, 2004. "Internal and External R&D: A Sample Selection Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 457-482, 09.
- 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.
- Anastasia Semykina & Jeffrey M. Woodridge, 2010. "Estimating Panel Data Models in the Presence of Endogeneity and Selection," Working Papers wp2010_10_01, Department of Economics, Florida State University.
- repec:oup:restud:v:64:y:1997:i:4:p:605-54 is not listed on IDEAS
- Michael Gort, 1962. "Diversification and Integration in American Industry," NBER Books, National Bureau of Economic Research, Inc, number gort62-1, March.
- Campa, Jose M. & Kedia, Simi, 2000.
"Explaining the diversification discount,"
IESE Research Papers
D/424, IESE Business School.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
- Grossmann, Volker, 2007. "Firm size and diversification: Multiproduct firms in asymmetric oligopoly," International Journal of Industrial Organization, Elsevier, vol. 25(1), pages 51-67, February.
- Amar Bhide, 1990. "Reversing Corporate Diversification," Journal of Applied Corporate Finance, Morgan Stanley, vol. 3(2), pages 70-81.
- Vojislav Maksimovic & Gordon Phillips, 2002. "Do Conglomerate Firms Allocate Resources Inefficiently Across Industries? Theory and Evidence," Journal of Finance, American Finance Association, vol. 57(2), pages 721-767, 04.
- Enrico Santarelli & Hien Tran, 2013.
"The interplay of human and social capital in shaping entrepreneurial performance: the case of Vietnam,"
Small Business Economics,
Springer, vol. 40(2), pages 435-458, February.
- E. Santarelli & H. T. Tran, 2012. "The Interplay of Human and Social Capital in Shaping Entrepreneurial Performance: The Case of Vietnam," Working Papers wp803, Dipartimento Scienze Economiche, Universita' di Bologna.
- 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.
- Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
- Qian, Gongming, 2002. "Multinationality, product diversification, and profitability of emerging US small- and medium-sized enterprises," Journal of Business Venturing, Elsevier, vol. 17(6), pages 611-633, October.
- David B. Audretsch, 1995. "Innovation and Industry Evolution," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011468, June.
- Davide Vannoni, 2000. "Diversification, the Resource View and Productivity: Evidence from Italian Manufacturing Firms," Empirica, Springer, vol. 27(1), pages 47-63, March.
- Gollop, Frank M & Monahan, James L, 1991. "A Generalized Index of Diversification: Trends in U.S. Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 73(2), pages 318-30, May.
- Kamien, Morton I & Schwartz, Nancy L, 1975. "Market Structure and Innovation: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(1), pages 1-37, March.
- Jay B. Barney, 1986. "Strategic Factor Markets: Expectations, Luck, and Business Strategy," Management Science, INFORMS, vol. 32(10), pages 1231-1241, October.
- Lang, Larry H. P. & Stulz, ReneM. & Walkling, Ralph A., 1991. "A test of the free cash flow hypothesis*1: The case of bidder returns," Journal of Financial Economics, Elsevier, vol. 29(2), pages 315-335, October.
- Klein, Roger W & Spady, Richard H, 1993.
"An Efficient Semiparametric Estimator for Binary Response Models,"
Econometric Society, vol. 61(2), pages 387-421, March.
- Klein, R.W. & Spady, R.H., 1991. "An Efficient Semiparametric Estimator for Binary Response Models," Papers 70, Bell Communications - Economic Research Group.
- Teece, David J., 1982. "Towards an economic theory of the multiproduct firm," Journal of Economic Behavior & Organization, Elsevier, vol. 3(1), pages 39-63, March.
- Michael Gort, 1962. "Introduction to "Diversification and Integration in American Industry"," NBER Chapters, in: Diversification and Integration in American Industry, pages 3-7 National Bureau of Economic Research, Inc.
- Nachum, Lilach, 1999. "Diversification strategies of developing country firms," Journal of International Management, Elsevier, vol. 5(2), pages 115-140.
- repec:oup:restud:v:65:y:1998:i:2:p:261-94 is not listed on IDEAS
- Scott,John T., 2005.
"Purposive Diversification and Economic Performance,"
Cambridge University Press, number 9780521022583.
- Scott,John T., 1993. "Purposive Diversification and Economic Performance," Cambridge Books, Cambridge University Press, number 9780521430159.
- Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-54, July.
- Christofides, Louis N, et al, 2003. "Recent Two-Stage Sample Selection Procedures with an Application to the Gender Wage Gap," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 396-405, July.
- Jarrad Harford, 1999. "Corporate Cash Reserves and Acquisitions," Journal of Finance, American Finance Association, vol. 54(6), pages 1969-1997, December.
- repec:oup:restud:v:58:y:1991:i:2:p:277-97 is not listed on IDEAS
- John R. Graham & Michael L. Lemmon & Jack G. Wolf, 2002. "Does Corporate Diversification Destroy Value?," Journal of Finance, American Finance Association, vol. 57(2), pages 695-720, 04.
- Vella, F, 1992. "Simple Tests for Sample Selection Bias in Censored and Discrete Choice Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(4), pages 413-21, Oct.-Dec..
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