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Diversification and risk-adjusted performance: A quantile regression approach

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  • Lee, Bong Soo
  • Li, Ming-Yuan Leon
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    Abstract

    The effect of diversification on firm performance has been debated. We reexamine the effect using a sample of 44,248 observations of non-financial US firms for the 1997–2009 period employing the quantile regression approach. Our empirical results show that the effect of diversification on firm performance is not homogeneous across various quantile levels: the diversification discount (premium) shows up in firms with high (low) RoE quantiles. Further, we find that diversification affects firm risk as well. Therefore, we consider a risk-adjusted performance measure and find that both diversification discount and premium disappear, which is consistent with the risk-return trade-off principle.

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    Bibliographic Info

    Article provided by Elsevier in its journal Journal of Banking & Finance.

    Volume (Year): 36 (2012)
    Issue (Month): 7 ()
    Pages: 2157-2173

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    Handle: RePEc:eee:jbfina:v:36:y:2012:i:7:p:2157-2173

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    Web page: http://www.elsevier.com/locate/jbf

    Related research

    Keywords: Diversification; Risk-adjusted performance; Quantile regression;

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. Stephen Brown & William Goetzmann & Bing Liang & Christopher Schwarz, 2008. "Mandatory Disclosure and Operational Risk: Evidence from Hedge Fund Registration," Journal of Finance, American Finance Association, vol. 63(6), pages 2785-2815, December.
    2. Paul A. Gompers & Joy L. Ishii & Andrew Metrick, 2001. "Corporate Governance and Equity Prices," NBER Working Papers 8449, National Bureau of Economic Research, Inc.
    3. Gosling, Amanda & Machin, Stephen & Meghir, Costas, 2000. "The Changing Distribution of Male Wages in the U.K," Review of Economic Studies, Wiley Blackwell, vol. 67(4), pages 635-66, October.
    4. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    5. Xiaoquan Jiang & Bong-Soo Lee, 2006. "The Dynamic Relation Between Returns and Idiosyncratic Volatility," Financial Management, Financial Management Association International, vol. 35(2), pages 43-65, 06.
    6. Chia-Chang Chuang & Chung-Ming Kuan & Hsin-yi Lin, 2007. "Causality in Quantiles and Dynamic Stock Return-Volume Relations," IEAS Working Paper : academic research 07-A006, Institute of Economics, Academia Sinica, Taipei, Taiwan.
    7. Joshua Angrist & Victor Chernozhukov & Ivan Fernandez-Val, 2004. "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure," NBER Working Papers 10428, National Bureau of Economic Research, Inc.
    8. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    9. Josef Lakonishok & Andrei Shleifer & Robert W. Vishny, 1993. "Contrarian Investment, Extrapolation, and Risk," University of Chicago - George G. Stigler Center for Study of Economy and State 84, Chicago - Center for Study of Economy and State.
    10. Michelle L. Barnes & Anthony W. Hughes, 2002. "A quantile regression analysis of the cross section of stock market returns," Working Papers 02-2, Federal Reserve Bank of Boston.
    11. 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.
    12. Karl Lins & Henri Servaes, 1999. "International Evidence on the Value of Corporate Diversification," Journal of Finance, American Finance Association, vol. 54(6), pages 2215-2239, December.
    13. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    14. Joao Gomes & Dmitry Livdan, 2004. "Optimal Diversification: Reconciling Theory and Evidence," Journal of Finance, American Finance Association, vol. 59(2), pages 507-535, 04.
    15. Glaser, Markus & Müller, Sebastian, 2010. "Is the diversification discount caused by the book value bias of debt?," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2307-2317, October.
    16. Anthony, Joseph H. & Ramesh, K., 1992. "Association between accounting performance measures and stock prices : A test of the life cycle hypothesis," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 203-227, August.
    17. Xiaoquan Jiang & Bong-Soo Lee, 2006. "The Dynamic Relation Between Returns and Idiosyncratic Volatility," Financial Management, Financial Management Association, vol. 35(2), Summer.
    18. Fu, Fangjian, 2009. "Idiosyncratic risk and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 91(1), pages 24-37, January.
    19. David Ashton & Paul Dunmore & Mark Tippett, 2004. "Double Entry Bookkeeping and the Distributional Properties of a Firm's Financial Ratios," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5-6), pages 583-606.
    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, 04.
    21. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross-Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, 02.
    22. Li, Ming-Yuan Leon & Miu, Peter, 2010. "A hybrid bankruptcy prediction model with dynamic loadings on accounting-ratio-based and market-based information: A binary quantile regression approach," Journal of Empirical Finance, Elsevier, vol. 17(4), pages 818-833, September.
    23. Raghuram Rajan & Henri Servaes & Luigi Zingales, 1998. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," NBER Working Papers 6368, National Bureau of Economic Research, Inc.
    24. Campa, Jose M. & Kedia, Simi, 2000. "Explaining the diversification discount," IESE Research Papers D/424, IESE Business School.
    25. Robert Engle & Simone Manganelli, 2000. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Econometric Society World Congress 2000 Contributed Papers 0841, Econometric Society.
    26. 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.
    27. Meligkotsidou, Loukia & Vrontos, Ioannis D. & Vrontos, Spyridon D., 2009. "Quantile regression analysis of hedge fund strategies," Journal of Empirical Finance, Elsevier, vol. 16(2), pages 264-279, March.
    28. Lawrence Brown & Marcus Caylor, 2009. "Corporate governance and firm operating performance," Review of Quantitative Finance and Accounting, Springer, vol. 32(2), pages 129-144, February.
    29. Cappiello, Lorenzo & Kadareja, Arjan & Manganelli, Simone, 2010. "The Impact of the Euro on Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(02), pages 473-502, April.
    30. Cheng, Shijun, 2008. "Board size and the variability of corporate performance," Journal of Financial Economics, Elsevier, vol. 87(1), pages 157-176, January.
    31. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    32. Ali Ataullah & Andrew Higson & Mark Tippett, 2007. "The Distributional Properties of the Debt to Equity Ratio: Some Implications for Empirical Research," Abacus, Accounting Foundation, University of Sydney, vol. 43(2), pages 111-135.
    33. Martin, John D. & Sayrak, Akin, 2003. "Corporate diversification and shareholder value: a survey of recent literature," Journal of Corporate Finance, Elsevier, vol. 9(1), pages 37-57, January.
    34. Gilbert W. Bassett Jr. & Hsiu-Lang Chen, 2001. "Portfolio style: Return-based attribution using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 293-305.
    35. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, 09.
    36. Richard Borghesi & Joel Houston & Andy Naranjo, 2007. "Value, Survival, and the Evolution of Firm Organizational Structure," Financial Management, Financial Management Association International, vol. 36(3), pages 5-31, 09.
    37. Sattar A. Mansi & David M. Reeb, 2002. "Corporate Diversification: What Gets Discounted?," Journal of Finance, American Finance Association, vol. 57(5), pages 2167-2183, October.
    38. 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.
    39. Jesse Levin, 2001. "For whom the reductions count: A quantile regression analysis of class size and peer effects on scholastic achievement," Empirical Economics, Springer, vol. 26(1), pages 221-246.
    40. Belén Villalonga, 2004. "Does Diversification Cause the "Diversification Discount"?," Financial Management, Financial Management Association, vol. 33(2), Summer.
    41. Juan Santalo & Manuel Becerra, 2008. "Competition from Specialized Firms and the Diversification-Performance Linkage," Journal of Finance, American Finance Association, vol. 63(2), pages 851-883, 04.
    42. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," NBER Working Papers 8190, National Bureau of Economic Research, Inc.
    43. Servaes, Henri, 1996. " The Value of Diversification during the Conglomerate Merger Wave," Journal of Finance, American Finance Association, vol. 51(4), pages 1201-25, September.
    44. Nicholas Barberis, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," Journal of Finance, American Finance Association, vol. 56(4), pages 1247-1292, 08.
    45. John E. Core & Wayne R. Guay & Tjomme O. Rusticus, 2006. "Does Weak Governance Cause Weak Stock Returns? An Examination of Firm Operating Performance and Investors' Expectations," Journal of Finance, American Finance Association, vol. 61(2), pages 655-687, 04.
    46. Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-65, June.
    47. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
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    Cited by:
    1. Walid Mensi & Shawkat Hammoudeh & Juan Carlos Reboredo & Duc Khuong Nguyen, 2014. "Do global factors impact BRICS stock markets? A quantile regression approach," Working Papers 2014-159, Department of Research, Ipag Business School.
    2. Baur, Dirk G., 2013. "The structure and degree of dependence: A quantile regression approach," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 786-798.

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