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Book-to-market equity and asset correlations—An international study

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  • Ho, Kung-Cheng
  • Lee, Shih-Cheng
  • Chen, Jiun-Lin

Abstract

In this paper, we examine the use of book-to-market equity (BE/ME) as a determinant of asset correlations in the Basel Accord on regulatory capital requirements. Utilizing an international sample from 38 countries during 1989–2017, we discover that asset correlations, controlling for firm size and default probability, are negatively associated with BE/ME. We further decompose BE/ME according to Daniel and Titman (2006) and Penman et al. (2007) to explore why BE/ME can capture variations in asset correlations. The former method demonstrates that obligors with higher assets-in-place (higher BE/ME) exhibit lower asset correlations, and the latter approach reveals that obligors with higher operating risk have lower asset correlations. These findings suggest that BE/ME is potentially a crucial factor in improving estimates of asset correlations and reducing bank regulatory capital arbitrage.

Suggested Citation

  • Ho, Kung-Cheng & Lee, Shih-Cheng & Chen, Jiun-Lin, 2022. "Book-to-market equity and asset correlations—An international study," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 258-274.
    • Handle: RePEc:eee:reveco:v:79:y:2022:i:c:p:258-274
    DOI: 10.1016/j.iref.2022.02.014
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    as
    1. Michel Dietsch, 2004. "Should SME exposures be treated as retail or corporate exposures: a comparative analysis of probabilities of default and assets correlations in French and German SMEs," ULB Institutional Repository 2013/14164, ULB -- Universite Libre de Bruxelles.
    2. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    3. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    4. Lopez, Jose A., 2004. "The empirical relationship between average asset correlation, firm probability of default, and asset size," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 265-283, April.
    5. Nickell, Pamela & Perraudin, William & Varotto, Simone, 2000. "Stability of rating transitions," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 203-227, January.
    6. Eugene F. Fama & Kenneth R. French, 2008. "Average Returns, B/M, and Share Issues," Journal of Finance, American Finance Association, vol. 63(6), pages 2971-2995, December.
    7. Schmaltz, Christian & Heidorn, Thomas & Torchiani, Ingo, 2018. "Distance to compliance portfolios: An integrated shortfall measure for basel III," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 87-101.
    8. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    9. Chen, Wang & Ho, Kung-Cheng & Yang, Lu, 2020. "Network structures and idiosyncratic contagion in the European sovereign credit default swap market," International Review of Financial Analysis, Elsevier, vol. 72(C).
    10. Gordy, Michael B. & Howells, Bradley, 2006. "Procyclicality in Basel II: Can we treat the disease without killing the patient?," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 395-417, July.
    11. Jose Lopez, 2009. "Empirical analysis of the average asset correlation for real estate investment trusts," Quantitative Finance, Taylor & Francis Journals, vol. 9(2), pages 217-229.
    12. Mandelker, Gershon N. & Rhee, S. Ghon, 1984. "The Impact of the Degrees of Operating and Financial Leverage on Systematic Risk of Common Stock," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(1), pages 45-57, March.
    13. Jonathan B. Berk & Richard C. Green & Vasant Naik, 1999. "Optimal Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 54(5), pages 1553-1607, October.
    14. Luis García‐Feijóo & Randy D. Jorgensen, 2010. "Can Operating Leverage Be the Cause of the Value Premium?," Financial Management, Financial Management Association International, vol. 39(3), pages 1127-1154, September.
    15. Wang, Mei & Rieger, Marc Oliver & Hens, Thorsten, 2016. "How time preferences differ: Evidence from 53 countries," Journal of Economic Psychology, Elsevier, vol. 52(C), pages 115-135.
    16. Fazio, Dimas M. & Tabak, Benjamin M. & Cajueiro, Daniel O., 2015. "Inflation targeting: Is IT to blame for banking system instability?," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 76-97.
    17. McNeil, Alexander J. & Wendin, Jonathan P., 2007. "Bayesian inference for generalized linear mixed models of portfolio credit risk," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 131-149, March.
    18. Ron Giammarino & Murray Carlson & Adlai Fisher, 2004. "Corporate Investment and Asset Price Dynamics: Implications for Post-SEO Performance," 2004 Meeting Papers 812, Society for Economic Dynamics.
    19. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    20. Dietsch, Michel & Petey, Joel, 2004. "Should SME exposures be treated as retail or corporate exposures? A comparative analysis of default probabilities and asset correlations in French and German SMEs," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 773-788, April.
    21. Ho, Kung-Cheng & Yen, Huang-Ping & Gu, Yan & Shi, Lisi, 2020. "Does societal trust make firms more trustworthy?," Emerging Markets Review, Elsevier, vol. 42(C).
    22. Lee, Shih-Cheng & Lin, Chien-Ting, 2012. "Book-to-market equity, operating risk, and asset correlations: Implications for Basel capital requirement," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 973-989.
    23. Lee, Shih-Cheng & Lin, Chien-Ting & Yang, Chih-Kai, 2011. "The asymmetric behavior and procyclical impact of asset correlations," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2559-2568, October.
    24. repec:bla:jfinan:v:59:y:2004:i:6:p:2577-2603 is not listed on IDEAS
    25. Kent Daniel & Sheridan Titman, 2006. "Market Reactions to Tangible and Intangible Information," Journal of Finance, American Finance Association, vol. 61(4), pages 1605-1643, August.
    26. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    27. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    28. Hamada, Robert S, 1972. "The Effect of the Firm's Capital Structure on the Systematic Risk of Common Stocks," Journal of Finance, American Finance Association, vol. 27(2), pages 435-452, May.
    29. Lu Zhang, 2005. "The Value Premium," Journal of Finance, American Finance Association, vol. 60(1), pages 67-103, February.
    30. Kung-Cheng Ho & Jason Z. Ma & Lu Yang & Lisi Shi, 2019. "Do anticorruption efforts affect banking system stability?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(3), pages 277-298, April.
    31. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    32. Xue, Wen-Jun, 2020. "Financial sector development and growth volatility: An international study," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 67-88.
    33. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    34. Ruiz, Jose L., 2018. "Financial development, institutional investors, and economic growth," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 218-224.
    35. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    36. Pericoli, F.M. & Pierucci, E. & Ventura, L., 2013. "Cross-border equity portfolio choices and the diversification motive: A fractional regression approach," Economics Letters, Elsevier, vol. 121(2), pages 282-286.
    37. Shih-Cheng Lee & Chien-Ting Lin & Min-Teh Yu, 2013. "Book-to-Market Equity, Asset Correlations and the Basel Capital Requirement," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(7-8), pages 991-1008, September.
    38. Felipe L. Aguerrevere, 2009. "Real Options, Product Market Competition, and Asset Returns," Journal of Finance, American Finance Association, vol. 64(2), pages 957-983, April.
    39. Meng, Yijun & Yin, Chao, 2019. "Trust and the cost of debt financing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 58-73.
    40. Ilan Cooper, 2006. "Asset Pricing Implications of Nonconvex Adjustment Costs and Irreversibility of Investment," Journal of Finance, American Finance Association, vol. 61(1), pages 139-170, February.
    41. Bellotti, Tony & Crook, Jonathan, 2012. "Loss given default models incorporating macroeconomic variables for credit cards," International Journal of Forecasting, Elsevier, vol. 28(1), pages 171-182.
    42. Lev, Baruch, 1974. "On the Association between Operating Leverage and Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(4), pages 627-641, September.
    43. Stephen H. Penman & Scott A. Richardson & İrem Tuna, 2007. "The Book‐to‐Price Effect in Stock Returns: Accounting for Leverage," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 427-467, May.
    44. Giampaolo Gabbi & Pietro Vozzella, 2013. "Asset correlations and bank capital adequacy," The European Journal of Finance, Taylor & Francis Journals, vol. 19(1), pages 55-74, January.
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    More about this item

    Keywords

    Asset correlation; Basel Accord; Book-to-market equity; Default probability; Operating risk;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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