The accuracy of cross-country valuation by multiples using comparables – the cultural aspect
DOI:
https://doi.org/10.14738/abr.83.7877Keywords:
Gray accounting values, Comparability, Multiples, ValuationAbstract
We study the accuracy of using traditional multiples valuation method in a global setting. The method of comparables refers to the valuation of companies based on multiples of comparable (similar) companies, preferably from same industry. While this may lead to accurate valuations of comparables from one country, it is often not the case for global comparables due to cross-country differences in culture, economics and accounting practice. We selected all listed non-financial companies with non-negative earnings and equity from the global ORBIS-database, i.e. 16,898 companies from 112 countries. PWC’s publication on contemporaneous adoption and use of IFRS, helped us categorise each country’s accounting regime as requiring, permitting or disallowing IFRS for listed companies. Hofstede’s cultural indexes adapted to Gray’s accounting values where used to categorise cultural differences. Finally, we chose the P/E, P/B, P/S, EV/S and EV/EBITDA ratios as our multiples. We find that the traditional focus on industry alone is not the best way to estimate a company’s value based on multiples. Different attitudes towards selection of comparables lead to differences in valuation precision due to differences in accounting tradition and culture in various countries. Consequently, the cultural aspect should be taken into consideration when choosing comparables across countries.
References
Agrrawal, P.. Borgman, R., Clark, J.M. and Strong, R. Using Price-to-Earnings harmonic mean to improve firm valuation estimates, Journal of Financial Education, 2010. 36, no. 3: p. 98–110
Alford, A.W. The effect of the set of comparable firms on the accuracy of the Price-Earnings calculation method, Journal of Accounting Research, 1992. 30, no. 1, spring: p. 94–108
Baker, M. and Rubach, R. Estimating industry multiples, Working Paper, 1999, Harvard Business School Bhojraj, S. and Lee, M.C. Who is my peer? A valuation-based approach to the selection of comparable companies, Journal of Accounting Research, 2002. 40: p. 407–439
Bhojraj, S., Lee, C. and Oler, D.K. What’s my line? A comparison of industry classification schemes for capital market research, Journal of Accounting Research, 2003. 41: p. 745–774
Cheng, C.S.A. and McNamara, R. The valuation accuracy of the Price-Earnings and Price-Book benchmark valuation methods, Review of Quantitative Finance and Accounting, 2000. 15: p. 349–370
Cooper, I. and Cordeiro, L. Optimal equity valuation using multiples: The number of comparable firms, Working Paper, 2008. SSRN [id=1272349]
Cooper, I. and Lambertides, N. Is there a limit to the accuracy of equity valuation using multiples, Working Paper,2013. SSRN [id=2291869] rd Damodaran, A. Investment valuation, 3 ed. Wiley, 2012
Dittmann, I. and Maug, E. Biases and error measures: How to compare valuation methods, ERIM Report Series, 2008. Reference No. ERS-2006-011-F&A Dittmann, I. and Weiner, C. Selecting comparables for the valuation of European firms, SFB 649, 2005. Discussion Paper 2005-002
Doupnik, T.S. and Riccio, E.L. The influence of conservatism and secrecy on the interpretation of verbal probability expressions in the Anglo and Latin cultural areas, International Journal of Accounting, 2006. 41: p. 237-261
Doupnik, T.S. and Tsakumis, G.T. A critical review of tests of Gray’s theory of cultural relevance and suggestions for future research, Journal of Accounting Literature, 2004. 23(1): p. 1-48
Fama, E.F. and French, K.R. Industry costs of equity, Journal of Financial Economics, 1997. 43: p. 153-193
Gray, S.J. Towards a theory of cultural influence on the development of accounting systems internationally, Abacus, 1988. 24(1): p. 1-15
Hofstede, G. Culture’s consequences: international differences in work-related values, Integral edition, Beverly Hills, 1980. CA: Sage Hofstede, G. Culture’s consequences: comparing values, behaviours, institutions, and organisations across nations, Second Edition, 2001. London: Sage Publications.
Joannides, V., Wickramasinghe, D., and Berland, N. Critiques on Gray-Hofstede’s model: What impact on crosscultural accounting research?, 2012. [online] Available at: <http://basepub.dauphine.fr/xmlui/handle/123456789/9497> [Accessed 27 June 2017]
Koller, T., Goedhart, M. and Wessels, D. Valuation, 5 ed., 2010. Wiley Lee, C., Ma, P. and Wang, C. Search based peer firms: Aggregating investor perceptions through internet co-searches, Journal of Financial Economics, 2015. 116: p. 410–431
Liu, J., Nissim, D. and Thomas, J. Equity valuation using multiples, Journal of Accounting Research, 2002. 40: p. 135–Nobes, C. Towards a general model of the reasons for international differences in financial reporting, Abacus, 1998. 34(2): p. 162-187 th Penman, S.H. Financial Statement Analysis and Securities Valuation, 5 ed., 2013. McGraw Hill Perera, H. Towards a framework to analyze the impact of culture on accounting, International Journal of Accounting, 1989. 24(1): p. 42-56
Plenborg, T. and Pimentel, R.C. Best practices in applying multiples for valuation purposes, Journal of Private Equity, 2016. 19, no. 3: p. 55–64
PriceWaterhouseCoopers IFRS adoption by country, 2015. [online] Available at: [Accessed 17 May 2016] th Radebaugh, L.H., Gray, S.J. and Black, E.L. International accounting and multinational enterprises, 6 ed., 2006. Wiley.
Salter, S.B. and Lewis, P.A. Shades of Gray: An empirical examination of Gray’s model of culture and income measurement practices using 20-F data, Advances in Accounting, incorporating Advances in International Accounting, 2011. 27: p. 132-142
Schreiner, A. and Spremann, K. Multiples and their valuation accuracy in European equity markets, Working paper, 2007. SSRN [id=957352]
Schwab, K. (ed.) The global competitiveness report 2015-2016, World Economic Forum, 2016. [online] Available at: [Accessed 18 April 2016]
Serra, R.G. and Fávero, L.P.L. Multiples’ valuation: The selection of cross-border comparable firms, Emerging Markets Finance & Trade, 2018. 54: p. 1973–1992
Sharma, M. and Prashar, E. A conceptual framework for relative valuation, Journal of Private Equity, 2013. 16, no. 3: p. 29–32
Tsakumis, G.T. The influence of culture on accountants’ application of financial rules, Abacus, 2007. 43(1): p. 27-48
Violet, W.J. The development of international accounting standards: An anthropological perspective, The International Journal of Accounting Education and Research, 1983. 18(2): p. 1-12.
Yoo, Y.K. The valuation accuracy of equity valuation using a combination of multiples, Review of Accounting and Finance, 2006. 5, issue 2: p. 108–123
Young, S. and Zeng, Y. Accounting comparability and the accuracy of peer-based valuation models, Accounting Review, 2015. 90, no. 6: p. 2571–2601
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