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Exploring market multiples accuracy for professional practices: sales is the value anchor but profitability and location matter too

Author

Listed:
  • Francesco Bavagnoli

    (Università del Piemonte Orientale)

  • Giangiacomo Buzzoni

    (MpO&Partners)

  • Corrado Mandirola

    (MpO&Partners)

  • Ernesto Salinelli

    (Università del Piemonte Orientale)

Abstract

In this study, we aim to address a serious gap in the otherwise rich value relevance literature around professional services firms. Such firms are generally recognised as making up a significant and distinct category within the contemporary economy. However, there is currently a notable absence in the value relevance studies on transactions around equity stakes for this sector. We address this issue and investigate the prediction accuracy of the sales multiple—commonly used as a valuation shortcut in the industry—and the value relevance of financial and non-financial information. We do so within the country-specific setting of private equity deals executed in Italy from 2012 to 2018 regarding small accounting practices (SAPs), which we deem of interest because they present similar characteristics to their European peers and because accounting firms are qualified in the management literature as 'classic' professional service providers. This exploratory study of 76 deals confirms the superior informative value and prediction accuracy of the sales multiple. We also ran a regression of transaction prices on several value drivers, identified consistently with prior studies and mainstream valuation theory. We thus found that some non-financial information specific to the context of SAP and certain deal characteristics are value relevant and complement financial information. An example of this is a firm's location in a small town. However, contrary to expectations, the age of a firm's owner was not found to be significant.

Suggested Citation

  • Francesco Bavagnoli & Giangiacomo Buzzoni & Corrado Mandirola & Ernesto Salinelli, 2022. "Exploring market multiples accuracy for professional practices: sales is the value anchor but profitability and location matter too," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 26(4), pages 1409-1442, December.
  • Handle: RePEc:kap:jmgtgv:v:26:y:2022:i:4:d:10.1007_s10997-021-09585-7
    DOI: 10.1007/s10997-021-09585-7
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    as
    1. 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.
    2. Joseph McCahery & Erik Vermeulen, 2012. "Private equity regulation: a comparative analysis," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(2), pages 197-233, May.
    3. David Schröder & Andrew Yim, 2018. "Industry Effects in Firm and Segment Profitability Forecasting," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 2106-2130, December.
    4. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    5. Eli Amir & Theodore Sougiannis, 1999. "Analysts' Interpretation and Investors' Valuation of Tax Carryforwards," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 1-33, March.
    6. Erik Døving & Paul N. Gooderham, 2008. "Dynamic capabilities as antecedents of the scope of related diversification: the case of small firm accountancy practices," Strategic Management Journal, Wiley Blackwell, vol. 29(8), pages 841-857, August.
    7. Holthausen, Robert W. & Watts, Ross L., 2001. "The relevance of the value-relevance literature for financial accounting standard setting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 3-75, September.
    8. Volker Herrmann & Frank Richter, 2003. "Pricing With Performance-Controlled Multiples," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 55(3), pages 194-219, July.
    9. Amir, Eli & Lev, Baruch, 1996. "Value-relevance of nonfinancial information: The wireless communications industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 3-30, October.
    10. Robert J. Bennett & Paul J. A. Robson, 1999. "The use of external business advice by SMEs in Britain," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 11(2), pages 155-180, April.
    11. Kaplan, Steven N & Ruback, Richard S, 1995. "The Valuation of Cash Flow Forecasts: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 50(4), pages 1059-1093, September.
    12. Matthew D. Cain & David J. Denis, 2010. "Do Fairness Opinion Valuations Contain Useful Information?," Purdue University Economics Working Papers 1244, Purdue University, Department of Economics.
    13. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    14. S. Ciccotosto & R. Nandan & D.B. Smorfitt, 2008. "Issues Facing Small Accounting Practices in Regional North Queensland: An Exploratory Study," Australian Accounting Review, CPA Australia, vol. 18(4), pages 324-333, December.
    15. Pascal Nguyen & Nahid Rahman & Ruoyun Zhao, 2018. "CEO characteristics and firm valuation: a quantile regression analysis," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(1), pages 133-151, March.
    16. Dale Wadeson & Susan Ciccotosto, 2013. "Succession Planning in Small Accounting Practices in Regional Far North Queensland," Australian Accounting Review, CPA Australia, vol. 23(2), pages 177-188, June.
    17. Ran Barniv & Mark Myring, 2006. "An International Analysis of Historical and Forecast Earnings in Accounting‐Based Valuation Models," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7‐8), pages 1087-1109, September.
    18. Sanjeev Bhojraj & Charles M. C. Lee, 2002. "Who Is My Peer? A Valuation‐Based Approach to the Selection of Comparable Firms," Journal of Accounting Research, Wiley Blackwell, vol. 40(2), pages 407-439, May.
    19. Ran Barniv & Mark Myring, 2006. "An International Analysis of Historical and Forecast Earnings in Accounting-Based Valuation Models," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7-8), pages 1087-1109.
    20. Allen, Linda, et al, 2004. "The Role of Bank Advisors in Mergers and Acquisitions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 197-224, April.
    21. Jing Liu & Doron Nissim & Jacob Thomas, 2002. "Equity Valuation Using Multiples," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 135-172, March.
    22. Trueman, B & Wong, MHF & Zhang, XJ, 2000. "The eyeballs have it: Searching for the value in internet stocks," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 137-162.
    23. Wm. Gerard Sanders & Steven Boivie, 2004. "Sorting things out: valuation of new firms in uncertain markets," Strategic Management Journal, Wiley Blackwell, vol. 25(2), pages 167-186, February.
    24. Shevlin, Terry, 1996. "The value-relevance of nonfinancial information: A discussion," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 31-42, October.
    25. Chiung-Ju Liang & Ming-Li Yao, 2005. "The Value-Relevance of Financial and Nonfinancial Information—Evidence from Taiwan’s Information Electronics Industry," Review of Quantitative Finance and Accounting, Springer, vol. 24(2), pages 135-157, January.
    26. Hirschey, Mark & Richardson, Vernon J & Scholz, Susan, 2001. "Value Relevance of Nonfinancial Information: The Case of Patent Data," Review of Quantitative Finance and Accounting, Springer, vol. 17(3), pages 223-235, November.
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