The Use of RONA/WACC as a Proxy for Investment Quality

  • Martin Wichlinski University of KwaZulu-Natal, South Africa
  • Rajendra Rajaram University of KwaZulu-Natal, South Africa
Keywords: Quality, economic value, RONA/WACC, stock, investment

Abstract

Proxies for stock investment quality have varied from multi-factor models such as the Piotroski F-Score to simple one-factor return on capital measures. Economic value added, measured as the ratio of return on net assets relative to the weighted average cost of capital, has not been used as a proxy for stock quality. The aim of this study was to demonstrate that economic value added can be used effectively as a proxy for stock quality. Industrial stocks listed on the JSE ALSI between 31 January 2006 and 31 December 2015 comprised the population of this study. Three portfolios (comprising 33% of the population each) were formed monthly and were held for 12 months leading to the creation of 360 portfolios. The portfolios were formed on the basis of the RONA/WACC ratio; stocks with the highest ratios comprised HEV portfolios, stocks with the lowest ratios comprised LEV portfolios and stocks with median ratios comprised MEV portfolios. HEV portfolios earned a mean return of 19.52% relative to 13.09% for MEV portfolios, 16.31% for LEV portfolios and 13.73% for the overall equity market. The maximum cumulative value of R1 invested in HEV portfolios was equal to R5.30 as at the end of the study period. The maximum cumulative value of R1 invested in MEV and LEV portfolios was equal to R4.14 and R4.40 respectively. The maximum corresponding value of R1 invested in the general equity market was, R3.50. The superior returns of HEV portfolios were observed to be more risk efficient relative to both MEV and LEV portfolios and relative to the market portfolio on the basis of higher Sharpe Ratios. The RONA/WACC ratio has thus been shown to have been an effective proxy for stock quality.

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References

Asness, C. S., Illmanen, A., Israel, R. & Moskowitz, T. J. (2015). Investing with style. Journal of Investment Management, 13(1), 27-63.
Bird, R. & Casavecchia, L. (2007). Value Enhancement using momentum indicators:. Journal of Managerial Finance, 3(3), 229-262.
Bodie, Z., Kane, A. & Marcus, A. J. (2017). Essentials of investments (10th Ed.). New York, NY:McGraw-Hill Education.
Bosch, A. & Ruch, F. (2012). An alternative business cycle dating procedure for South Africa. Pretoria: South African Reserve Bank.
Deng, X. (2016). Piotroski's F-Score in the Chinese A-Share market. Unpublished Masters Thesis. Cape Town: University of Cape Town.
Dimson, E., Marsh, P. & Staunton, M. (2017). Credit Suisse Investment Returns Yearbook 2016. Credit Suisse Research Institute.
Elze, G. (2010). Value investing anomalies in the European stock market: multiple values, constant earners and recognised value. The Quarterly Review of Economics and Finance, 50, 527-537.
Forner, C. & Veira, P. (2018). Using the book to market ratio, accounting strength and momentum to construct a value investing strategy: the Case of Spain. Spanish Journal of Accounting and Finance, 1-29.
Langa, S. (2016). The effectiveness of value style investing in South Africa. Unpublished Masters Thesis. Johannesburg: University of the Witwatersrand.
McGregor, B. F. A. (2014). Understanding value performance indicators. Pretoria: McGregor BFA.
Muller, C. & Ward, M. (2013). Style-based effects on the Johannesburg Stock Exchange: A graphical time-series approach. Investment Analysts Journal, 42(77), 1-16.
Mutooni, R. & Muller, C. (2007). Equity style timing. Investment Analysts Journal, 36(65), 15-24.
Noma, M. (2010). Value investing and financial statement analysis. Hitotsubashi Journal of Commerce and Management, 44(1), 29-46.
Novey-Marx, R. (2013). The quality dimension of value investing. Retrieved from https://www.ivey.uwo.ca/cmsmedia/3775548/novy-marx.pdf.
Phillips, S. (2018). Understanding investment styles – Part 2. s.l.: Sanlam.
Piotroski, J. D. (2000). Value investing: The use of historical financial statement information to separate winners from losers. Journal of Accounting Research, 38, 1-41.
Piotroski, J. & So, E. (2012). Identifying expectation errors in value/glamour. Review of Financial Studies, 25(9), 2841-2875.
PwC Corporate Finance. (2015). Africa: A closer look at value (Valuation methodology survey) (7th Ed.). South Africa:PricewaterhouseCoopers.
Schoeman, E. (2012). Enhancing a value portfolio with price acceleration momentum. Unpublished MBA Dissertation. Pretoria: University of Pretoria.
Tripathy, T. & Bani, P. (2017). Effect of F score on stock performance: Evidence from Indian equity market. International Journal of Economics & Finance, 9(2), 89-99.
Van der Merwe, J. (2012). The effectiveness of the Piotroski screen for value stock selection on the JSE. Johannesburg: University of Witwatersrand.
Zaremba, A. (2018). The momentum effect in country-level stock market anomalies. Economic Research, 31(1), 703-721.
Zuccollo, C. & Correia, C. (2016). Dividend yield as a model for value investing on the JSE. Cape Town: Southern African Accounting Association.
Published
2019-01-16
How to Cite
Wichlinski, M., & Rajaram, R. (2019). The Use of RONA/WACC as a Proxy for Investment Quality. Journal of Economics and Behavioral Studies, 10(6A(J), 177-185. https://doi.org/10.22610/jebs.v10i6A.2673
Section
Research Paper