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Value enhancement using momentum indicators: the European experience

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  • Ron Bird
  • Lorenzo Casavecchia

Abstract

Purpose - The purpose of this research is to study the extent to which various price and earnings momentum measures can be used to enhance portfolio performance by better timing entry into value stocks (and isolating those growth stocks that still have some period to run). Design/methodology/approach - The paper uses the traditional methodology of ranking stocks on the basis of certain value and momentum measures (e.g. book‐to‐market, market return over some prior period), forming portfolios based on these rankings which are held for a specific period of time. The portfolios are formed on the basis of a single measure of multiple measures and the returns and associatedp‐values are calculated with the objective of determining how these portfolios perform relative to a benchmark portfolio composed of all the companies in the universe. The analysis is conducted on a database consisting of approximately 8,000 companies drawn from 15 European countries over the period from January 1989 to May 2004. Findings - It was found that a number of individual, and combinations of, price and earnings momentum factors are able to enhance value portfolios by identifying stocks that will not perform well in the immediate future. The best measure that was found for timing entry into value and growth stocks is a combination of price momentum and price acceleration where the difference in monthly performance between the “best” and “worst” value (growth) portfolios is 2.6 percent (2.4 percent) for holding periods of 12 months. It was found not only that this momentum measure can be used to enhance value and growth in portfolios consisting of all European stocks but also that it can be successfully deployed in the major individual markets and regions. Originality/value - Most studies that evaluate the performance of value and growth portfolios do not consider the characteristics of the stocks held in these portfolios. However, it is these characteristics that determine the success of the portfolios formed on the basis of what can only be described as very crude valuation multiples. This paper demonstrates the potential of a closer evaluation of the stocks chosen to be included in a particular portfolio by being able to identify those stocks most likely to perform (and under‐perform). The findings in the paper have obvious implications for the investment processes of investment managers but they also provide useful insights into the efficiency of the European markets and the typical means of price formation within those markets.

Suggested Citation

  • Ron Bird & Lorenzo Casavecchia, 2007. "Value enhancement using momentum indicators: the European experience," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 3(3), pages 229-262, July.
  • Handle: RePEc:eme:ijmfpp:v:3:y:2007:i:3:p:229-262
    DOI: 10.1108/17439130710756907
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    Citations

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    Cited by:

    1. Klaus Grobys & Topi Huhta-Halkola, 2019. "Combining value and momentum: evidence from the Nordic equity market," Applied Economics, Taylor & Francis Journals, vol. 51(26), pages 2872-2884, June.
    2. Timo H Leivo & Eero J Pätäri, 2011. "Enhancement of value portfolio performance using momentum and the long-short strategy: The Finnish evidence," Journal of Asset Management, Palgrave Macmillan, vol. 11(6), pages 401-416, February.
    3. Tanveer Ahmad; Syed Muhammad Amir Shah, 2017. "The Value-Growth Indicators and Value Premium: Evidence from Pakistan Stock Exchange," South Asian Journal of Management Sciences (SAJMS), Iqra University, Iqra University, vol. 11(2), pages 124-139, Fall.
    4. Timo H. Leivo, 2012. "Combining value and momentum indicators in varying stock market conditions," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 11(4), pages 400-447, October.
    5. Eero J. Pätäri & Timo H. Leivo & Janne Hulkkonen & J. V. Samuli Honkapuro, 2018. "Enhancement of value investing strategies based on financial statement variables: the German evidence," Review of Quantitative Finance and Accounting, Springer, vol. 51(3), pages 813-845, October.
    6. Dewandaru, Ginanjar & Masih, Rumi & Bacha, Obiyathulla Ismath & Masih, A. Mansur. M., 2015. "Combining momentum, value, and quality for the Islamic equity portfolio: Multi-style rotation strategies using augmented Black Litterman factor model," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 205-232.
    7. Ron Bird & Lorenzo Casavecchia, 2007. "Sentiment and Financial Health Indicators for Value and Growth Stocks: The European Experience," The European Journal of Finance, Taylor & Francis Journals, vol. 13(8), pages 769-793.
    8. Pätäri, Eero & Karell, Ville & Luukka, Pasi & Yeomans, Julian S, 2018. "Comparison of the multicriteria decision-making methods for equity portfolio selection: The U.S. evidence," European Journal of Operational Research, Elsevier, vol. 265(2), pages 655-672.
    9. Eero Pätäri & Timo Leivo, 2017. "A Closer Look At Value Premium: Literature Review And Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 79-168, February.
    10. Martin Wichlinski & Rajendra Rajaram, 2019. "The Use of RONA/WACC as a Proxy for Investment Quality," Journal of Economics and Behavioral Studies, AMH International, vol. 10(6), pages 177-185.
    11. Eero J. Pätäri & Timo H. Leivo & J.V. Samuli Honkapuro, 2010. "Enhancement of value portfolio performance using data envelopment analysis," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 27(3), pages 223-246, August.
    12. Ron Bird & Lorenzo Casavecchia & Paul Woolley, 2008. "Insights into the Market Impact of Different Investment Styles," Working Paper Series 1, The Paul Woolley Centre for Capital Market Dysfunctionality, University of Technology, Sydney.
    13. Eero J. Pätäri & Ville Karell & Pasi Luukka, 2016. "Can size-, industry-, and leverage-adjustment of valuation ratios benefit the value investor?," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 11(1), pages 76-109.
    14. Pätäri, Eero & Leivo, Timo & Honkapuro, Samuli, 2012. "Enhancement of equity portfolio performance using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 220(3), pages 786-797.

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