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Published in: Review of Quantitative Finance and Accounting 3/2020

04-12-2019 | Original Research

Valuation ratio style investing and economic sentiment: evidence from major Eurozone markets

Author: Spyros I. Spyrou

Published in: Review of Quantitative Finance and Accounting | Issue 3/2020

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Abstract

This paper explores the role of sentiment in style investing for a sample of eight Eurozone markets and makes a distinction between fundamentals-driven sentiment and sentiment based on non-fundamental information. The findings indicate that style portfolio returns are statistically and economically significant, however, their return differential is not. Style portfolio returns are sensitive to changes in sentiment with value portfolios exhibiting higher sensitivity, and sentiment variance explains a significant percentage of style portfolio return variance. For example, for Germany during the US financial crisis the variance of fundamentals-driven sentiment accounts for 19.65% of the value portfolio variance and the variance of non-fundamental sentiment for a further 24.67%. The results are robust to the choice of valuation ratios in defining investment style. Finally, style portfolio returns tend to be higher, on average, during optimistic months (high sentiment), for the majority of the markets. For instance, during the US crisis, when high non-fundamental sentiment prevails, for five northern Eurozone markets, value portfolio monthly returns range between 2.54 and 3.87%.

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Appendix
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Footnotes
1
Cronqvist et al. (2015) point out that there are more than 2000 value funds and more than 3000 growth funds available.
 
3
The findings are qualitative similar when value portfolios are defined based on other valuation ratios [earnings-price (E/P), cash earnings to price (CE/P), and dividend yield (D/P)]. For example, the mean monthly return on a value portfolio formed with high Cash Earnings to Price ratio (CE/P) stocks for Germany is 1.11% while the mean monthly return of the low CE/P portfolio is 0.61%, For France, the high CE/P portfolio return is 1.00% and the low CE/P portfolio return is 0.60%, for the Netherlands 0.44% and 0.20%, respectively, for Spain 1.21% and 0.43%, respectively, etc. (these results are not reported here but are available upon request). For recent results on value investing in Germany see also Pätäri et al (2018).
 
4
Qualitatively similar results are obtained when style portfolios are formed based on other valuation ratios (e.g. cash earnings to price (CE/P)). These results are not reported here but are available upon request.
 
5
Antoniou et al. (2013) study US momentum portfolios and employ a consumer confidence indicator to proxy for sentiment, and growth in industrial production, real growth in durable consumption, nondurable consumption, growth in employment, and a recession indicator, to purge the effect of fundamental info from sentiment.
 
6
Brown and Cliff (2004) discuss that returns and sentiment may act as a system and use a similar methodology.
 
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Metadata
Title
Valuation ratio style investing and economic sentiment: evidence from major Eurozone markets
Author
Spyros I. Spyrou
Publication date
04-12-2019
Publisher
Springer US
Published in
Review of Quantitative Finance and Accounting / Issue 3/2020
Print ISSN: 0924-865X
Electronic ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-019-00861-0

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