Abstract

Traditional finance theory posits that the relationship between the risk and return of stocks is positive. Furthermore, investment practice is often based on the central contention of the Capital Asset Pricing Model (CAPM) that high (low) beta stocks earn higher (lower) returns. However, this fundamental return and risk relationship is questioned by a several researchers who assert that the relationship is, in fact, negative. Consequently, a growing body of research examines the nature of the stock return-risk relationship using both market- and firm-level data. The results of this research are mixed. The purpose of this paper is to shed further light on this relationship by (i) examining both market- and firm-level price data; (ii) employing a battery of tests, including individual market, panel and quantile regressions; and (iii) analysing the nature of the relationship during periods of high and low volatility and in bull and bear markets. The results indicate that there is no single robust relationship between risk and return. Of note, our results suggest a positive relationship when returns are high and during bear markets. Furthermore, the finding of a positive relationship is stronger (i) at the market-level than the firm-level; and (ii) over long time periods. However, the analysis indicates that a negative relationship exists at low return levels, during bull markets and, more so, at the individual firm level. Overall, the results suggest that the risk-return relationship is switching in nature and is primarily driven by changing risk preferences. Notably, a positive relationship exists when macroeconomic risk plays a larger role.

Highlights

  • Habitat loss, fragmentation and land-use change disrupt ecological functioning and cause biodiversity loss (Haddad et al 2015)

  • We found that measures of both regional land-use and local management contributed to the ‘landscape of fear’ in agricultural landscapes

  • We addressed the following questions: (i) is perceived predation risk correlated with landscape-scale measures of landuse?; (ii) do patch-level woodland management practices correlate with perceived predation risk?; and (iii) what is the relative importance of regional land-use vs local management for perceived predation risk?

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Summary

Introduction

Fragmentation and land-use change disrupt ecological functioning and cause biodiversity loss (Haddad et al 2015). Behavioural responses to changes in habitat configuration as a result of habitat fragmentation is one such process that underlies many species’ responses to landscape change. Most work on the relationships between landscape fragmentation, landuse change and predation has focused on lethal effects on prey (e.g. nest predation) (Lahti 2001; Batary and Baldi 2004) or predator responses (Chalfoun et al 2002). Predators can have non-lethal effects on prey, potentially resulting in substantial fitness costs across an individual’s lifetime (Cresswell 2008). The non-lethal effects of predation, such as levels of fear (perceived predation risk), have received relatively limited attention in the context of habitat fragmentation and land-use change

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