Investors’ attention and information losses under market stress

Dionisis Philippas, Catalin Dragomirescu-Gaina, Stéphane Goutte and Duc Khuong Nguyen

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Abstract: The paper proposes a novel point-wise entropy approach to measure the time-varying losses in the value of information that investors associate with market signals, financial and economic indicators, and news. We cast our approach in a Bayesian framework and assume that market agents update their beliefs to incoming signals based on a prior information set. By exploiting the distribution rather than the time-series properties of information signals, our method is able to construct univariate signal-specific, but also composite proxies of information loss, with the latter being more efficient in reducing misleading effects and interpretation errors. As an empirical illustration, we construct information loss proxies for the US equity market from several mainstream information signals and find that the majority of information loss indicators can influence investors' attention, which then intermediates the impact of information signals on market outcomes. Finally, we show that, by relying on composites rather than univariate proxies, market agents can diversify and thus reduce their information losses when interpreting signals associated with the same underlying event.

Keywords: Attention; Google search volume; Information loss; Point-wise entropy (search for similar items in EconPapers)
Date: 2021
Note: View the original document on HAL open archive server: https://hal.science/hal-03434918
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Citations: View citations in EconPapers (7)

Published in Journal of Economic Behavior and Organization, 2021, 191, pp.1112-1127. ⟨10.1016/j.jebo.2021.09.040⟩

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Journal Article: Investors’ attention and information losses under market stress (2021)
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Persistent link: https://EconPapers.repec.org/RePEc:hal:journl:hal-03434918

DOI: 10.1016/j.jebo.2021.09.040

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