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To change or not to change? The CDS market response of firms on credit watch

Journal of Banking & Finance 2021 125, 106067 open access
CDS spreads contain information about expected credit risk, but how accurate is this information when uncertainty about credit risk arises? We document that CDS spreads of firms on negative credit watch (review for downgrade) change systematically into the direction implied by the ex-ante uncertain review outcomes: they widen before reviews concluded with downgrades and tighten before reviews concluded with confirmations. Moreover, CDS spreads widen before deteriorations of corporate credit risk such as leverage, interest rate coverage and Altman Z-score that occur over the review period. Importantly, we do not find similar patterns for firms’ stock returns during the review period. The evidence is novel and suggests that the CDS market not only reflects the increase in uncertainty but also accurate forward-looking information about the outcomes of the uncertainty-inducing events.

Citations and the readers’ information-extracting costs of finance articles

Journal of Banking & Finance 2021 131, 106188 open access
This paper focuses on the relationship between the reader's information-extracting costs of finance articles and the article's number of citations. The reader's information-extracting costs are measured using three metrics: (i) the Flesch-Kincaid readability score, (ii) the article's length, and (iii) the number of complex words. Based on a sample of more than 14,000 full text articles published between 2000 and 2016 in 16 finance journals, we show that the information-extracting costs of finance journals have significantly increased over time, while the topics of these articles, determined by machine-learning topic modeling, remained relatively constant. We find a positive correlation between the reader's information-extracting costs and the number of citations achieved by a paper for articles that are published in the top-three finance journals (JF, JFE, RFS), but do not observe this pattern for articles published in other major finance journals.