We summarise a study that evaluates the impact of cyber risks along the supply chain, on listed companies’ equity returns. The frequency, severity, and impact on share prices of cyber breaches are analysed. First-hand (homegrown) and third-party induced cyber breaches are both included.

We summarise a 2021 whitepaper from the systematic active equity team of a global investment manager, which discusses the lessons that their team has learned using alternative data. The paper also highlights the three “edges” they believe alternative data offers in active equity investing.

We summarise a study that analyses whether ESG ratings and non-consensus between ratings agencies can be used to predict future ESG news sentiment and the associated stock market reaction.

With the pandemic driving a surge in retail investing activity, we have seen increased demand from readers for alternative data that can be used to monitor this activity. We highlight a research paper that introduces a novel methodology for inferring retail trades based on order flow data.

We summarize a study that investigated the impact of ESG screening on fixed income asset pricing, and also explored whether ESG data offers investors an information advantage.

The rate of workforce resignations has steadily increased since the 2007/08 financial crisis. Predicting attrition has never been more critical - excessive turnover can harm business performance as it impedes productivity, increases operational costs and reduces company morale. In this report, we summarise a study that identifies the key drivers of attrition using alternative data sources.

We summarise a recent academic work that investigated how emotions expressed in news can help predict changes in European bond yield spreads.

Chinese retail investors are well-known for their speculative and irrational behavior, and their informational role has often been perceived as “questionable.” We highlight the findings of a research paper that examines the role of retail investors in information discovery and dissemination based on NLP-enabled text analysis.

The following research paper takes a three-pronged approach to tracing the emergence of new technologies within firms and industries: patent filings, earnings calls, and geolocated, role-specific hiring activity metrics.

Most alternative data users will be familiar with applications of NLP-based sentiment analysis on corporate earnings call transcripts, but few are acquainted with sentiment analysis on the audio itself. Below, we review literature that showcase how audio analysis can be used to gauge distress through the tone of C-suite executives in corporate earnings calls.