Alternative Data News | Neudata

Can ESG ratings consensus predict future ESG news and stock prices?

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.

Literature Review 6 Oct 2021
Identifying retail investor activity using public order flow data

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.

Literature Review 21 Sep 2021
How do ESG considerations impact corporate bonds?

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.

Literature Review 8 Sep 2021
The workplace factors that drive attrition – lessons for investors

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.

Literature Review 25 Aug 2021
How does negative news sentiment impact bond yield spreads?

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

Literature Review 18 Aug 2021
The Role of Chinese Retail Investors in Information Discovery and Dissemination

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.

Literature Review 28 Jul 2021
A new framework for tracking emerging technologies

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.

Literature Review 14 Jul 2021
Using tonal voice data to measure distress in earnings calls

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.

Literature Review 29 Jun 2021
The use of alternative data by institutional investors

We summarise a recent paper on the use of alternative data in investment management, published by Gene Ekster and Petter Kolm. Their paper discusses the alternative data ecosystem, use cases, challenges, and methodologies for the valuation of alternative datasets.

Literature Review 15 Jun 2021
Are Form 5500s a leading indicator for investors?

We summarise a study that investigated whether a company’s Form 5500, and the metadata reported within the disclosure, provides equity investors with an information advantage.

Literature Review 3 Jun 2021

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