Book contents
- Frontmatter
- Dedication
- Contents
- List of Figures
- List of Tables
- Preface
- Acknowledgments
- PART I NOVELTY, NARRATIVES, AND INSTABILITY
- PART II NEWS ANALYTICS AS A WINDOW INTO STOCK MARKET INSTABILITY
- 4 News Analytics: Novelty, Narratives, and Nonroutine Change
- 5 The Corporate Knightian Uncertainty Index
- 6 KU Sentiment, Novelty, and Relevance
- 7 Diversity of Corporate Uncertainty Events
- 8 Macro versus Micro Novelty
- PART III EMPIRICAL EVIDENCE FOR THE NOVELTY-NARRATIVE HYPOTHESIS
- Appendix A R Code for Bloomberg News Word Cloud and Histogram
- Appendix B The Bloomberg News KU Stock Market Project
- Appendix C RavenPack Terms for Event Output Record
- Appendix D Unscheduled Events from RavenPack
- Bibliography
- Index
7 - Diversity of Corporate Uncertainty Events
from PART II - NEWS ANALYTICS AS A WINDOW INTO STOCK MARKET INSTABILITY
Published online by Cambridge University Press: 23 September 2021
- Frontmatter
- Dedication
- Contents
- List of Figures
- List of Tables
- Preface
- Acknowledgments
- PART I NOVELTY, NARRATIVES, AND INSTABILITY
- PART II NEWS ANALYTICS AS A WINDOW INTO STOCK MARKET INSTABILITY
- 4 News Analytics: Novelty, Narratives, and Nonroutine Change
- 5 The Corporate Knightian Uncertainty Index
- 6 KU Sentiment, Novelty, and Relevance
- 7 Diversity of Corporate Uncertainty Events
- 8 Macro versus Micro Novelty
- PART III EMPIRICAL EVIDENCE FOR THE NOVELTY-NARRATIVE HYPOTHESIS
- Appendix A R Code for Bloomberg News Word Cloud and Histogram
- Appendix B The Bloomberg News KU Stock Market Project
- Appendix C RavenPack Terms for Event Output Record
- Appendix D Unscheduled Events from RavenPack
- Bibliography
- Index
Summary
This chapter introduces the KU Diversity, or Variation, Index which considers to what degree there are different unscheduled corporate event groups occurring simultaneously during a particular subperiod of time in the stock market and how this composition changes over time. The top ten groups of unscheduled KU events will be ranked across each of the four five-year subperiods over the full data sample based on proportion of total corporate KU events. Changes in composition and ranking of the groupings will be discussed. Detailed descriptions of each novel event category within the highest ranked groups are provided. Case studies of three large-cap US firms are presented during the dramatically volatile days of March 2020 corresponding to the COVID-19 crisis to illustrate the importance of unscheduled corporate events, particularly in times of market turmoil and instability. Correlation coefficients across KU indices suggest that when novel corporate events increase in raw terms so does the clustering of KU events by group, implying that narrative dynamics may be unfolding.
Keywords
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- Information
- How Novelty and Narratives Drive the Stock MarketBlack Swans, Animal Spirits and Scapegoats, pp. 163 - 201Publisher: Cambridge University PressPrint publication year: 2021