News as sources of jumps in stock returns: Evidence from 21 million news articles for 9000 companies

A-Tier
Journal: Journal of Financial Economics
Year: 2022
Volume: 145
Issue: 2
Pages: 1-17

Authors (3)

Jeon, Yoontae (not in RePEc) McCurdy, Thomas H. (University of Toronto) Zhao, Xiaofei (not in RePEc)

Score contribution per author:

1.341 = (α=2.01 / 3 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

Material news events can be potentially important sources of jumps in stock returns. We collect 21 million news articles associated with more than 9000 publicly-traded companies and use textual analyses to derive measures to summarize the news. We find that stock return jumps (including time-variation in jump-size distributions and jump intensity) are significantly related to news flow frequency and content and those effects increase substantially over the last few decades. The sensitivity of jump probability to news is stronger for firms with higher media visibility, analyst coverage, and institutional ownership. This sensitivity also varies across different news categories.

Technical Details

RePEc Handle
repec:eee:jfinec:v:145:y:2022:i:2:p:1-17
Journal Field
Finance
Author Count
3
Added to Database
2026-01-26