Research snapshot
Using more than 30,000 U.S. firm-year observations from 1993–2017, this study examines changes in negative language in MD&A and their association with tax avoidance.
What this study contributes
Changes in management’s tone provide additional disclosure-based information about tax behaviour, complementing conventional financial measures.
Methods and evidence
10-K textual analysisPanel regressionRobustness analysis