Table 2 Number of negative news reported from January 2012 to May 2018 among the 35,657 firms investigated in this study
From: Prediction of ESG compliance using a heterogeneous information network
Category | No. of news stories | Unique firms |
|---|---|---|
Product/service | 20,637 | 8779 |
Regulatory | 21,652 | 7552 |
Financial | 22,754 | 3310 |
Fraud | 14,489 | 3997 |
Workforce | 7523 | 3963 |
Management | 11,220 | 4063 |
Anti-competitive | 7748 | 3620 |
Information | 6401 | 2873 |
Workplace | 6827 | 2492 |
Discrimination-workforce | 6477 | 2426 |
Environmental | 4083 | 1887 |
Ownership | 4124 | 2615 |
Production-supply | 2878 | 1869 |
Corruption | 3621 | 1578 |
Human | 496 | 302 |
Sanctions | 254 | 157 |
Association | 247 | 90 |