| 
 | (1) | (2) | (3) | (4) | 
| 
 | 高信息不对称 | 低信息不对称 | 高分析师关注度 | 低分析师关注度 | 
| 变量 | Exfin | Exfin | Exfin | Exfin | 
| ICA | −0.002 | −0.005*** | −0.005*** | −0.002 | 
| 
 | (−1.42) | (−3.13) | (−3.36) | (−1.32) | 
| ROA | 0.026** | 0.098*** | 0.050*** | 0.068*** | 
| 
 | (2.34) | (6.01) | (4.39) | (4.07) | 
| Dev | 0.002 | 0.005* | 0.002 | 0.004 | 
| 
 | (0.73) | (1.87) | (1.10) | (1.40) | 
| Earn | −0.038 | −0.064 | −0.051 | −0.054 | 
| 
 | (−0.79) | (−1.14) | (−0.91) | (−1.09) | 
| Cash | −0.061*** | −0.112*** | −0.084*** | −0.095*** | 
| 
 | (−6.73) | (−11.51) | (−9.91) | (−10.08) | 
| Outshare | −0.000 | −0.000 | −0.000 | 0.001 | 
| 
 | (−0.02) | (−0.46) | (−0.97) | (0.98) | 
| ROI | 0.034 | −0.004 | 0.031 | −0.001 | 
| 
 | (0.80) | (−0.10) | (0.80) | (−0.03) | 
| SA | 0.005 | −0.001 | 0.001 | 0.003 | 
| 
 | (1.17) | (−0.21) | (0.19) | (0.72) | 
| Turnover | 0.000 | 0.001** | 0.001* | 0.000 | 
| 
 | (0.74) | (2.02) | (1.84) | (0.61) | 
| Capital | −0.090*** | −0.110*** | −0.103*** | −0.095*** | 
| 
 | (−11.72) | (−12.13) | (−13.03) | (−11.67) | 
| Sdret | 0.141 | 1.813*** | 0.978*** | 1.352*** | 
| 
 | (0.35) | (5.32) | (2.89) | (3.29) | 
| Indd | 0.000 | 0.000** | 0.000 | 0.000 | 
| 
 | (0.26) | (1.97) | (1.25) | (1.25) | 
| Constant | 0.045*** | 0.019 | 0.029* | 0.037** | 
| 
 | (2.65) | (1.05) | (1.90) | (1.96) | 
| Year & Industry | Yes | Yes | Yes | Yes | 
| Cluster | Yes | Yes | Yes | Yes | 
| R-squared | 0.123 | 0.148 | 0.121 | 0.144 | 
| N | 10,036 | 10,057 | 12,673 | 7,419 |