Effect of supervisory board’s optimal tenure (SB_TENR) on the relationship between politically-connected boards (PCBs) and over-investment in labor (OVER_LAB)
| Optimal tenure = 5–10 years | Optimal tenure = 8–11 years | |||
|---|---|---|---|---|
| OVER_LAB | OVER_LAB | |||
| Coefficient | t-values | Coefficient | t-values | |
| #1 | #2 | #3 | #4 | |
| PCBsit | −0.050* | (−1.75) | −0.054** | (−2.30) |
| SB_TENRit | −0.041** | (−2.11) | −0.031* | (−1.65) |
| PCBsitxSB_TENRit | −0.085*** | (−3.53) | −0.059** | (−2.40) |
| TOP5it | −0.045 | (−0.89) | −0.037 | (−0.73) |
| LEVit | −0.122** | (−2.25) | −0.120** | (−2.20) |
| ROAit | −0.403*** | (−3.81) | −0.412*** | (−3.90) |
| DPRit | −0.033** | (−2.19) | −0.032** | (−2.15) |
| TANGit | 0.090*** | (3.02) | 0.088*** | (2.95) |
| OPER_CCit | 0.027** | (2.43) | 0.028** | (2.48) |
| Qit | 0.013 | (1.59) | 0.013* | (1.70) |
| Constant | 0.284*** | (2.75) | 0.258** | (2.55) |
| Industry FE | Yes | Yes | ||
| Year FE | Yes | Yes | ||
| Observations | 1,437 | 1,437 | ||
| F | 5.22*** | 5.38*** | ||
| R2 | 0.279 | 0.271 | ||
| Optimal tenure = 5–10 years | Optimal tenure = 8–11 years | |||
|---|---|---|---|---|
| OVER_LAB | OVER_LAB | |||
| Coefficient | Coefficient | |||
| #1 | #2 | #3 | #4 | |
| −0.050* | (−1.75) | −0.054** | (−2.30) | |
| −0.041** | (−2.11) | −0.031* | (−1.65) | |
| −0.085*** | (−3.53) | −0.059** | (−2.40) | |
| −0.045 | (−0.89) | −0.037 | (−0.73) | |
| −0.122** | (−2.25) | −0.120** | (−2.20) | |
| −0.403*** | (−3.81) | −0.412*** | (−3.90) | |
| −0.033** | (−2.19) | −0.032** | (−2.15) | |
| 0.090*** | (3.02) | 0.088*** | (2.95) | |
| 0.027** | (2.43) | 0.028** | (2.48) | |
| 0.013 | (1.59) | 0.013* | (1.70) | |
| 0.284*** | (2.75) | 0.258** | (2.55) | |
| Yes | Yes | |||
| Yes | Yes | |||
| 1,437 | 1,437 | |||
| 5.22*** | 5.38*** | |||
| 0.279 | 0.271 | |||
Note(s): Ordinary Least Squares (OLS) regression model, t-statistics calculated based on the robust standard errors clustered at firm-level. Over-investment in labor (OVER_LABit) in firm i occurs when the ratio of the number of employees at the end of financial year t to the annual sales of firm i during year t is greater than the ratio of the total number of employees of all firms in the same industry sector in year t to the total annual sales for all firms in the same industry sector in year t. In the sub-sample of over-investment in labor, a higher (lower) positive number indicates a higher (lower) over-investment in labor. The presence of PCBs is a dummy variable set to 1 if a firm has politically-connected board member(s) and zero (0) otherwise. Columns 1, 2, 3 and 4 report the coefficients and t-statistic values of the interaction between PCBsit and SB_TENRit (SB’s optimal tenure). SB_TENRit is a dummy variable set to 1 if the average of SB tenure of firm i in year t is between 5–10 years (Columns 1 and 2) or 8–11 years (Columns 3 and 4) and zero (0) otherwise. t-values are reported in parentheses. *, **, and *** indicate statistical significance at the 10, 5 and 1% levels, respectively (two-tailed). The definitions of variables are presented in Appendix
Source(s): Table 5 by authors
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