Cross-sectional tests: Information acquisition
| CU | ||||
|---|---|---|---|---|
| (1)High | (2)Low | (3)High | (4)Low | |
| DigitalW | 0.582 | 2.811*** | ||
| (0.37) | (2.58) | |||
| DigitalS | 0.077 | 0.173*** | ||
| (0.78) | (2.60) | |||
| Size | −0.068*** | −0.115*** | −0.068*** | −0.115*** |
| (−3.66) | (−4.99) | (−3.68) | (−4.99) | |
| Leverage | 0.154** | 0.241*** | 0.154** | 0.241*** |
| (2.31) | (3.51) | (2.31) | (3.51) | |
| ROA | 0.758*** | 0.876*** | 0.757*** | 0.876*** |
| (10.81) | (11.86) | (10.81) | (11.85) | |
| CFO | 0.453*** | 0.286*** | 0.454*** | 0.286*** |
| (7.42) | (4.20) | (7.43) | (4.21) | |
| TFP | 0.069*** | 0.082*** | 0.069*** | 0.081*** |
| (7.14) | (8.11) | (7.14) | (8.10) | |
| Employee | −0.021 | 0.008 | −0.021 | 0.007 |
| (−1.07) | (0.47) | (−1.08) | (0.45) | |
| Age | 0.174** | 0.388*** | 0.172** | 0.388*** |
| (2.09) | (4.20) | (2.06) | (4.20) | |
| BSize | 0.004 | 0.016 | 0.004 | 0.016 |
| (0.26) | (0.91) | (0.26) | (0.90) | |
| IndR | −0.013 | 0.024 | −0.013 | 0.025 |
| (−0.30) | (0.49) | (−0.30) | (0.50) | |
| SH1 | −0.102 | −0.007 | −0.102 | −0.007 |
| (−1.04) | (−0.07) | (−1.03) | (−0.07) | |
| SOE | 0.031 | −0.009 | 0.031 | −0.009 |
| (1.13) | (−0.32) | (1.14) | (−0.30) | |
| HHI | 0.009 | −0.064 | 0.010 | −0.064 |
| (0.12) | (−0.74) | (0.13) | (−0.74) | |
| Constant | 0.853** | 0.747 | 0.865** | 0.752 |
| (1.97) | (1.59) | (1.99) | (1.60) | |
| Firm FEs | Yes | Yes | Yes | Yes |
| Year FEs | Yes | Yes | Yes | Yes |
| N | 9,733 | 6,914 | 9,733 | 6,914 |
| Adj. R2 | 0.815 | 0.818 | 0.815 | 0.818 |
| CU | ||||
|---|---|---|---|---|
| (1)High | (2)Low | (3)High | (4)Low | |
| Size | −0.068*** | −0.115*** | −0.068*** | −0.115*** |
| (−3.66) | (−4.99) | (−3.68) | (−4.99) | |
| Leverage | 0.154** | 0.241*** | 0.154** | 0.241*** |
| (2.31) | (3.51) | (2.31) | (3.51) | |
| ROA | 0.758*** | 0.876*** | 0.757*** | 0.876*** |
| (10.81) | (11.86) | (10.81) | (11.85) | |
| CFO | 0.453*** | 0.286*** | 0.454*** | 0.286*** |
| (7.42) | (4.20) | (7.43) | (4.21) | |
| TFP | 0.069*** | 0.082*** | 0.069*** | 0.081*** |
| (7.14) | (8.11) | (7.14) | (8.10) | |
| Employee | −0.021 | 0.008 | −0.021 | 0.007 |
| (−1.07) | (0.47) | (−1.08) | (0.45) | |
| Age | 0.174** | 0.388*** | 0.172** | 0.388*** |
| (2.09) | (4.20) | (2.06) | (4.20) | |
| BSize | 0.004 | 0.016 | 0.004 | 0.016 |
| (0.26) | (0.91) | (0.26) | (0.90) | |
| IndR | −0.013 | 0.024 | −0.013 | 0.025 |
| (−0.30) | (0.49) | (−0.30) | (0.50) | |
| SH1 | −0.102 | −0.007 | −0.102 | −0.007 |
| (−1.04) | (−0.07) | (−1.03) | (−0.07) | |
| SOE | 0.031 | −0.009 | 0.031 | −0.009 |
| (1.13) | (−0.32) | (1.14) | (−0.30) | |
| HHI | 0.009 | −0.064 | 0.010 | −0.064 |
| (0.12) | (−0.74) | (0.13) | (−0.74) | |
| Constant | 0.853** | 0.747 | 0.865** | 0.752 |
| (1.97) | (1.59) | (1.99) | (1.60) | |
| Firm FEs | Yes | Yes | Yes | Yes |
| Year FEs | Yes | Yes | Yes | Yes |
| N | 9,733 | 6,914 | 9,733 | 6,914 |
| Adj. | 0.815 | 0.818 | 0.815 | 0.818 |
Note(s): This table examines whether the relationship between enterprise digital development and capacity utilization varies with a firm’s information acquisition. We distinguish industries into two groups of high and low information acquisition based on the sample median value. The dependent variable is capacity utilization (CU). The key independent variables are enterprise digital development proxies, DigitalW and DigitalS. Control variables include Size, Leverage, ROA, CFO, TFP, Employee, Age, BSize, IndR, SH1, SOE and HHI. Variable definitions are presented in Appendix 2. Continuous variables are winsorized at the 1 and 99% levels. Standard errors are all heteroscedastic, robust and clustered at the firm level. ∗, ∗∗ and ∗∗∗ indicate statistical significance at the 10, 5 and 1% levels, respectively, using a two-tailed t-test
Source(s): Authors’ own work
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.