Research Article
The Regulatory Effect of Firm Size on Digital Transformation: An Empirical Study of Pharmaceutical Companies in China
Table 8
Results from the multiple regression analysis of IC on DT.
| Independent variables | Dependent variable: DT | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | Model 13 |
| Position | P2 | 0.161 | 0.109 | 0.03 | 0.048 | −0.001 | 0.012 | P3 | 0.303∗ | 0.177 | 0.058 | 0.21 | 0.042 | 0.047 | P4 | 0.383∗∗∗ | 0.224∗ | 0.125 | 0.234∗ | 0.083 | 0.09 |
| Region | R2 | 0.251∗ | 0.166 | 0.025 | 0.128 | 0.017 | −0.001 | R3 | 0.067 | 0.026 | −0.058 | −0.021 | −0.052 | −0.06 | R4 | −0.463∗∗∗ | −0.326∗ | −0.283∗ | −0.289∗ | −0.235∗ | −0.263∗ |
| Age | A2 | 0.293 | 0.236 | 0.245 | 0.259 | 0.213 | 0.201 | A3 | 0.503∗∗ | 0.44∗∗ | 0.458∗∗ | 0.401∗ | 0.338∗ | 0.323∗ | A4 | 0.46∗ | 0.408∗ | 0.395∗ | 0.333∗ | 0.308∗ | 0.286 |
| Type | T2 | −0.056 | −0.024 | 0.084 | −0.009 | 0.049 | 0.056 |
| Action | Action_2 | −0.628∗∗ | −0.479∗ | −0.482∗∗ | −0.486∗ | −0.404∗ | −0.397∗ | Action_3 | −0.449∗ | −0.376 | −0.314 | −0.293 | −0.248 | −0.239 | Action_4 | −0.532∗ | −0.418 | −0.333 | −0.347 | −0.263 | −0.243 |
| Size | | 0.156∗∗∗ | 0.161∗∗∗ | 0.142∗∗ | 0.145∗∗∗ | 0.149∗∗∗ |
| DS | | 0.297∗∗∗ | | | | |
| OC | | | 0.461∗∗∗ | | | |
| LS | | | | 0.337∗∗∗ | | |
| IC | | | | | 0.622∗∗∗ | 0.639∗∗∗ |
| Zscore(Size) ∗ Zscore(IC) | | | | | | 0.092∗∗ |
| F | 5.325∗∗∗ | 8.773∗∗∗ | 16.834∗∗∗ | 9.842∗∗∗ | 16.381∗∗∗ | 16.113∗∗∗ |
| R 2 | 0.154 | 0.258 | 0.4 | 0.28 | 0.393 | 0.405 |
| Adjusted R2 | 0.125 | 0.228 | 0.376 | 0.252 | 0.369 | 0.38 |
| D-W | 0.277 | 0.435 | 0.771 | 0.492 | 0.686 | 0.67 |
| Maximum VIF | 6.878 | 6.917 | 6.926 | 6.965 | 6.969 | 6.979 |
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Notes: ∗∗∗, ∗∗, ∗. IC = internal conditions. |