Logistic regression model results
| Model 1 PI == 1 | Model 2 PI == 1 | Model 3 PI == 1 | Model 4 PI == 1 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable name | B | SE | P>|z| | B | SE | P>|z| | B | SE | P>|z| | B | SE | P>|z| |
| Age (log) | −0.02 | 0.04 | 0.59 | −0.08** | 0.03 | 0.02 | −0.07 | 0.08 | 0.43 | −0.08** | 0.03 | 0.01 |
| Size (log) | 0.05 | 0.10 | 0.63 | −0.03 | 0.13 | 0.80 | 0.03 | 0.11 | 0.79 | −0.03 | 0.13 | 0.80 |
| IIS | 4.34*** | 1.25 | 0.00 | 4.63*** | 1.45 | 0.00 | ||||||
| EIS | 1.91** | 0.83 | 0.02 | −0.85 | 0.66 | 0.20 | ||||||
| Constant | −0.18 | 0.22 | 0.42 | −0.13 | 0.38 | 0.74 | −0.07 | 0.29 | 0.82 | −0.12 | 0.38 | 0.74 |
| Model information | ||||||||||||
| Type of model | Logistic regression | Logistic regression | Logistic regression | Logistic regression | ||||||||
| Observations | 294.00 | 294.00 | 294.00 | 294.00 | ||||||||
| Prob > χ2 | 0.87 | 0.00 | 0.00 | 0.00 | ||||||||
| Pseudo R2 | 0.00 | 0.17 | 0.02 | 0.17 | ||||||||
| AIC | 413.13 | 343.51 | 404.57 | 343.05 | ||||||||
| BIC | 424.18 | 354.56 | 415.62 | 354.10 | ||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable name | SE | P>|z| | SE | P>|z| | SE | P>|z| | SE | P>|z| | ||||
| Age (log) | −0.02 | 0.04 | 0.59 | −0.08** | 0.03 | 0.02 | −0.07 | 0.08 | 0.43 | −0.08** | 0.03 | 0.01 |
| Size (log) | 0.05 | 0.10 | 0.63 | −0.03 | 0.13 | 0.80 | 0.03 | 0.11 | 0.79 | −0.03 | 0.13 | 0.80 |
| IIS | 4.34*** | 1.25 | 0.00 | 4.63*** | 1.45 | 0.00 | ||||||
| EIS | 1.91** | 0.83 | 0.02 | −0.85 | 0.66 | 0.20 | ||||||
| Constant | −0.18 | 0.22 | 0.42 | −0.13 | 0.38 | 0.74 | −0.07 | 0.29 | 0.82 | −0.12 | 0.38 | 0.74 |
| Type of model | Logistic regression | Logistic regression | Logistic regression | Logistic regression | ||||||||
| Observations | 294.00 | 294.00 | 294.00 | 294.00 | ||||||||
| Prob > χ2 | 0.87 | 0.00 | 0.00 | 0.00 | ||||||||
| Pseudo | 0.00 | 0.17 | 0.02 | 0.17 | ||||||||
| AIC | 413.13 | 343.51 | 404.57 | 343.05 | ||||||||
| BIC | 424.18 | 354.56 | 415.62 | 354.10 | ||||||||
Notes:
PI: process innovation, IIS: internal innovation strategy, EIS: external innovation strategy, RIQ: regional institutional quality; *p < 0.10, **p < 0.05, ***p < 0.01
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