A Systems View Across Time and Space
Variable | Innovation | Marketing communication expenditure | Entrepreneurial orientation (EO) | |||
---|---|---|---|---|---|---|
 | Model 1a | Model 2a | Model 1b | Model 2b | Model 1c | Model 2c |
LOS_G1: ≤ 5 years | 0.284 |  | − 0.142 |  | − 0.508 |  |
LOS_G2: > 5–10 years | 0.569 |  | − 0.454 |  | − 0.493 |  |
LOS_G3: > 10–20 years | 0.446 |  | 0.141 |  | − 0.236 |  |
EMP_G1: < 5 employees | − 3.921a |  | − 3.471a |  | − 1.157c |  |
EMP_G2: 5–9 employees | − 3.028a |  | − 2.652a |  | − 1.321b |  |
EMP_G3: 10–40 employees | − 2.207a |  | − 1.517a |  | − 0.443 |  |
EMP_G4: 50–199 employees | − 1.607b |  | − 0.794 |  | 0.398 |  |
Personal network | − 0.220 | − 0.275 | 0.825a | 0.571b | 0.374c | 0.286 |
Business network | 0.002a | 0.002a | 0.0004 | 0.001 | 0.001b | 0.002a |
Network range | 0.0005 | 0.0004 | 0.0004 | 0.001b | 0.0004 | 0.0003 |
Network intensity | 0.007 | 0.001 | − 0.007 | − 0.016 | − 0.012 | − 0.015 |
Constant | 1.251 | − 1.160a | 0.213 | − 1.928a | 0.918 | − 0.312c |
Pseudo-R2 | 0.136 | 0.016 | 0.165 | 0.024 | 0.070 | 0.021 |
Calibrationbelt and test for internal validation (P-value) | 0.214 | 0.642 | 0.523 | 0.302 | 0.252 | 0.978 |
Hosmer–Lemeshow and test goodness-of-fit after logistic model (Pro > chi 2) | 0.888 | 0.278 | 0.101 | 0.769 | 0.623 | 0.813 |