Regression analysis for outbound open innovation
| Model 7 | Model 8 | Model 9 | Model 10 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Autonomy (H2) | Product innovation (H4) | Autonomy (H2) | Innovation sales (H4) | |||||||||
| β | SE | p | β | SE | p | β | SE | p | β | SE | p | |
| Antecedents | ||||||||||||
| Outbound OI – 1 outbound practice | 1.025 | 0.287 | 0.000*** | 0.153 | 0.358 | 0.669ns | 0.643 | 0.338 | 0.057* | 0.173 | 0.236 | 0.464ns |
| 2 outbound practices | 2.112 | 0.538 | 0.000*** | −0.086 | 0.754 | 0.909ns | 1.746 | 0.608 | 0.004** | 0.749 | 0.330 | 0.023** |
| Mediator | ||||||||||||
| Autonomy | 0.277 | 0.199 | 0.163ns | 0.325 | 0.088 | 0.000*** | ||||||
| Controls | ||||||||||||
| Firm age | 0.024 | 0.159 | 0.878ns | −0.087 | 0.204 | 0.671ns | −0.071 | 0.189 | 0.705ns | −0.296 | 0.129 | 0.021** |
| Firm size | 0.006 | 0.167 | 0.974ns | 0.123 | 0.228 | 0.590ns | 0.042 | 0.195 | 0.828ns | 0.135 | 0.113 | 0.232ns |
| High-tech sector | −0.411 | 0.581 | 0.479ns | 0.598 | 0.886 | 0.499ns | −0.588 | 0.649 | 0.365ns | 0.585 | 0.362 | 0.106ns |
| Low-tech sector | 0.356 | 0.310 | 0.250ns | −0.132 | 0.389 | 0.734ns | 0.165 | 0.379 | 0.663ns | −0.299 | 0.279 | 0.285ns |
| Location in Copenhagen area | 0.157 | 0.396 | 0.691ns | 0.032 | 0.538 | 0.952ns | 0.114 | 0.460 | 0.805ns | 0.162 | 0.283 | 0.566ns |
| Process innovation | 1.069 | 0.287 | 0.000*** | 0.775 | 0.353 | 0.028** | 1.036 | 0.358 | 0.004*** | −0.922 | 0.237 | 0.000*** |
| Patent application | 0.514 | 0.323 | 0.112ns | 1.772 | 0.640 | 0.006*** | 0.221 | 0.360 | 0.540ns | 0.220 | 0.196 | 0.262ns |
| Model | ||||||||||||
| Specification | Ordinal regression | Binary logistic regression | Ordinal regression | Fractional regression | ||||||||
| Fit type | Cox and Snell/Test of parallel lines | Cox and Snell/Test of parallel lines | Cox and Snell/Test of parallel lines | Wald statistic | ||||||||
| Fit stats | 0.194 | 0.986 | 0.124 | 0.298 | 0.144 | 0.899 | 46.12 | 0.000 | ||||
| Sample | 307 | 307 | 229 | 229 | ||||||||
| Model 7 | Model 8 | Model 9 | Model 10 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Autonomy ( | Product innovation ( | Autonomy ( | Innovation sales ( | |||||||||
| SE | SE | SE | SE | |||||||||
| Outbound OI – 1 outbound practice | 1.025 | 0.287 | 0.000*** | 0.153 | 0.358 | 0.669ns | 0.643 | 0.338 | 0.057* | 0.173 | 0.236 | 0.464ns |
| 2 outbound practices | 2.112 | 0.538 | 0.000*** | −0.086 | 0.754 | 0.909ns | 1.746 | 0.608 | 0.004** | 0.749 | 0.330 | 0.023** |
| Autonomy | 0.277 | 0.199 | 0.163ns | 0.325 | 0.088 | 0.000*** | ||||||
| Firm age | 0.024 | 0.159 | 0.878ns | −0.087 | 0.204 | 0.671ns | −0.071 | 0.189 | 0.705ns | −0.296 | 0.129 | 0.021** |
| Firm size | 0.006 | 0.167 | 0.974ns | 0.123 | 0.228 | 0.590ns | 0.042 | 0.195 | 0.828ns | 0.135 | 0.113 | 0.232ns |
| High-tech sector | −0.411 | 0.581 | 0.479ns | 0.598 | 0.886 | 0.499ns | −0.588 | 0.649 | 0.365ns | 0.585 | 0.362 | 0.106ns |
| Low-tech sector | 0.356 | 0.310 | 0.250ns | −0.132 | 0.389 | 0.734ns | 0.165 | 0.379 | 0.663ns | −0.299 | 0.279 | 0.285ns |
| Location in Copenhagen area | 0.157 | 0.396 | 0.691ns | 0.032 | 0.538 | 0.952ns | 0.114 | 0.460 | 0.805ns | 0.162 | 0.283 | 0.566ns |
| Process innovation | 1.069 | 0.287 | 0.000*** | 0.775 | 0.353 | 0.028** | 1.036 | 0.358 | 0.004*** | −0.922 | 0.237 | 0.000*** |
| Patent application | 0.514 | 0.323 | 0.112ns | 1.772 | 0.640 | 0.006*** | 0.221 | 0.360 | 0.540ns | 0.220 | 0.196 | 0.262ns |
| Specification | Ordinal regression | Binary logistic regression | Ordinal regression | Fractional regression | ||||||||
| Fit type | Cox and Snell/Test of parallel lines | Cox and Snell/Test of parallel lines | Cox and Snell/Test of parallel lines | Wald statistic | ||||||||
| Fit stats | 0.194 | 0.986 | 0.124 | 0.298 | 0.144 | 0.899 | 46.12 | 0.000 | ||||
| Sample | 307 | 307 | 229 | 229 | ||||||||
Notes: *,**,***Significant 0.1, 0.05 and 0.001 levels, respectively
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