Exploratory factor analysis
| Variables | Items | Principal component analysis results | Variables | Items | Principal component analysis results | ||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 1 | 2 | ||||
| Boundary-spanning search | BS1 | 0.832 | 0.064 | Capability substitution | CS1 CS2 CS3 CS4 CS5 | 0.849 0.849 0.862 0.813 0.809 | 0.053 0.256 0.152 0.164 0.224 |
| BS2 | 0.884 | 0.09 | |||||
| BS3 | 0.888 | 0.112 | |||||
| BS4 | 0.885 | 0.089 | |||||
| BS5 | 0.88 | 0.134 | |||||
| BS6 | 0.819 | 0.061 | |||||
| Local search | LS1 | 0.110 | 0.923 | Capability evolution | CE1 CE2 CE3 CE4 | 0.151 0.125 0.170 0.118 | 0.882 0.901 0.902 0.912 |
| LS2 | 0.103 | 0.934 | |||||
| LS3 | 0.123 | 0.941 | |||||
| LS4 | 0.088 | 0.941 | |||||
| LS5 | 0.065 | 0.924 | |||||
| Characteristic value | 4.542 | 4.402 | 3.882 | 3.403 | |||
| Variance explanation | 41.287 | 40.016 | 38.816 | 34.032 | |||
| Cumulative variance explanation | 41.287 | 81.304 | 38.816 | 72.848 | |||
| Variables | Items | Principal component analysis results | Variables | Items | Principal component analysis results | ||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 1 | 2 | ||||
| Boundary-spanning search | BS1 | 0.832 | 0.064 | Capability substitution | CS1 | 0.849 | 0.053 |
| BS2 | 0.884 | 0.09 | |||||
| BS3 | 0.888 | 0.112 | |||||
| BS4 | 0.885 | 0.089 | |||||
| BS5 | 0.88 | 0.134 | |||||
| BS6 | 0.819 | 0.061 | |||||
| Local search | LS1 | 0.110 | 0.923 | Capability evolution | CE1 | 0.151 | 0.882 |
| LS2 | 0.103 | 0.934 | |||||
| LS3 | 0.123 | 0.941 | |||||
| LS4 | 0.088 | 0.941 | |||||
| LS5 | 0.065 | 0.924 | |||||
| Characteristic value | 4.542 | 4.402 | 3.882 | 3.403 | |||
| Variance explanation | 41.287 | 40.016 | 38.816 | 34.032 | |||
| Cumulative variance explanation | 41.287 | 81.304 | 38.816 | 72.848 | |||
Notes:
Extraction method: principal component analysis. Rotation method: the orthogonal rotation method with Kaiser standardization converges after three iterations