Table 8
Principal-component analysis for flexibility characteristics
- Part 2
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| Flexibility variables | Codes | Principal component 9 | Principal component 10 | Principal component 11 | Principal component 12 | Principal component 13 | Principal component 14 | Principal component 15 | Principal component 16 |
|---|---|---|---|---|---|---|---|---|---|
| Eigenvector | |||||||||
| Innovation strategy | |||||||||
| Undertaking research and development | I11 | 0.02 | 0.01 | 0.20 | 0.57 | -0.51 | 0.02 | 0.11 | 0.15 |
| Developing and improving products/services | I12 | 0.02 | 0.02 | -0.05 | -0.20 | -0.05 | -0.07 | 0.09 | -0.87 |
| Developing and improving processes | I13 | -0.01 | 0.03 | -0.16 | -0.31 | -0.10 | -0.14 | -0.78 | 0.23 |
| Expanding into new geographic markets |
I14 | 0.12 | 0.02 | 0.04 | 0.18 | 0.75 | 0.40 | 0.03 | 0.12 |
| Innovation outcome | |||||||||
| New and improved products/services | I21 | 0.04 | -0.10 | 0.61 | -0.28 | 0.00 | 0.02 | -0.01 | 0.03 |
| New and improved processes | I22 | -0.06 | 0.06 | -0.69 | 0.23 | 0.01 | -0.01 | 0.03 | -0.02 |
| Installation of a major new software or hardware |
T1 | 0.00 | -0.02 | 0.01 | -0.01 | 0.00 | 0.00 | -0.01 | 0.00 |
| Installation of computer-controlled or computer-assisted technology |
T2 | 0.03 | 0.01 | 0.07 | 0.00 | 0.01 | -0.02 | 0.00 | -0.01 |
| Other major implementation of other technologies |
T3 | 0.04 | -0.01 | 0.06 | -0.02 | -0.01 | 0.00 | 0.00 | 0.00 |
| Strategy on labour-management cooperation, employees' skills, and employee participation |
WP1 | -0.04 | 0.01 | -0.18 | -0.49 | -0.07 | -0.19 | 0.61 | 0.40 |
| Percentage of employees that received classroom training |
WP2 | 0.14 | -0.70 | -0.07 | 0.01 | -0.01 | 0.00 | 0.00 | 0.00 |
| Percentage of employees that received on-the-job training |
WP3 | -0.14 | 0.66 | 0.10 | 0.00 | 0.01 | 0.00 | 0.01 | 0.01 |
| Training in group decision making/problem solving and team-building/ leadership/communication |
WP4 | 0.42 | 0.20 | 0.04 | -0.06 | 0.01 | 0.02 | 0.00 | -0.02 |
| A flexible organizational structure | WP5 | -0.80 | -0.13 | 0.11 | 0.08 | 0.04 | 0.15 | -0.02 | -0.02 |
| Intensity of competition | C1 | 0.17 | -0.01 | 0.15 | 0.35 | 0.23 | -0.66 | -0.02 | 0.02 |
| Number of competitors | C2 | 0.29 | 0.02 | -0.03 | -0.01 | -0.31 | 0.57 | -0.01 | 0.02 |
| Source: | |||||||||
| Principal component 9 | Principal component 10 | Principal component 11 | Principal component 12 | Principal component 13 | Principal component 14 | Principal component 15 | Principal component 16 | |
|---|---|---|---|---|---|---|---|---|
| Diagnostic Statistics | ||||||||
| Proportion of total sample variability accounted for by principal component |
0.03 | 0.03 | 0.02 | 0.02 | 0.02 | 0.01 | 0.01 | 0.00 |
| Eigenvalue | 0.52 | 0.48 | 0.36 | 0.30 | 0.26 | 0.24 | 0.09 | 0.07 |
| Source: | ||||||||
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