Descriptive statistics, correlations and reliability coefficients
| M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. PMS use | 32.25 | 10.34 | – | |||||||||||||||
| 2. Diagnostic use | 6.12 | 0.99 | 0.766*** | (0.74) | ||||||||||||||
| 3. Interactive use | 5.19 | 1.20 | 0.891*** | 0.411*** | (0.91) | |||||||||||||
| 4. Ambidexterity | 25.72 | 8.98 | 0.442*** | 0.360*** | 0.345*** | – | ||||||||||||
| 5. Exploration | 4.94 | 1.02 | 0.332*** | 0.266** | 0.256** | 0.882*** | (0.82) | |||||||||||
| 6. Exploitation | 5.10 | 0.98 | 0.420*** | 0.368*** | 0.319*** | 0.856*** | 0.531*** | (0.86) | ||||||||||
| 7. Non-financial performance | 4.92 | 1.11 | 0.406*** | 0.381*** | 0.334*** | 0.463*** | 0.394*** | 0.434*** | (0.83) | |||||||||
| 8. Financial performance | 4.80 | 1.28 | 0.277*** | 0.233*** | 0.235*** | 0.378*** | 0.386*** | 0.256*** | 0.587*** | (0.84) | ||||||||
| 9. Environmental dynamism | 4.98 | 1.30 | 0.080 | 0.024 | 0.089 | 0.253** | 0.261** | 0.162* | 0.083 | 0.162* | (0.82) | |||||||
| 10. Environmental competitiveness | 5.68 | 1.17 | 0.003 | −0.035 | 0.009 | 0.244** | 0.219** | 0.197* | −0.143 | −0.135 | 0.239** | (0.85) | ||||||
| 11. Technological turbulence | 4.31 | 1.25 | 0.221** | 0.115 | 0.217** | 0.413*** | 0.402*** | 0.318*** | 0.171* | 0.146 | 0.459*** | 0.340*** | (0.80) | |||||
| 12. Technological diversification | 3.86 | 1.61 | 0.177* | 0.223** | 0.073 | 0.438*** | 0.399*** | 0.357*** | 0.210* | 0.148 | 0.174* | 0.101 | 0.378*** | (0.94) | ||||
| 13. Product differentiation | 4.90 | 1.78 | 0.274** | 0.149 | 0.276** | 0.413*** | 0.352*** | 0.341*** | 0.114 | 0.113 | 0.419*** | 0.265** | 0.418*** | 0.351*** | (0.97) | |||
| 14. International | 4.21 | 2.17 | 0.017 | 0.053 | −0.024 | 0.287*** | 0.325*** | 0.160 | −0.070 | −0.058 | 0.034 | 0.329*** | 0.149 | 0.303*** | 0.170* | (0.84) | ||
| 15. Slack resources | 4.36 | 1.21 | 0.053 | 0.083 | 0.002 | 0.017 | −0.003 | 0.046 | −0.015 | −0.018 | 0.019 | 0.003 | 0.095 | −0.061 | −0.009 | 0.010 | (0.70) | |
| 16. Firm size (logFTE) | 2.52 | 0.86 | 0.214** | 0.262** | 0.104 | 0.266** | 0.319** | 0.211* | 0.072 | 0.011 | 0.148 | 0.164* | 0.222** | 0.467** | 0.322** | 0.235** | −0.202* | |
| 17. Ln ROI (t+1−t+2) | 1.81 | 1.06 | 0.080 | 0.045 | 0.075 | 0.189* | 0.177* | 0.168 | 0.189* | 0.159* | 0.047 | −0.002 | 0.016 | 0.041 | −0.084 | 0.015 | 0.090 | −0.067 |
| SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. PMS use | 32.25 | 10.34 | – | |||||||||||||||
| 2. Diagnostic use | 6.12 | 0.99 | 0.766*** | (0.74) | ||||||||||||||
| 3. Interactive use | 5.19 | 1.20 | 0.891*** | 0.411*** | (0.91) | |||||||||||||
| 4. Ambidexterity | 25.72 | 8.98 | 0.442*** | 0.360*** | 0.345*** | – | ||||||||||||
| 5. Exploration | 4.94 | 1.02 | 0.332*** | 0.266** | 0.256** | 0.882*** | (0.82) | |||||||||||
| 6. Exploitation | 5.10 | 0.98 | 0.420*** | 0.368*** | 0.319*** | 0.856*** | 0.531*** | (0.86) | ||||||||||
| 7. Non-financial performance | 4.92 | 1.11 | 0.406*** | 0.381*** | 0.334*** | 0.463*** | 0.394*** | 0.434*** | (0.83) | |||||||||
| 8. Financial performance | 4.80 | 1.28 | 0.277*** | 0.233*** | 0.235*** | 0.378*** | 0.386*** | 0.256*** | 0.587*** | (0.84) | ||||||||
| 9. Environmental dynamism | 4.98 | 1.30 | 0.080 | 0.024 | 0.089 | 0.253** | 0.261** | 0.162* | 0.083 | 0.162* | (0.82) | |||||||
| 10. Environmental competitiveness | 5.68 | 1.17 | 0.003 | −0.035 | 0.009 | 0.244** | 0.219** | 0.197* | −0.143 | −0.135 | 0.239** | (0.85) | ||||||
| 11. Technological turbulence | 4.31 | 1.25 | 0.221** | 0.115 | 0.217** | 0.413*** | 0.402*** | 0.318*** | 0.171* | 0.146 | 0.459*** | 0.340*** | (0.80) | |||||
| 12. Technological diversification | 3.86 | 1.61 | 0.177* | 0.223** | 0.073 | 0.438*** | 0.399*** | 0.357*** | 0.210* | 0.148 | 0.174* | 0.101 | 0.378*** | (0.94) | ||||
| 13. Product differentiation | 4.90 | 1.78 | 0.274** | 0.149 | 0.276** | 0.413*** | 0.352*** | 0.341*** | 0.114 | 0.113 | 0.419*** | 0.265** | 0.418*** | 0.351*** | (0.97) | |||
| 14. International | 4.21 | 2.17 | 0.017 | 0.053 | −0.024 | 0.287*** | 0.325*** | 0.160 | −0.070 | −0.058 | 0.034 | 0.329*** | 0.149 | 0.303*** | 0.170* | (0.84) | ||
| 15. Slack resources | 4.36 | 1.21 | 0.053 | 0.083 | 0.002 | 0.017 | −0.003 | 0.046 | −0.015 | −0.018 | 0.019 | 0.003 | 0.095 | −0.061 | −0.009 | 0.010 | (0.70) | |
| 16. Firm size (logFTE) | 2.52 | 0.86 | 0.214** | 0.262** | 0.104 | 0.266** | 0.319** | 0.211* | 0.072 | 0.011 | 0.148 | 0.164* | 0.222** | 0.467** | 0.322** | 0.235** | −0.202* | |
| 17. Ln ROI ( | 1.81 | 1.06 | 0.080 | 0.045 | 0.075 | 0.189* | 0.177* | 0.168 | 0.189* | 0.159* | 0.047 | −0.002 | 0.016 | 0.041 | −0.084 | 0.015 | 0.090 | −0.067 |
Note(s): N = 153; *p < 0.05; **p < 0.01; ***p < 0.001
On the diagonal, Cronbach's alpha reliability coefficient
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