Performance Measurement for Sustainability: Does Firm Ownership Matter
Abstract
:1. Introduction
2. Literature Review
2.1. The Role of Performance Measurement Systems in Organizations
2.2. The Role of Outcome-Based Compensation Systems in Organizations
3. Hypothesis Development
3.1. Ownership Differences and the Impact on the Design of Performance Measurement Systems
3.2. Ownership Differences and the Relationship with the Presence of Outcome-Based Compensation Systems
4. Research Methodology
4.1. Data Collection
4.2. Measurement of Variables
- (i)
- State-owned enterprises include the following types: (1) enterprises with 100% of state capital operating under the control of the central or local governmental agencies; (2) limited companies under the management of the central or local government; (3) joint stock companies with domestic capital, of which the government shares more than 50% charter capital.
- (ii)
- Non-state-owned enterprises are enterprises set up by domestic capital. The capital may be owned by private shareholders, being one individual or a group of individuals (like a family) or the government when the capital of the government is equal to or less than 50% of the registered capital. There are the following types of non-state enterprises: (1) private enterprises; (2) cooperative name companies; (3) private limited companies; (4) joint stock companies without capital of state; (5) joint stock companies with 50% and less than 50% of charter capital shared by the government.
4.3. Method of Analysis
5. Results
5.1. The Measurement Models
5.2. Structural Model
5.2.1. Ownership Differences and the Relationship with the Design of Performance Measurement Systems (Hypotheses H1 and H2)
5.2.2. Ownership Differences and the Relationship with the Compensation Systems (Hypotheses H3 and H4)
5.3. Additional Analyses
6. Conclusions, Limitations, and Future Research
Author Contributions
Funding
Conflicts of Interest
Appendix A. Measurements of the Constructs
Main Constructs | Indicators | Codes | |
---|---|---|---|
PMS | Compensation Systems | ||
Economic value-based indicators | |||
Innovation and learning perspective PM_Innov&learning CO_Innov&learning | 1. Number of new product launches | PM1_1 | CO1_1 |
2. Number of new patterns | PM2_1 | CO2_1 | |
3. Time to market new products | PM3_1 | CO3_1 | |
Internal business perspective PM_Intern buss proc CO_Intern buss proc | 4. Labor efficiency variance | PM4_1 | CO4_1 |
5. Rate of material scrap loss | PM5_1 | CO5_1 | |
6. Material efficiency variance | PM6_1 | CO6_1 | |
7. Manufacturing lead time | PM7_1 | CO7_1 | |
8. Ratio of good output to total output | PM8_1 | CO8_1 | |
9. Percent defective products shipped | PM9_1 | CO9_1 | |
Customer perspective PM_Customer CO_Customer | 10. Survey of customer satisfaction | PM10_1 | CO10_1 |
11. Number of customer complaints | PM11_1 | CO11_1 | |
12. Market share | PM12_1 | CO12_1 | |
13. Percent shipments returned due to poor quality | PM13_1 | CO13_1 | |
14. On-time delivery | PM14_1 | CO14_1 | |
15. Warranty repair cost | PM15_1 | CO15_1 | |
16. Customer response time | PM16_1 | CO16_1 | |
17. Cycle time from order to delivery | PM17_1 | CO17_1 | |
Financial perspective PM_Financial CO_Financial | 18. Operating income | PM18_1 | CO18_1 |
19. Sales growth | PM19_1 | CO19_1 | |
20. Return on investment | PM20_1 | CO20_1 | |
21. Production costs | PM21_1 | CO21_1 | |
Societal indicators | |||
Ethical indicators PM_Ethical CO_Ethical | 22. Code of ethics | PM22_1 | CO22_1 |
23. The amount of litigation involving corporate lawbreaking | PM23_1 | CO23_1 | |
24. The number of fines resulting from illegal activities (e.g., illegally comply with regimes, and policies such as tax, budget remittance, insurance, etc.) 25. Number of managers and employees convicted of illegal activities | PM24_1 | CO24_1 | |
PM25_1 | CO25_1 | ||
26. Number of fines, number of product recalls, pollution performance measured against industry standard (e.g., number of fines, litigation from pollution, toxic waste) | PM26_1 | CO26_1 | |
27. Amount of litigation, number of fines from false advertising | PM27_1 | CO27_1 | |
28. Number of fines, amount of litigation from public controversy | PM28_1 | CO28_1 | |
Community indicators PM_Community CO_Community | 29. Number of giving programs for community welfare as % of earnings | PM29_1 | CO29_1 |
30. Number of community programs | PM30_1 | CO31_1 | |
31. Cost of community programs | PM31_1 | CO32_1 | |
32. Outcomes of community programs | PM32_1 | CO33_1 | |
Governmental duty indicators PM_Govern CO_Govern | 33. Number of completed services or products assigned by government | PM35_1 | CO35_1 |
34. Total value of completed services or products assigned by government | PM36_1 | CO36_1 |
Appendix B. The Measurement of Strategy
Types of Strategy | Codes |
---|---|
Low cost | |
1. Low-cost products/services | ST1_1 |
2. Low price | ST2-1 |
Innovation | |
3. Being first to market with new products/services | ST4_1 |
4. Extensive range of products/services | ST5_1 |
5. Rapid volume or product/service mix changes | ST6_1 |
6. Experimenting with new products/services | ST7_1 |
Customer focus | |
7. Providing high-quality products/services | ST7_1 |
8. Accurately meeting delivery agreement | ST8_1 |
9. Providing effective after-sales services and support | ST9_1 |
10. Providing fast delivery of products/services | ST10_1 |
11. Superior customer services | ST11_1 |
Appendix C. Outer Loadings of the Measurement Models
Firmage | Industry | PM_ Community | PM_ Customer | PM_ Ethical | PM_ Financial | PM_ Govern | PM_Intern_ Business_Proc | PM_Innov&Learning | Size | State-Owned | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
PM10_1 | −0.014 | −0.076 | 0.208 | 0.68 | 0.209 | 0.414 | −0.036 | 0.407 | 0.405 | 0.129 | −0.221 | 0.313 |
PM11_1 | 0.056 | −0.126 | 0.149 | 0.609 | 0.469 | 0.281 | −0.128 | 0.279 | 0.107 | 0.206 | −0.154 | 0.174 |
PM12_1 | −0.077 | −0.238 | 0.412 | 0.778 | 0.362 | 0.531 | −0.173 | 0.437 | 0.412 | 0.149 | −0.358 | 0.482 |
PM13_1 | −0.069 | −0.146 | 0.188 | 0.674 | 0.481 | 0.408 | −0.109 | 0.409 | 0.266 | 0.161 | −0.173 | 0.245 |
PM14_1 | −0.047 | −0.071 | 0.335 | 0.776 | 0.27 | 0.493 | −0.063 | 0.504 | 0.273 | 0.175 | −0.288 | 0.324 |
PM15_1 | −0.149 | −0.037 | 0.375 | 0.76 | 0.344 | 0.344 | −0.038 | 0.468 | 0.423 | 0.08 | −0.224 | 0.383 |
PM16_1 | 0.006 | −0.028 | 0.297 | 0.865 | 0.224 | 0.383 | −0.158 | 0.461 | 0.408 | 0.258 | −0.267 | 0.404 |
PM17_1 | −0.073 | −0.031 | 0.341 | 0.81 | 0.293 | 0.404 | −0.176 | 0.597 | 0.443 | 0.098 | −0.331 | 0.418 |
PM18_1 | −0.001 | −0.099 | 0.171 | 0.353 | 0.152 | 0.806 | −0.044 | 0.374 | 0.213 | 0.137 | −0.282 | 0.217 |
PM19_1 | −0.02 | −0.11 | 0.231 | 0.449 | 0.196 | 0.843 | −0.073 | 0.406 | 0.205 | 0.155 | −0.312 | 0.315 |
PM1_1 | −0.172 | −0.136 | 0.351 | 0.42 | 0.249 | 0.246 | −0.103 | 0.383 | 0.893 | 0.075 | −0.214 | 0.468 |
PM20_1 | 0.015 | −0.126 | 0.301 | 0.512 | 0.314 | 0.747 | 0.156 | 0.466 | 0.32 | 0.082 | −0.084 | 0.291 |
PM21_1 | −0.008 | −0.298 | 0.252 | 0.411 | 0.21 | 0.692 | −0.058 | 0.583 | 0.288 | 0.047 | −0.234 | 0.278 |
PM23_1 | −0.091 | −0.23 | 0.462 | 0.415 | 0.885 | 0.271 | −0.171 | 0.358 | 0.276 | 0.036 | −0.266 | 0.203 |
PM24_1 | −0.107 | −0.141 | 0.41 | 0.344 | 0.85 | 0.262 | −0.089 | 0.305 | 0.161 | −0.043 | −0.177 | 0.188 |
PM25_1 | −0.152 | −0.136 | 0.396 | 0.365 | 0.928 | 0.248 | −0.081 | 0.358 | 0.301 | −0.002 | −0.256 | 0.176 |
PM26_1 | −0.16 | −0.174 | 0.429 | 0.442 | 0.938 | 0.286 | −0.152 | 0.402 | 0.3 | −0.02 | −0.316 | 0.162 |
PM27_1 | −0.174 | −0.165 | 0.537 | 0.405 | 0.945 | 0.228 | −0.134 | 0.309 | 0.351 | 0 | −0.254 | 0.201 |
PM28_1 | −0.216 | −0.183 | 0.545 | 0.355 | 0.942 | 0.219 | −0.184 | 0.352 | 0.355 | −0.019 | −0.291 | 0.203 |
PM29_1 | −0.131 | −0.229 | 0.877 | 0.333 | 0.464 | 0.268 | −0.133 | 0.289 | 0.367 | −0.09 | −0.275 | 0.187 |
PM2_1 | −0.184 | −0.22 | 0.417 | 0.424 | 0.311 | 0.295 | −0.137 | 0.494 | 0.942 | −0.015 | −0.222 | 0.448 |
PM30_1 | −0.248 | −0.214 | 0.95 | 0.328 | 0.465 | 0.267 | −0.112 | 0.273 | 0.408 | −0.102 | −0.278 | 0.23 |
PM31_1 | −0.155 | −0.224 | 0.934 | 0.376 | 0.497 | 0.254 | −0.096 | 0.315 | 0.464 | −0.065 | −0.245 | 0.23 |
PM32_1 | −0.202 | −0.208 | 0.906 | 0.439 | 0.445 | 0.327 | −0.082 | 0.379 | 0.499 | −0.047 | −0.27 | 0.288 |
PM35_1 | 0.273 | 0.375 | −0.103 | −0.133 | −0.137 | −0.018 | 0.988 | −0.077 | −0.124 | −0.092 | 0.715 | −0.146 |
PM36_1 | 0.259 | 0.387 | −0.123 | −0.169 | −0.161 | −0.027 | 0.989 | −0.086 | −0.122 | −0.07 | 0.747 | −0.182 |
PM3_1 | −0.215 | −0.186 | 0.52 | 0.448 | 0.319 | 0.343 | −0.1 | 0.582 | 0.887 | 0.009 | −0.232 | 0.469 |
PM4_1 | −0.038 | −0.109 | 0.261 | 0.357 | 0.216 | 0.421 | 0.051 | 0.742 | 0.485 | 0.041 | −0.187 | 0.191 |
PM5_1 | −0.031 | −0.213 | 0.339 | 0.412 | 0.322 | 0.535 | −0.08 | 0.837 | 0.523 | 0.04 | −0.241 | 0.216 |
PM6_1 | −0.013 | −0.182 | 0.376 | 0.477 | 0.253 | 0.544 | 0.03 | 0.813 | 0.485 | 0.007 | −0.202 | 0.232 |
PM7_1 | −0.036 | −0.116 | 0.146 | 0.499 | 0.261 | 0.461 | −0.016 | 0.782 | 0.398 | 0.103 | −0.228 | 0.272 |
PM8_1 | −0.046 | −0.161 | 0.221 | 0.485 | 0.25 | 0.445 | −0.154 | 0.802 | 0.363 | 0.086 | −0.319 | 0.332 |
PM9_1 | −0.114 | −0.145 | 0.281 | 0.558 | 0.47 | 0.366 | −0.159 | 0.683 | 0.296 | 0.065 | −0.277 | 0.195 |
ST10_1 | −0.042 | −0.1 | 0.237 | 0.552 | 0.152 | 0.297 | −0.134 | 0.391 | 0.415 | 0.114 | −0.265 | 0.798 |
ST11_1 | −0.183 | −0.132 | 0.272 | 0.456 | 0.168 | 0.318 | −0.273 | 0.233 | 0.432 | 0.164 | −0.303 | 0.796 |
ST1_1 | −0.126 | −0.049 | 0.122 | 0.294 | 0.148 | 0.241 | 0 | 0.302 | 0.322 | −0.03 | −0.119 | 0.66 |
ST2_1 | −0.147 | −0.03 | 0.143 | 0.202 | 0.167 | 0.208 | −0.023 | 0.299 | 0.351 | −0.01 | −0.118 | 0.628 |
ST3_1 | −0.259 | −0.146 | 0.267 | 0.252 | 0.259 | 0.223 | −0.123 | 0.23 | 0.47 | 0.021 | −0.222 | 0.745 |
ST4_1 | −0.094 | −0.08 | 0.198 | 0.29 | 0.111 | 0.274 | −0.051 | 0.136 | 0.387 | 0.09 | −0.132 | 0.773 |
ST5_1 | −0.157 | −0.074 | 0.212 | 0.309 | 0.138 | 0.207 | 0.033 | 0.094 | 0.39 | 0.033 | −0.082 | 0.786 |
ST6_1 | −0.16 | −0.163 | 0.247 | 0.255 | 0.147 | 0.285 | −0.09 | 0.154 | 0.377 | 0.011 | −0.203 | 0.791 |
ST7_1 | −0.11 | −0.07 | 0.073 | 0.387 | 0.108 | 0.338 | −0.197 | 0.211 | 0.293 | 0.119 | −0.27 | 0.779 |
ST8_1 | −0.153 | −0.036 | 0.136 | 0.398 | 0.161 | 0.335 | −0.206 | 0.287 | 0.367 | 0.074 | −0.265 | 0.836 |
ST9_1 | −0.101 | −0.141 | 0.208 | 0.481 | 0.16 | 0.248 | −0.208 | 0.251 | 0.435 | 0.104 | −0.266 | 0.778 |
firmage | 1 | 0.107 | −0.204 | −0.067 | −0.166 | −0.007 | 0.269 | −0.06 | −0.21 | 0.239 | 0.308 | −0.18 |
large_size | 0.239 | −0.001 | −0.083 | 0.205 | −0.008 | 0.138 | −0.081 | 0.077 | 0.025 | 1 | 0.012 | 0.091 |
manufacturing | 0.107 | 1 | −0.238 | −0.128 | −0.189 | −0.21 | 0.385 | −0.2 | −0.199 | −0.001 | 0.414 | −0.125 |
state_owned | 0.308 | 0.414 | −0.291 | −0.351 | −0.288 | −0.309 | 0.74 | −0.319 | −0.246 | 0.012 | 1 | −0.279 |
Firmage | Industry | Non-State Owned | PM_ Community | PM_ Customer | PM_ Ethical | PM_ Financial | PM_ Govern | PM_Intern_ Business_Proc | PM_Innov &Learning | Size | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
PM10_1 | −0.014 | −0.076 | 0.154 | 0.208 | 0.683 | 0.206 | 0.414 | −0.036 | 0.406 | 0.406 | 0.129 | 0.313 |
PM11_1 | 0.056 | −0.126 | 0.108 | 0.149 | 0.612 | 0.47 | 0.283 | −0.128 | 0.273 | 0.107 | 0.206 | 0.174 |
PM12_1 | −0.077 | −0.238 | 0.218 | 0.412 | 0.778 | 0.361 | 0.53 | −0.173 | 0.436 | 0.412 | 0.149 | 0.482 |
PM13_1 | −0.069 | −0.146 | 0.106 | 0.189 | 0.676 | 0.479 | 0.408 | −0.109 | 0.406 | 0.266 | 0.161 | 0.245 |
PM14_1 | −0.047 | −0.071 | 0.23 | 0.334 | 0.775 | 0.269 | 0.492 | −0.063 | 0.507 | 0.273 | 0.175 | 0.324 |
PM15_1 | −0.149 | −0.037 | 0.092 | 0.376 | 0.757 | 0.344 | 0.343 | −0.038 | 0.468 | 0.423 | 0.08 | 0.383 |
PM16_1 | 0.006 | −0.028 | 0.214 | 0.297 | 0.866 | 0.223 | 0.384 | −0.158 | 0.46 | 0.408 | 0.258 | 0.404 |
PM17_1 | −0.073 | −0.031 | 0.173 | 0.342 | 0.807 | 0.292 | 0.404 | −0.176 | 0.598 | 0.442 | 0.098 | 0.418 |
PM18_1 | −0.001 | −0.099 | 0.272 | 0.173 | 0.353 | 0.152 | 0.811 | −0.044 | 0.375 | 0.213 | 0.137 | 0.217 |
PM19_1 | −0.02 | −0.11 | 0.323 | 0.232 | 0.449 | 0.196 | 0.85 | −0.073 | 0.407 | 0.204 | 0.155 | 0.315 |
PM1_1 | −0.172 | −0.136 | 0.151 | 0.353 | 0.418 | 0.247 | 0.246 | −0.103 | 0.383 | 0.896 | 0.075 | 0.468 |
PM20_1 | 0.015 | −0.126 | 0.09 | 0.301 | 0.512 | 0.312 | 0.749 | 0.156 | 0.464 | 0.319 | 0.082 | 0.291 |
PM21_1 | −0.008 | −0.298 | 0.177 | 0.251 | 0.41 | 0.209 | 0.679 | −0.058 | 0.583 | 0.287 | 0.047 | 0.278 |
PM23_1 | −0.091 | −0.23 | −0.004 | 0.462 | 0.415 | 0.887 | 0.271 | −0.171 | 0.353 | 0.275 | 0.036 | 0.203 |
PM24_1 | −0.107 | −0.141 | −0.071 | 0.41 | 0.343 | 0.856 | 0.264 | −0.089 | 0.302 | 0.16 | −0.043 | 0.188 |
PM25_1 | −0.152 | −0.136 | 0.008 | 0.396 | 0.364 | 0.926 | 0.249 | −0.081 | 0.355 | 0.301 | −0.002 | 0.176 |
PM26_1 | −0.16 | −0.174 | 0.035 | 0.429 | 0.442 | 0.934 | 0.286 | −0.152 | 0.398 | 0.3 | −0.02 | 0.162 |
PM27_1 | −0.174 | −0.165 | −0.046 | 0.536 | 0.406 | 0.945 | 0.228 | −0.134 | 0.305 | 0.351 | 0 | 0.201 |
PM28_1 | −0.216 | −0.183 | −0.062 | 0.545 | 0.355 | 0.943 | 0.219 | −0.184 | 0.349 | 0.354 | −0.019 | 0.203 |
PM29_1 | −0.131 | −0.229 | 0.002 | 0.873 | 0.332 | 0.466 | 0.267 | −0.133 | 0.288 | 0.366 | −0.09 | 0.187 |
PM2_1 | −0.184 | −0.22 | 0.108 | 0.417 | 0.423 | 0.31 | 0.292 | −0.137 | 0.494 | 0.942 | −0.015 | 0.448 |
PM30_1 | −0.248 | −0.214 | −0.042 | 0.95 | 0.326 | 0.467 | 0.266 | −0.112 | 0.271 | 0.407 | −0.102 | 0.23 |
PM31_1 | −0.155 | −0.224 | −0.022 | 0.935 | 0.375 | 0.5 | 0.254 | −0.096 | 0.314 | 0.463 | −0.065 | 0.23 |
PM32_1 | −0.202 | −0.208 | −0.004 | 0.908 | 0.437 | 0.447 | 0.328 | −0.082 | 0.379 | 0.498 | −0.047 | 0.288 |
PM35_1 | 0.273 | 0.375 | −0.35 | −0.103 | −0.133 | −0.137 | −0.017 | 0.988 | −0.074 | −0.124 | −0.092 | −0.146 |
PM36_1 | 0.259 | 0.387 | −0.377 | −0.122 | −0.168 | −0.161 | −0.025 | 0.989 | −0.084 | −0.122 | −0.07 | −0.182 |
PM3_1 | −0.215 | −0.186 | 0.063 | 0.521 | 0.446 | 0.319 | 0.342 | −0.1 | 0.582 | 0.884 | 0.009 | 0.469 |
PM4_1 | −0.038 | −0.109 | 0.088 | 0.262 | 0.356 | 0.215 | 0.419 | 0.051 | 0.739 | 0.485 | 0.041 | 0.191 |
PM5_1 | −0.031 | −0.213 | 0.111 | 0.339 | 0.41 | 0.321 | 0.532 | −0.08 | 0.835 | 0.521 | 0.04 | 0.215 |
PM6_1 | −0.013 | −0.182 | 0.136 | 0.376 | 0.475 | 0.252 | 0.541 | 0.03 | 0.816 | 0.484 | 0.007 | 0.232 |
PM7_1 | −0.036 | −0.116 | 0.152 | 0.147 | 0.496 | 0.259 | 0.458 | −0.016 | 0.789 | 0.397 | 0.103 | 0.272 |
PM8_1 | −0.046 | −0.161 | 0.192 | 0.221 | 0.483 | 0.248 | 0.44 | −0.154 | 0.805 | 0.362 | 0.086 | 0.332 |
PM9_1 | −0.114 | −0.145 | 0.146 | 0.281 | 0.557 | 0.468 | 0.364 | −0.159 | 0.672 | 0.295 | 0.065 | 0.195 |
ST10_1 | −0.042 | −0.1 | 0.155 | 0.237 | 0.55 | 0.151 | 0.295 | −0.134 | 0.391 | 0.414 | 0.114 | 0.798 |
ST11_1 | −0.183 | −0.132 | 0.121 | 0.272 | 0.455 | 0.168 | 0.319 | −0.273 | 0.235 | 0.432 | 0.164 | 0.796 |
ST1_1 | −0.126 | −0.049 | 0.103 | 0.124 | 0.293 | 0.149 | 0.24 | 0 | 0.304 | 0.323 | −0.03 | 0.66 |
ST2_1 | −0.147 | −0.03 | 0.108 | 0.144 | 0.201 | 0.167 | 0.206 | −0.023 | 0.3 | 0.351 | −0.01 | 0.628 |
ST3_1 | −0.259 | −0.146 | 0.018 | 0.268 | 0.25 | 0.261 | 0.223 | −0.123 | 0.23 | 0.47 | 0.021 | 0.745 |
ST4_1 | −0.094 | −0.08 | 0.031 | 0.198 | 0.289 | 0.114 | 0.276 | −0.051 | 0.136 | 0.388 | 0.09 | 0.773 |
ST5_1 | −0.157 | −0.074 | 0.001 | 0.212 | 0.308 | 0.14 | 0.209 | 0.033 | 0.096 | 0.39 | 0.033 | 0.786 |
ST6_1 | −0.16 | −0.163 | 0.056 | 0.248 | 0.253 | 0.15 | 0.285 | −0.09 | 0.155 | 0.376 | 0.011 | 0.792 |
ST7_1 | −0.11 | −0.07 | 0.209 | 0.074 | 0.386 | 0.107 | 0.339 | −0.197 | 0.21 | 0.294 | 0.119 | 0.779 |
ST8_1 | −0.153 | −0.036 | 0.166 | 0.137 | 0.396 | 0.161 | 0.334 | −0.206 | 0.288 | 0.367 | 0.074 | 0.836 |
ST9_1 | −0.101 | −0.141 | 0.164 | 0.209 | 0.481 | 0.16 | 0.247 | −0.208 | 0.251 | 0.436 | 0.104 | 0.778 |
Non-state-owned | 0.037 | −0.123 | 1 | −0.019 | 0.225 | −0.027 | 0.291 | −0.368 | 0.183 | 0.118 | −0.001 | 0.141 |
firmage | 1 | 0.107 | 0.037 | −0.205 | −0.066 | −0.166 | −0.007 | 0.269 | −0.059 | −0.21 | 0.239 | −0.18 |
large_size | 0.239 | −0.001 | −0.001 | −0.082 | 0.208 | −0.008 | 0.139 | −0.081 | 0.077 | 0.025 | 1 | 0.091 |
manufacturing | 0.107 | 1 | −0.123 | −0.238 | −0.128 | −0.189 | −0.206 | 0.386 | −0.2 | −0.199 | −0.001 | −0.125 |
CO_ Customer | CO_ Financial | CO_Intern_ Business_Proc | CO_ Community | CO_ Ethical | CO_ Govern | CO_Innov &Learning | Firmage | Industry | Size | State-owned | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CO10_1 | 0.727 | 0.597 | 0.513 | 0.303 | 0.281 | −0.076 | 0.495 | −0.103 | −0.127 | 0.044 | −0.283 | 0.359 |
CO11_1 | 0.667 | 0.316 | 0.447 | 0.158 | 0.549 | −0.158 | 0.236 | 0.007 | −0.098 | 0.137 | −0.201 | 0.266 |
CO12_1 | 0.8 | 0.535 | 0.538 | 0.416 | 0.366 | −0.192 | 0.406 | −0.041 | −0.233 | 0.092 | −0.395 | 0.399 |
CO13_1 | 0.721 | 0.393 | 0.54 | 0.174 | 0.507 | −0.151 | 0.313 | −0.072 | −0.19 | 0.127 | −0.244 | 0.241 |
CO14_1 | 0.785 | 0.598 | 0.555 | 0.315 | 0.228 | −0.109 | 0.246 | −0.068 | −0.088 | 0.114 | −0.301 | 0.295 |
CO15_1 | 0.742 | 0.402 | 0.545 | 0.365 | 0.358 | −0.026 | 0.407 | −0.139 | −0.051 | 0.002 | −0.21 | 0.368 |
CO16_1 | 0.874 | 0.485 | 0.6 | 0.314 | 0.261 | −0.225 | 0.48 | −0.065 | −0.083 | 0.124 | −0.351 | 0.41 |
CO17_1 | 0.823 | 0.479 | 0.623 | 0.273 | 0.31 | −0.13 | 0.425 | −0.065 | −0.033 | 0.049 | −0.295 | 0.397 |
CO18_1 | 0.452 | 0.839 | 0.449 | 0.161 | 0.132 | −0.016 | 0.238 | −0.04 | −0.009 | 0.141 | −0.314 | 0.194 |
CO19_1 | 0.458 | 0.844 | 0.425 | 0.14 | 0.179 | −0.043 | 0.182 | −0.064 | −0.043 | 0.061 | −0.321 | 0.248 |
CO1_1 | 0.453 | 0.322 | 0.444 | 0.396 | 0.281 | −0.186 | 0.93 | −0.18 | −0.142 | 0.07 | −0.289 | 0.468 |
CO20_1 | 0.586 | 0.813 | 0.581 | 0.334 | 0.339 | 0.069 | 0.369 | 0.023 | −0.1 | 0.051 | −0.223 | 0.286 |
CO21_1 | 0.519 | 0.732 | 0.645 | 0.286 | 0.237 | −0.125 | 0.339 | −0.054 | −0.225 | 0.033 | −0.3 | 0.263 |
CO23_1 | 0.448 | 0.33 | 0.436 | 0.482 | 0.903 | −0.155 | 0.328 | −0.082 | −0.231 | −0.003 | −0.304 | 0.265 |
CO24_1 | 0.405 | 0.259 | 0.375 | 0.415 | 0.856 | −0.11 | 0.196 | −0.104 | −0.169 | −0.09 | −0.246 | 0.235 |
CO25_1 | 0.391 | 0.253 | 0.403 | 0.403 | 0.92 | −0.076 | 0.31 | −0.11 | −0.177 | 0.027 | −0.289 | 0.24 |
CO26_1 | 0.463 | 0.288 | 0.431 | 0.469 | 0.943 | −0.157 | 0.332 | −0.129 | −0.213 | 0.018 | −0.35 | 0.219 |
CO27_1 | 0.394 | 0.185 | 0.364 | 0.581 | 0.935 | −0.115 | 0.327 | −0.11 | −0.186 | 0.048 | −0.258 | 0.235 |
CO28_1 | 0.362 | 0.189 | 0.394 | 0.577 | 0.948 | −0.16 | 0.34 | −0.139 | −0.212 | 0.047 | −0.292 | 0.243 |
CO29_1 | 0.313 | 0.282 | 0.358 | 0.891 | 0.477 | −0.123 | 0.393 | −0.108 | −0.263 | −0.076 | −0.271 | 0.247 |
CO2_1 | 0.47 | 0.334 | 0.546 | 0.456 | 0.33 | −0.193 | 0.953 | −0.192 | −0.232 | 0.025 | −0.269 | 0.429 |
CO30_1 | 0.33 | 0.25 | 0.316 | 0.952 | 0.493 | −0.071 | 0.437 | −0.17 | −0.26 | −0.064 | −0.245 | 0.27 |
CO31_1 | 0.377 | 0.289 | 0.375 | 0.948 | 0.505 | −0.047 | 0.486 | −0.142 | −0.235 | −0.023 | −0.223 | 0.289 |
CO32_1 | 0.416 | 0.246 | 0.386 | 0.932 | 0.504 | −0.044 | 0.498 | −0.149 | −0.238 | −0.014 | −0.243 | 0.337 |
CO35_1 | −0.167 | −0.038 | −0.095 | −0.063 | −0.138 | 0.992 | −0.18 | 0.254 | 0.356 | −0.135 | 0.669 | −0.136 |
CO36_1 | −0.185 | −0.044 | −0.105 | −0.087 | −0.143 | 0.993 | −0.194 | 0.273 | 0.357 | −0.119 | 0.719 | −0.174 |
CO3_1 | 0.468 | 0.322 | 0.595 | 0.514 | 0.327 | −0.146 | 0.909 | −0.204 | −0.181 | 0.013 | −0.255 | 0.427 |
CO4_1 | 0.466 | 0.53 | 0.769 | 0.299 | 0.33 | −0.01 | 0.548 | −0.06 | −0.12 | 0.008 | −0.246 | 0.179 |
CO5_1 | 0.538 | 0.561 | 0.871 | 0.375 | 0.377 | −0.051 | 0.499 | −0.008 | −0.215 | 0.041 | −0.278 | 0.197 |
CO6_1 | 0.581 | 0.608 | 0.874 | 0.425 | 0.356 | −0.047 | 0.509 | −0.046 | −0.235 | 0.031 | −0.301 | 0.256 |
CO7_1 | 0.638 | 0.566 | 0.848 | 0.291 | 0.397 | −0.092 | 0.447 | −0.083 | −0.204 | 0.048 | −0.326 | 0.3 |
CO8_1 | 0.642 | 0.546 | 0.839 | 0.268 | 0.276 | −0.167 | 0.435 | −0.057 | −0.152 | 0.062 | −0.339 | 0.323 |
CO9_1 | 0.605 | 0.39 | 0.707 | 0.237 | 0.462 | −0.107 | 0.382 | −0.026 | −0.109 | 0.096 | −0.21 | 0.201 |
ST10_1 | 0.568 | 0.312 | 0.4 | 0.289 | 0.218 | −0.126 | 0.407 | −0.042 | −0.1 | 0.114 | −0.265 | 0.806 |
ST11_1 | 0.405 | 0.263 | 0.261 | 0.353 | 0.221 | −0.265 | 0.421 | −0.183 | −0.132 | 0.164 | −0.303 | 0.799 |
ST1_1 | 0.267 | 0.096 | 0.245 | 0.158 | 0.188 | −0.03 | 0.262 | −0.126 | −0.049 | −0.03 | −0.119 | 0.644 |
ST2_1 | 0.15 | 0.052 | 0.218 | 0.193 | 0.195 | −0.034 | 0.262 | −0.147 | −0.03 | −0.01 | −0.118 | 0.611 |
ST3_1 | 0.233 | 0.192 | 0.209 | 0.3 | 0.282 | −0.092 | 0.428 | −0.259 | −0.146 | 0.021 | −0.222 | 0.744 |
ST4_1 | 0.256 | 0.198 | 0.144 | 0.207 | 0.142 | −0.045 | 0.353 | −0.094 | −0.08 | 0.09 | −0.132 | 0.773 |
ST5_1 | 0.237 | 0.183 | 0.145 | 0.275 | 0.188 | 0.051 | 0.371 | −0.157 | −0.074 | 0.033 | −0.082 | 0.788 |
ST6_1 | 0.263 | 0.274 | 0.189 | 0.265 | 0.196 | −0.072 | 0.357 | −0.16 | −0.163 | 0.011 | −0.203 | 0.795 |
ST7_1 | 0.334 | 0.29 | 0.159 | 0.038 | 0.117 | −0.163 | 0.288 | −0.11 | −0.07 | 0.119 | −0.27 | 0.779 |
ST8_1 | 0.399 | 0.34 | 0.246 | 0.154 | 0.198 | −0.202 | 0.345 | −0.153 | −0.036 | 0.074 | −0.265 | 0.837 |
ST9_1 | 0.458 | 0.258 | 0.242 | 0.26 | 0.215 | −0.203 | 0.408 | −0.101 | −0.141 | 0.104 | −0.266 | 0.782 |
firmage | −0.089 | −0.044 | −0.059 | −0.153 | −0.123 | 0.266 | −0.206 | 1 | 0.107 | 0.239 | 0.308 | −0.178 |
large_size | 0.111 | 0.087 | 0.057 | −0.047 | 0.01 | −0.128 | 0.039 | 0.239 | −0.001 | 1 | 0.012 | 0.093 |
manufacturing | −0.15 | −0.123 | −0.215 | −0.268 | −0.217 | 0.359 | −0.198 | 0.107 | 1 | −0.001 | 0.414 | −0.127 |
state_owned | −0.38 | −0.362 | −0.352 | −0.264 | −0.318 | 0.7 | −0.291 | 0.308 | 0.414 | 0.012 | 1 | −0.282 |
CO_ Customer | CO_ Financial | CO_Intern_ Business_Proc | CO_ Cmmunity | CO_ Ethical | CO_ Govern | CO_Innov &Learning | Non-State-Owned | Firmage | Industry | Size | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CO10_1 | 0.727 | 0.595 | 0.511 | 0.302 | 0.28 | −0.076 | 0.496 | 0.175 | −0.103 | −0.127 | 0.044 | 0.359 |
CO11_1 | 0.663 | 0.314 | 0.448 | 0.158 | 0.549 | −0.158 | 0.235 | 0.08 | 0.007 | −0.098 | 0.137 | 0.266 |
CO12_1 | 0.798 | 0.53 | 0.539 | 0.415 | 0.366 | −0.192 | 0.406 | 0.247 | −0.041 | −0.233 | 0.092 | 0.399 |
CO13_1 | 0.719 | 0.385 | 0.543 | 0.176 | 0.506 | −0.151 | 0.312 | 0.142 | −0.072 | −0.19 | 0.127 | 0.241 |
CO14_1 | 0.787 | 0.596 | 0.56 | 0.315 | 0.227 | −0.109 | 0.246 | 0.239 | −0.068 | −0.088 | 0.114 | 0.295 |
CO15_1 | 0.744 | 0.397 | 0.549 | 0.366 | 0.358 | −0.026 | 0.407 | 0.103 | −0.139 | −0.051 | 0.002 | 0.368 |
CO16_1 | 0.874 | 0.478 | 0.602 | 0.315 | 0.26 | −0.225 | 0.48 | 0.223 | −0.065 | −0.083 | 0.124 | 0.41 |
CO17_1 | 0.824 | 0.476 | 0.626 | 0.274 | 0.309 | −0.13 | 0.425 | 0.192 | −0.065 | −0.033 | 0.049 | 0.397 |
CO18_1 | 0.453 | 0.856 | 0.45 | 0.161 | 0.132 | −0.016 | 0.238 | 0.353 | −0.04 | −0.009 | 0.141 | 0.194 |
CO19_1 | 0.458 | 0.855 | 0.427 | 0.14 | 0.178 | −0.043 | 0.182 | 0.316 | −0.064 | −0.043 | 0.061 | 0.248 |
CO1_1 | 0.454 | 0.322 | 0.442 | 0.397 | 0.281 | −0.186 | 0.931 | 0.199 | −0.18 | −0.142 | 0.07 | 0.468 |
CO20_1 | 0.587 | 0.808 | 0.58 | 0.333 | 0.339 | 0.069 | 0.369 | 0.195 | 0.023 | −0.1 | 0.051 | 0.285 |
CO21_1 | 0.52 | 0.709 | 0.645 | 0.285 | 0.237 | −0.125 | 0.339 | 0.23 | −0.054 | −0.225 | 0.033 | 0.263 |
CO23_1 | 0.447 | 0.324 | 0.433 | 0.482 | 0.904 | −0.155 | 0.328 | 0.037 | −0.082 | −0.231 | −0.003 | 0.265 |
CO24_1 | 0.403 | 0.258 | 0.373 | 0.415 | 0.858 | −0.11 | 0.196 | −0.028 | −0.104 | −0.169 | −0.09 | 0.235 |
CO25_1 | 0.389 | 0.249 | 0.401 | 0.403 | 0.919 | −0.076 | 0.31 | 0.042 | −0.11 | −0.177 | 0.027 | 0.24 |
CO26_1 | 0.461 | 0.282 | 0.429 | 0.469 | 0.94 | −0.157 | 0.332 | 0.08 | −0.129 | −0.213 | 0.018 | 0.219 |
CO27_1 | 0.392 | 0.18 | 0.361 | 0.581 | 0.935 | −0.115 | 0.326 | −0.03 | −0.11 | −0.186 | 0.048 | 0.235 |
CO28_1 | 0.361 | 0.182 | 0.392 | 0.577 | 0.948 | −0.16 | 0.34 | −0.029 | −0.139 | −0.212 | 0.047 | 0.243 |
CO29_1 | 0.313 | 0.273 | 0.355 | 0.887 | 0.478 | −0.123 | 0.393 | 0.002 | −0.108 | −0.263 | −0.076 | 0.247 |
CO2_1 | 0.47 | 0.325 | 0.543 | 0.456 | 0.329 | −0.193 | 0.953 | 0.129 | −0.192 | −0.232 | 0.025 | 0.429 |
CO30_1 | 0.33 | 0.243 | 0.314 | 0.952 | 0.494 | −0.071 | 0.436 | −0.067 | −0.17 | −0.26 | −0.064 | 0.27 |
CO31_1 | 0.378 | 0.283 | 0.375 | 0.949 | 0.506 | −0.047 | 0.486 | −0.063 | −0.142 | −0.235 | −0.023 | 0.289 |
CO32_1 | 0.417 | 0.244 | 0.387 | 0.934 | 0.506 | −0.044 | 0.498 | −0.033 | −0.149 | −0.238 | −0.014 | 0.337 |
CO35_1 | −0.166 | −0.035 | −0.097 | −0.062 | −0.138 | 0.992 | −0.18 | −0.347 | 0.254 | 0.356 | −0.135 | −0.136 |
CO36_1 | −0.184 | −0.042 | −0.107 | −0.086 | −0.143 | 0.993 | −0.194 | −0.376 | 0.273 | 0.357 | −0.119 | −0.174 |
CO3_1 | 0.468 | 0.315 | 0.599 | 0.515 | 0.327 | −0.146 | 0.908 | 0.12 | −0.204 | −0.181 | 0.013 | 0.427 |
CO4_1 | 0.467 | 0.526 | 0.759 | 0.298 | 0.33 | −0.01 | 0.547 | 0.112 | −0.06 | −0.12 | 0.008 | 0.179 |
CO5_1 | 0.538 | 0.551 | 0.864 | 0.373 | 0.377 | −0.051 | 0.499 | 0.093 | −0.008 | −0.215 | 0.041 | 0.197 |
CO6_1 | 0.581 | 0.601 | 0.872 | 0.424 | 0.355 | −0.047 | 0.508 | 0.172 | −0.046 | −0.235 | 0.031 | 0.256 |
CO7_1 | 0.639 | 0.56 | 0.854 | 0.292 | 0.396 | −0.092 | 0.447 | 0.193 | −0.083 | −0.204 | 0.048 | 0.3 |
CO8_1 | 0.643 | 0.538 | 0.848 | 0.268 | 0.275 | −0.167 | 0.435 | 0.248 | −0.057 | −0.152 | 0.062 | 0.323 |
CO9_1 | 0.604 | 0.377 | 0.704 | 0.237 | 0.461 | −0.107 | 0.381 | 0.082 | −0.026 | −0.109 | 0.096 | 0.201 |
ST10_1 | 0.568 | 0.305 | 0.403 | 0.289 | 0.217 | −0.126 | 0.407 | 0.155 | −0.042 | −0.1 | 0.114 | 0.805 |
ST11_1 | 0.405 | 0.261 | 0.264 | 0.353 | 0.221 | −0.265 | 0.422 | 0.121 | −0.183 | −0.132 | 0.164 | 0.799 |
ST1_1 | 0.267 | 0.094 | 0.248 | 0.159 | 0.188 | −0.029 | 0.262 | 0.103 | −0.126 | −0.049 | −0.03 | 0.644 |
ST2_1 | 0.15 | 0.05 | 0.218 | 0.195 | 0.196 | −0.034 | 0.262 | 0.108 | −0.147 | −0.03 | −0.01 | 0.611 |
ST3_1 | 0.234 | 0.188 | 0.213 | 0.301 | 0.283 | −0.092 | 0.428 | 0.018 | −0.259 | −0.146 | 0.021 | 0.744 |
ST4_1 | 0.256 | 0.198 | 0.144 | 0.207 | 0.143 | −0.045 | 0.353 | 0.031 | −0.094 | −0.08 | 0.09 | 0.773 |
ST5_1 | 0.237 | 0.182 | 0.149 | 0.276 | 0.189 | 0.051 | 0.371 | 0.001 | −0.157 | −0.074 | 0.033 | 0.788 |
ST6_1 | 0.263 | 0.271 | 0.19 | 0.265 | 0.196 | −0.072 | 0.357 | 0.056 | −0.16 | −0.163 | 0.011 | 0.795 |
ST7_1 | 0.334 | 0.292 | 0.162 | 0.038 | 0.116 | −0.163 | 0.288 | 0.209 | −0.11 | −0.07 | 0.119 | 0.779 |
ST8_1 | 0.4 | 0.337 | 0.249 | 0.154 | 0.198 | −0.202 | 0.345 | 0.166 | −0.153 | −0.036 | 0.074 | 0.837 |
ST9_1 | 0.457 | 0.253 | 0.245 | 0.261 | 0.215 | −0.203 | 0.409 | 0.164 | −0.101 | −0.141 | 0.104 | 0.782 |
Non−state owned | 0.236 | 0.342 | 0.197 | −0.044 | 0.014 | −0.364 | 0.162 | 1 | 0.037 | −0.123 | −0.001 | 0.14 |
firmage | −0.089 | −0.044 | −0.06 | −0.154 | −0.122 | 0.266 | −0.206 | 0.037 | 1 | 0.107 | 0.239 | −0.178 |
large_size | 0.11 | 0.089 | 0.058 | −0.046 | 0.01 | −0.128 | 0.039 | −0.001 | 0.239 | −0.001 | 1 | 0.093 |
manufacturing | −0.149 | −0.115 | −0.216 | −0.267 | −0.217 | 0.359 | −0.198 | −0.123 | 0.107 | 1 | −0.001 | −0.127 |
Appendix D. Discriminant Validity (Fornell–Larcker Criterion) of the Measurements of the Models
Firmage | Industry | PM_ Community | PM_ Customer | PM_ Ethical | PM_ Financial | PM_ Govern | PM_Intern_ Business_Proc | PM_Innov &Learning | Size | State-Owned | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Firmage | 1 | |||||||||||
Industry | 0.107 | 1 | ||||||||||
PM_Community | −0.204 | −0.238 | 0.917 | |||||||||
PM_Customer | −0.067 | −0.128 | 0.403 | 0.748 | ||||||||
PM_Ethical | −0.166 | −0.189 | 0.509 | 0.424 | 0.916 | |||||||
PM_Financial | −0.007 | −0.21 | 0.305 | 0.553 | 0.274 | 0.774 | ||||||
PM_Govern | 0.269 | 0.385 | −0.115 | −0.153 | −0.151 | −0.023 | 0.988 | |||||
PM_Intern_ business_proc | −0.06 | −0.2 | 0.343 | 0.603 | 0.381 | 0.593 | −0.083 | 0.778 | ||||
PM_innov&learning | −0.21 | −0.199 | 0.475 | 0.475 | 0.324 | 0.326 | −0.124 | 0.538 | 0.908 | |||
Size | 0.239 | −0.001 | −0.083 | 0.205 | −0.008 | 0.138 | −0.081 | 0.077 | 0.025 | 1 | ||
State-owned | 0.308 | 0.414 | −0.291 | −0.351 | −0.288 | −0.309 | 0.74 | −0.319 | −0.246 | 0.012 | 1 | |
Strategy | −0.18 | −0.125 | 0.257 | 0.479 | 0.206 | 0.358 | −0.166 | 0.316 | 0.509 | 0.091 | −0.279 | 0.763 |
Firmage | Industry | Non-State Owned | PM_ Community | PM_ Customer | PM_ Ethical | PM_ Financial | PM_ Govern | PM_Intern_ Business_Proc | PM_Innov &Learning | Size | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Firmage | 1 | |||||||||||
Industry | 0.107 | 1 | ||||||||||
Non-State-owned | 0.037 | −0.123 | 1 | |||||||||
PM_Community | −0.205 | −0.238 | −0.019 | 0.917 | ||||||||
PM_Customer | −0.066 | −0.128 | 0.225 | 0.402 | 0.748 | |||||||
PM_Ethical | −0.166 | −0.189 | −0.027 | 0.511 | 0.423 | 0.916 | ||||||
PM_Financial | −0.007 | −0.206 | 0.291 | 0.305 | 0.553 | 0.274 | 0.775 | |||||
PM_Govern | 0.269 | 0.386 | −0.368 | −0.114 | −0.153 | −0.151 | −0.021 | 0.988 | ||||
PM_Intern_ business_proc | −0.059 | −0.2 | 0.183 | 0.342 | 0.6 | 0.375 | 0.59 | −0.08 | 0.778 | |||
PM_innov&learning | −0.21 | −0.199 | 0.118 | 0.475 | 0.473 | 0.322 | 0.324 | −0.124 | 0.537 | 0.908 | ||
Size | 0.239 | −0.001 | −0.001 | −0.082 | 0.208 | −0.008 | 0.139 | −0.081 | 0.077 | 0.025 | 1 | |
Strategy | −0.18 | −0.125 | 0.141 | 0.257 | 0.477 | 0.207 | 0.357 | −0.166 | 0.317 | 0.509 | 0.091 | 0.763 |
CO_ Customer | CO_ Financial | CO_Intern_ Business_Proc | CO_ Community | CO_ Ethical | CO_ Govern | CO_Innov &Learning | Firmage | Industry | Size | State-Owned | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CO_Customer | 0.77 | |||||||||||
CO_Financial | 0.625 | 0.808 | ||||||||||
CO_Intern_ business_proc | 0.709 | 0.656 | 0.820 | |||||||||
CO_community | 0.386 | 0.286 | 0.386 | 0.931 | ||||||||
CO_ethical | 0.448 | 0.275 | 0.438 | 0.532 | 0.918 | |||||||
CO_govern | −0.178 | −0.042 | −0.101 | −0.076 | −0.142 | 0.992 | ||||||
CO_innov&learning | 0.498 | 0.35 | 0.568 | 0.488 | 0.335 | −0.189 | 0.931 | |||||
firmage | −0.089 | −0.044 | −0.059 | −0.153 | −0.123 | 0.266 | −0.206 | 1 | ||||
industry | −0.15 | −0.123 | −0.215 | −0.268 | −0.217 | 0.359 | −0.198 | 0.107 | 1 | |||
size | 0.111 | 0.087 | 0.057 | −0.047 | 0.01 | −0.128 | 0.039 | 0.239 | −0.001 | 1 | ||
State-owned | −0.38 | −0.362 | −0.352 | −0.264 | −0.318 | 0.7 | −0.291 | 0.308 | 0.414 | 0.012 | 1 | |
strategy | 0.452 | 0.308 | 0.305 | 0.308 | 0.261 | −0.157 | 0.474 | −0.178 | −0.127 | 0.093 | −0.282 | 0.763 |
CO_ Customer | CO_ Financial | CO_Intern_ Business_Proc | CO_ Community | CO_ Ethical | CO_ Govern | CO_Innov &Learning | Non-State Owned | Firmage | Industry | Size | Strategy | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CO_Customer | 0.77 | |||||||||||
CO_Financial | 0.621 | 0.809 | ||||||||||
CO_Intern_ business_proc | 0.712 | 0.647 | 0.819 | |||||||||
CO_community | 0.388 | 0.279 | 0.384 | 0.931 | ||||||||
CO_ethical | 0.445 | 0.269 | 0.435 | 0.533 | 0.918 | |||||||
CO_govern | −0.177 | −0.039 | −0.103 | −0.075 | −0.142 | 0.992 | ||||||
CO_innov&learning | 0.498 | 0.345 | 0.565 | 0.489 | 0.335 | −0.189 | 0.931 | |||||
Non-state owned | 0.236 | 0.342 | 0.197 | −0.044 | 0.014 | −0.364 | 0.162 | 1 | ||||
firmage | −0.089 | −0.044 | −0.06 | −0.154 | −0.122 | 0.266 | −0.206 | 0.037 | 1 | |||
industry | −0.149 | −0.115 | −0.216 | −0.267 | −0.217 | 0.359 | −0.198 | −0.123 | 0.107 | 1 | ||
size | 0.11 | 0.089 | 0.058 | −0.046 | 0.01 | −0.128 | 0.039 | −0.001 | 0.239 | −0.001 | 1 | |
strategy | 0.452 | 0.305 | 0.308 | 0.308 | 0.261 | −0.157 | 0.474 | 0.14 | −0.178 | −0.127 | 0.093 | 0.763 |
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Panel A: Companies’ Background | |
---|---|
Firm age | |
Mean | 27.53 years |
Max | 110 years |
Min | 3 years |
Assets (million VND) | |
≤20 | 0.7% |
20–50 | 14.3% |
50–100 | 10.7% |
>100 | 74.3% |
Firm size (the number of employees) | |
<50 | 0% |
50–100 | 5.7% |
100–200 | 27.1% |
200–300 | 17.9% |
>300 | 49.3% |
Sector | |
Agriculture, forestry, and fishing | 7.1% |
Mining and quarrying | 2.9% |
Manufacturing | 43.6% |
Electricity, gas, steam, and air conditioning supply | 5.0% |
Water supply; sewerage, waste management, and remediation activities | 7.9% |
Construction | 7.1% |
Wholesale and retail trade; repair of motor vehicles and motorcycles | 3.6% |
Transportation and storage | 12.1% |
Accommodation and food service activities | 1.4% |
Information and communication | 4.3% |
Real estate activities | 0.7% |
Administration and support service activities | 3.6% |
Arts, entertainment, and recreation | 0.7% |
Has there been a change in ownership since the establishment of the firm? | |
Yes | 57.9% |
No | 42.1% |
Panel B: Respondent position | |
CEOs | 12.9% |
Top managers | 12.9% |
Middle managers | 74.3% |
SOE PMSs | Non-SOE PMSs | |||||
---|---|---|---|---|---|---|
Cronbach’s Alpha | CR | AVE | Cronbach’s Alpha | CR | AVE | |
Firm age | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Industry | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
PM_Community | 0.937 | 0.955 | 0.841 | 0.937 | 0.955 | 0.841 |
PM_Customer | 0.887 | 0.910 | 0.560 | 0.887 | 0.910 | 0.560 |
PM_Ethical | 0.961 | 0.969 | 0.838 | 0.961 | 0.969 | 0.838 |
PM_Financial | 0.777 | 0.856 | 0.599 | 0.777 | 0.857 | 0.601 |
PM_Govern | 0.976 | 0.988 | 0.976 | 0.976 | 0.988 | 0.976 |
PM_Innov&learning | 0.893 | 0.933 | 0.824 | 0.893 | 0.934 | 0.824 |
PM_Intern business proc | 0.870 | 0.902 | 0.606 | 0.870 | 0.902 | 0.605 |
Size | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
State-owned | 1.000 | 1.000 | 1.000 | |||
Non-state-owned | 1.000 | 1.000 | 1.000 | |||
Strategy | 0.928 | 0.938 | 0.582 | 0.928 | 0.938 | 0.582 |
SOE Compensations | Non-SOE Compensations | |||||
---|---|---|---|---|---|---|
Cronbach’s Alpha | CR | AVE | Cronbach’s Alpha | CR | AVE | |
CO_Community | 0.948 | 0.963 | 0.867 | 0.948 | 0.963 | 0.866 |
CO_Customer | 0.901 | 0.920 | 0.592 | 0.901 | 0.920 | 0.592 |
CO_Ethical | 0.962 | 0.970 | 0.843 | 0.962 | 0.970 | 0.843 |
CO_Financial | 0.822 | 0.883 | 0.653 | 0.822 | 0.883 | 0.655 |
CO_Govern | 0.984 | 0.992 | 0.985 | 0.984 | 0.992 | 0.985 |
CO_Innov&learning | 0.923 | 0.951 | 0.867 | 0.923 | 0.951 | 0.867 |
CO_Intern buss proc | 0.902 | 0.925 | 0.672 | 0.902 | 0.924 | 0.671 |
Firm age | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Industry | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
Size | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
State-owned | 1.000 | 1.000 | 1.000 | |||
Non-state-owned | 1.000 | 1.000 | 1.000 | |||
Strategy | 0.928 | 0.938 | 0.582 | 0.928 | 0.938 | 0.582 |
Construct | Performance Measurement Systems | Outcome-Based Compensation Systems | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
SOEs | Non-SOEs | SOEs | Non-SOEs | |||||||||
β | p | f2 | B | p | f2 | β | p | f2 | β | p | f2 | |
Financial | −0.221 | 0.027 | 0.044 | 0.230 | 0.006 | 0.065 | −0.340 | 0.000 | 0.103 | 0.304 | 0.000 | 0.110 |
Customer | −0.266 | 0.000 | 0.074 | 0.160 | 0.037 | 0.034 | −0.298 | 0.000 | 0.089 | 0.172 | 0.039 | 0.038 |
Intern buss proc | −0.236 | 0.003 | 0.048 | 0.126 | 0.144 | 0.018 | −0.277 | 0.001 | 0.068 | 0.140 | 0.112 | 0.022 |
Innov & learning | −0.036 | 0.661 | 0.001 | 0.042 | 0.546 | 0.002 | −0.108 | 0.202 | 0.012 | 0.093 | 0.201 | 0.011 |
Ethical | −0.194 | 0.039 | 0.031 | −0.067 | 0.430 | 0.005 | −0.221 | 0.018 | 0.041 | −0.039 | 0.664 | 0.002 |
Community | −0.152 | 0.097 | 0.02 | −0.071 | 0.359 | 0.006 | −0.101 | 0.280 | 0.009 | −0.112 | 0.161 | 0.014 |
Govern | 0.694 | 0.000 | 0.813 | −0.338 | 0.000 | 0.165 | 0.654 | 0.000 | 0.653 | −0.340 | 0.000 | 0.167 |
Construct | Performance Measurement Systems | Outcome-Based Compensation Systems | ||||||
---|---|---|---|---|---|---|---|---|
State-Owned | Non-State Owned | State-Owned | Non-State Owned | |||||
R2 | Q2 | R2 | Q2 | R2 | Q2 | R2 | Q2 | |
Financial | 0.205 | 0.100 | 0.219 | 0.100 | 0.189 | 0.101 | 0.191 | 0.101 |
Customer | 0.312 | 0.137 | 0.285 | 0.137 | 0.282 | 0.135 | 0.246 | 0.135 |
Intern buss proc | 0.169 | 0.084 | 0.144 | 0.084 | 0.181 | 0.099 | 0.146 | 0.099 |
Innov & learning | 0.291 | 0.214 | 0.291 | 0.214 | 0.266 | 0.204 | 0.266 | 0.204 |
Ethical | 0.111 | 0.068 | 0.088 | 0.068 | 0.141 | 0.095 | 0.108 | 0.095 |
Community | 0.151 | 0.109 | 0.139 | 0.109 | 0.164 | 0.122 | 0.169 | 0.122 |
Govern | 0.572 | 0.515 | 0.334 | 0.515 | 0.528 | 0.477 | 0.330 | 0.477 |
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Luong, T.C.T.; Jorissen, A.; Paeleman, I. Performance Measurement for Sustainability: Does Firm Ownership Matter. Sustainability 2019, 11, 4436. https://doi.org/10.3390/su11164436
Luong TCT, Jorissen A, Paeleman I. Performance Measurement for Sustainability: Does Firm Ownership Matter. Sustainability. 2019; 11(16):4436. https://doi.org/10.3390/su11164436
Chicago/Turabian StyleLuong, Thi Cam Tu, Ann Jorissen, and Ine Paeleman. 2019. "Performance Measurement for Sustainability: Does Firm Ownership Matter" Sustainability 11, no. 16: 4436. https://doi.org/10.3390/su11164436
APA StyleLuong, T. C. T., Jorissen, A., & Paeleman, I. (2019). Performance Measurement for Sustainability: Does Firm Ownership Matter. Sustainability, 11(16), 4436. https://doi.org/10.3390/su11164436