Discriminant validity – cross loading
| Indicator | CS | Knowledge | ATS | ISA |
|---|---|---|---|---|
| CS3 | 0.743 | 0.311 | 0.259 | 0.419 |
| CS4 | 0.724 | 0.259 | 0.295 | 0.389 |
| ES1 | 0.818 | 0.341 | 0.248 | 0.410 |
| ES2 | 0.818 | 0.426 | 0.296 | 0.464 |
| ES3 | 0.822 | 0.399 | 0.327 | 0.442 |
| ES4 | 0.825 | 0.341 | 0.288 | 0.474 |
| EduS1 | 0.799 | 0.420 | 0.361 | 0.431 |
| EduS2 | 0.805 | 0.394 | 0.305 | 0.483 |
| EduS3 | 0.761 | 0.403 | 0.352 | 0.521 |
| K1 | 0.395 | 0.739 | 0.489 | 0.342 |
| K2 | 0.309 | 0.725 | 0.324 | 0.333 |
| K3 | 0.253 | 0.709 | 0.326 | 0.355 |
| K6 | 0.319 | 0.727 | 0.440 | 0.292 |
| K7 | 0.419 | 0.722 | 0.359 | 0.383 |
| K9 | 0.278 | 0.699 | 0.307 | 0.229 |
| K13 | 0.294 | 0.703 | 0.433 | 0.331 |
| K14 | 0.336 | 0.718 | 0.367 | 0.327 |
| K15 | 0.319 | 0.713 | 0.340 | 0.378 |
| K17 | 0.393 | 0.727 | 0.388 | 0.267 |
| K18 | 0.343 | 0.724 | 0.341 | 0.218 |
| K19 | 0.335 | 0.710 | 0.375 | 0.271 |
| ATS1 | 0.373 | 0.496 | 0.870 | 0.397 |
| ATS2 | 0.319 | 0.440 | 0.867 | 0.402 |
| ATS3 | 0.380 | 0.404 | 0.854 | 0.443 |
| ATS4 | 0.249 | 0.466 | 0.840 | 0.397 |
| ATS5 | 0.298 | 0.418 | 0.837 | 0.391 |
| ISA1 | 0.408 | 0.410 | 0.501 | 0.761 |
| ISA2 | 0.516 | 0.375 | 0.335 | 0.742 |
| ISA3 | 0.497 | 0.381 | 0.404 | 0.887 |
| ISA4 | 0.496 | 0.317 | 0.327 | 0.881 |
| Indicator | CS | Knowledge | ATS | ISA |
|---|---|---|---|---|
| CS3 | 0.311 | 0.259 | 0.419 | |
| CS4 | 0.259 | 0.295 | 0.389 | |
| ES1 | 0.341 | 0.248 | 0.410 | |
| ES2 | 0.426 | 0.296 | 0.464 | |
| ES3 | 0.399 | 0.327 | 0.442 | |
| ES4 | 0.341 | 0.288 | 0.474 | |
| EduS1 | 0.420 | 0.361 | 0.431 | |
| EduS2 | 0.394 | 0.305 | 0.483 | |
| EduS3 | 0.403 | 0.352 | 0.521 | |
| K1 | 0.395 | 0.489 | 0.342 | |
| K2 | 0.309 | 0.324 | 0.333 | |
| K3 | 0.253 | 0.326 | 0.355 | |
| K6 | 0.319 | 0.440 | 0.292 | |
| K7 | 0.419 | 0.359 | 0.383 | |
| K9 | 0.278 | 0.307 | 0.229 | |
| K13 | 0.294 | 0.433 | 0.331 | |
| K14 | 0.336 | 0.367 | 0.327 | |
| K15 | 0.319 | 0.340 | 0.378 | |
| K17 | 0.393 | 0.388 | 0.267 | |
| K18 | 0.343 | 0.341 | 0.218 | |
| K19 | 0.335 | 0.375 | 0.271 | |
| ATS1 | 0.373 | 0.496 | 0.397 | |
| ATS2 | 0.319 | 0.440 | 0.402 | |
| ATS3 | 0.380 | 0.404 | 0.443 | |
| ATS4 | 0.249 | 0.466 | 0.397 | |
| ATS5 | 0.298 | 0.418 | 0.391 | |
| ISA1 | 0.408 | 0.410 | 0.501 | |
| ISA2 | 0.516 | 0.375 | 0.335 | |
| ISA3 | 0.497 | 0.381 | 0.404 | |
| ISA4 | 0.496 | 0.317 | 0.327 |
Source(s): From authors’ computation based on 2022 field data
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