Cross-loading (CL) results
| Item | AR | DME | EOU | EUG | GEC | JS | PGV | SI | SP | WQ |
|---|---|---|---|---|---|---|---|---|---|---|
| AR1 | 0.970 | 0.617 | 0.232 | 0.415 | 0.533 | 0.671 | 0.504 | 0.285 | 0.570 | 0.676 |
| AR2 | 0.892 | 0.587 | 0.291 | 0.330 | 0.377 | 0.577 | 0.432 | 0.234 | 0.443 | 0.666 |
| AR3 | 0.948 | 0.690 | 0.231 | 0.532 | 0.620 | 0.700 | 0.611 | 0.240 | 0.628 | 0.684 |
| AR4 | 0.833 | 0.498 | 0.260 | 0.263 | 0.480 | 0.441 | 0.391 | 0.242 | 0.415 | 0.552 |
| DME1 | 0.620 | 0.850 | 0.251 | 0.409 | 0.507 | 0.645 | 0.492 | 0.090 | 0.453 | 0.772 |
| DME2 | 0.498 | 0.876 | 0.186 | 0.497 | 0.562 | 0.573 | 0.547 | 0.034 | 0.512 | 0.635 |
| DME3 | 0.558 | 0.731 | 0.283 | 0.296 | 0.441 | 0.485 | 0.385 | 0.053 | 0.372 | 0.648 |
| DME4 | 0.494 | 0.820 | 0.118 | 0.493 | 0.528 | 0.510 | 0.532 | 0.099 | 0.499 | 0.547 |
| EOU1 | 0.234 | 0.200 | 0.865 | 0.037 | 0.107 | 0.180 | 0.151 | 0.170 | 0.124 | 0.344 |
| EOU2 | 0.228 | 0.224 | 0.874 | 0.050 | 0.100 | 0.152 | 0.126 | 0.074 | 0.101 | 0.353 |
| EOU3 | 0.212 | 0.179 | 0.851 | 0.078 | 0.140 | 0.172 | 0.089 | 0.067 | 0.144 | 0.346 |
| EOU4 | 0.248 | 0.253 | 0.825 | 0.181 | 0.169 | 0.242 | 0.257 | 0.199 | 0.262 | 0.368 |
| EUG1 | 0.398 | 0.380 | 0.145 | 0.908 | 0.459 | 0.564 | 0.635 | 0.115 | 0.567 | 0.400 |
| EUG2 | 0.397 | 0.469 | 0.091 | 0.932 | 0.653 | 0.567 | 0.716 | 0.099 | 0.701 | 0.374 |
| EUG3 | 0.419 | 0.559 | 0.145 | 0.935 | 0.597 | 0.651 | 0.710 | 0.069 | 0.626 | 0.479 |
| EUG4 | 0.409 | 0.499 | 0.049 | 0.948 | 0.589 | 0.604 | 0.687 | 0.086 | 0.670 | 0.398 |
| GEC1 | 0.490 | 0.579 | 0.145 | 0.427 | 0.790 | 0.466 | 0.499 | 0.126 | 0.462 | 0.444 |
| GEC2 | 0.386 | 0.471 | 0.134 | 0.518 | 0.881 | 0.491 | 0.598 | 0.157 | 0.517 | 0.352 |
| GEC3 | 0.526 | 0.528 | 0.121 | 0.615 | 0.852 | 0.524 | 0.668 | 0.129 | 0.637 | 0.430 |
| JS1 | 0.592 | 0.659 | 0.140 | 0.649 | 0.616 | 0.967 | 0.693 | 0.110 | 0.605 | 0.640 |
| JS2 | 0.513 | 0.547 | 0.164 | 0.511 | 0.395 | 0.834 | 0.538 | 0.117 | 0.486 | 0.577 |
| JS3 | 0.641 | 0.658 | 0.230 | 0.644 | 0.638 | 0.946 | 0.672 | 0.130 | 0.633 | 0.685 |
| JS4 | 0.678 | 0.603 | 0.289 | 0.518 | 0.463 | 0.887 | 0.525 | 0.209 | 0.520 | 0.712 |
| PGV1 | 0.523 | 0.542 | 0.136 | 0.671 | 0.665 | 0.632 | 0.934 | 0.177 | 0.626 | 0.507 |
| PGV2 | 0.361 | 0.447 | 0.104 | 0.686 | 0.590 | 0.480 | 0.843 | 0.058 | 0.585 | 0.345 |
| PGV3 | 0.467 | 0.568 | 0.287 | 0.660 | 0.663 | 0.591 | 0.897 | 0.116 | 0.662 | 0.427 |
| PGV4 | 0.569 | 0.584 | 0.169 | 0.673 | 0.631 | 0.688 | 0.934 | 0.096 | 0.652 | 0.535 |
| SI1 | 0.267 | 0.100 | 0.157 | 0.091 | 0.184 | 0.175 | 0.116 | 0.926 | 0.263 | 0.161 |
| SI2 | 0.154 | −0.003 | 0.055 | 0.122 | 0.119 | 0.108 | 0.105 | 0.757 | 0.162 | 0.074 |
| SI3 | 0.273 | 0.095 | 0.153 | 0.053 | 0.105 | 0.106 | 0.101 | 0.858 | 0.135 | 0.183 |
| SI4 | 0.199 | 0.072 | 0.159 | 0.054 | 0.106 | 0.100 | 0.097 | 0.755 | 0.156 | 0.134 |
| SP1 | 0.543 | 0.542 | 0.226 | 0.633 | 0.594 | 0.568 | 0.630 | 0.213 | 0.911 | 0.412 |
| SP2 | 0.540 | 0.478 | 0.238 | 0.584 | 0.605 | 0.494 | 0.626 | 0.249 | 0.911 | 0.363 |
| SP3 | 0.468 | 0.485 | 0.082 | 0.645 | 0.547 | 0.597 | 0.628 | 0.159 | 0.873 | 0.378 |
| WQ1 | 0.624 | 0.765 | 0.280 | 0.473 | 0.543 | 0.706 | 0.512 | 0.158 | 0.440 | 0.909 |
| WQ2 | 0.573 | 0.628 | 0.422 | 0.112 | 0.234 | 0.457 | 0.231 | 0.085 | 0.200 | 0.786 |
| WQ3 | 0.570 | 0.632 | 0.387 | 0.420 | 0.372 | 0.598 | 0.461 | 0.139 | 0.372 | 0.865 |
| WQ4 | 0.710 | 0.753 | 0.401 | 0.463 | 0.481 | 0.708 | 0.520 | 0.187 | 0.437 | 0.930 |
| Item | AR | DME | EOU | EUG | GEC | JS | PGV | SI | SP | WQ |
|---|---|---|---|---|---|---|---|---|---|---|
| AR1 | 0.617 | 0.232 | 0.415 | 0.533 | 0.671 | 0.504 | 0.285 | 0.570 | 0.676 | |
| AR2 | 0.587 | 0.291 | 0.330 | 0.377 | 0.577 | 0.432 | 0.234 | 0.443 | 0.666 | |
| AR3 | 0.690 | 0.231 | 0.532 | 0.620 | 0.700 | 0.611 | 0.240 | 0.628 | 0.684 | |
| AR4 | 0.498 | 0.260 | 0.263 | 0.480 | 0.441 | 0.391 | 0.242 | 0.415 | 0.552 | |
| DME1 | 0.620 | 0.251 | 0.409 | 0.507 | 0.645 | 0.492 | 0.090 | 0.453 | 0.772 | |
| DME2 | 0.498 | 0.186 | 0.497 | 0.562 | 0.573 | 0.547 | 0.034 | 0.512 | 0.635 | |
| DME3 | 0.558 | 0.283 | 0.296 | 0.441 | 0.485 | 0.385 | 0.053 | 0.372 | 0.648 | |
| DME4 | 0.494 | 0.118 | 0.493 | 0.528 | 0.510 | 0.532 | 0.099 | 0.499 | 0.547 | |
| EOU1 | 0.234 | 0.200 | 0.037 | 0.107 | 0.180 | 0.151 | 0.170 | 0.124 | 0.344 | |
| EOU2 | 0.228 | 0.224 | 0.050 | 0.100 | 0.152 | 0.126 | 0.074 | 0.101 | 0.353 | |
| EOU3 | 0.212 | 0.179 | 0.078 | 0.140 | 0.172 | 0.089 | 0.067 | 0.144 | 0.346 | |
| EOU4 | 0.248 | 0.253 | 0.181 | 0.169 | 0.242 | 0.257 | 0.199 | 0.262 | 0.368 | |
| EUG1 | 0.398 | 0.380 | 0.145 | 0.459 | 0.564 | 0.635 | 0.115 | 0.567 | 0.400 | |
| EUG2 | 0.397 | 0.469 | 0.091 | 0.653 | 0.567 | 0.716 | 0.099 | 0.701 | 0.374 | |
| EUG3 | 0.419 | 0.559 | 0.145 | 0.597 | 0.651 | 0.710 | 0.069 | 0.626 | 0.479 | |
| EUG4 | 0.409 | 0.499 | 0.049 | 0.589 | 0.604 | 0.687 | 0.086 | 0.670 | 0.398 | |
| GEC1 | 0.490 | 0.579 | 0.145 | 0.427 | 0.466 | 0.499 | 0.126 | 0.462 | 0.444 | |
| GEC2 | 0.386 | 0.471 | 0.134 | 0.518 | 0.491 | 0.598 | 0.157 | 0.517 | 0.352 | |
| GEC3 | 0.526 | 0.528 | 0.121 | 0.615 | 0.524 | 0.668 | 0.129 | 0.637 | 0.430 | |
| JS1 | 0.592 | 0.659 | 0.140 | 0.649 | 0.616 | 0.693 | 0.110 | 0.605 | 0.640 | |
| JS2 | 0.513 | 0.547 | 0.164 | 0.511 | 0.395 | 0.538 | 0.117 | 0.486 | 0.577 | |
| JS3 | 0.641 | 0.658 | 0.230 | 0.644 | 0.638 | 0.672 | 0.130 | 0.633 | 0.685 | |
| JS4 | 0.678 | 0.603 | 0.289 | 0.518 | 0.463 | 0.525 | 0.209 | 0.520 | 0.712 | |
| PGV1 | 0.523 | 0.542 | 0.136 | 0.671 | 0.665 | 0.632 | 0.177 | 0.626 | 0.507 | |
| PGV2 | 0.361 | 0.447 | 0.104 | 0.686 | 0.590 | 0.480 | 0.058 | 0.585 | 0.345 | |
| PGV3 | 0.467 | 0.568 | 0.287 | 0.660 | 0.663 | 0.591 | 0.116 | 0.662 | 0.427 | |
| PGV4 | 0.569 | 0.584 | 0.169 | 0.673 | 0.631 | 0.688 | 0.096 | 0.652 | 0.535 | |
| SI1 | 0.267 | 0.100 | 0.157 | 0.091 | 0.184 | 0.175 | 0.116 | 0.263 | 0.161 | |
| SI2 | 0.154 | −0.003 | 0.055 | 0.122 | 0.119 | 0.108 | 0.105 | 0.162 | 0.074 | |
| SI3 | 0.273 | 0.095 | 0.153 | 0.053 | 0.105 | 0.106 | 0.101 | 0.135 | 0.183 | |
| SI4 | 0.199 | 0.072 | 0.159 | 0.054 | 0.106 | 0.100 | 0.097 | 0.156 | 0.134 | |
| SP1 | 0.543 | 0.542 | 0.226 | 0.633 | 0.594 | 0.568 | 0.630 | 0.213 | 0.412 | |
| SP2 | 0.540 | 0.478 | 0.238 | 0.584 | 0.605 | 0.494 | 0.626 | 0.249 | 0.363 | |
| SP3 | 0.468 | 0.485 | 0.082 | 0.645 | 0.547 | 0.597 | 0.628 | 0.159 | 0.378 | |
| WQ1 | 0.624 | 0.765 | 0.280 | 0.473 | 0.543 | 0.706 | 0.512 | 0.158 | 0.440 | |
| WQ2 | 0.573 | 0.628 | 0.422 | 0.112 | 0.234 | 0.457 | 0.231 | 0.085 | 0.200 | |
| WQ3 | 0.570 | 0.632 | 0.387 | 0.420 | 0.372 | 0.598 | 0.461 | 0.139 | 0.372 | |
| WQ4 | 0.710 | 0.753 | 0.401 | 0.463 | 0.481 | 0.708 | 0.520 | 0.187 | 0.437 |
Note(s): AR = Available Resources; DME = Decision-Making Effectiveness; EOU = GenAI Ease of Use; EUG = Ethical Use of GenAI; GEC = GenAI Expectation Confirmation; JS = Job Satisfaction; PGV = Perceived GenAI Value; SI = Social Influence; SP = Security and Privacy; WQ = Work Quality. Values in italic indicate the highest loading for each indicator on its corresponding construct
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.