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. 2025 Apr 24;15:14281. doi: 10.1038/s41598-025-99127-0

Table 2.

Discriminant validity result—Fornell-Larcker criterion.

AI dependency AI literacy AI trust Collaboration Communication Critical thinking Creative thinking Problem-solving Self-confidence
AI dependency 0.806
AI literacy 0.643 0.762
AI trust 0.633 0.744 0.840
Collaboration − 0.752 − 0.719 − 0.710 0.802
Communication − 0.734 − 0.788 − 0.778 0.796 0.816
Critical thinking − 0.767 − 0.715 − 0.805 0.724 0.803 0.826
Creative thinking − 0.744 − 0.696 − 0.786 0.704 0.781 0.812 0.804
Problem− solving − 0.756 − 0.706 − 0.796 0.715 0.793 0.824 0.802 0.817
Self− confidence − 0.728 − 0.683 − 0.773 0.791 0.767 0.797 0.776 0.787 0.793