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Task–Technology Fit Leads to Conflict: The Double-Edged-Sword Effect of Generative Artificial Intelligence on Scientific Creative Performance in Humanities and Social Sciences Research

Authors: Pengbo Qian,Xingzheng Xie
Journal: International Journal of Human–Computer Interaction
Publisher: Informa UK Limited
Publish date: 2025-7-14
ISSN: 1044-7318 DOI: 10.1080/10447318.2025.2526580
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The abstract states that TTF “generates a paradox by enhancing AI literacy while increasing AI dependence” (emphasis added). However, the path coefficients reveal a stark asymmetry: TTF→AID (β=0.579, p<0.001) is nearly twice as strong as TTF→AIL (β=0.325, p<0.001).

Does this not suggest that TTF’s “enhancing” effect on AI literacy is substantially weaker than its “inhibiting” effect through dependence? How can the authors justify framing this as a balanced “paradox” when the data shows a dominant negative pathway? The “Empowerment-Inhibition Paradox” appears empirically lopsided.

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