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August 16, 2025International Journal of Human-Computer Interaction25 citationsOpen Access

When Usefulness Fuels Fear: The Paradox of Generative AI Dependence and the Mitigating Role of AI Literacy

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JLJiahui Liu

Key Points

  • Generative AI dependence can lead to increased fear of AI, impacting users' attitudes and behaviors.
  • Survey results indicate that perceived risk heightens fear of AI, and self-efficacy helps mitigate generative AI dependence.
  • Study employs media dependency theory to analyze the psychological aspects of generative AI use and user behavior.
  • AI literacy serves as a crucial factor to buffer misconceptions and reduce fear associated with generative AI.

Abstract

Artificial intelligence (AI) literacy is essential for understanding and benefiting from AI, yet little is known about how users form misconceptions of AI and how AI literacy (AIL) mitigates them. Adopting media dependency theory, this study examines factors influencing dependence on generative AI (DGAI) and its relationship with fear of AI (FAI) across different AIL levels. The in-depth interviews reveal three stages of developing DGAI: tool acceptance, habit formation, and psychological dependence. This dependency raises concerns about privacy, skill degradation, and job displacement. Survey results show that perceived risk directly increases FAI, while perceived usefulness and anthropomorphism indirectly affect FAI through DGAI, with self-efficacy reducing DGAI. Moderation analysis finds that AIL buffers the fear-inducing effects of usefulness and anthropomorphism, especially at low AIL levels. This study emphasizes the dynamic relationship between AIL, users' dependency, and attitudes toward generative AI, emphasizing AIL's role in reducing misconceptions and fostering sustainable AI development.

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Cite This Study

Jiahui Liu (2025) studied this question.

synapsesocial.com/papers/68a3669b0a429f797332c284https://doi.org/10.1080/10447318.2025.2544006
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