4.4 Article

Dissociation Between Users' Explicit and Implicit Attitudes Toward Artificial Intelligence: An Experimental Study

期刊

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
卷 52, 期 3, 页码 481-489

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/THMS.2021.3125280

关键词

Attitudes toward artificial intelligence (AI); explicit-implicit cognition; implicit association test (IAT); implicit attitudes

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The latest developments in artificial intelligence (AI) have raised many ethical and socio-economic issues. While most participants explicitly express a positive attitude towards AI, their implicit responses appear to be in the opposite direction. Females tend to show more negative attitudes than males, and those working in the AI field are more positive towards AI.
The latest developments in the field of artificial intelligence (AI) have given rise to many ethical and socio-economic concerns. Nonetheless, the impact of AI technologies is evident and tangible in our everyday life. This dichotomy leads to mixed feelings toward AI: people recognize the positive impact of AI, but they also show concerns, especially about their privacy and security. In this article, we try to understand whether the implicit and explicit attitudes toward AI are coherent. We investigated explicit and implicit attitudes toward AI by combining a self-report measure and an implicit measure, i.e., the implicit association test. We analyzed the explicit and implicit responses of 829 participants. Results revealed that while most of the participants explicitly express a positive attitude toward AI, their implicit responses seem to point in the opposite direction. Results also show that, in both the explicit and implicit measures, females show a more negative attitude than males, and people who work in the field of AI are inclined to be positive toward AI.

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