Factors Affecting Human-Generated AI Collaboration: Trust and Perceived Usefulness as Mediators

With the development of generative artificial intelligence (AI) technology, collaboration between humans and AI is expected to improve productivity, efficiency, and safety in various industries. This study presents and empirically analyzes the factors affecting collaboration between humans and AI. This study presents and empirically analyzes a research model based on the antecedents of calculative-based, cognition-based, knowledge-based, and social influence-based trust. A total of 305 valid data points were collected through questionnaires completed by experts, office workers, and graduate students, and were analyzed using structural equation modeling. The analysis showed that all antecedents except familiarity, an antecedent of knowledge-based trust, significantly affected trust.

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Published
2025-10-03
DOI
https://doi.org/10.3390/info16100856
Primary Topic
Geochemistry and Elemental Analysis
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article
Field-Weighted Citation Impact
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Factors Affecting Human-Generated AI Collaboration: Trust and Perceived Usefulness as Mediators

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Geochemistry and Elemental Analysis
article

Factors Affecting Human-Generated AI Collaboration: Trust and Perceived Usefulness as Mediators

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Abstract

With the development of generative artificial intelligence (AI) technology, collaboration between humans and AI is expected to improve productivity, efficiency, and safety in various industries. This study presents and empirically analyzes the factors affecting collaboration between humans and AI. This study presents and empirically analyzes a research model based on the antecedents of calculative-based, cognition-based, knowledge-based, and social influence-based trust. A total of 305 valid data points were collected through questionnaires completed by experts, office workers, and graduate students, and were analyzed using structural equation modeling. The analysis showed that all antecedents except familiarity, an antecedent of knowledge-based trust, significantly affected trust.

InformationVol. 16(10)
Mokpo National University (KR)
Mokpo National University
Decent work and economic growth
Openalex Percentile: Top 43%
Geochemistry and Elemental Analysis
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