跳到主要导航 跳到搜索 跳到主要内容

When employees meet gen AI: The double-edged effects of AI attitude on creativity

  • Lin Ma
  • , Longqi Ge
  • , Yan Li*
  • , Yetong Wang
  • *此作品的通讯作者
  • Beihang University
  • Beijing Normal University

科研成果: 期刊稿件文章同行评审

摘要

Existing research has primarily focused on the instrumental attributes of Generative AI (Gen AI), such as its usefulness and usage patterns, in influencing employee creativity. However, there is a lack of systematic exploration of Gen AI attitude—defined as the degree of support and willingness to adopt Gen AI—and their underlying mechanisms in shaping creativity. Grounded in role theory, this study uncovers the dual effects of Gen AI attitude on creativity. On the one hand, Gen AI attitude can reduce creativity through increased role ambiguity. On the other hand, it can enhance creativity by facilitating task crafting. Furthermore, this study introduces creative self-efficacy as a moderating factor, revealing that it mitigates the negative impact of Gen AI attitude on creativity via role ambiguity while strengthening its positive effect through task crafting. These hypotheses are tested through two complementary studies. Study 1 employs a multi-wave survey (N = 591) and structural equation modeling to validate the proposed relationships. Study 2 utilizes a large language model-driven text analysis approach, using GPT to analyze 415 social media texts, further reinforcing the robustness of the findings. The results contribute to a deeper theoretical understanding of how Gen AI attitude shapes creativity, offering new insights into the intersection of technology-related attitudes and creativity.

源语言英语
文章编号103495
期刊Technovation
152
DOI
出版状态已出版 - 4月 2026

指纹

探究 'When employees meet gen AI: The double-edged effects of AI attitude on creativity' 的科研主题。它们共同构成独一无二的指纹。

引用此