人机交互、知识域耦合与突破性创新

——基于新能源汽车产业的实证研究

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中图分类号：F273.1；TP18 文献标识码：A doi：10.3969/j.issn.1672-2272.202512069

Iuman一AI Interaction，Knowledge Domain Coupling，and Breakthrough Innovation：Empirical Research on the New Energy Vehicle Industry

Chen Minling，Qiao Jinguo，Xue Jing （School of Economics and Management，Xi'an Shiyou University，Xi'an 71oo65，China）

Abstract：Artificial inteligence is profoundly reshaping the mechanisms through which organizations achieve breakthrough innovation.Adopting a human-AI interaction perspective，this study aims to investigate its impact on breakthrough innovation and，drawing on the knowledge-based view（KBV）， examine the mediating role of knowledge-domain coupling in this relationship.Human-AI interaction is classified into augmented and autonomous modes，while knowledge-domain coupling is conceptualized as complementary and iterative types.Empirical analysis of two-wave survey data from 340 employees reveals that： ① both augmented and autonomous human-AI interaction positively influence breakthrough innovation; ② knowledge-domain coupling mediates this relationship；and ③ absorptive capacity positively moderates the efectof knowledge-domain coupling on breakthrough innovation.The primary theoretical contributionof this study lies in elucidating the micro-level mechanisms of AI-driven innovation fromaninteractionperspective.By developing and validating the theoretical pathway from human-AI interaction to breakthrough innovation via knowledge-domain coupling，this studyextends theknowledge-based view in AI-enabled contexts.Practically，it provides managers with clear theoretical foundations and actionable guidance to implement human-AI collaboration，optimize knowledge governance，and enhance organizational learning for systematically fostering breakthrough innovation.

Keywords：artificial intelligence；augmented Human-AI interaction；autonomous Human-AI interaction；complementary knowledge coupling；iterative knowledge coupling；knowledge absorption capacity；breakthrough innovation

0 引言

在新一轮科技革命兴起之际，突破性创新可以帮助组织在关键技术领域取得领先优势，使其在日益激烈的市场竞争中获得竞争优势。（剩余24922字）