揭开人工智能的机制和后果,使中小企业能够共同创造绿色价值
Xin Yan1, Yu-Shan Chen2, Yuning Lin3
1School of Finance and Accounting, Fuzhou University of International Studies and Trade, 28 Yuhuan Rd., Changle District, Fuzhou, Fujian, China.
Scientific reports
|November 27, 2025
概括
人工智能能力推动了中小企业的发展.
科学领域:
- 工商管理 工商管理
- 信息系统信息系统信息系统
- 环境管理环境管理
背景情况:
- 中国的中小企业在数字绿色转型中面临着挑战.
- 绿色价值共同创造对中小企业至关重要,但在人工智能上下文中未得到充分探索.
- 了解AI在中小企业绿色转型中的作用至关重要.
研究的目的:
- 调查人工智能能力如何影响中小企业在中国的绿色价值共同创造.
- 检查绿色价值共同创造对人工智能能力和三重底线表现的调解作用.
- 探索绿色双手学习的温和效应.
主要方法:
- 对中国东南地区632家中小企业进行了调节调解分析.
- 整合基于资源的观点 (RBV),利益相关者理论和组织学习理论的理论框架.
- 使用定量数据进行实证调查.
主要成果:
- 共同创造绿色价值调解了人工智能能力和三重底线绩效之间的关系.
- 绿色双手学习调节了人工智能能力与绿色价值共同创造之间的联系.
- 绿色双边学习通过共同创造绿色价值来增强人工智能能力对三重底线绩效的间接影响.
结论:
- 人工智能能力是中小企业共同创造绿色价值和可持续绩效的关键驱动力.
- 绿色双手学习对于最大限度地利用人工智能在数字绿色转型中的好处至关重要.
- 研究结果为追求人工智能驱动的可持续转型的中小企业提供了实际见解.
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