人工智能和绿色产品创新:组织资本的温和效应
1College of Business, Gachon University, Seongnam, 13120, Republic of Korea.
Heliyon
|April 9, 2024
概括
人工智能 (AI) 推动了企业的绿色产品创新 (GPDI). 人力资本增强了这种效应,而董事会社会资本减少了它,为可持续的业务增长提供了数字途径.
科学领域:
- 商业和管理的管理.
- 环境科学 环境科学
- 信息技术 信息技术 信息技术
背景情况:
- 绿色产品创新 (GPDI) 对生态可持续性和企业增长至关重要.
- 数字化为企业的绿色实践提供了新的途径.
- 关于特定数字技术对GPDI的影响的研究有限.
研究的目的:
- 调查不同数字技术与GPDI之间的关系.
- 检查人工智能 (AI) 对GPDI的具体影响.
- 探索组织资本在AI-GPDI关系中的调节作用.
主要方法:
- 对2013-2022年在中国A股市场上市的公司进行分析.
- 应用固定效应和两阶段最小平方回归模型.
- 检查人工智能与组织资本 (人力资本和社会资本) 之间的相互作用.
主要成果:
- 人工智能 (AI) 对企业绿色产品创新 (GPDI) 有积极的影响.
- 员工和董事会的人力资本加强了AI对GPDI的积极影响.
- 董事会的社会资本削弱了AI对GPDI的积极影响.
结论:
- 人工智能采用是提高企业GPDI的重要驱动力.
- 组织资本,特别是人力资本,在利用人工智能进行绿色创新方面发挥着至关重要的作用.
- 调查结果为企业GPDI提供了一个数字增强途径,得到了基于资源和动态容量理论的支持.
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