揭示数字化转型如何影响中国智能制造企业的创新能力
1School of Management, Guangzhou College of Commerce, Guangzhou, 511363, Guangdong, China.
Scientific reports
|December 8, 2025
概括
数字化转型显著促进了中国智能制造企业的创新. 这种效应通过缓解融资约束而被放大,在特定的地区和企业类型中更为强烈.
科学领域:
- 商业和经济学 商业和经济学
- 技术管理 技术管理
背景情况:
- 数字化转型是数字经济创新的关键.
- 智能制造业企业越来越依赖数字技术来获得竞争优势.
研究的目的:
- 调查数字化转型对中国智能制造企业创新能力的影响.
- 探索融资约束和调节因素在这种关系中的调解作用.
主要方法:
- 通过对中国上市公司 (1999-2023) 的数据进行文本挖掘,构建了一个数字化转型指数.
- 采用固定效应回归模型与稳定性检查,包括引用数,滞后变量和安慰剂测试.
主要成果:
- 数字化转型显著提高了智能制造企业的创新能力.
- 缓解融资限制在这个过程中起到了关键的调解作用.
- 创新效应在东部地区,非国有企业和技术密集型行业更为明显.
结论:
- 数字化转型是制造业创新的重要驱动力.
- 政策干预应侧重于数字基础设施和定制的企业支持.
- 研究结果为通过数字化推动制造业创新的微观证据提供了证据.
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