基于中国上市公司的证据,研究数字化转型对创新潜力的影响
Xu Zhao1,2, Qi-An Chen3, Xiaoshu Yuan4
1School of Economics and Business Administration, Chongqing University, Chongqing, 400030, China. zhaoxunl@163.com.
Scientific reports
|March 15, 2024
概括
数字化转型通过降低代理成本和增加风险承担,大大提高了企业的创新能力. 这项研究分析了中国A股上市公司,为数字化战略提供了见解.
科学领域:
- 工商管理 工商管理
- 信息系统信息系统信息系统
- 创新管理 创新管理
背景情况:
- 数字化转型正在重塑行业,影响组织能力.
- 了解其对企业创新的影响对于战略发展至关重要.
- 中国A股上市企业为此分析提供了相关的背景.
研究的目的:
- 研究数字化转型与企业创新能力之间的关系.
- 探索数字化转型影响创新的机制.
- 检查数字化转型对创新的异质性和温和效应.
主要方法:
- 利用爬虫技术从年度报告 (2007-2021) 中提取数字化转型关键字.
- 使用描述性统计和多重共变性测试来建立关系.
- 进行了基准回归,稳定性测试和机制分析.
主要成果:
- 数字化转型对企业的创新能力产生了显著的积极影响.
- 数字化转型对创新能力的影响因不同类型的企业而异 (异质性).
- 数字化转型通过降低代理成本和提高风险承担水平来增强创新.
结论:
- 数字化转型是提高企业创新能力的关键驱动力.
- 研究结果为企业数字战略和政府政策提供理论支持.
- 为推动中国企业数字化转型提供了有价值的参考资料.
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