数据资产如何影响企业持续创新:来自中国的证据
1School of Economics and Business Administration, Chongqing University, Chongqing, China.
PloS one
|September 9, 2025
概括
数据资产通过改善输入和输出,显著促进企业持续创新 (PI). 数字金融进一步放大了这一效应,突出了数据在推动创新的价值.
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:
- 持续创新 (PI) 对于企业持续增长至关重要.
- 数据资产在推动PI中的作用仍然是一个需要更深入调查的领域.
- 在数字经济中,了解数据资产与创新之间的相互作用至关重要.
研究的目的:
- 调查数据资产对企业持续创新的影响.
- 探索通过数据资产影响PI的调解道.
- 检查数字金融在数据资产与个人投资者的关系中的调节作用.
主要方法:
- 对中国A股上市公司 (2011-2022) 的小组数据分析.
- 内源性测试以确保发现的可靠性.
- 调解和调节回归分析来测试拟议的关系.
主要成果:
- 数据资产显著提高了企业持续创新的输入和输出.
- 过程,业务和技术创新调解了数据资产对PI的积极影响.
- 数字金融 (覆盖范围,深度,数字化) 正面调节了这种关系,放大了数据资产的价值.
结论:
- 数据资产是企业持续创新的关键驱动力.
- 数字金融作为催化剂,增强数据资产的创新潜力.
- 考虑到公司特点的定制数据策略对于最大限度地提高创新成果至关重要.
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