数据要素市场化对企业新质生产力的赋能效应和机制检验
Empowering Effect and Mechanism Test of Data Factor Marketization on New Quality Productivity of Enterprises
梁雁茹 1徐建中1
作者信息
- 1. 哈尔滨工程大学 经济管理学院,哈尔滨 150001
- 折叠
摘要
文章基于动态能力理论,以2015-2022年A股上市公司的数据为样本,探讨了数据要素市场化对企业新质生产力的赋能效应及其作用机制.研究发现:数据要素市场化对企业新质生产力具有赋能效应,这一结论在经过一系列稳健性检验后依然成立;动态能力在数据要素市场化与企业新质生产力之间发挥机制作用;数据要素市场化对东部和西部地区企业新质生产力的赋能效应比中部地区更明显,对非国有企业新质生产力的赋能效应比国有企业更明显,对战略性新兴企业新质生产力的赋能效应强于非战略性新兴企业.
Abstract
Based on the theory of dynamic capability,this paper uses the data of A-share listed companies from 2015 to 2022 as a sample to discuss the empowering effect of data factor marketization on enterprises'new quality productivity and its mecha-nism.The research findings are shown as follows:Data factor marketization has an empowering effect on enterprises'new quality productivity,and this conclusion is still valid after a series of robustness tests.Dynamic capability plays a mechanism role between data factor marketization and enterprises'new quality productivity.The empowering effect of data factor marketization on enter-prises'new quality productivity in eastern and western regions is more obvious than that in central regions.The empowering effect on non-state-owned enterprises'new quality productivity is more evident than that on state-owned enterprises.The empowering effect of data factor marketization on the new quality productivity of strategic emerging enterprises is stronger than that on non-strategic emerging enterprises.
关键词
数据要素市场化/新质生产力/赋能效应/动态能力/双重机器学习Key words
data factor marketization/new quality productivity/empowering effect/dynamic capability/dual machine learning引用本文复制引用
出版年
2025
国家科技期刊平台
NSTL
维普
万方数据