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大数据产业发展政策对技术创新质量的影响(2023)

文章摘要

大数据产业发展对企业技术进步展现出突出优势。本研究从政策评估视角探讨大数据产业发展政策对技术创新质量的影响,并借助2007~2020年上市公司数据,实证检验大数据产业发展政策对技术创新质量的影响。研究表明:大数据产业发展政策实施的确对技术创新质量具有显著的促进作用。大数据产业发展政策实施不仅显著降低企业融资约束,也提高企业研发投入,还增加企业技术创新收益,最终有益于提升技术创新质量。无论在国有企业还是非国有企业中,大数据产业发展政策实施均能够显著促进技术创新质量的提高,但在非国有企业中,大数据产业发展政策实施对技术创新质量的促进强度更强;无论高研发投入强度企业还是低研发投入强度企业,大数据产业发展政策实施对企业技术创新质量均具有促进作用,且在高研发投入企业中,大数据产业发展政策实施对企业技术创新质量促进效应更强;相比拥有高利润的企业,在低利润企业中,大数据产业发展政策实施更能够显著提升其技术创新质量。

Abstract

The development of the digital economy has shown outstanding advantages for the technological progress of enterprises. This article explores the impact of big data policies on the quality of technological innovation from the perspective of policy evaluation. Using data from listed companies from 2007 to 2020,it empirically tests the impact of big data policies on the quality of technological innovation. Research has shown that the implementation of big data policies does have a significant promoting effect on the quality of technological innovation. The implementation of big data policies not only increases enterprise research and development investment,but also significantly reduces enterprise financing constraints,and also increases the returns of enterprise technological innovation,ultimately beneficial for improving the quality of technological innovation. Whether in different state-owned or non-state-owned enterprises,the implementation of big data policies can significantly promote the quality of technological innovation. Compared with state-owned enterprises,the implementation of big data policies in non-state-owned enterprises has a stronger promotion intensity on the quality of technological innovation;Whether it is high R&D investment enterprises or low R&D investment enterprises,the implementation of big data policies has a promoting effect on the quality of enterprise technological innovation,and among high R&D investment enterprises,the implementation of big data policies has a stronger promoting effect on the quality of enterprise technological innovation;Compared to high profit enterprises,the implementation of big data policies can significantly improve the quality of technological innovation in low profit enterprises.

作者简介
谢贤君:谢贤君,博士,北京大学政府管理学院助理研究员,研究方向为数字经济与创新经济。
郁俊莉:郁俊莉,博士,北京大学政府管理学院教授,研究方向为国民经济发展与产业规划。