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不确定性感知与企业创新同群效应

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面对政策环境变化,同群企业的创新活动已然成为企业制定创新决策的重要参考信息.本文基于2011-2021年中国A股上市企业数据,运用文本挖掘法提取企业年报的特定文本内容,测算企业的经济政策不确定性感知程度,力图突破企业决策之间相互独立的假设,探究不确定性感知对企业创新同群效应的影响.研究发现,经济政策不确定性感知程度愈高,企业创新同群效应愈强.机制分析表明,当处于信息劣势的追随者企业感知到经济政策不确定性升高时,倾向于学习具有信息优势的领导者企业的创新决策,而领导者企业的创新决策则具有相对独立性;并且,外部信息环境越差,不确定性感知对企业创新同群效应的影响越显著,这些都与信息学习理论的预期一致.异质性分析显示,非国有企业、东部地区企业及高科技行业企业的创新同群效应更容易受感知到的经济政策不确定性影响.研究结论为相关部门就如何稳定市场主体的政策预期、营造有利于企业创新的制度环境提供了有益启示,为企业建立科学的创新决策机制提供了经验支持.
Uncertainty Perception and Enterprise Innovation Peer Effects
China is striving to promote the development mode from factor driven to innovation-driven transformation.Enterprises as the most important micro subject in economic activities,its innovation activities are becoming a new engine to drive high-quality economic development.R&D investment are highly irreversible,and enterprises have to consider not only their internal financial status and governance structure,but also the economic and political environment in which they are located before making innovation decisions.The fluctuation range of China's economic policies has been expanding since 2007,and it is difficult for enterprises to accurately grasp the trend of economic policy changes,which affects their expectations and confidence in the future,so that they can maintain a cautious attitude towards high-risk and long-cycle innovation activities.In the current economic and social environment full of uncertainty,the peer effect provides a new way to deal with the above problems.Before making innovation decisions,enterprises will refer to the innovation decisions of their peers to mitigate the uncertain risks of innovation activities.In addition to its own characteristics and the influence of stakeholders,the behavior of peer enterprises has become an important basis for strategic decision-making.Then,will the perception of economic policy uncertainty affect the enterprise innovation peer effect?Based on the annual reports of listed enterprises from 2011 to 2021,this paper uses the text mining method to extract the specific text content of enterprise annual reports,measure the perceived degree of economic policy uncertainty,break through the assumption that enterprise decisions are mutually independent,and then explore the impact of uncertainty perception on enterprise innovation peer effect.The results show that uncertainty perception contributes to the peer effects of enterprises innovation.Mechanism analyses show that when follower enterprises with information disadvantage perceive rising economic policy uncertainty,they tend to imitate the innovation decisions of leader enterprises with information advantage,but the reverse is not true;Moreover,the worse the external information environment,the more significant the impact of uncertainty perception on the peer effects of enterprise innovation,which is in line with the expectations of information learning theory.Heterogeneity analyses show that the innovation peer effects of non-state-owned enterprises,eastern region enterprises,and high-technology firms are susceptible to the impact of perceived economic policy uncertainty.The possible marginal contributions of this paper:First,when exploring the impact of uncertainty perception on enterprises'behavioural decisions,existing studies have not taken into account the interaction between important affiliates and enterprises'behavioural decisions.Alternatively,when analysing issues related to economic policy uncertainty and enterprises investment peer effects,failure to distinguish differences in the perception of economic policy fluctuations by micro enterprises.This paper follows a rigorous logic and employs scientific methods to examine the impact of uncertainty perception on the peer effects of enterprises innovation,which to some extent expands the research boundaries of the literature related to the peer effect and economic policy uncertainty.Second,based on the theory of information learning,this paper explores the driving factors behind the influence of economic policy uncertainty perception on innovation peer effect,and opens the"black box"of imitation behavior of enterprises innovation activities.Third,we examined the heterogeneity of the impact of uncertainty perception on the innovation homogeneity effect at the levels of the nature of property rights,regions,and technological traits of industries.The relevant findings highlight the differences in learning behaviours of enterprises'innovation decision-making under the perspective of uncertainty perception,which is not only instructive for effectively resolving uncertainty shocks,but also provides useful thoughts on how enterprises can design scientific interaction strategies for innovation activities.

perception of economic policy uncertaintyenterprise innovationpeer effectsinformation learning

陈红、张航

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中南财经政法大学金融学院,湖北 武汉 430073

经济政策不确定性感知 企业创新 同群效应 信息学习

2024

经济管理
中国社会科学院工业经济研究所

经济管理

CSTPCDCSSCICHSSCD北大核心
影响因子:1.053
ISSN:1002-5766
年,卷(期):2024.46(10)