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Economic policy uncertainty, CEO characteristics and firm R&D expenditure: a Bayesian analysis

机译:经济政策不确定性,首席执行官特色和公司研发支出:贝叶斯分析

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摘要

This paper applies a linear Bayesian regression model to study the effects of economic policy uncertainty (EPU) and Chief Executive Officer (CEO) characteristics on firm Research and Development (R&D) expenditure. We specifically analysed data from 1,163 Chinese companies listed as A-shares from 2008-2016. EPU is believed to curtail firm investments as it causes unexpected market conditions. Yet, our findings obtained with Bayesian analysis show a positive relationship between EPU and firm R&D expenditure. Specifically, we found that some CEO attributes (e.g., age, tenure and marketing/sales experience) led to a negative relationship between EPU and firm R&D expenditure, whereas other attributes (e.g., education, overseas study/work experience, product R&D experience, and process engineering experience) lead to a positive relationship. Our findings provide nuanced insights into how different CEO characteristics influence firms' R&D expenditure in a context of uncertainty.
机译:本文采用线性贝叶斯回归模型来研究经济政策不确定性(EPU)和首席执行官(CEO)特征对公司研发(研发)支出的影响。我们专门分析了2008 - 2016年作为A股上市的1,163家中国公司的数据。 EPU被认为会减少坚定的投资,因为它会导致意外的市场状况。然而,我们与贝叶斯分析获得的调查结果显示了EPU与企业研发支出之间的积极关系。具体而言,我们发现,一些首席执行官属性(例如,年龄,任期和营销/销售经验)导致EPU和公司研发支出之间的负面关系,而其他属性(例如,教育,海外学习/工作经验,产品研发经验,和过程工程经验)导致积极的关系。我们的调查结果对不同的首席执行官特征在不确定的背景下对公司的研发支出影响了不同的CEO特征。

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