首页> 外文期刊>Journal of intelligent & fuzzy systems: Applications in Engineering and Technology >Risk preference of top management team and the failure of technological innovation in firms-based on principal component analysis and probit regression
【24h】

Risk preference of top management team and the failure of technological innovation in firms-based on principal component analysis and probit regression

机译:基于主成分分析和概率回归的基于主成分分析和概率回归的企业技术创新失败风险

获取原文
获取原文并翻译 | 示例
获取外文期刊封面目录资料

摘要

As an important psychological feature that affects the strategic decision-making of top management team (TMT), risk preference exerts important impact on the failure of innovation. Taking Chinese pharmaceutical listed companies from 2011 to 2017 as research samples, this paper uses principal component analysis and probit regression model to empirically test the impact of TMT risk preference on technological innovation failure of firms from the perspective of government intervention. It is found that TMT's risk preference has a significantly positive impact on the failure of firms' technological innovation. The regulatory role of government intervention between TMT's risk preference and failure of firms' technological innovation is an inverted U-shaped relationship. Low or high level of government intervention will promote the positive impact of TMT's risk preference on the failure of technological innovation, and increase the risk of technological innovation failure. The findings of this study contribute to: (1) broaden the research perspective of technological innovation failure. (2) The innovation failure rate can be reduced by constructing or optimizing the TMT and the government intervening in firm innovation through reasonable and perfect technology innovation guidance policies. (3) expand the research means of innovation failure, making the results more convincing.
机译:风险偏好作为影响高层管理团队(TMT)战略决策的重要心理特征,对创新失败具有重要影响。本文以2011-2017年中国医药上市公司为研究样本,运用主成分分析和probit回归模型,从政府干预的角度实证检验了高管团队风险偏好对企业技术创新失败的影响。研究发现,高管团队的风险偏好对企业技术创新失败有显著的正向影响。政府干预对TMT风险偏好与企业技术创新失败之间的调节作用是一种倒U型关系。低水平或高水平的政府干预会促进高管团队的风险偏好对技术创新失败的积极影响,并增加技术创新失败的风险。本研究的发现有助于:(1)拓宽技术创新失败的研究视角。(2) 通过构建或优化高层管理团队,政府通过合理完善的技术创新指导政策干预企业创新,可以降低创新失败率。(3) 拓展创新失败的研究手段,使研究结果更具说服力。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号