Relationship between CEO Characteristics and Start-up's Strategic Inertia:Evidence from C4.5 Decision Tree
Chen Xiaolin1,Liu Yeshen2,Song Zhe2
(1.School of Marketing & Logistics Management, Nanjing University of Finance & Economics, Nanjing 210023,China;2.Business School ,Nanjing University, Nanjing 210093,China)
[1] ZUZUL T, TRIPSAS M.Start-up inertia versus flexibility:the role of founder identity in a nascent industry[J].Administrative Science Quarterly, 2020, 65(2):395-433. [2] BREMNER R P, EISENHARDT K M.Experimentation, bottlenecks, and organizational form:Innovation and growth in the nascent drone industry.[J].Working paper, Stanford University, 2018:60. [3] MCDONALD R M, EISENHARDT K M.Parallel play:startups, nascent markets, and effective business-model design[J].Administrative Science Quarterly, 2020, 65(2):483-523. [4] NADKARNI S, HERRMANN P.CEO personality, strategic flexibility, and firm performance:the case of the indian business process outsourcing industry[J].Academy of Management Journal, 2010, 53(5):1050-1073. [5] LI J J, POPPO L, ZHOU K Z.Do managerial ties in China always produce value? competition, uncertainty, and domestic vs.foreign firms[J].Strategic Management Journal, 2008, 29(4):383-400. [6] RAJAGOPALAN N, SPREITZER G M.Toward a theory of strategic change:a multi-lens perspective and integrative framework[J].Academy of management review, 1997, 22(1): 48-79. [7] 连燕玲, 贺小刚.CEO开放性特征、战略惯性和组织绩效——基于中国上市公司的实证分析[J].管理科学学报, 2015, 18(1):1-19. [8] 周中胜, 贺超, 韩燕兰.高管海外经历与企业并购绩效:基于“海归”高管跨文化整合优势的视角[J].会计研究, 2020(8):64-76. [9] 何瑛, 于文蕾, 杨棉之.CEO复合型职业经历、企业风险承担与企业价值[J].中国工业经济, 2019,36(9):155-173. [10] KIM E H, LU Y.CEO ownership, external governance, and risk-taking[J].Journal of Financial Economics, 2011, 102(2):272-292. [11] 刘孟飞.银行高管薪酬与风险承担[J].经济管理, 2020, 42(12):132-150. [12] 陆瑶, 张叶青, 黎波, 等.高管个人特征与公司业绩——基于机器学习的经验证据[J].管理科学学报, 2020, 23(2):120-140. [13] 吴伟伟, 张天一.非研发补贴与研发补贴对新创企业创新产出的非对称影响研究[J].管理世界, 2021, 37(3):137-160,10. [14] HININGS C.The dynamics of strategic change[M].Oxford； New York:Blackwell Pub, 1988. [15] 蓝海林, 张明, 宋铁波.“摸着石头过河”:动态与复杂环境下企业战略管理的新诠释[J].管理学报, 2019, 16(3):317-324. [16] HANNAN M T, FREEMAN J.Structural inertia and organizational change.[J].American Sociological Review, 1984, 49:149-164. [17] GREVE H R.Positional rigidity:low performance and resource acquisition in large and small firms.[J].Strategic Management Journal, 2011, 32(1):103-114. [18] SORENSEN J B, STUART T E.Aging, obsolescence, and organizational innovation[J].Administrative Science Quarterly, 2000, 45(1):81-112. [19] FACCIO M, MARCHICA M T, MURA R.Large shareholder diversification and corporate risk-taking[J].Review of Financial Studies, 2011, 24(11):3601-3641. [20] SERFLING M A.CEO age and the riskiness of corporate policies[J].Journal of Corporate Finance, 2014, 25:251-273. [21] 董静, 邓浩然, 赵国振.CEO超额薪酬与战略变革——基于行为代理理论的研究[J].经济管理, 2020, 42(10):137-155. [22] 鲁桂华, 潘柳芸.高管学术经历影响股价崩盘风险吗[J].管理评论, 2021, 33(4):259-270. [23] GOW I D, KAPLAN S N, LARCKER D F, et al.CEO personality and firm policies[R].National Bureau of Economic Research, 2016. [24] MULLAINATHAN S, SPIESS J.Machine learning:an applied econometric approach[J].Journal of Economic Perspectives, 2017, 31(2):87-106. [25] 刘斌, 迟健心, 季侃.董事会“内部控制专业胜任能力”重要吗——基于文本分析和机器学习的经验证据[J/OL].南开管理评论:1-22[2023-06-21].http://kns.cnki.net/kcms/detail/12.1288.f.20211112.0905.002.html. [26] BAKER T, MINER A S, EESLEY D T.Improvising firms:bricolage, account giving and improvisational competencies in the founding process[J].Research Policy, 2003, 32(2):255-276. [27] RAJAGOPALAN N, SPREITZER G M.Towards a theory of strategic change:a multi-lens perspective and integrative framework[C]//Academy of management proceedings. Briarcliff Manor, NY 10510: Academy of Management, 1996, 1996(1): 51-55. [28] 曾春华, 杨兴全.多元化经营、财务杠杆与过度投资[J].审计与经济研究, 2012, 27(6):83-91. [29] DECOSTER J, ISELIN A-M R, GALLUCCI M.A conceptual and empirical examination of justifications for dichotomization.[J].Psychological Methods, 2009, 14(4):349-366. [30] SAMBASIVAN N, KAPANIA S, HIGHFILL H, et al.Everyone wants to do the model work, not the data work:data cascades in high-stakes AI[C]//Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems.Yokohama Japan:ACM, 2021:1-15. [31] DECOSTER J, GALLUCCI M, ISELIN A-M R.Best Practices for using median splits, artificial categorization, and their continuous alternatives[J].Journal of Experimental Psychopathology, 2011, 2(2):197-209. [32] WU X, KUMAR V, ROSS QUINLAN J, et al.Top 10 algorithms in data mining[J].Knowledge and Information Systems, 2008, 14(1):1-37. [33] RODRIGUEZ J D, PEREZ A, LOZANO J A.Sensitivity analysis of k-fold cross validation in prediction error estimation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(3):569-575. [34] HASTIE T, TIBSHIRANI R, FRIEDMAN J.The elements of statistical learning:data mining, inference, and prediction, second edition[M].New York, NY:Springer, 2016. [35] 邓娜.企业激励机制与经营绩效的实证检验[J].统计与决策, 2016,32(12):183-185.
