Recognizing CEO personality and its impact on business performance: Mining linguistic cues from social media

被引:38
作者
Wang, Shichao [1 ]
Chen, Xi [1 ]
机构
[1] Zhejiang Univ, Sch Management, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Upper echelons theory; CEO personality; Social media; Business performance; STRATEGIC FLEXIBILITY; FIRM PERFORMANCE; 5-FACTOR MODEL; UPPER ECHELONS; SELF-REPORTS; LEADERSHIP; STABILITY; TRAIT; DETERMINANTS; ACQUISITIONS;
D O I
10.1016/j.im.2019.103173
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Upper echelons theory suggests that CEO personality will influence organizational performance. However, difficulty in measuring CEO personality restrains related research. We capture linguistic cues CEOs leaving on social media and recognize their personality by text mining. To our knowledge, it is the first study introducing social media text mining approaches into the research stream that empirically inquires and extends upper echelons theory. Then, we investigate the CEO personality's impact on both operational and financial performance. Results show that CEO Extraversion, Emotional Stability, and Agreeableness improve Cost Efficiency and Profitability, while CEO Conscientiousness reduces them. CEO Openness to Experience negatively influences Profitability, and all facets of CEO personality improve Employee Productivity except for CEO Conscientiousness. The contribution of our research is multi-sided: (1). methodologically, we introduce a text mining approach to measure CEO personality; (2). theoretically, we provide empirical evidence for upper echelons theory; (3). practically, our results help companies evaluate CEO candidates from a personality perspective.
引用
收藏
页数:11
相关论文
共 72 条
  • [1] Aldrich H., 1979, ORG ENV
  • [2] Social network use and personality
    Amichai-Hamburger, Yair
    Vinitzky, Gideon
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 2010, 26 (06) : 1289 - 1295
  • [3] [Anonymous], 2011, CHI 11 HUM FACT COMP
  • [4] [Anonymous], 1978, The external control of organizations: A resource dependence perspective
  • [5] Exploring the Influence of CEO Extraversion and Openness to Experience on Firm Performance: The Mediating Role of Top Management Team Behavioral Integration
    Araujo-Cabrera, Yazmina
    Suarez-Acosta, Miguel A.
    Aguiar-Quintana, Teresa
    [J]. JOURNAL OF LEADERSHIP & ORGANIZATIONAL STUDIES, 2017, 24 (02) : 201 - 215
  • [6] Still stable after all these years? Personality stability theory revisited
    Ardelt, M
    [J]. SOCIAL PSYCHOLOGY QUARTERLY, 2000, 63 (04) : 392 - 405
  • [7] Relating member ability and personality to work-team processes and team effectiveness
    Barrick, MR
    Stewart, GL
    Neubert, MJ
    Mount, MK
    [J]. JOURNAL OF APPLIED PSYCHOLOGY, 1998, 83 (03) : 377 - 391
  • [8] Personality and performance at the beginning of the new millennium: What do we know and where do we go next?
    Barrick, MR
    Mount, MK
    Judge, TA
    [J]. INTERNATIONAL JOURNAL OF SELECTION AND ASSESSMENT, 2001, 9 (1-2) : 9 - 30
  • [9] Bass B. M., 1990, BASS STOGDILLS HDB L
  • [10] Latent Dirichlet allocation
    Blei, DM
    Ng, AY
    Jordan, MI
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2003, 3 (4-5) : 993 - 1022