Intelligent Behaviour Analytics: A Novel Framework for Effective Leadership Style Transitioning

Stephen Johnson, Adam Crizzle, Katharine Lam, Louise Toner, Ryan Marcovich, Paul Coulter
{"title":"Intelligent Behaviour Analytics: A Novel Framework for Effective Leadership Style Transitioning","authors":"Stephen Johnson, Adam Crizzle, Katharine Lam, Louise Toner, Ryan Marcovich, Paul Coulter","doi":"10.34190/ecmlg.19.1.1918","DOIUrl":null,"url":null,"abstract":"The last three decades saw a reliance on the use of personality tests by businesses and organisations trying to gain a competitive advantage in the market through avenues such as recruitment, team building, leadership development and culture alignment. The commissioning of early 20th Century personality models such as DISC and Myers-Briggs are claimed to provide valuable insights and benefits in various aspects of the employment process. They have however been controversially debated in the academic community due to issues surrounding validity and reliability. Discussions concerning leadership styles and leaders responsible for managing employees, are similarly indeterminate despite being subject to extensive research and analysis for many decades. Academics have yet to provide a comprehensive explanation of the holistic mechanisms underlying effective leadership. Instead, they have argued over factors such as a leader’s traits, attributes, power relations or unidimensional versus collaborative models of engaging a work force. Current leadership theory literature demonstrates a paucity of leader self-understanding and self-reflection. We consider these two attributes as fundamental qualities of effective leadership, whereby an individual can transform and enhance their use of any leadership style. In this paper, we propose an advanced 21st Century solution that leverages the Intelligent Behaviour Analytics (IBA) framework, incorporating a deep and more effective understanding of leaders and their ability to transition between different leadership styles. Additionally, this framework offers methods for transitioning to more effective leadership styles based on situational requirements and takes into account a leader’s own emotional and behavioural registers. This approach offers a structured opportunity for leaders to identify any biases, understand the reasons that these may develop and furthermore, evaluate the efficacy of their own behavioural traits and the way they, as individuals interact, manage and lead a team. The IBA framework is a multi-stage, holistic approach that proposes to improve performance metrics, organisational culture, business outcomes and increased wellbeing.","PeriodicalId":496514,"journal":{"name":"European Conference on Management, Leadership and Governance","volume":"21 11","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Conference on Management, Leadership and Governance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34190/ecmlg.19.1.1918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The last three decades saw a reliance on the use of personality tests by businesses and organisations trying to gain a competitive advantage in the market through avenues such as recruitment, team building, leadership development and culture alignment. The commissioning of early 20th Century personality models such as DISC and Myers-Briggs are claimed to provide valuable insights and benefits in various aspects of the employment process. They have however been controversially debated in the academic community due to issues surrounding validity and reliability. Discussions concerning leadership styles and leaders responsible for managing employees, are similarly indeterminate despite being subject to extensive research and analysis for many decades. Academics have yet to provide a comprehensive explanation of the holistic mechanisms underlying effective leadership. Instead, they have argued over factors such as a leader’s traits, attributes, power relations or unidimensional versus collaborative models of engaging a work force. Current leadership theory literature demonstrates a paucity of leader self-understanding and self-reflection. We consider these two attributes as fundamental qualities of effective leadership, whereby an individual can transform and enhance their use of any leadership style. In this paper, we propose an advanced 21st Century solution that leverages the Intelligent Behaviour Analytics (IBA) framework, incorporating a deep and more effective understanding of leaders and their ability to transition between different leadership styles. Additionally, this framework offers methods for transitioning to more effective leadership styles based on situational requirements and takes into account a leader’s own emotional and behavioural registers. This approach offers a structured opportunity for leaders to identify any biases, understand the reasons that these may develop and furthermore, evaluate the efficacy of their own behavioural traits and the way they, as individuals interact, manage and lead a team. The IBA framework is a multi-stage, holistic approach that proposes to improve performance metrics, organisational culture, business outcomes and increased wellbeing.
智能行为分析:有效领导风格转变的新框架
过去三十年,企业和组织试图通过招聘、团队建设、领导力发展和文化契合等途径在市场上获得竞争优势,对性格测试的使用产生了依赖。20世纪早期的人格模型,如DISC和Myers-Briggs,据称在就业过程的各个方面提供了有价值的见解和好处。然而,由于有效性和可靠性的问题,它们在学术界一直存在争议。关于领导风格和负责管理员工的领导者的讨论,同样是不确定的,尽管经过了几十年的广泛研究和分析。学者们尚未对有效领导的整体机制提供全面的解释。相反,他们争论的是领导者的特质、属性、权力关系,或者是员工参与的单一性与合作性模式。当前的领导理论文献表明,领导者缺乏自我理解和自我反思。我们认为这两个属性是有效领导的基本品质,因此个人可以改变和增强他们对任何领导风格的使用。在本文中,我们提出了一种先进的21世纪解决方案,利用智能行为分析(IBA)框架,结合对领导者及其在不同领导风格之间转换的能力的深入和更有效的理解。此外,该框架还提供了基于情境要求向更有效的领导风格过渡的方法,并考虑到领导者自己的情绪和行为记录。这种方法为领导者提供了一个结构化的机会,以识别任何偏见,了解这些偏见可能发展的原因,进一步评估他们自己的行为特征的有效性,以及他们作为个人互动、管理和领导团队的方式。IBA框架是一个多阶段、整体的方法,旨在改善绩效指标、组织文化、业务成果和提高幸福感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信