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Interaction coding in leadership research: A critical review and best-practice recommendations to measure behavior 领导力研究中的互动编码:衡量行为的重要评论和最佳实践建议
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2023.101751
Amelie V. Güntner , Annika L. Meinecke , Zuva E.K. Lüders

Leadership scholars increasingly acknowledge the shortcomings of using questionnaires. Consequently, there is a trend towards more behavior-based research, with interaction coding as one promising method. By precisely analyzing recordings of leader–follower interactions, interaction coding helps quantify verbal and non-verbal behavioral patterns that unfold between leaders and their followers, thereby providing access to the behavioral dynamics that are at the core of leadership. Yet, analyzing leader–follower interactions is much less straightforward than it might appear. Bold claims like “objective data” and “actual behavior” frequently used in such studies tend to paint a somewhat tainted picture of the opportunities and challenges associated with interaction coding. To synthesize the existing empirical knowledge concerning the use of interaction coding in leadership research, we present the findings from a critical review of the current research landscape. This review highlights that questions related to observer inference, standards for observer agreement, and the validity of interaction coding are often not sufficiently addressed in empirical work. Drawing on these findings, we identify questionable research practices and juxtapose these with best-practice recommendations. Finally, we provide a discussion and outlook on how behavior-based methods can move the leadership field forward by facilitating theoretical advancements and deriving actionable guidance for practitioners.

领导力学者越来越多地认识到使用问卷调查的缺点。因此,有一种趋势是更多的基于行为的研究,交互编码是一种有前途的方法。通过精确分析领导者与追随者互动的记录,互动编码有助于量化领导者与追随者之间展开的语言和非语言行为模式,从而提供了通往领导力核心行为动力学的途径。然而,分析领导者与追随者之间的互动远没有看上去那么简单。在这类研究中经常使用的“客观数据”和“实际行为”等大胆的说法,往往会给与交互编码相关的机遇和挑战描绘出一幅不太真实的图景。为了综合现有的关于在领导力研究中使用交互编码的经验知识,我们提出了对当前研究前景的批判性回顾的结果。这篇综述强调了与观察者推断、观察者协议标准和交互编码的有效性相关的问题在实证工作中往往没有得到充分的解决。根据这些发现,我们确定有问题的研究实践,并将其与最佳实践建议并列。最后,我们对基于行为的方法如何通过促进理论进步和为实践者提供可操作的指导来推动领导领域向前发展进行了讨论和展望。
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引用次数: 1
Putting leader (follower) behavior back into transformational leadership: A theoretical and empirical course correction 将领导者(追随者)行为重新纳入变革型领导力:理论与实证的方向修正
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2022.101632
George Stock , George C. Banks , E. Nicole Voss , Scott Tonidandel , Haley Woznyj

Despite a tremendous amount of research on the topic, we still have little evidence regarding the extent to which transformational leader behaviors (TLBs) cause a number of outcomes. The primary inhibitors include a lack of theoretical precision, the conflation of leader (follower) behaviors with evaluations, as well as measurement and design issues which prevent causal inferences. To address such concerns, we reframe the transformational leadership literature from a signaling theory perspective. Study 1 reviewed existing definitions of transformational leadership. Building on this, we introduce a new definition of TLB: Leader signaling through developmental and prosocial behaviors tailored for each unique stakeholder (e.g., person, dyad, group, organization). Leveraging topic modeling, Study 2 involved the analysis of open-ended survey responses. Using a constant comparative approach, six TLBs were identified: 1. teaching life lessons, 2. introduction to developmental opportunities, 3. providing different perspectives, 4. seeking different perspectives, 5. questioning critical assumptions, and 6. speaking words of affirmation. Studies 3 and 4 were preregistered experiments that showed TLBs cause variation in follower evaluations of the leader as transformational (n = 416; Cohen’s d = .50) and contributions to a public good (n = 320; Cohen’s d = .36), respectively. We conclude with recommendations for theory and practice.

尽管对这一主题进行了大量的研究,但我们仍然很少有证据表明变革型领导者行为(tlb)在多大程度上导致了一些结果。主要的抑制因素包括缺乏理论精确性,将领导者(追随者)行为与评估混为一谈,以及防止因果推论的测量和设计问题。为了解决这些问题,我们从信号理论的角度重新构建变革型领导的文献。研究1回顾了现有的变革型领导的定义。在此基础上,我们引入了TLB的新定义:领导者通过为每个独特的利益相关者(如个人、二人、团体、组织)量身定制的发展和亲社会行为发出信号。利用主题建模,研究2涉及对开放式调查结果的分析。使用恒定的比较方法,确定了六个tlb: 1。传授人生经验;3.发展机会介绍;提供不同的视角;寻求不同的观点;6.质疑批判性假设。说肯定的话。研究3和4是预先注册的实验,表明tlb会导致追随者对领导者的变革评价发生变化(n = 416;科恩的d = 0.50)和对公共产品的贡献(n = 320;Cohen’s d = 0.36)。最后对理论和实践提出建议。
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引用次数: 10
Fifty years of research on leader communication: What we know and where we are going 领导者沟通研究五十年:我们的认识和未来
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2023.101734
Evita Huaiching Liu , Cassandra R. Chambers , Celia Moore

One of the most important things leaders do is communicate. Though research on leaders’ communication has been active for half a century, to date there has been little effort to review it comprehensively and systematically. In this paper we review 260 articles that use leaders’ actual communication (textual, aural, and video) as data. We group these studies into four broad categories as a function of whether they focus on the (1) content and style, (2) antecedents, or (3) outcomes of leader communication, or (4) use leaders’ communication data to infer leader attributes that are unrelated to communication. We document how empirical methodologies to analyze verbal and nonverbal communication have advanced over time, with early labor-intensive coding methods joined by more automatic and computer-based approaches, including Machine Learning. We conclude by discussing how this research has extended and enriched dominant leadership theories and suggest future opportunities for studies that use leader communication as a focal construct or input.

领导者要做的最重要的事情之一就是沟通。尽管对领导者沟通的研究已经活跃了半个世纪,但迄今为止,很少有人对其进行全面、系统的考察。在本文中,我们回顾了260篇以领导者的实际沟通(文本、音频和视频)为数据的文章。我们将这些研究分为四大类,根据它们是否关注(1)内容和风格,(2)前因式,或(3)领导者沟通的结果,或(4)使用领导者沟通数据来推断与沟通无关的领导者属性。我们记录了分析语言和非语言交流的经验方法是如何随着时间的推移而发展的,早期的劳动密集型编码方法加入了更多的自动化和基于计算机的方法,包括机器学习。最后,我们讨论了这项研究如何扩展和丰富了主导领导理论,并提出了将领导者沟通作为重点结构或输入的研究的未来机会。
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引用次数: 1
Eye gaze and visual attention as a window into leadership and followership: A review of empirical insights and future directions 眼睛注视和视觉注意力是了解领导力和追随者的窗口:经验见解与未来方向综述
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2022.101654
Joey T. Cheng , Fabiola H. Gerpott , Alex J. Benson , Berno Bucker , Tom Foulsham , Tessa A.M. Lansu , Oliver Schülke , Keiko Tsuchiya

Illuminating the nature of leadership and followership requires insights into not only how leaders and followers behave, but also the different cognitions that underpin these social relationships. We argue that the roots of leader and follower roles and status asymmetries often lie in basic mental processes such as attention and visual perception. To understand not only how but also why leaders’ and followers’ behavioral patterns vary, we focus here on underpinning attentional processes that often drive rank-based behaviors. Methodologically, this focus on basic attentional and perceptual processes lessens the reliance on self-report and questionnaire-based data, and expands our scientific understanding to actual, real-world leadership dynamics. Here, we review the available evidence indicating that leaders and followers differ in whether and how they receive, direct, and pay visual attention. Our review brings together diverse empirical evidence from organization science, primatology, and social, developmental, and cognitive psychology on eye gaze, attention, and status in adults, children, and non-human primates. Based on this review of the cross-disciplinary literature, we propose future directions and research questions that this attention-based approach can generate for illuminating the puzzle of leadership and followership.

阐明领导和追随者的本质不仅需要洞察领导者和追随者的行为方式,还需要洞察支撑这些社会关系的不同认知。我们认为,领导者和追随者角色和地位不对称的根源往往在于基本的心理过程,如注意力和视觉感知。为了理解领导者和追随者的行为模式是如何变化的,以及为什么会发生变化,我们在这里关注的是驱动基于等级的行为的基本注意力过程。在方法论上,这种对基本注意力和感知过程的关注减少了对自我报告和基于问卷的数据的依赖,并将我们的科学理解扩展到实际的、现实世界的领导动态。在这里,我们回顾了现有的证据,表明领导者和追随者在是否以及如何接受、引导和支付视觉注意力方面存在差异。我们的综述汇集了来自组织科学、灵长类学、社会、发展和认知心理学的各种经验证据,这些证据涉及成人、儿童和非人灵长类动物的眼睛注视、注意力和地位。基于对跨学科文献的回顾,我们提出了未来的方向和研究问题,这种基于注意力的方法可以产生,以阐明领导和追随的困惑。
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引用次数: 7
Where is “behavior” in organizational behavior? A call for a revolution in leadership research and beyond 组织行为学中的 "行为 "在哪里?呼吁领导力研究及其他领域的革命
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2021.101581
George C. Banks , Haley M. Woznyj , Claire A. Mansfield

Behaviors can be characterized as “the internally coordinated responses (actions or inactions) of whole living organisms (individuals or groups) to internal and/or external stimuli.” (Levitis et al., 2009). The study of behavior is a critical component of theory advancement in the area of leadership. Yet, a large number of leadership studies conflate behavioral and nonbehavioral concepts. First, our manuscript offers a theoretical discussion of why the absence of research on behavior is a growing concern for the advancement of theory in leadership. Evidence from a systematic review (k = 214) indicates that of 2338 variables only 3% are behavioral in nature (19% of studies include at least one behavioral measure). Second, we present a framework of behavior to better distinguish leader (follower) behaviors from other concepts. Finally, we provide a set of methodological recommendations to ensure alignment between theoretical conceptualizations and methodological choices.

行为可以被描述为“整个生物体(个体或群体)对内部和/或外部刺激的内部协调反应(行动或不作为)。”(Levitis et al., 2009)。行为研究是领导理论发展的重要组成部分。然而,大量的领导力研究混淆了行为和非行为的概念。首先,我们的手稿提供了一个理论讨论,为什么缺乏对行为的研究是一个日益关注的领导理论的进步。来自系统评价的证据(k = 214)表明,在2338个变量中,只有3%本质上是行为的(19%的研究至少包括一个行为测量)。其次,我们提出了一个行为框架,以便更好地将领导者(追随者)行为与其他概念区分开来。最后,我们提供了一套方法建议,以确保理论概念化和方法选择之间的一致性。
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引用次数: 33
Charisma in the gig economy: The impact of digital leadership and communication channels on performance 工作经济中的魅力:数字领导力和沟通渠道对绩效的影响
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2022.101631
Petra Nieken

Remote and gig work is prevalent in today’s labor market and calls for skilled digital leaders. Signaling charisma using charismatic-leadership-tactics (CLTs) to increase follower performance works in face-to-face communication. However, technology-mediated communication reduces the signaling opportunities, thereby calling the effectiveness of charismatic signaling into question. In Study 1, I conducted a large field experiment investigating the impact of charismatic signaling (neutral or charisma) and the chosen communication channel (text, audio, video), on follower performance in the gig economy. Video messages led to lower output than text or audio communication in the neutral set-up. In contrast, the output was not significantly different between the communication channels in the charisma set-ups. The data revealed a positive interaction between video communication and CLT presence. The charismatic video led to higher output than the neutral video indicating that leaders need to deliver a coherent picture, especially when using the video channel. In Study 2, I investigated if traditional questionnaires (MLQ) measuring perceived charisma and unrelated participants’ forecasts predict Study 1′s outcomes. Although CLT presence led to higher scores in perceived charisma, follower performance was not predicted by the scores. Thus, the MLQ is not an appropriate instrument for predicting follower behavior.

远程和零工工作在当今的劳动力市场上很普遍,需要熟练的数字领导者。利用魅力型领导策略(CLTs)发出魅力信号,提高追随者在面对面沟通中的表现。然而,以技术为媒介的沟通减少了发信号的机会,从而使魅力型信号的有效性受到质疑。在研究1中,我进行了一个大型现场实验,调查魅力信号(中性或魅力)和选择的沟通渠道(文本,音频,视频)对零工经济中追随者绩效的影响。在中性设置中,视频信息导致的输出比文本或音频通信低。相比之下,在魅力设置的沟通渠道之间的输出没有显著差异。数据显示视频交流与CLT存在之间存在正交互作用。魅力视频的产出高于中性视频,这表明领导者需要提供连贯的画面,尤其是在使用视频渠道时。在研究2中,我调查了传统问卷(MLQ)测量感知魅力和无关参与者的预测是否预测研究1的结果。虽然CLT的存在导致了更高的感召力得分,但分数并不能预测追随者的表现。因此,MLQ不是预测追随者行为的合适工具。
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引用次数: 5
Leadership science beyond questionnaires 超越问卷的领导科学
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2023.101752
Thomas Fischer , Donald C. Hambrick , Gwendolin B. Sajons , Niels Van Quaquebeke

Our field has lost its way. Leadership is what people do in order to influence others so that the others can and will contribute to the objectives of the collective. And yet, when looking at recent leadership research, the “what people do” – the behavioral elements as shown in true actions and choices – are almost completely absent. They have been replaced by evaluative surveys that tend to have tenuous links to reality and correspondingly limited policy implications. If our discipline is to advance as a science and achieve impact, we need to move beyond the ritualized use of questionnaires and become true behavioral scientists, with behaviors as the fundamental units of our understanding. Against this background, in this editorial we discuss the theoretical, operational, and empirical limitations of questionnaires for studying leadership. We then highlight examples of how researchers can better measure leadership as behaviors, as well as antecedents and consequences of those behaviors. We synthesize the discussion and offer concrete recommendations to help our discipline become what it is supposed to be: A science that people look to in order to find actionable guidance for improving their leadership.

我们的领域已经迷失了方向。领导力是人们为了影响他人所做的事情,从而使他人能够并愿意为集体的目标做出贡献。然而,纵观最近的领导力研究,"人们的所作所为"--真实行动和选择所体现的行为要素--几乎完全缺失。取而代之的是评价性调查,这些调查往往与现实联系不紧密,相应的政策影响也很有限。如果我们的学科要作为一门科学向前发展并产生影响,我们就需要超越对调查问卷的仪式化使用,成为真正的行为科学家,将行为作为我们理解的基本单位。在此背景下,我们在这篇社论中讨论了调查问卷在研究领导力方面的理论、操作和经验局限性。然后,我们举例说明研究人员如何才能更好地测量领导力行为,以及这些行为的前因后果。我们将对讨论进行总结,并提出具体建议,以帮助我们的学科成为一门应有的学科:成为一门科学,让人们在提高领导力的过程中找到可行的指导。
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引用次数: 0
Measuring behaviors counterfactually 反事实地衡量行为
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-12-01 DOI: 10.1016/j.leaqua.2023.101750
Thomas Fischer

More and more scholars are expressing doubt about whether questionnaire-based and other human-rater-based forms of behavior measurement are trustworthy, even though many of these measures meet psychometric best practice standards. I identify a lack of behavioral counterfactuals as common yet avoidable underlying problem and the existence of behavioral counterfactuals as an overlooked validity criterion. When behavioral counterfactuals exist, variation in item responses indicates variation in the presence, magnitude, or temporal unfolding of behaviors. By contrast, responses to non-counterfactual items and measures represent an indefinite mix of behavioral variation and variation in raters’ evaluation of the social significance of behaviors. I offer a typology of behaviorally non-counterfactual item formulations and conduct a large-scale review that identifies non-counterfactual item formulations as a severe and widespread problem that has intensified in recent decades. Such non-counterfactual measurement undermines the correctness of research findings and the clarity of action recommendations for managers. Using the stylized example of helpful and harmful leadership, I illustrate how non-counterfactual measures can gain erroneous empirical support and provide flawed as well as opaque “information” about effective leadership behavior. To reinvigorate research, I provide recommendations for ensuring behavioral counterfactuals, for example, through better questionnaires and coding schemes, experimentation, and technology-based measurement.

越来越多的学者对基于问卷和其他基于评分者的行为测量形式是否值得信赖表示怀疑,尽管其中许多测量符合心理测量最佳实践标准。我认为缺乏行为反事实是一个常见但可以避免的根本问题,而行为反事实的存在是一个被忽视的有效性标准。当行为反事实存在时,项目反应的变化表明行为的存在、程度或时间展开的变化。相比之下,对非反事实项目和措施的反应代表了行为变化和评分者对行为社会意义评估的变化的不确定混合。我提供了一种行为上非反事实项目公式的类型学,并进行了一项大规模的综述,将非反事实项公式确定为一个严重而普遍的问题,近几十年来愈演愈烈。这种非反事实的衡量方法破坏了研究结果的正确性和管理者行动建议的清晰性。使用有益和有害领导的程式化例子,我说明了非反事实措施如何获得错误的经验支持,并提供关于有效领导行为的有缺陷和不透明的“信息”。为了重振研究,我提供了确保行为反事实的建议,例如,通过更好的问卷和编码方案、实验和基于技术的测量。
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引用次数: 1
Regulation and the trickle-down effect of women in leadership roles 妇女担任领导职务的监管和涓滴效应
IF 9.1 1区 管理学 Q1 MANAGEMENT Pub Date : 2023-07-25 DOI: 10.1016/j.leaqua.2023.101721

We use an event study design to provide evidence demonstrating how the trickle-down effect is influenced by the introduction of regulation on board gender diversity. In 2011, a new regulation was suddenly introduced for firms listed on the United Kingdom’s FTSE 350 index, the regulatory intervention put forward recommendations to increase the representation of women on the boards of FTSE 350 listed firms – the most critical recommendation was a voluntary target of having twenty-five percent of board positions held by women. We argue this change in regulation represents an exogenous shock, we utilize this shock to investigate how regulation influences the trickle-down of women’s representation from board level to senior management. We find evidence of a positive relationship between women on boards and women’s representation in senior management during the pre-regulation era – otherwise referred to as the trickle-down effect. However, the introduction of regulation had the unintended consequence of weakening the relationship between women on boards and women in senior management. Our results suggest that the trickle-down effect varies between different contexts and settings. We discuss the implications for research and practice.

我们利用事件研究设计提供证据,说明涓滴效应是如何受到有关董事会性别多元化法规的影响的。2011 年,针对英国富时 350 指数上市公司突然出台了一项新法规,该法规提出了增加富时 350 上市公司董事会中女性代表比例的建议,其中最关键的建议是设定女性占董事会职位 25% 的自愿目标。我们认为法规的变化代表了一种外生冲击,我们利用这种冲击来研究法规如何影响从董事会到高级管理层的女性代表涓滴效应。我们发现有证据表明,在前监管时代,董事会中的女性与高级管理层中的女性代表之间存在正相关关系--也就是所谓的涓滴效应。然而,监管的引入产生了意想不到的后果,即削弱了董事会中的女性与高级管理层中的女性之间的关系。我们的研究结果表明,涓滴效应因环境和背景的不同而不同。我们将讨论其对研究和实践的影响。
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引用次数: 0
Emergence of shared leadership networks in teams: An adaptive process perspective 团队中共享领导网络的出现:适应性过程视角
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2022-12-01 DOI: 10.1016/j.leaqua.2021.101588
Ning Xu , Hamed Ghahremani , G. James Lemoine , Paul E. Tesluk

Adaptive leadership theory suggests that shared leadership networks grow in a complex manner. We propose that leadership decentralization (the dispersion of leadership), leadership density (the total amount of leadership), and situationally-aligned leadership (SAL: leadership transitions to those who fit situation requirements) are distinct aspects of a shared leadership network and should be examined together to capture the development of shared leadership process. Through a study of 450 participants in 90 teams, we find that each of these three aspects of shared leadership plays a different role during shared leadership network emergence. Specifically, transactive memory systems (TMS) contribute to decentralized leadership structures, which in turn precipitate more dense leadership networks. We also find that TMS contributes to the most situationally aligned team member engaging in leadership. Both leadership density and SAL predict team performance. We discuss the theoretical and practical implications of these results.

适应性领导理论认为,共享领导网络以一种复杂的方式成长。我们提出,领导力分散化(领导力的分散)、领导力密度(领导力的总量)和情境一致性领导力(SAL:领导力向符合情境要求的人过渡)是共享领导力网络的不同方面,应该一起进行研究,以捕捉共享领导力过程的发展。通过对90个团队的450名参与者的研究,我们发现共享领导的这三个方面在共享领导网络产生过程中各自发挥着不同的作用。具体而言,交互记忆系统(TMS)有助于分散的领导结构,这反过来又沉淀了更密集的领导网络。我们还发现,经颅磁刺激有助于最符合情境的团队成员参与领导。领导密度和SAL都能预测团队绩效。我们讨论了这些结果的理论和实践意义。
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引用次数: 8
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Leadership Quarterly
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