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"I know you are, but what am I?" Profiling cyberbullying based on charged language “我知道你是,但我是什么?”基于冒犯性语言的网络欺凌分析
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-02-07 DOI: 10.1007/s10588-022-09360-5
S. Ho, Wenyi Li
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引用次数: 2
Sensitivity analysis of agent-based models: a new protocol 基于智能体模型的敏感性分析:一种新方案
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-11 DOI: 10.1007/s10588-021-09358-5
Emanuele Borgonovo, Marco Pangallo, Jan Rivkin, Leonardo Rizzo, Nicolaj Siggelkow

Agent-based models (ABMs) are increasingly used in the management sciences. Though useful, ABMs are often critiqued: it is hard to discern why they produce the results they do and whether other assumptions would yield similar results. To help researchers address such critiques, we propose a systematic approach to conducting sensitivity analyses of ABMs. Our approach deals with a feature that can complicate sensitivity analyses: most ABMs include important non-parametric elements, while most sensitivity analysis methods are designed for parametric elements only. The approach moves from charting out the elements of an ABM through identifying the goal of the sensitivity analysis to specifying a method for the analysis. We focus on four common goals of sensitivity analysis: determining whether results are robust, which elements have the greatest impact on outcomes, how elements interact to shape outcomes, and which direction outcomes move when elements change. For the first three goals, we suggest a combination of randomized finite change indices calculation through a factorial design. For direction of change, we propose a modification of individual conditional expectation (ICE) plots to account for the stochastic nature of the ABM response. We illustrate our approach using the Garbage Can Model, a classic ABM that examines how organizations make decisions.

基于agent的模型(ABMs)在管理科学中的应用越来越广泛。虽然有用,但ABMs经常受到批评:很难辨别为什么它们会产生这样的结果,以及其他假设是否会产生类似的结果。为了帮助研究人员解决这些批评,我们提出了一种系统的方法来进行ABMs的敏感性分析。我们的方法处理了一个可能使敏感性分析复杂化的特征:大多数ABMs包括重要的非参数元素,而大多数敏感性分析方法仅针对参数元素设计。该方法通过确定敏感性分析的目标,从绘制出ABM的元素,到指定分析的方法。我们关注敏感性分析的四个共同目标:确定结果是否稳健,哪些因素对结果的影响最大,因素如何相互作用以形成结果,以及当因素变化时结果的方向。对于前三个目标,我们建议通过析因设计组合随机有限变化指数计算。对于变化的方向,我们提出了对个体条件期望(ICE)图的修改,以解释ABM响应的随机性。我们使用垃圾桶模型来说明我们的方法,这是一个经典的ABM模型,用于检查组织如何做出决策。
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引用次数: 15
Searching for explanations: testing social scientific methods in synthetic ground-truthed worlds 寻找解释:在合成的基于事实的世界中测试社会科学方法
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-10 DOI: 10.1007/s10588-021-09353-w
A. Schmidt, C. Cameron, Corey Lowman, Joshua Brulé, Amruta J. Deshpande, S. A. Fatemi, Vladimir Barash, Ariel M. Greenberg, Cash Costello, E. Sherman, Rohit Bhattacharya, Liz McQuillan, Alexander Perrone, Yanni Kouskoulas, Clayton Fink, June Zhang, I. Shpitser, M. Macy
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引用次数: 3
Cultural Evolution Theory and Organizations 文化进化理论与组织
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877211069141
Francisco Brahm, Joaquin Poblete
Fully explaining organizational phenomena requires exploring not only “how” a phenomenon works – i.e., the details of its internal structure and mechanisms – but also “why” the phenomenon is present in the first place – i.e., explaining its origins and the ultimate reasons for its existence. The latter is particularly important for central questions in organizational research such as the nature of organizations, the evolution of organizational culture, or the origin of organizational capabilities. In this article, we propose that cultural evolution theory (CET) can be usefully applied to organizational scholarship to pursue such “origin” questions. CET has adapted ideas and methods from evolutionary biology to successfully explain the evolution of culture in human societies, exploring the origins of various social phenomena such as religion, technological progress, large-scale cooperation, and cross-cultural psychological variation. We elaborate how CET can be also applied to understand the evolution and origin of important organizational phenomena. We discuss how CET provides ultimate explanations using micro-evolutionary formal models and deploying macro-evolutionary tools for empirical analysis. We provide a detailed application of these ideas to explain the origin of productive organizations (e.g., firms, partnerships, guilds). We also propose several avenues for future research; in particular, we explore how CET can serve as an overarching theoretical framework that helps integrate the myriad of theories that explain how organizations operate and evolve.
充分解释组织现象不仅需要探索现象“如何”工作-即其内部结构和机制的细节-而且还需要首先探索现象“为什么”存在-即解释其起源和其存在的最终原因。后者对于组织研究中的核心问题尤其重要,如组织的性质、组织文化的演变或组织能力的起源。在本文中,我们提出文化进化理论(CET)可以有效地应用于组织学术,以追求这些“起源”问题。CET采用进化生物学的思想和方法成功地解释了人类社会文化的进化,探索了各种社会现象的起源,如宗教、技术进步、大规模合作和跨文化心理变异。我们详细阐述了CET如何也可以应用于理解重要组织现象的演变和起源。我们讨论了CET如何使用微观进化形式模型和部署宏观进化工具进行实证分析来提供最终解释。我们提供了这些思想的详细应用,以解释生产性组织(如公司、合伙企业、行会)的起源。我们还提出了未来研究的几个途径;特别是,我们探索CET如何作为一个总体理论框架,帮助整合无数解释组织如何运作和发展的理论。
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引用次数: 1
ReOpen demands as public health threat: a sociotechnical framework for understanding the stickiness of misinformation. 作为公共卫生威胁的再开放需求:了解错误信息粘性的社会技术框架。
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 Epub Date: 2021-08-10 DOI: 10.1007/s10588-021-09339-8
Francesca Bolla Tripodi

In the absence of a national, coordinated, response to COVID-19, state and local representatives had to create and enforce individualized plans to protect their constituents. Alongside the challenge of trying to curb the virus, public health officials also had to contend with the spread of false information. This problematic content often contradicted safeguards, like masks, while promoting unverified and potentially lethal treatments. One of the most active groups denying the threat of COVID is The Reopen the States Movement. By combining qualitative content analysis with ethnographic observations of public ReOpen groups on Facebook, this paper provides a better understanding of the central narratives circulating among ReOpen members and the information they relied on to support their arguments. Grounded in notions of individualism and self-inquiry, members sought to reinterpret datasets to downplay the threat of COVID and suggest public safety workarounds. When the platform tried to flag problematic content, lack of institutional trust had members doubting the validity of the fact-checkers, highlight the tight connection between misinformation and epistemology.

由于没有针对 COVID-19 的全国性协调应对措施,各州和地方代表不得不制定并实施个性化计划来保护他们的选民。在努力遏制病毒的同时,公共卫生官员还必须应对虚假信息的传播。这些有问题的内容往往与口罩等保障措施相矛盾,同时宣传未经证实且可能致命的治疗方法。否认 COVID 威胁的最活跃团体之一是 "重新开放各州运动"(The Reopen the States Movement)。通过将定性内容分析与对 Facebook 上 ReOpen 公共群组的人种学观察相结合,本文有助于更好地理解在 ReOpen 成员中流传的核心叙事以及他们赖以支持其论点的信息。基于个人主义和自我探究的理念,成员们试图重新解释数据集,以淡化 COVID 的威胁,并提出公共安全的变通方法。当平台试图标记有问题的内容时,由于缺乏机构信任,成员们对事实核查人员的有效性产生了怀疑,这凸显了错误信息与认识论之间的紧密联系。
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引用次数: 0
Best Friends Forever: Relationship Schemas, Organizational Forms, and Institutional Change 永远的好朋友:关系图式、组织形式和制度变革
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877211072550
Francesca Polletta
Scholars have drawn on cultural concepts to demonstrate the capacity of organizational actors to transform existing institutional scripts and invent new ones. When it comes to accounting for the limits on such change, however, scholars have tended to fall back on structural dynamics. I argue that paying attention to the symbolic analogies and oppositions in terms of which institutional schemas have meaning can shed light on the role of cultural constraints alongside creativity in institutional change. In this article, I investigate schemas of personal relationships. By transposing the obligations and expectations of a familiar relationship from one kind of interaction to another—by treating employees like members of a sports team or a research collaborative, for example—organizational actors can bring about new habits of interaction and create new organizational forms. But people’s emotional investment in the integrity of a relationship script may make them unwilling to modify the script when it proves impractical. Shared relationship schemas are thus a source of creativity and constraint. I show that understanding this dialectic accounts for several puzzling features of the diffusion of participatory democratic organizational forms among progressive movements in the late 1960s: notably, that even in the absence of a legitimated model of participatory democracy, activists adopted a similar form of organization, and that, for all their creativity, activists were unable to modify that form to cope with the inequalities it produced.
学者们利用文化概念来展示组织行动者改造现有制度剧本并创造新剧本的能力。然而,在解释这种变化的局限性时,学者们倾向于依靠结构动力学。我认为,关注制度图式具有意义的象征性类比和对立,可以揭示文化约束和创造力在制度变革中的作用。在本文中,我将研究个人关系的图式。通过将一种熟悉关系的义务和期望从一种互动转换为另一种互动,例如,通过将员工视为运动队或研究合作的成员,组织参与者可以带来新的互动习惯并创造新的组织形式。但是,人们在感情脚本完整性上的情感投入可能会使他们在脚本被证明不切实际时不愿意修改。因此,共享的关系模式是创造力和约束的源泉。我表明,理解这种辩证法可以解释参与式民主组织形式在20世纪60年代末进步运动中传播的几个令人困惑的特征:值得注意的是,即使在参与式民主的合法模式缺失的情况下,活动家们也采用了类似的组织形式,而且,尽管他们有创造力,活动家们无法修改这种形式来应对它所产生的不平等。
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引用次数: 1
Capitalism, Socialism, and the Climate Crisis 资本主义、社会主义和气候危机
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877221084713
P. Adler
The climate crisis calls for a massive and rapid retooling of our economy and society. I argue that we have reasons to doubt that capitalism, even reformed, could meet that challenge. As an alternative solution, authoritarian socialism such as existed in the former Soviet Union or China would be neither attractive nor effective; by contrast, a democratic form of socialism might be both. In a democratic socialist society, we would govern democratically both our enterprises and our economy as a whole. Democratizing the governance of enterprises would help them make better tradeoff decisions and internalize some important externalities. But if they remain at the mercy of capitalist competition in product, labor, and financial markets, many enterprises will be economically unable to retool fast enough, so we also need to pool the country’s economic resources and manage them democratically, collectively, and strategically towards our shared environmental, social, and economic goals. Organizational research on corporate strategic management offers insights into how such an economic system could satisfy four key requirements for a successful fight against climate change—democracy, innovation, efficiency, and motivation.
气候危机要求我们对经济和社会进行大规模和迅速的重组。我认为,我们有理由怀疑,即便是经过改革的资本主义,是否能够应对这一挑战。作为另一种解决方案,像前苏联或中国那样的威权社会主义既没有吸引力,也没有效果;相比之下,民主形式的社会主义可能两者兼而有之。在一个民主的社会主义社会,我们将民主地管理我们的企业和整个经济。企业治理民主化将有助于企业做出更好的权衡决策,并将一些重要的外部性内部化。但是,如果他们仍然在产品、劳动力和金融市场上受到资本主义竞争的支配,许多企业将无法在经济上足够快地进行重组,因此我们还需要汇集国家的经济资源,并以民主、集体和战略的方式管理它们,以实现我们共同的环境、社会和经济目标。对企业战略管理的组织研究为我们提供了这样一种经济体系如何能够满足成功应对气候变化的四个关键要求——民主、创新、效率和动力。
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引用次数: 2
Optimally Distinct? Understanding the motivation and ability of organizations to pursue optimal distinctiveness (or not) 优化不同的吗?了解组织追求(或不追求)最佳独特性的动机和能力
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877221079341
Rodolphe Durand, Richard F.J. Haans
The question of how distinctive organizations should strive to be, compared to peers, has seen a resurgence of attention. A central focus in this stream of work has been on identifying optimal distinctiveness—distinctiveness that yields superior performance relative to peers. The resulting recommendation has been that organizations should strive to pursue such optimal distinctiveness. In this paper, we argue that organizations are neither equally motivated nor equally able to pursue optimal distinctiveness and explore the implications of variation in such motivation and ability. We focus on two questions, centered on (1) better understanding the extent to which organizations pursue optimal distinctiveness, for which we offer possible arguments based on four combinations of motivation and ability, and (2) the conditions that shape organizations’ ability and motivation to optimize their distinctiveness. We then offer a number of methodological suggestions that would support further inquiries into these questions and close by delineating a renewed research agenda for optimal distinctiveness.
与同行相比,组织应该如何与众不同,这个问题重新引起了人们的关注。这一工作流的中心焦点是确定最优的独特性——相对于同行产生卓越表现的独特性。由此产生的建议是,组织应该努力追求这种最佳的独特性。在本文中,我们认为组织既没有同等的动机也没有同等的能力去追求最优独特性,并探讨了这种动机和能力变化的含义。我们关注两个问题,主要集中在:(1)更好地理解组织追求最佳独特性的程度,为此我们基于动机和能力的四种组合提供了可能的论点,以及(2)形成组织优化其独特性的能力和动机的条件。然后,我们提供了一些方法学上的建议,这些建议将支持对这些问题的进一步调查,并通过描绘最佳独特性的新研究议程来结束。
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引用次数: 6
The Heterogeneity of Organizational Resilience: Exploring functional, operational and strategic resilience 组织弹性的异质性:探索功能弹性、运营弹性和战略弹性
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877221074701
Manuel Hepfer, T. Lawrence
Research on organizational resilience has grown significantly over the past three decades – but it has done so in an increasingly disorganized fashion. In this article, we present an integrative review of the organizational resilience literature. We synthesize existing research to provide a compelling and generative conceptual foundation for future work in this scholarly area. Our review shows that current research tends to treat organizational resilience as a relatively homogeneous concept. We present an alternative formulation that conceives of organizational resilience as a heterogeneous phenomenon with three main forms – functional resilience, operational resilience and strategic resilience – each with distinctive foundations, dynamics and outcomes. Based on this conceptualization, we develop a cyclical model of organizational resilience that incorporates its heterogeneity and thus allows for more nuanced and precise applications to a variety of contexts and forms of adversity.
在过去的三十年里,关于组织弹性的研究有了显著的发展,但研究的方式却越来越杂乱无章。在这篇文章中,我们提出了一个综合回顾组织弹性的文献。我们综合现有的研究,为这一学术领域的未来工作提供一个引人注目的和生成的概念基础。我们的研究表明,目前的研究倾向于将组织弹性视为一个相对同质的概念。我们提出了另一种表述,认为组织弹性是一种异质现象,有三种主要形式——功能弹性、运营弹性和战略弹性——每一种都有不同的基础、动力和结果。基于这一概念,我们开发了一个组织弹性的周期性模型,该模型结合了其异质性,从而允许更细致和精确地应用于各种环境和逆境形式。
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引用次数: 12
Democratizing Work: Redistributing power in organizations for a democratic and sustainable future 工作民主化:在组织中重新分配权力,以实现民主和可持续的未来
IF 1.8 4区 管理学 Q1 Mathematics Pub Date : 2022-01-01 DOI: 10.1177/26317877221084714
J. Battilana, Julie Yen, Isabelle Ferreras, L. Ramarajan
Environmental destruction and social inequalities are increasingly urgent challenges. How can corporations, which have played a key role in creating and reproducing these problems, be part of the solution? In this paper, we advance that a shift to more democratic forms of organizing within corporations may be an important part of this transition. We first review scholarship on the disempowerment of workers. We then make the case for democratizing organizations, arguing that workers need to participate in firm decision-making so they can protect their rights and interests. We further suggest that democratic organizing practices may enable corporations to successfully pursue social and environmental objectives alongside financial ones, which is also important for addressing societal challenges. We then propose a research agenda for studying the democratization of organizations and its implications. In doing so, we highlight how organization scholars can build on prior research on democratic forms of organizing and draw from extant social science research outside of mainstream management scholarship. We conclude by calling for research that will document, and help us better understand, what it takes to develop democratic and sustainable organizations and societies.
环境破坏和社会不平等是日益紧迫的挑战。在制造和再现这些问题中扮演关键角色的企业如何成为解决方案的一部分?在本文中,我们提出,向企业内部更民主的组织形式转变可能是这一转变的重要组成部分。我们首先回顾一下关于工人被剥夺权利的学术研究。然后,我们提出了民主化组织的理由,认为工人需要参与公司的决策,这样他们就可以保护自己的权利和利益。我们进一步建议,民主组织实践可能使公司能够成功地追求社会和环境目标以及财务目标,这对于解决社会挑战也很重要。然后,我们提出了研究组织民主化及其影响的研究议程。在此过程中,我们强调组织学者如何建立在先前对民主组织形式的研究基础上,并从主流管理学术之外的现有社会科学研究中汲取经验。最后,我们呼吁开展研究,记录并帮助我们更好地理解,发展民主和可持续的组织和社会需要什么。
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引用次数: 12
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Computational and Mathematical Organization Theory
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