罕见事件和其他异常值在全球战略研究中的重要性

IF 5.7 2区 管理学 Q1 BUSINESS Global Strategy Journal Pub Date : 2022-03-28 DOI:10.1002/gsj.1437
Paul W. Beamish, Vanessa C. Hasse
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引用次数: 14

摘要

罕见事件和其他非误差异常值(如COVID-19大流行)是全球战略背景下的重要现象。然而,尽管它们很突出,但在我们的领域(或整个组织研究领域),它们几乎没有被系统地研究过。我们认为,这是由于高斯范式的主导地位,它(通常不切实际地)假设了观测的线性和独立性。此外,提供情境化的基于案例的定性研究代表性不足。因此,我们呼吁研究人员摒弃习惯性地抛弃异常值的做法,反思非正态分布,并进行更多的定性研究。期刊编辑和审稿人应该扩大他们对“可接受”论文的假设,并反思对大“T”理论的贡献要求。最后,博士培训应该并列基本范式和认识论选择的相关含义。极端事件,如组织危机、衰退或流行病,是大多数从业人员应对和担心的挑战。了解它们的决定因素、特征和动态可以提高警惕、准备和最终的性能。然而,许多全球战略研究(以及总体上的组织研究)都集中在“平均”现象上,基于假设钟形分布和独立观察的方法。在这篇文章中,我们认为这不是一种思考大多数社会现象的现实方式。事实上,大多数的特点是元素之间高度相互依赖,以及“罕见”事件和异常值的相对共性。由于接受了不正常的现实,学者将能够为实践者提供更相关的指导。
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The importance of rare events and other outliers in global strategy research

Research Summary

Rare events and other nonerror outliers (such as the COVID-19 pandemic) are important phenomena in global strategy contexts. Despite their salience, however, they have hardly been studied systematically in our field (or organizational research at large). We suggest that this is due to a dominance of the Gaussian paradigm, which (often unrealistically) assumes linearity and independence of observations. Moreover, case-based qualitative studies which offer contextualization have been underrepresented. We thus call on researchers to abolish the practice of habitually discarding outliers, reflect on nonnormal distributions, and pursue more qualitative studies. Journal editors and reviewers should widen their assumptions regarding “acceptable” papers and reflect on the requirement of contributing to big “T” theories. Finally, PhD training should juxtapose fundamental paradigms and associated implications for epistemological choices.

Managerial Summary

Extreme occurrences, such as organizational crises, recessions, or pandemics, are challenges most practitioners deal with and worry about. Understanding their determinants, characteristics, and dynamics allows for heightened vigilance, preparedness, and ultimately performance. Yet, much of global strategy research (and organizational research at large) has focused on “average” phenomena, based on methodologies that assume bell-shaped distributions and independent observations. In this note, we argue that this is not a realistic way to think about most social phenomena. In fact, most are characterized by their high degree of interdependence among elements, as well as a relative commonness of “rare” events and outliers. As a result of embracing the reality of nonnormality, scholars will be able to offer more relevant guidance to practitioners.

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来源期刊
CiteScore
14.20
自引率
11.80%
发文量
46
期刊介绍: The Global Strategy Journal is a premier platform dedicated to publishing highly influential managerially-oriented global strategy research worldwide. Covering themes such as international and global strategy, assembling the global enterprise, and strategic management, GSJ plays a vital role in advancing our understanding of global business dynamics.
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