全球战略研究中罕见事件及其他异常值的重要性

The importance of rare events and other outliers in global strategy research

GLOBAL STRATEGY JOURNAL · 2022
被引 55
人大 A-ABS 4

中文导读

指出全球战略研究中罕见事件和异常值被忽视,呼吁研究者摒弃习惯性剔除异常值的做法,反思非正态分布,并增加定性研究,以提供更贴近现实的实践指导。

Abstract

Abstract 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.

全球战略罕见事件异常值研究方法组织研究