大数据在组织与管理研究中的双刃剑效应

The Double-Edged Sword of Big Data in Organizational and Management Research

ORGANIZATIONAL RESEARCH METHODS · 2017
被引 96
人大 A-ABS 4

中文导读

梳理了大数据在组织与管理研究中的机遇与风险,指出其既能推动学术进步,若使用不当也可能引发问题,并为研究者提供了应对建议。

Abstract

While many disciplines embrace the possibilities that Big Data present for advancing scholarship and practice, organizational and management research has yet to realize Big Data’s potential. In an effort to chart this newfound territory, we briefly describe the principal drivers and key characteristics of Big Data. We then review a broad range of opportunities and risks that are related to the Big Data paradigm, the data itself, and the associated analytical methods. For each, we provide research ideas and recommendations on how to embrace the potentials or address the concerns. Our assessment shows that Big Data, as a paradigm, can be a double- edged sword, capable of significantly advancing our field but also causing backlash if not utilized properly. Our review seeks to inform individual research practices as well as a broader policy agenda in order to advance organizational and management research as a scientifically rigorous and professionally relevant field.

组织管理大数据研究方法数据科学