工作中的算法:控制的新竞争领域

Algorithms at Work: The New Contested Terrain of Control

ACADEMY OF MANAGEMENT ANNALS · 2019
被引 1933 · 同刊同年前 5%
人大 AFT50ABS 4*

中文导读

基于Edwards的“竞争领域”视角,综述了算法在工作场所中通过六种机制(6R)实施控制,并讨论了算法控制的独特性质、新职业的出现以及工人的抵抗策略(算法行动主义),为组织管理研究者提供参考。

Abstract

The widespread implementation of algorithmic technologies in organizations prompts questions about how algorithms may reshape organizational control. We use Edwards’ (1979) perspective of “contested terrain,” wherein managers implement production technologies to maximize the value of labor and workers resist, to synthesize the interdisciplinary research on algorithms at work. We find that algorithmic control in the workplace operates through six main mechanisms, which we call the “6 Rs”—employers can use algorithms to direct workers by restricting and recommending, evaluate workers by recording and rating, and discipline workers by replacing and rewarding. We also discuss several key insights regarding algorithmic control. First, labor process theory helps to highlight potential problems with the largely positive view of algorithms at work. Second, the technical capabilities of algorithmic systems facilitate a form of rational control that is distinct from the technical and bureaucratic control used by employers for the past century. Third, employers’ use of algorithms is sparking the development of new algorithmic occupations. Finally, workers are individually and collectively resisting algorithmic control through a set of emerging tactics we call algoactivism. These insights sketch the contested terrain of algorithmic control and map critical areas for future research.

组织控制算法管理劳动过程工作场所技术员工抵抗