No One Is an Island: How Online Community Support Moderates the Dual Motivational Pathways From Perceived Algorithmic Management Practices to Service Performance

适度 对偶(语法数字) 服务(商务) 匹配(统计) 心理学 领域(数学) 知识管理 实证研究 社会心理学 计算机科学 服务交付框架 应用心理学 服务设计 公共服务动机 测量数据收集 在线社区 服务管理 感知控制 服务提供商
作者
Zhipeng Zhang,Shuxia Zhang,Chao Liu,Haoyu Zhang,Jun Liu
出处
期刊:Human Resource Management [Wiley]
标识
DOI:10.1002/hrm.70062
摘要

ABSTRACT Drawing on the self‐determination theory, this research examines the dual motivational mechanisms through which four dimensions of perceived algorithmic management practices (PAMP; i.e., matching, direction, evaluation, and discipline) influence service performance, as well as the moderating role of online community support (OCS). Two empirical studies were conducted: a scenario‐based experiment with ride‐hailing drivers (Study 1) and a hybrid‐sample field survey (Study 2). Results reveal that perceived algorithmic matching, direction, and evaluation enhance service performance via increased autonomous motivation, whereas perceived algorithmic discipline undermines service performance through reduced autonomous motivation. Meanwhile, controlled motivation links perceived algorithmic matching, evaluation, and discipline to reduced service performance, while perceived algorithmic direction positively contributes to service performance through diminished controlled motivation. Importantly, OCS amplifies the positive effects of perceived algorithmic matching and evaluation on service performance via autonomous motivation and attenuates their negative effects via controlled motivation. This study elucidates the complex motivational consequences of algorithmic management practices and identifies OCS as a critical social‐contextual moderator shaping app‐worker outcomes.
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