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实时反馈对努力与绩效的影响:来自自然准实验的证据

The Effects of Real-Time Feedback on Effort and Performance: Evidence from a Natural Quasi-Experiment
Management Science · 2025 · Maximilian Margolin、Marko Reimer、Daniel Schaupp

中文摘要

新的数字技术使公司能够向员工提供实时绩效反馈。我们利用职业足球裁判环境中的一个自然准实验,考察此类实时反馈对个人努力以及初始(反馈前)决策与最终(反馈后)决策质量的因果效应。我们的结果表明,实时反馈对有经验与无经验主体的效应存在差异。具体而言,我们发现一些证据表明,有经验主体在实时反馈下会降低努力,而不损害其初始决策的质量。由于实时反馈使主体能够在收到反馈后纠正错误的初始决策,这带来了更好的最终决策。相比之下,无经验主体会增加努力,但做出更差的初始决策。在收到反馈后,他们设法弥补了初始错误决策数量的增加,但最终决策的质量未见改善。

Abstract

New digital technologies allow companies to provide employees with performance feedback in real time. We investigate the causal effects of such real-time feedback on individual effort and the quality of initial (prefeedback) and final (postfeedback) decisions by exploiting a natural quasi-experiment in the setting of professional soccer refereeing. Our results suggest that real-time feedback has differential effects for experienced compared with inexperienced agents. Specifically, we find some evidence that experienced agents decrease their effort under real-time feedback without harming the quality of their initial decisions. This results in better final decisions because real-time feedback allows agents to correct wrong initial decisions upon feedback. In contrast, inexperienced agents increase their effort, but make worse initial decisions. Upon feedback, they manage to compensate for their increased number of wrong initial decisions, but see no improvement in the quality of final decisions.
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