Individual Experience and Experience Working Together: Predicting Learning Rates from Knowing Who Knows What and Knowing How to Work Together

工作经验 杠杆(统计) 团队合作 背景(考古学) 心理学 情感(语言学) 工作(物理) 体验式学习 任务(项目管理) 知识管理 学习曲线 营销 计算机科学 社会心理学 业务 认知心理学 数学教育 经济 管理 人工智能 生物 机械工程 工程类 古生物学 沟通
作者
Ray Reagans,Linda Argote,Daria Brooks
出处
期刊:Management Science [Institute for Operations Research and the Management Sciences]
卷期号:51 (6): 869-881 被引量:794
标识
DOI:10.1287/mnsc.1050.0366
摘要

Learning by doing represents an important mechanism through which organizations prosper. Some firms, however, learn from their experience at a dramatic rate, while other firms exhibit very little learning at all. Three factors have been identified that affect the rate at which firms learn: (a) the proficiency of individual workers, (b) the ability of firm members to leverage knowledge accumulated by others, and (c) the capacity for coordinated activity inside the organization. Each factor varies with a particular kind of experience. An increase in cumulative individual experience increases individual proficiency. An increase in cumulative organizational experience provides individuals with the opportunity to benefit from knowledge accumulated by others. An increase in cumulative experience working together promotes more effective coordination and teamwork. To gain insight into factors responsible for the learning curve, we examine the contribution of each kind of experience to performance, while controlling for the impact of the other two. The study context is a teaching hospital. The task is a total joint replacement procedure, and the performance metric is procedure completion time. We find that each kind of experience makes a distinct contribution to team performance. We discuss the implications of our findings for the learning-by-doing framework in general, and learning in the team context in particular.
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