人类多任务处理
生产力
知识工作者
知识管理
面板数据
知识共享
信息共享
信息技术
计算机科学
社交网络(社会语言学)
业务
工程类
经济
计量经济学
心理学
社会化媒体
万维网
工作(物理)
宏观经济学
认知心理学
操作系统
机械工程
作者
Sinan Aral,Erik Brynjolfsson,Marshall Van Alstyne
出处
期刊:Information Systems Research
[Institute for Operations Research and the Management Sciences]
日期:2012-03-13
卷期号:23 (3-part-2): 849-867
被引量:256
标识
DOI:10.1287/isre.1110.0408
摘要
We econometrically evaluate information worker productivity at a midsize executive recruiting firm and assess whether the knowledge that workers accessed through their electronic communication networks enabled them to multitask more productively. We estimate dynamic panel data models of multitasking, knowledge networks, and productivity using several types of micro-level data: (a) direct observation of more than 125,000 email messages over a period of 10 months; (b) detailed accounting data on individuals' project output and team membership for more than 1,300 projects spanning five years; and (c) survey and interview data about the same workers' IT skills, IT use, and information sharing. We find that (1) more multitasking is associated with more project output, but diminishing marginal returns, and (2) recruiters whose network contacts have heterogeneous knowledge—an even distribution of expertise over many project types—are less productive on average but more productive when juggling diverse multitasking portfolios. These results show how multitasking affects productivity and how knowledge networks, enabled by IT, can improve worker performance. The methods developed can be replicated in other settings, opening new frontiers for research on social networks and IT value.
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