Collective Intelligence in Computer-Mediated Collaboration Emerges in Different Contexts and Cultures

被引:28
|
作者
Engel, David [1 ]
Woolley, Anita Williams [2 ]
Aggarwal, Ishani [3 ]
Chabris, Christopher F. [4 ]
Takahashi, Masamichi [5 ]
Nemoto, Keiichi [5 ]
Kaiser, Carolin [6 ]
Kim, Young Ji [1 ]
Malone, Thomas W. [1 ]
机构
[1] MIT, Cambridge, MA 02139 USA
[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
[3] Tilburg Univ, Tilburg, Netherlands
[4] Union Coll, Schenectady, NY 12308 USA
[5] Fuji Xerox Co Ltd, Ebina, Kanagawa, Japan
[6] Univ Erlangen Nurnberg, Nurnberg, Germany
基金
美国国家科学基金会;
关键词
Collective intelligence; group performance; online collaboration; cross culture; factor analysis; outcome metrics; PERFORMANCE; TEAMS; INDIVIDUALISM; VIEW;
D O I
10.1145/2702123.2702259
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Collective intelligence (CI) is a property of groups that emerges from the coordination and collaboration of members and predicts group performance on a wide range of tasks. Previous studies of CI have been conducted with lab-based groups in the United States. We introduce a new standardized online battery to measure CI and demonstrate consistent emergence of a CI factor across three different studies despite broad differences in (a) communication media (face-to-face vs online), (b) group contexts (short-term ad hoc groups vs long-term groups) and (c) cultural settings (US, Germany, and Japan). In two of the studies, we also show that CI is correlated with a group's performance on more complex tasks. Consequently, the CI metric provides a generalizable performance measure for groups that is robust to broad changes in media, context, and culture, making it useful for testing the effects of general-purpose collaboration technologies intended to improve group performance.
引用
收藏
页码:3769 / 3778
页数:10
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