Social learning in design teams: The importance of direct and indirect communications

被引:23
作者
Singh, Vishal [1 ]
Dong, Andy [2 ]
Gero, John S. [3 ]
机构
[1] Aalto Univ, Sch Engn, Espoo, Finland
[2] Univ Sydney, Fac Engn & Informat Technol, Sydney, NSW 2006, Australia
[3] George Mason Univ, Krasnow Inst Adv Study, Fairfax, VA 22030 USA
来源
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING | 2013年 / 27卷 / 02期
关键词
Busyness; Direct Communication; Member Retention; Social Learning; Task Coordination; Team Structure; Transactive Memory; PRODUCT DEVELOPMENT; TRANSACTIVE MEMORY; GROUP MEMBERS; KNOWLEDGE; CONSEQUENCES; EXPERIENCE; BEHAVIOR; ACTORS;
D O I
10.1017/S0890060413000061
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper discusses the effects of direct and indirect communications on social learning and task coordination in design teams. The findings reported in this paper are based on a computational model that simulates the formation of transactive memory (TM) through social learning from direct and indirect communications. Direct communications are explicit information exchanged between team members whereas indirect communication may be opportunistic and coincidental, resulting in learning and information gained through observations of the actions of others. However, team structure mediates opportunities for communication. Three types of team structures are studied, which are differentiated on the basis of their constraints on and opportunities for direct and indirect communications across the team. The differences across the team structures are investigated through a series of simulations in which team member retention, cognitive busyness of team members, and task complexity are additional moderating variables, and task coordination and formation of TM are the dependent variables. Fewer communications to coordinate the same tasks are taken as the measure of efficient task coordination. Findings suggest that reduction in communication and learning opportunities are more detrimental to the task coordination in flat teams as compared to functional teams. Indirect communications contribute more to the formation of TM than to task coordination. Flat teams facilitate the formation of TM, whereas functional teams are more appropriate for efficient task coordination, indicating that the role of TM in mediating task coordination varies with team structure.
引用
收藏
页码:167 / 182
页数:16
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