Multi-dimensional reasoning in competitive resource allocation games: Evidence from intra-team communication

• 成果类型: Article
• 署名作者: Arad, Ayala; Penczynski, Stefan P.
• 署名单位: Tel Aviv University; University of East Anglia; University of East Anglia; Tel Aviv University
• 刊物名称: GAMES AND ECONOMIC BEHAVIOR
• ISSN/ISSBN: 0899-8256
• DOI: 10.1016/j.geb.2024.01.016
• 发表日期: 2024
• 页码: 355-377
• 关键词: Blotto games; bounded rationality; COMMUNICATION; Multi -dimensional reasoning; Multi -unit auctions; Text analysis

摘要

We experimentally investigate behavior and reasoning in various competitive resource allocation games with large strategy spaces. In the experiment, a team of two players plays as one entity against other teams. Team members communicate with one another before choosing a strategy. We analyze their messages using three different classification approaches and find that the vast majority of players think in terms of dimensions or characteristics of strategies rather than in terms of individual elements of the strategy space. Furthermore, the dimensions' metric allows linking the reasoning across the different games. Thus, we suggest that multi-dimensional reasoning is a frequently used decision procedure that connects the behavior observed in various resource allocation games.