Department of Industrial Engineering and Management, Ariel University, Ariel, Israel.
PLoS One. 2020 Feb 4;15(2):e0226929. doi: 10.1371/journal.pone.0226929. eCollection 2020.
The effect of culture on strategic interaction has been widely explored. However, the effect of the cultural background on focal point selection in tacit coordination games has not yet been examined. To accomplish this goal, in this study we have focused on the individual level of analysis. That is, we constructed a strategic profile to model the behavior of each individual player and then used unsupervised learning methods on the individual data points. We have chosen to examine two groups of participants, Israelis (ICB) and Chinese (CCB), each belonging to a different cultural background representing individualist and collectivist societies, respectively. Clustering the individual strategic profiles has allowed us to gain further insights regarding the differences between the behavioral strategies of each cultural group. The results of this study demonstrate that the cultural background has a profound effect on the strategic profile and on the ability to succeed in tacit coordination games. Moreover, the current study emphasizes the importance of relying on the individual level of analysis and not only on the group level of analysis. The implications of these results and potential future studies are discussed.
文化对战略互动的影响已经得到了广泛的探讨。然而,文化背景对隐性协调博弈中焦点选择的影响尚未得到检验。为了实现这一目标,本研究侧重于个体层面的分析。也就是说,我们构建了一个战略概况来模拟每个个体参与者的行为,然后在个体数据点上使用无监督学习方法。我们选择研究两个群体,以色列人(ICB)和中国人(CCB),分别代表个人主义和集体主义社会,属于不同的文化背景。对个体战略概况进行聚类,使我们能够进一步了解每个文化群体的行为策略之间的差异。本研究的结果表明,文化背景对战略概况和在隐性协调博弈中取得成功的能力有深远的影响。此外,本研究强调了依赖个体层面分析而不仅仅是群体层面分析的重要性。讨论了这些结果的意义和潜在的未来研究。