个人和集体决策的认知层次原则

IF 0.5 Q4 ECONOMICS EGE ACADEMIC REVIEW Pub Date : 2022-11-25 DOI:10.32342/2074-5354-2022-2-57-14
G. Mazhara
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引用次数: 0

摘要

本研究的目的是通过应用实验,分析k水平和认知层次的方法,以及它们在解决个体和集体性质的各种问题中的认可和应用。任务是在几个迭代中,在不同的时间框架内执行几次分析。由于除了信息不对称条件下的个人决策外,还提供了第二次尝试,即在每个人都听到获胜者和第一次尝试的结果之后,即信息是对称的,每个人都可以获得,因此还研究了合作和额外信息等效应。在第三次尝试中,有人建议加入任何小组并做出集体决定。实验是在不同分组的基础上进行的。选择了不同学习年限的专业教育领域的学生和受过专业教育的科学工作者和教学工作者(经济、技术、物理和数学科学的候选人和博士)。我们选择并建立了两个k水平模型,即k-LR和认知层次(CH)模型。虽然这些模型很相似,但也有一些差异。目的是将这些模型的指标与在实际中将得到的指标进行比较,并证明或反驳它们在决策评价中使用的相关性。进行了实验,收集了数据,并对实验数据和模型数据进行了计算和比较,对其进行了分析。结果表明,实验结果接近CH模型,而不接近k-LR模型。意识和合作等因素以牺牲低级玩家为代价,增加了高级(深层次)玩家的数量。由于意识或合作而产生的变化,但并不显著,只是使实验结果更接近于模型的收敛点,再次强调了在不同情况下使用该模型的可能性。根据纳什和帕累托的理论,在信息或合作等情况下,纯策略下没有最优解(鞍点)。这一发现对未来的经济分析尤其有希望,因为它证明了即使模型有一个明显的解决方案,也不能总是根据“经典”理论和均衡来解决,人们的行为是由决策和运筹学中更复杂的认知过程来描述的。
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THE PRINCIPLE OF COGNITIVE HIERARCHY IN MAKING INDIVIDUAL AND COLLECTIVE DECISIONS
The purpose of this study was to analyze the methods of k-levels and cognitive hierarchy, their approbation and application to solve various problems of an individual and collective nature with the help of an applied experiment. The task was to conduct the analysis several times and in different time frames, in several iterations. Effects such as cooperation and additional information were additionally investigated since in addition to individual decision-making under conditions of asymmetric information, a second attempt was also offered, after everyone heard the winners and heard the results of the first attempt, i.e., the information was symmetrical and available to everyone. At the third attempt, it was suggested to join any groups and make collective decisions. The experiment was conducted on the basis of differently formed groups. Students of specialized fields of education of various years of study, and scientific and pedagogical workers with professional education (candidates and doctors of economic, technical, physical and mathematical sciences) were selected. Two models for k-levels, k-LR and cognitive hierarchy (CH), were chosen and built for the study. Although the models are similar, they have some differences. The goal was to compare the indicators of the models with those that will be obtained in practice, and to prove or disprove the relevance of their use in decision-making evaluation. An experiment was conducted, data were collected, and their analysis was carried out by calculating and comparing experimental and model data. As a result, it was established that the experimental results were close to the CH model and not to the k-LR model. Factors such as awareness and cooperation increased the number of higher (deeper) level players at the expense of lower-level players. Changes due to awareness or cooperation occurred, but were not significant, and only brought the experimental results closer to the point of convergence with the model ones, which once again emphasized the possibility of using this model in different circumstances. Under circumstances such as information or cooperation, no optimal solution (saddle point) was found under pure strategies, according to Nash and Pareto. This finding is especially promising for the future economic analysis since it proves that even with an obvious solution to the model, it cannot always be solved according to “classical” theories and equilibrium, and people’s behavior is described by more complex cognitive processes in decisionmaking and operations research.
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EGE ACADEMIC REVIEW
EGE ACADEMIC REVIEW ECONOMICS-
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