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功能失调性神话在有限理性决策过程中的作用:复杂动力系统视角

The Role of Dysfunctional Myths in a Decision-Making Process under Bounded Rationality: A Complex Dynamical Systems Perspective.

作者信息

Stamovlasis Dimitrios, Vaiopoulou Julie

机构信息

Aristotle University of Thessaloniki, Greece.

Democritus University of Thrace, Greece.

出版信息

Nonlinear Dynamics Psychol Life Sci. 2017 Jul;21(3):267-288.

PMID:28601112
Abstract

The present study examines the factors influencing a decision-making process, with specific focus on the role of dysfunctional myths (DM). DM are thoughts or beliefs that are rather irrational, however influential to people's decisions. In this paper a decision-making process regarding the career choice of university students majoring in natural sciences and education (N=496) is examined by analyzing survey data taken via Career Decision Making Difficulties Questionnaire (CDDQ). The difficulty of making the choice and the certainty about one's decision were the state variables, while the independent variables were factors related to the lack of information or knowledge needed, which actually reflect a bounded rationality. Cusp catastrophe analysis, based on both least squares and maximum likelihood procedures, showed that the nonlinear models predicting the two state variables were superior to linear alternatives. Factors related to lack of knowledge about the steps involved in the process of career decision-making, lack of information about the various occupations, lack of information about self and lack of motivation acted as asymmetry, while dysfunctional myths acted as bifurcation factor for both state variables. The catastrophe model, grounded in empirical data, revealed a unique role for DM and a better interpretation within the context of complexity and the notion of bounded rationality. The analysis opens the nonlinear dynamical systems (NDS) perspective in studying decision-making processes. Theoretical and practical implications are discussed.

摘要

本研究考察了影响决策过程的因素,特别关注功能失调性观念(DM)的作用。DM是一些相当不合理但对人们的决策有影响的想法或信念。本文通过分析通过职业决策困难问卷(CDDQ)收集的调查数据,研究了自然科学和教育专业大学生(N = 496)职业选择的决策过程。做出选择的困难程度和对自己决策的确定程度是状态变量,而自变量是与所需信息或知识缺乏相关的因素,这些因素实际上反映了有限理性。基于最小二乘法和最大似然法的尖点突变分析表明,预测这两个状态变量的非线性模型优于线性模型。与职业决策过程中涉及步骤的知识缺乏、各种职业信息缺乏、自我信息缺乏和动机缺乏相关的因素起到了不对称作用,而功能失调性观念对两个状态变量都起到了分岔因素的作用。基于实证数据的突变模型揭示了DM的独特作用以及在复杂性和有限理性概念背景下的更好解释。该分析开启了研究决策过程的非线性动力系统(NDS)视角。讨论了理论和实践意义。

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