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The gambler's fallacy and hot outcome: Cognitive biases or adaptive thinking for goalkeepers' decisions on dive direction during penalty shootouts

机译:赌徒的谬误和热门结果:点球大战中门将对下潜方向的决策的认知偏见或适应性思维

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摘要

In the face of uncertainty, human judgment and decision-making often tends to deviate from the realm of rationality. Gambler's fallacy and its opposite, hot outcome, are two such departures from laws of probability involving random streak of events. However, the adaptive thinking approach to decision-making proposes that any irrational heuristic or illogical belief can be fully adaptive as long as it fulfills the requirements of the decision task. During penalty shootouts in association football, goalkeepers face a series of multiple penalty kicks which are independent draws from a random process, and they need to anticipate the likely kick directions with limited time, insufficient information and computational capacity. The objective of this current study was to observe the goalkeepers in real-world competitive settings and examine whether they use gambler's fallacy and hot outcome as predictive strategies to decide on their dive directions during penalty shootouts following streaks of correct and incorrect predictions in the same direction. Another goal was to investigate from the adaptive thinking perspective whether such strategies lead to more correct predictions by the goalkeepers. Penalty shootout data were collected from the elite soccer tournaments over the course of last 25 years (1992 - 2016) and after applying appropriate exclusion criterions, 405 penalty kicks were considered for the final analysis. Binomial tests revealed that following progressively longer streaks of correct predictions in the same direction, goalkeepers became increasingly more likely to dive in the opposite direction for the subsequent kick than would be expected by chance, a behavior consistent with gambler's fallacy. However, neither gambler's fallacy nor hot outcome type patterns were observed when analyzing dives of goalkeepers following streaks of incorrect predictions in a particular direction. On the other hand, results of the Fisher's exact tests confirmed that both the fallacies failed to produce significantly more correct predictions from the goalkeepers and hence, they are mere fallacies. Goalkeepers' belief in gambler’s fallacy highlights the biases associated with their real-world decision-making as this study does not support the adaptive use of such deceptive beliefs as predictive decision strategies.
机译:面对不确定性,人类的判断和决策往往倾向于偏离理性领域。赌徒的谬误及其相反的热门结果,是与事件定律有关的两个此类偏离,这些定律涉及事件的随机条纹。然而,决策的适应性思维方法提出,只要非理性的启发式或非逻辑性信念能够满足决策任务的要求,就可以完全适应性地进行决策。在协会足球的点球大战中,门将面临一系列多重罚球,这是从随机过程中随机抽取而来的,他们需要在有限的时间,不足的信息和计算能力下预测可能的罚球方向。这项研究的目的是观察守门员在现实世界中的竞争环境,并检查他们是否在相同方向上正确和不正确的预测之后,在点球大战中使用赌徒的谬误和热门结果作为预测策略来决定其潜水方向。另一个目标是从适应性思维的角度研究这种策略是否会导致守门员做出更正确的预测。在过去25年(1992年至2016年)的过程中,从精英足球锦标赛中收集了点球大战数据,并应用了适当的排除标准后,对405个点球大赛进行了最终分析。二项式检验显示,在朝着同一方向逐渐变长的正确预测条纹之后,守门员越来越有可能朝相反的方向跳水,以进行随后的踢球,这比偶然的预期要好,这与赌徒的谬误相符。但是,当分析守门员在特定方向上的错误预测后出现跳水时,既没有观察到赌徒的谬误,也没有观察到热门的结果类型模式。另一方面,费舍尔精确测试的结果证实,这两个谬论都未能从守门员那里得到更正确的预测,因此,它们仅仅是谬论。守门员对赌徒谬论的信念突显了其现实决策中的偏见,因为本研究不支持将欺骗性信念作为预测性决策策略进行适应性使用。

著录项

  • 作者

    Sarkar, Abhishek.;

  • 作者单位

    Bowling Green State University.;

  • 授予单位 Bowling Green State University.;
  • 学科 Cognitive psychology.;Behavioral psychology.;Kinesiology.
  • 学位 M.Ed.
  • 年度 2017
  • 页码 59 p.
  • 总页数 59
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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