Beitz Kevin M, Salthouse Timothy A, Davis Hasker P
Department of Psychology.
Department of Psychology, University of Virginia.
J Exp Psychol Gen. 2014 Aug;143(4):1677-1689. doi: 10.1037/a0035823. Epub 2014 Feb 10.
The present study focuses on the role of frequency bias and expected value on the learning processes driving performance on the Iowa Gambling Task (IGT) in individuals between 5 and 89 years of age. As in previous studies, children performed poorly on the IGT, were increasingly influenced by frequency of losses during learning, and constantly changed their decisions. Decision-making strategies changed after childhood from erratic behavior to more consistent strategies that promoted expected value of deck choices. Performance deficits as well as a loss frequency bias were found in older adults. However, age-related deficits were distinct between children and older adults. Cognitive modeling analysis indicated that older adults were more likely to forget about recent outcomes and were more consistent than children when selecting decks. Cognitive ability was associated with a modeling parameter for memory as well as IGT performance, suggesting the involvement of a cognitive component in young and middle-aged adult decision making. The interactions of modeling parameters suggested that cognitive changes were the cause of lowered performance in older adults. These analyses suggest critical developments in decision processes during the adolescent years and decline in a cognitive process leading to decision-making deficits after age 60.
本研究聚焦于频率偏差和期望值在5至89岁个体的爱荷华赌博任务(IGT)学习过程中对行为表现的作用。与以往研究一样,儿童在IGT上表现不佳,在学习过程中越来越受损失频率的影响,并且不断改变他们的决策。童年后决策策略从不稳定行为转变为更一致的策略,这些策略提升了牌组选择的期望值。在老年人中发现了行为表现缺陷以及损失频率偏差。然而,儿童和老年人与年龄相关的缺陷有所不同。认知建模分析表明,老年人更有可能忘记近期结果,并且在选择牌组时比儿童更具一致性。认知能力与记忆建模参数以及IGT表现相关,这表明认知成分参与了年轻和中年成年人的决策过程。建模参数的相互作用表明,认知变化是老年人行为表现降低的原因。这些分析表明,青少年时期决策过程有重要发展,而60岁后导致决策缺陷的认知过程会衰退。