Decision making in bipolar disorder: A cognitive modeling approach

被引:54
作者
Yechiam, Eldad [1 ]
Hayden, Elizabeth P. [2 ]
Bodkins, Misty [3 ]
O'Donnell, Brian F. [4 ]
Hetrick, William P. [4 ]
机构
[1] Technion Israel Inst Technol, Fac Ind Engn & Management, Max Wertheimer Minerva Ctr Cognit Studies, IL-32000 Haifa, Israel
[2] Univ Western Ontario, Dept Psychol, London, ON N6A 5C2, Canada
[3] Indiana Univ Purdue Univ, Dept Psychiat, Indianapolis, IN 46202 USA
[4] Indiana Univ, Dept Psychol & Psychol & Brain Sci, Bloomington, IN 47405 USA
关键词
Affective disorders; Choice; Learning; Individual differences; Mathematical modeling;
D O I
10.1016/j.psychres.2007.07.001
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
A formal modeling approach was used to characterize decision-making processes in bipolar disorder. Decision making was examined in 28 bipolar patients (14 acute and 14 remitted) and 25 controls using the Iowa Gambling Task (Bechara et al., 1994), a decision-making task used for assessing cognitive impulsivity. To disentangle motivational and cognitive aspects of decision-making processes, we applied a formal cognitive model to the performance on the Iowa Gambling Task. The model has three parameters: The relative impact of rewards and punishments on evaluations, the impact of recent and past payoffs, and the degree of choice consistency. The results indicated that acute bipolar patients were characterized by low choice consistency, or a tendency to make erratic choices. Low choice consistency improved the prediction of acute bipolar disorder beyond that provided by cognitive functioning and self-report measures of personality and temperament. (c) 2007 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:142 / 152
页数:11
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