Analysis of hand kinematics reveals inter-individual differences in intertemporal decision dynamics

被引:27
作者
Calluso, Cinzia [1 ,2 ]
Committeri, Giorgia [1 ,2 ]
Pezzulo, Giovanni [3 ]
Lepora, Nathan [4 ,5 ,6 ]
Tosoni, Annalisa [1 ,2 ]
机构
[1] Univ G DAnnunzio, Dept Neurosci Imaging & Clin Sci, I-66013 Chieti, Italy
[2] Univ G DAnnunzio, Inst Adv Biomed Technol, I-66013 Chieti, Italy
[3] CNR, Inst Cognit Sci & Technol, I-00185 Rome, Italy
[4] Univ Bristol, Dept Engn Math, Bristol, Avon, England
[5] Univ Bristol, BRL, Bristol, Avon, England
[6] Univ W England, Bristol BS16 1QY, Avon, England
关键词
Choice behavior; Decision making; Mathematical models; HYPOTHETICAL REWARDS; PREFRONTAL CORTEX; DIFFUSION-MODEL; REAL; SYSTEMS; COMPETITION; MECHANISMS; SOFTWARE; DISCOUNT; SUBJECT;
D O I
10.1007/s00221-015-4427-1
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
During intertemporal decisions, the preference for smaller, sooner reward over larger-delayed rewards (temporal discounting, TD) exhibits substantial inter-subject variability; however, it is currently unclear what are the mechanisms underlying this apparently idiosyncratic behavior. To answer this question, here we recorded and analyzed mouse movement kinematics during intertemporal choices in a large sample of participants (N = 86). Results revealed a specific pattern of decision dynamics associated with the selection of "immediate" versus "delayed" response alternatives, which well discriminated between a "discounter" versus a "farsighted" behavior-thus representing a reliable behavioral marker of TD preferences. By fitting the Drift Diffusion Model to the data, we showed that differences between discounter and farsighted subjects could be explained in terms of different model parameterizations, corresponding to the use of different choice mechanisms in the two groups. While farsighted subjects were biased toward the "delayed" option, discounter subjects were not correspondingly biased toward the "immediate" option. Rather, as shown by the dynamics of evidence accumulation over time, their behavior was characterized by high choice uncertainty.
引用
收藏
页码:3597 / 3611
页数:15
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