ABSTRACT

Previous work relies largely on the simple reaction time measures in inhibitory control tasks. The goal of the current study was to provide a better understanding the relationship between puberty, sex, and inhibitory control utilizing and contrasting two popular drift diffusion models. A sample of 103 adolescents (M_age = 14.49, SD = 1.69) self-reported their pubertal development and completed a flanker task. Utilizing Bayesian regressions, we found that the interaction between puberty and sex were significant predictors of the A/B parameter, conceptualized as the amount of information considered for a decision during the task.

中文翻译：

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青春期与抑制控制的关系：漂移-扩散过程的计算模型

摘要

以前的工作主要依赖于抑制控制任务中的简单反应时间测量。本研究的目的是利用和对比两种流行的漂移扩散模型，更好地理解青春期、性和抑制控制之间的关系。103 名青少年的样本（M_年龄 = 14.49，SD  = 1.69）自我报告了他们的青春期发育并完成了一项侧翼任务。利用贝叶斯回归，我们发现青春期和性别之间的相互作用是 A/B 参数的重要预测因子，概念化为任务期间为决策考虑的信息量。