Healy Graham F, Boran Lorraine, Smeaton Alan F
Insight Centre for Data Analytics, School of Computing, Dublin City University Dublin, Ireland.
School of Nursing and Human Sciences, Dublin City University Dublin, Ireland.
Front Hum Neurosci. 2015 Nov 24;9:605. doi: 10.3389/fnhum.2015.00605. eCollection 2015.
The Implicit Association Test (IAT) is a reaction time based categorization task that measures the differential associative strength between bipolar targets and evaluative attribute concepts as an approach to indexing implicit beliefs or biases. An open question exists as to what exactly the IAT measures, and here EEG (Electroencephalography) has been used to investigate the time course of ERPs (Event-related Potential) indices and implicated brain regions in the IAT. IAT-EEG research identifies a number of early (250-450 ms) negative ERPs indexing early-(pre-response) processing stages of the IAT. ERP activity in this time range is known to index processes related to cognitive control and semantic processing. A central focus of these efforts has been to use IAT-ERPs to delineate the implicit and explicit factors contributing to measured IAT effects. Increasing evidence indicates that cognitive control (and related top-down modulation of attention/perceptual processing) may be components in the effective measurement of IAT effects, as factors such as physical setting or task instruction can change an IAT measurement. In this study we further implicate the role of proactive cognitive control and top-down modulation of attention/perceptual processing in the IAT-EEG. We find statistically significant relationships between D-score (a reaction-time based measure of the IAT-effect) and early ERP-time windows, indicating where more rapid word categorizations driving the IAT effect are present, they are at least partly explainable by neural activity not significantly correlated with the IAT measurement itself. Using LORETA, we identify a number of brain regions driving these ERP-IAT relationships notably involving left-temporal, insular, cingulate, medial frontal and parietal cortex in time regions corresponding to the N2- and P3-related activity. The identified brain regions involved with reduced reaction times on congruent blocks coincide with those of previous studies.
内隐联想测验(IAT)是一种基于反应时间的分类任务,它测量双极目标与评价性属性概念之间的差异联想强度,以此作为索引内隐信念或偏见的一种方法。关于IAT究竟测量的是什么,存在一个悬而未决的问题,在此,脑电图(EEG)已被用于研究事件相关电位(ERP)指标的时间进程以及IAT中涉及的脑区。IAT-EEG研究确定了一些早期(250 - 450毫秒)负向ERP,它们为IAT的早期(反应前)处理阶段提供索引。已知在此时间范围内的ERP活动为与认知控制和语义处理相关的过程提供索引。这些研究工作的一个核心重点是利用IAT-ERP来描绘导致所测量的IAT效应的内隐和外显因素。越来越多的证据表明,认知控制(以及相关的自上而下的注意力/感知处理调节)可能是有效测量IAT效应的组成部分,因为诸如物理环境或任务指令等因素可以改变IAT测量结果。在本研究中,我们进一步探讨了主动认知控制以及自上而下的注意力/感知处理调节在IAT-EEG中的作用。我们发现D分数(一种基于反应时间的IAT效应测量指标)与早期ERP时间窗口之间存在统计学上的显著关系,这表明在驱动IAT效应的更快单词分类出现的地方,它们至少部分可以由与IAT测量本身无显著相关性的神经活动来解释。使用低分辨率电磁断层成像(LORETA),我们确定了一些驱动这些ERP-IAT关系的脑区,特别是在与N2和P3相关活动对应的时间区域中涉及左颞叶、岛叶、扣带回、内侧额叶和顶叶皮层。所确定的与一致性组块上反应时间缩短相关的脑区与先前的研究一致。