Department of Clinical Psychology, University of Siegen, Siegen, Germany.
Department of Psychology, Adolf-Reichwein-Str. 2a, D-57068 Siegen, Siegen, Germany.
Behav Res Methods. 2023 Apr;55(3):1332-1351. doi: 10.3758/s13428-022-01804-9. Epub 2022 Jun 1.
Cognitive bias research draws upon the notion that altered information processing is key for understanding psychological functioning and well-being. However, little attention has been paid to the question of whether the frequently used experimental paradigms hold adequate psychometric properties. The present study examined the psychometric properties of three widely used cognitive bias tasks: the Approach-Avoidance Task (AAT), the visual dot-probe-task, and the Implicit Association Test (IAT). Approach, attentional, and association biases towards valenced stimuli were repeatedly measured at five different time points in a sample of 79 healthy young adults. Two different devices were used for assessment: a personal computer (PC) and a touchscreen-based tablet. Reliability estimates included internal consistency and temporal stability. Validity was inferred from convergence across different behavioral tasks and correlations between bias scores and self-reported psychological traits. Reliability ranged widely amongst tasks, assessment devices, and measurement time points. While the dot-probe-task appeared to be completely unreliable, bias scores obtained from the PC-based version of the AAT and both (PC and touchscreen) versions of the IAT showed moderate reliability. Almost no associations were found across information processing tasks or between implicit and explicit measures. Cognitive bias research should adopt a standard practice to routinely estimate and report psychometric properties of experimental paradigms, investigate feasible ways to develop more reliable tools, and use tasks that are suitable to answer the precise research question asked.
认知偏差研究基于这样一种观念,即改变信息处理是理解心理功能和幸福感的关键。然而,很少有人关注到经常使用的实验范式是否具有足够的心理测量特性这一问题。本研究在 79 名健康年轻成年人的样本中,在五个不同的时间点上重复测量了三种广泛使用的认知偏差任务:趋近-回避任务(AAT)、视觉点探测任务和内隐联想测验(IAT)。趋近、注意和对有价值刺激的联想偏差。在评估中使用了两种不同的设备:个人计算机(PC)和基于触摸屏的平板电脑。可靠性估计包括内部一致性和时间稳定性。效度是从不同行为任务的收敛性和偏差分数与自我报告的心理特征之间的相关性推断出来的。在任务、评估设备和测量时间点之间,可靠性差异很大。虽然点探测任务似乎完全不可靠,但 AAT 的基于 PC 版本和 IAT 的两个(基于 PC 和基于触摸屏)版本的偏差得分显示出中等可靠性。几乎没有发现信息处理任务之间或内隐和外显测量之间的关联。认知偏差研究应采用标准实践,定期估计和报告实验范式的心理测量特性,研究开发更可靠工具的可行方法,并使用适合回答所提出的精确研究问题的任务。