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When Predictions Take Control: The Effect of Task Predictions on Task Switching Performance

机译:当预测得到控制时:任务预测对任务切换性能的影响

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摘要

In this paper, we aimed to investigate the role of self-generated predictions in the flexible control of behavior. Therefore, we ran a task switching experiment in which participants were asked to try to predict the upcoming task in three conditions varying in switch rate (30, 50, and 70%). Irrespective of their predictions, the color of the target indicated which task participants had to perform. In line with previous studies (Mayr, ; Monsell and Mizon, ), the switch cost was attenuated as the switch rate increased. Importantly, a clear task repetition bias was found in all conditions, yet the task repetition prediction rate dropped from 78 over 66 to 49% with increasing switch probability in the three conditions. Irrespective of condition, the switch cost was strongly reduced in expectation of a task alternation compared to the cost of an unexpected task alternation following repetition predictions. Hence, our data suggest that the reduction in the switch cost with increasing switch probability is caused by a diminished expectancy for the task to repeat. Taken together, this paper highlights the importance of predictions in the flexible control of behavior, and suggests a crucial role for task repetition expectancy in the context-sensitive adjusting of task switching performance.
机译:在本文中,我们旨在研究自我生成的预测在行为的灵活控制中的作用。因此,我们进行了一项任务转换实验,要求参与者在三种不同的转换率(30%,50%和70%)条件下尝试预测即将到来的任务。不管他们的预测如何,目标的颜色指示参与者必须执行的任务。与以前的研究一致(Mayr,Monsell和Mizon,),随着开关速率的增加,开关成本降低了。重要的是,在所有情况下都发现了明确的任务重复偏差,但随着三种情况下切换概率的增加,任务重复预测率从66%的78%下降到49%。与条件无关,与重复预测后的意外任务替换的成本相比,切换成本在预期任务替换的预期中已大大降低。因此,我们的数据表明,随着切换概率的增加,切换成本的降低是由于重复执行任务的期望值降低所致。两者合计,本文强调了预测在行为的灵活控制中的重要性,并提出了任务重复期望在任务切换性能的上下文相关调整中的关键作用。

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