论文标题

当单词发生碰撞时:图像词干扰范式中的贝叶斯荟萃分析和目标特性

When words collide: Bayesian meta-analyses of distractor and target properties in the picture-word interference paradigm

论文作者

Bürki, Audrey, Alario, F. -Xavier, Vasishth, Shravan

论文摘要

在图像词的干扰范式中,参与者在忽略书面或口语分散词的同时命名图片。命名时间被干扰词单词的存在减慢了。干扰器的各种特性调节了这种速度,例如,命名时间较短,并且经常与频繁的干扰器相比。在这一研究方面,本研究更详细地研究了干扰物和目标单词属性对图片命名时间的影响。我们根据35个数据集报告了几个贝叶斯荟萃分析的结果。首次分析的目的是在典型的图像词干涉实验中,获得干扰物频率效应的大小及其精度的估计,而该变量未被操纵。分析表明,对数频率的单个单位增加会导致对图片减少约4ms的响应时间(95%可靠间隔:[-6,-2])。通过第二和第三分析,我们表明,在考虑了频率的影响之后,已知的两个变量会影响视觉文字处理任务中的处理时间,也会影响图片命名时间:干扰器长度和拼字图。最后,我们发现干扰器单词频率和目标单词频率相互作用。随着目标单词的频率的增加,干扰物频率的效果降低。我们讨论了这些发现的理论和方法学含义,以及获得实验效应的高精度估计的重要性。

In the picture-word interference paradigm, participants name pictures while ignoring a written or spoken distractor word. Naming times to the pictures are slowed down by the presence of the distractor word. Various properties of the distractor modulate this slow down, for example naming times are shorter with frequent vs. infrequent distractors. Building on this line of research, the present study investigates in more detail the impact of distractor and target word properties on picture naming times. We report the results of several Bayesian meta-analyses, based on 35 datasets. The aim of the first analysis was to obtain an estimation of the size of the distractor frequency effect, and of its precision, in typical picture-word interference experiments where this variable is not manipulated. The analysis shows that a one-unit increase in log frequency results in response times to the pictures decreasing by about 4ms (95% Credible Interval: [-6, -2]). With the second and third analyses, we show that after accounting for the effect of frequency, two variables known to influence processing times in visual word processing tasks also influence picture naming times: distractor length and orthographic neighborhood. Finally, we found that distractor word frequency and target word frequency interact; the effect of distractor frequency decreases as the frequency of the target word increases. We discuss the theoretical and methodological implications of these findings, as well as the importance of obtaining high-precision estimates of experimental effects.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源