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一种估计鼠标跟踪中开始正确分类时间的方法。

A method for estimating the time of initiating correct categorization in mouse-tracking.

作者信息

March David S, Gaertner Lowell

机构信息

Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32304, USA.

Department of Psychology, University of Tennessee, Knoxville, TN, 37996, USA.

出版信息

Behav Res Methods. 2021 Dec;53(6):2439-2449. doi: 10.3758/s13428-021-01575-9. Epub 2021 Apr 12.

DOI:10.3758/s13428-021-01575-9
PMID:33846966
Abstract

Mouse-tracking facilitates exploration of the mental processes underlying decision-making. As the cognitive system works to settle on a decision, response competition manifests in the motor movements of the hand, bringing the mouse relatively closer to one alternative versus the other. Many metrics provide insight into decision-making processes by indexing the shape or complexity of the mouse trajectory. Lacking, however, is a metric that estimates the point in time when a participant begins to correctly categorize a stimulus. We rectify this absence by introducing a metric we refer to as time of initiating correct categorization (TICC), which is the point in time when people began moving relatively closer to the selected target relative to the distractor. We briefly review existing approaches to measuring time in mouse-tracking before describing the TICC and demonstrating its utility in three data sets.

摘要

鼠标追踪有助于探索决策背后的心理过程。当认知系统努力做出决策时,反应竞争会在手部的运动中表现出来,使鼠标相对更靠近某一选项而非另一选项。许多指标通过对鼠标轨迹的形状或复杂性进行索引,为决策过程提供见解。然而,缺乏一种能够估计参与者开始正确分类刺激的时间点的指标。我们通过引入一种我们称为开始正确分类时间(TICC)的指标来纠正这一缺失,TICC是指人们开始相对于干扰物更靠近所选目标的时间点。在描述TICC并展示其在三个数据集中的效用之前,我们简要回顾一下在鼠标追踪中测量时间的现有方法。

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本文引用的文献

1
Design factors in mouse-tracking: What makes a difference?鼠标追踪设计因素:哪些因素起作用?
Behav Res Methods. 2020 Feb;52(1):317-341. doi: 10.3758/s13428-019-01228-y.
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Validating mouse-tracking: How design factors influence action dynamics in intertemporal decision making.验证鼠标追踪:设计因素如何影响跨期决策中的动作动态。
Behav Res Methods. 2019 Oct;51(5):2356-2377. doi: 10.3758/s13428-018-1179-4.
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Information processing as a paradigm for decision making.信息处理作为决策的范例。
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Dietary self-control is related to the speed with which attributes of healthfulness and tastiness are processed.饮食自我控制与健康和美味属性的处理速度有关。
Psychol Sci. 2015 Feb;26(2):122-34. doi: 10.1177/0956797614559543. Epub 2014 Dec 16.
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Front Neurosci. 2014 Jul 23;8:215. doi: 10.3389/fnins.2014.00215. eCollection 2014.
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