概化理论不同评分方案缺失数据方差分量估计

包含评分者侧面的测验通常不符合任意一种概化理论设计,因此从概化理论的角度来看这类测验下的数据应属于缺失数据,而决定缺失结构的就是测验的评分方案。用R软件模拟出三种评分方案下的数据,并比较传统法、评价法和拆分法在各评分方案下的估计效果,结果表明：（1）传统法估计准确性较差;（2）评分者一致性较高时,适宜用评价法进行估计;（3）拆分法的估计结果最准确,仅在固定评分者评分方案下需注意评分者与考生数量之比,该比值小于等于0.0047 时估计结果较为准确。     

考试评分缺失数据的概化理论分析

考试评分缺失数据较为常见,如何有效利用现有数据进行统计分析是个关键性问题。在考试评分中,题目与评分者对试卷得分的影响不容忽视。根据概化理论原理,按考试评分规则推导出含有缺失数据双侧面交叉设计（p×i×r）方差分量估计公式,用Matlab7.0软件模拟多组缺失数据,验证此公式的有效性。结果发现：（1）推导出的公式较为可靠,估计缺失数据的方差分量偏差相对较小,即便数据缺失率达到50％以上,公式仍能对方差分量进行较为准确地估计;（2）题目数量对概化理论缺失数据方差分量的估计影响最大,评分者次之,当题目和评价者数量分别为6和5时,公式能够趋于稳定地估计;（3）学生数量对各方差分量的估计影响较小,无论是小规模考试还是大规模考试,概化理论估计缺失数据的多个方差分量结果相差不大。     

概化理论缺失数据方差分量估计

各种心理调查、心理实验中, 数据的缺失随处可见。由于数据缺失, 给概化理论分析非平衡数据的方差分量带来一系列问题。基于概化理论框架下, 运用Matlab 7.0软件, 自编程序模拟产生随机双面交叉设计p×i×r缺失数据, 比较和探讨公式法、REML法、拆分法和MCMC法在估计各个方差分量上的性能优劣。结果表明：(1) MCMC方法估计随机双面交叉设计p×i×r缺失数据方差分量, 较其它3种方法表现出更强的优势; (2) 题目和评分者是缺失数据方差分量估计重要的影响因素。     

表现性评价中评分者信度估计方法的比较研究--从相关法、百分比法到概化理论

随着素质教育的推进．表现性评价受到越来越多的重视。影响表现性评价结果信度的一个重要因素是评分者之间的不一致。文章使用模拟数据,在对比评分者一致性的相关法、一致性百分比法和概化系数等各种估计方法的基础上,提出概化理论在表现性评价中评分者信度问题上的应用是理论和实践发展的有益方向。     

非正态分布下概化理论方差分量变异量估计

方差分量估计是概化理论的必用技术,但受限于抽样,需要对其变异量进行探讨。采用Monte Carlo数据模拟技术,探讨非正态数据分布对四种方法估计概化理论方差分量变异量的影响。结果表明：（1）不同非正态数据分布下,各种估计方法的“性能”表现出差异性;（2）数据分布对方差分量变异量估计有影响,适合于非正态分布数据的方差分量变异量估计方法不一定适合于正态分布数据。     

用结构方程建模（SEM）估计概论理论（GT）中的评分者信度

评分者的信度分析,已从经典测量理论的方法（Kendall和谐系数）发展为基于现代测量理论（如GT）的方法,但由于GT中方差分量估计的工具和途径有限,使该方法的推广受到限制。本文介绍了结构方程建模（SEM）估计GT中方差分量的必要性及原理,并通过对某省直国家机关公务员录用考试结构化面试的评分者信度分析,阐述用SEM估计概化理论中不同设计下的评分者信度研究。     

高校教师教学水平评价多元概化理论权重效应分析

探讨高校教师教学水平评价多元概化理论合成信度的权重效应。使用"高校教师教学水平评价问卷",要求534名学生对16名教师进行评价,对收集到的数据作嵌套设计的多元概化理论分析。结果表明：（1）在高校教师教学水平评价中,多元概化理论合成信度估计权重、先验权重和效果权重产生不同效应;（2）结合高校教师教学水平评价,在充分分析三种权重对合成信度影响的基础上,提出了多元概化理论"合成信度三种权重效应分析模式图",能为正确使用多元概化理论权重提供科学参考。     

用多元概化理论对普通话的测试

用多元概化理论 (MGT)研究了国家语委编制的普通话测验。在G研究中 ,利用香港人普通话测试的数据 ,估计了引起分数变异的各种来源的方差与协方差分量。在D研究中 ,首先估计了该测验 3个部分的全域分数和各自的概化系数等技术指标 ,然后估计了全域合成分数及其概化系数、信噪比等指标。结果表明 ,该测验的信度从总体上讲是较高的 ,把三个部分的全域分数进行合成也是合理的 ,但从细节上看其第 3部分的信度较低。另外 ,当评分者个数为 3、试题数量为 2 8时 ,测验的第 1、2部分的信度已经较高 ,因此 ,在实测时减少这两部分的题量并不会有太大问题     

概化理论方差分量及其变异量估计:跨分布的模拟研究

为考察概化理论中方差分量及其变异量估计的准确性,采用模拟研究的方法,探究Traditional法、Jackknife法、Bootstrap法和MCMC法在p×i×h和p×(i:h)2种双侧面设计和正态、二项、多项、偏态分布4种数据类型下的表现。结果显示:(1)4种方法均能准确估计方差分量;(2)估计方差分量的标准误时,若数据正态分布,Traditional法最优,非正态分布时Bootstrap法最优;(3)估计方差分量的90%置信区间时,Bootstrap法在不同分布的数据下表现稳定,但容易受到侧面水平数的影响。综合来说,若数据呈正态分布,建议选用Traditional法; 若数据呈非正态分布,建议选用Bootstrap法。     

单维项目因素分析：CCFA与IRT估计方法的比较

当观测指标变量为二分分类数据时,传统的因素分析方法不再适用。作者简要回顾了SEM框架下的分类数据因素分析模型和IRT框架下的测验题目和潜在能力的关系模型,并对两种框架下主要采用的参数估计方法进行了总结。通过两个模拟研究,比较了SEM框架下GLSc和MGLSc估计方法与IRT框架下MML/EM估计方法的差异。研究结果表明：（1）三种方法中,GLSc得到参数估计的偏差最大,MGLSc和MML/EM估计方法相差不大;（2）随着样本量增大,各种项目参数估计的精度均提高;（3）项目因素载荷和难度估计的精度受测验长度的影响;（4）项目因素载荷和区分度估计的精度受总体因素载荷（区分度）高低的影响;（5）测验项目中阈值的分布会影响参数估计的精度,其中受影响最大的是项目区分度。（6）总体来看,SEM框架下的项目参数估计精度较IRT框架下项目参数估计的精度高。此外,文章还将两种方法在实际应用中应该注意的问题提供了一些建议。     

项目突显方式对视觉搜索策略的影响

搜索策略是将视觉注意导引到目标最可能出现位置的直接认知控制。本研究采用眼动跟踪技术与视觉搜索时间——鼠标点击时间的分离技术,探讨计算机视觉界面不同项目突显方式下的搜索策略问题。结果表明：（1）有无项目突显方式、不同的突显有效性水平,被试采用了导向式和序列式两种不同的搜索策略;（2）被试采用导向式搜索策略时,被试在第一个感兴趣区域首注视点百分比小于58.3％,在视觉搜索过程中的注视点数量明显较小、扫视轨迹长度和注视时间明显较少;（3）被试采用序列式搜索策略时,被试在第一个感兴趣区域首注视点百分比大于58.3％,在视觉搜索过程中的注视点数量明显较多、扫视轨迹长度和注视时间明显较长;（4）采用导向式的视觉搜索策略能显著减少被试的视觉搜索时间,提高视觉搜索的绩效,但不能显著减少被试的鼠标点击时间;（5）因为视觉界面上突显的设置改变了用户的搜索策略,所以提高了视觉搜索绩效。     

识图方式与地图难度对定向运动员识图决策绩效与视觉搜索特征的影响

目的：研究旨在探究定向运动员在识别定向运动地图时的决策绩效与视觉搜索特征。方法：研究采用组内设计，操控地图难度（简单和复杂）和运动员识图方式（精确识图和概略识图）对高水平定向运动员进行实验研究。结果：（1）随着地图难度的加大，定向运动员识图准确性下降，概略识图反应时增加。（2）识图时，简单地图比复杂地图注视频率和眼跳距离更大，注视次数更少；概略识图比精确识图注视次数更多、注视频率更高、眼跳距离更大；概略识图时，简单地图条件下运动员从起点开始正向搜索，复杂地图条件下从终点开始逆向搜索，注视区域面积大且分散；精确识图时，无论是简单地图还是复杂地图，所有运动员均首先搜索检查点说明表和终点，注视区域面积小且集中。结论：地图难度制约着定向运动员的识图决策绩效。定向运动员识图的视觉搜索特征受识图方式与地图难度影响，表现出不同的视觉搜索策略。     

Visual behavior and perception of trajectories of moving objects with visual occlusion

Experienced athletes in sports with moving objects have shown greater skill when using visual information to anticipate the direction of a moving object than nonexperienced athletes of those sports. Studies have shown that expert athletes are more effective than novices in occlusion situations in the first stages of the sports sequence. In this study, 12 athletes with different competitive experience in sports with moving objects viewed a sequence of tennis ball launches with and without visual occlusion, launched by a ball-shooting machine toward different areas with respect to the participant's position. The relation among visual behavior, occlusion time, and the precision of the task is reviewed. The spot where the balls bounced was analysed by a digital camera and visual behavior by an Eye Tracking System. Analysis showed that the nonexperienced athletes made significantly more errors and were more variable in visual occlusion conditions. Participants had a stable visual search strategy.     

相似性信息的激活对情境性表征影响的年龄差异

使用视觉搜索范式研究了6岁、9岁、12岁和成人,在限时和不限时呈现材料条件下对实物图形的视觉搜索及再认。结果表明:1)限时和不限时视觉搜索任务方式对视觉搜索和再认的准确性、反应时均有显著影响。2)视觉搜索和再认的准确性随被试年龄的增长而提高,反应时则随其年龄增长而缩短。3)靶项目是否作为搜索项目出现对视觉搜索和再认的准确性没有显著影响,但对视觉搜索和再认的反应时有显著影响,靶项目的出现使视觉搜索和再认的反应时都显著缩短。4)搜索项性质对视觉搜索和再认的反应时指标有显著影响,但对准确性没有显著影响。     

Is it dangerous? The role of an emotional visual search strategy and threat-relevant training in the detection of guns and knives

Counter-terrorism strategies rely on the assumption that it is possible to increase threat detection by providing explicit verbal instructions to orient people's attention to dangerous objects and hostile behaviours in their environment. Nevertheless, whether verbal cues can be used to enhance threat detection performance under laboratory conditions is currently unclear. In Experiment 1, student participants were required to detect a picture of a dangerous or neutral object embedded within a visual search display on the basis of an emotional strategy ‘is it dangerous?’ or a semantic strategy ‘is it an object?’. The results showed a threat superiority effect that was enhanced by the emotional visual search strategy. In Experiment 2, whilst trainee police officers displayed a greater threat superiority effect than student controls, both groups benefitted from performing the task under the emotional than semantic visual search strategy. Manipulating situational threat levels (high vs. low) in the experimental instructions had no effect on visual search performance. The current findings provide new support for the language-as-context hypothesis. They are also consistent with a dual-processing account of threat detection involving a verbally mediated route in working memory and the deployment of a visual template developed as a function of training.     

Eye movements and attention in reading,scene perception,and visual search

Eye movements are now widely used to investigate cognitive processes during reading, scene perception, and visual search. In this article, research on the following topics is reviewed with respect to reading: (a) the perceptual span (or span of effective vision), (b) preview benefit, (c) eye movement control, and (d) models of eye movements. Related issues with respect to eye movements during scene perception and visual search are also reviewed. It is argued that research on eye movements during reading has been somewhat advanced over research on eye movements in scene perception and visual search and that some of the paradigms developed to study reading should be more widely adopted in the study of scene perception and visual search. Research dealing with “real-world” tasks and research utilizing the visual-world paradigm are also briefly discussed.     

Waldo reveals cultural differences in return fixations

ABSTRACT

Humans routinely perform visual search towards targets to adapt to the environment. These sequences of ballistic eye movements are shaped by a combination of top–down and bottom–up factors. Recent research documented that human observers display cultural-specific fixation patterns in a range of visual processing tasks. In particular, eye movement strategies extracting information from faces clearly differs between Western Caucasian (WC) and East Asian (EA) observers. However, whether such cultural differences are also present for visual scene processing remains debated. To this aim, we recorded the eye movements of WC and EA observers while they were solving visual search problems parametrically varying in difficulty: Where’s Waldo. Both groups had a comparable familiarity with the Waldo books reaching a comparable level of accuracy in target detection. Both cultural groups also showed a comparable temporal effect on inhibition of return, with longer fixation durations when saccades were performed to a return location compared to other locations. Westerners, however, located Waldo faster than Easterners. Interestingly, this modulation of speed was likely related to differences occurring on the low-level mechanisms of spatial inhibition of return, with EA observers returning more often to previously visited locations than the WC observers. This suboptimal eye movement strategy in the Easterners might be engendered by their cultural perceptual bias consisting in? a greater use of extra-foveal information. Overall, our data point towards the existence of a subtle, but significant difference in the processing of visual scenes across observers from different cultures during active visual search.     

The effects of emotion priming on visual search in socially anxious adults

This study examined the effects of emotion priming on visual search in participants characterised for different levels of social anxiety. Participants were primed with five facial emotions (angry, fear, happy, neutral, and surprised) and one scrambled face immediately prior to visual search trials involving finding a slanted coloured line amongst distractors, as reaction times and accuracy to target detection were recorded. Results suggest that for individuals low in social anxiety, being primed with an angry, surprised, or fearful face facilitated visual search compared to being primed with scrambled, neutral or happy faces. However, these same emotions degraded visual search in participants with high levels of social anxiety. This study expands on previous research on the impact of emotion on attention, finding that amongst socially anxious individuals, the effects of priming with threat extend beyond initial attention capture or disengagement, degrading later visual search.     

眼见为实?视觉搜索的证实反应与策略反应

为检验视觉搜索加工过程中目标驱动与刺激驱动的制约关系,本研究采用视觉搜索范式,操作靶目标颜色与样例颜色是否匹配,以及搜索刺激集的样例颜色比例两个搜索难度变量;并根据靶目标兴趣区注视点情况,把搜索策略划分为证实反应与策略反应。结果表明,在搜索难度增加时,证实反应的比例下降,而策略反应的比例上升,这表明搜索策略的转换优化了注意选择功能。     

The target effect: Visual memory for unnamed search targets

Search targets are typically remembered much better than other objects even when they are viewed for less time. However, targets have two advantages that other objects in search displays do not have: They are identified categorically before the search, and finding them represents the goal of the search task. The current research investigated the contributions of both of these types of information to the long-term visual memory representations of search targets. Participants completed either a predefined search or a unique-object search in which targets were not defined with specific categorical labels before searching. Subsequent memory results indicated that search target memory was better than distractor memory even following ambiguously defined searches and when the distractors were viewed significantly longer. Superior target memory appears to result from a qualitatively different representation from those of distractor objects, indicating that decision processes influence visual memory.