Structural equation modeling with heavy tailed distributions

Data in social and behavioral sciences typically possess heavy tails. Structural equation modeling is commonly used in analyzing interrelations among variables of such data. Classical methods for structural equation modeling fit a proposed model to the sample covariance matrix, which can lead to very inefficient parameter estimates. By fitting a structural model to a robust covariance matrix for data with heavy tails, one generally gets more efficient parameter estimates. Because many robust procedures are available, we propose using the empirical efficiency of a set of invariant parameter estimates in identifying an optimal robust procedure. Within the class of elliptical distributions, analytical results show that the robust procedure leading to the most efficient parameter estimates also yields a most powerful test statistic. Examples illustrate the merit of the proposed procedure. The relevance of this procedure to data analysis in a broader context is noted. The authors thank the editor, an associate editor and four referees for their constructive comments, which led to an improved version of the paper.     

Increasing wealth inequality may increase interpersonal hostility: The relationship between personal relative deprivation and aggression

In most Western societies, wealth inequality is increasing, which in turn could increase people’s belief that one’s standing is relatively disadvantaged. Based on relative deprivation theory, we argue that such an experience of personal relative deprivation should causally lead to greater interpersonal hostility. Indeed, three experiments show that participants in a personal relative deprivation condition reported higher levels of aggressive affect and behaved more aggressively than participants in a personal relative gratification condition. Compared to a control condition, participants experiencing personal relative deprivation were more aggressive rather than participants experiencing personal relative gratification being less aggressive. However, personal relative deprivation increased aggressive behavior only toward targets that were the source for participants’ experience of disadvantage, but it did not increase aggression toward neutral targets.     

Age-related differences in the timing aspect of lumbopelvic rhythm during trunk motion in the sagittal plane

Forward bending and backward return of the human trunk in the sagittal plane are associated with a specific lumbopelvic rhythm, which consists of magnitude and timing aspects. In this study, the age-related differences in the timing aspect of lumbopelvic rhythm were investigated using the continuous relative phase method. Specifically, the mean absolute relative phase (MARP) between the thoracic and pelvic motions as well as variation in MARP under repetitive motions, denoted by deviation phase (DP), were characterized in sixty participants between 20 and 70 years old. MARP and DP were determined for trunk forward bending and backward return tasks with self-selected slow and fast paces. The MARP and DP were both smaller (p = 0.003, p < 0.001 respectively) in the older versus younger age participants with no gender-related difference. In fast versus slow pace task, the MARP was smaller (p < 0.001) only in forward bending, whereas the DP was smaller (p < 0.001) in both the forward bending and backward return. A more in-phase and more stable lumbopelvic rhythm denoted respectively by smaller MARP and DP in older versus younger individuals maybe a neuromuscular strategy to protect the lower back tissues from excessive strain, in order to reduce the risk of injury.     

当抗议遭遇挫折:集体行动失利情境下情绪反应对行动意愿的作用

在集体行动发展过程中,新的群际互动事件会对参与者心理及行为产生重要影响。本研究采取调查问卷与实验情境设计相结合的方法,考察了集体行动失利情境下参与者情绪体验对其未来行动意愿的影响,以及群体认同与群体效能对情绪的作用机制。研究结果显示:1)集体行动的消极结果会引发参与者愤怒与沮丧情绪体验,且愤怒情绪对其未来行动意愿有正向预测作用,沮丧情绪对其未来行动意愿有负向预测作用;2)群体认同与群体效能会影响群体成员因集体行动失利而产生的愤怒感与沮丧感,参与者对内群体的认同感越强,效能评估越高,在集体行动遭遇挫败时体验到的愤怒感就越强,体验到的沮丧感就越弱。本研究扩展了集体行动的情绪研究取向,并为探讨集体行动的动态演变提供了新的研究思路。     

The role of dual categorization and relative ingroup prototypicality in reparations to a minority group: An examination of empathy and collective guilt as mediators

In the current study, we investigate factors that facilitate or otherwise obstruct reparations of a perpetrating group (i.e. Muslims) to a victim group (i.e. Christians). The study (N = 200) reveals that among Muslim participants, the role of dual Abrahamic categorization in positively predicting reparation attitude towards Christians was mediated by the first group's prosocial emotions of empathy and collective guilt towards the latter group. In addition, relative Muslim prototypicality negatively predicted dual Abrahamic categorization and each of the two prosocial emotions. Empathy and collective guilt in turn mediated the role of relative ingroup prototypicality in negatively predicting reparation attitude. Moreover, as hypothesized, we found that the roles of empathy and collective guilt in predicting reparation intention, as manifested in participants' willingness to engage in collective action on behalf of the victim group, were not significant on their own, but were mediated by reparation attitude. These findings shed light on the importance of the relationship between the perpetrating group's shared identity with the victim group, reduced ingroup focus and its support for making reparations to the victim group. Theoretical implications, study limitations and practical strategies highlighting how to decrease relative Muslim prototypicality are discussed.     

从国内有关研究看经济状况对个体幸福感的影响

通过对国内46篇涉及经济状况与幸福感关系的文献进行统计分析, 经c2检验发现, 大多数研究表明经济状况对幸福感有显著影响, 其中幸福感最低的是经济上相对较差或处于贫困状态的群体; 少数研究显示经济状况对幸福感无显著影响, 其样本来自经济发达省市或是收入有保障的群体; 还有研究表明相对经济状况对幸福感的影响大于绝对经济状况。因此, 改善弱势群体的生存质量, 关注民众非物质需要的满足, 缩小人们之间的收入差距, 将有助于提升我国各阶层民众的幸福感, 促进社会和谐。     

中文单双字词中成分相对位置信息加工比较研究

左右结构单字词（2R词）中的部件和双字词（2C词）中的字都是构词成分。有研究表明,在词汇判断任务中,部件的相对位置影响2R词的识别,字的相对位置却不影响2C词的识别。在其他任务中,2R词中部件的相对位置信息似乎也是可以忽视的。 词是语义表征的基本单位。和启动词汇判断任务相比,启动语义归类任务可能更有利于测量启动刺激和目标刺激间的语义联系。我们采用启动语义归类任务对大学生进行了两项实验研究,并对同一目标词使用了三种启动刺激：和目标词所指事物同属一概念范畴的样例词（语义启动）、语义启动的逆序非词和目标词的逆序非词。 结果发现,不论2R词还是2C词,三种启动刺激对被试判断目标词所指事物是否有生命性的反应有显著性影响,而且,三种启动刺激在启动效应大小上没有显著性差异。这意味着,在激活有无生命概念表征的时候,指具体事物的单双字词有相似性。 结论是,在2R词和2C词识别的早期阶段,熟练读者对词及其构成成分语义信息的提取是同时进行的,构成成分的位置信息不重要。毕竟2R词和2C词结构成分的相对位置是固定的,因此未来需要探究2R词和2C词成分位置信息何时得以加工。     

Discriminating the integrated orientation of line segments and its statistical efficiencies

Abstract:  We carried out two experiments to investigate both how efficiencies fluctuate due to the experimental conditions and how we determine the representative efficiency among such various efficiencies in the discrimination task of line orientations. In Experiment 1, line segments were displayed simultaneously and dispersed spatially, while in Experiment 2, line segments were displayed sequentially. In both experiments, statistical efficiencies were calculated. In Experiment 1, efficiencies initially increased as stimulus duration increased, and decreased as the number of lines increased to a point where the efficiencies remained almost stable despite additional changes of stimulus duration or number of lines. In contrast, in Experiment 2, efficiencies were stable for almost all numbers of sequentially displayed lines, except for the condition that four lines were displayed in random positions. These stable efficiencies were approximately 50% in Experiment 1 and 30–50% in Experiment 2. We suggest that these stable efficiencies are varied in the context that human and ideal observers would adopt the same strategy regardless of the experimental conditions.     

Comparing the Effects of Unknown-Known Ratios on Word Reading Learning Versus Learning Rates

An extension of G. L. Cates et al. (2003) investigation was conducted to determine if students’ cumulative learning rates would be superior for words read under a traditional drill and practice condition (as they were for spelling in the previous study) than under interspersal conditions of varying ratios of unknown to known words. Participants consisted of three intermediate grade students who were delayed readers. They received a less challenging ratio of unknown to known word (High-P sequencing) interspersal procedure, a more challenging ratio of unknown to known word interspersal training procedure, and a traditional drill and practice procedure in an alternating fashion across several tutoring sessions. Cumulative words read with mastery and cumulative rates of words read with mastery were measured across sessions for each participant under each instructional condition. Findings were consistent with the Cates et al., study revealing that children learn more words per minute of instructional time under the traditional drill and practice condition. These results further support examining instructional efficiency as well as effectiveness when making decisions about selecting and implementing interventions.     

Old Foundations for the Logic of Agency and Action

The paper presents an infinite hierarchy of sound and complete axiomatic systems for Two-Dimensional Modal Tense Logic with Historical Necessity, Agents and Acts. A main novelty of these logics is their capacity to represent formally (i) basic action-sentences asserting that such and such an act is performed/omitted by an agent, as well as (ii) causative action-sentences asserting that by performing/omitting a certain act, an agent causes that such and such a state-of-affairs is realized (e.g. comes about/ceases/remains/remains absent). We illustrate how the formal machinery of our systems can be used to reconstruct a number of interesting ideas in the Logic of Agency and Action that have been proposed by authors like von Wright, von Kutschera, Belnap and Segerberg.