A Bayesian analysis of human decision-making on bandit problems

The bandit problem is a dynamic decision-making task that is simply described, well-suited to controlled laboratory study, and representative of a broad class of real-world problems. In bandit problems, people must choose between a set of alternatives, each with different unknown reward rates, to maximize the total reward they receive over a fixed number of trials. A key feature of the task is that it challenges people to balance the exploration of unfamiliar choices with the exploitation of familiar ones. We use a Bayesian model of optimal decision-making on the task, in which how people balance exploration with exploitation depends on their assumptions about the distribution of reward rates. We also use Bayesian model selection measures that assess how well people adhere to an optimal decision process, compared to simpler heuristic decision strategies. Using these models, we make inferences about the decision-making of 451 participants who completed a set of bandit problems, and relate various measures of their performance to other psychological variables, including psychometric assessments of cognitive abilities and personality traits. We find clear evidence of individual differences in the way the participants made decisions on the bandit problems, and some interesting correlations with measures of general intelligence.     

Expectancy bias and the persistence of posttraumatic stress

Anxious individuals tend to overestimate the probability that encounters with anxiogenic stimuli (CS) will be followed by aversive consequences (UCS). This study examined whether such (biased) UCS expectancies predict the persistence of PTSD symptoms. A total of 265 soldiers were recruited before a four-month deployment to Iraq in 2004. About 2-5 months after deployment, 171 (65%) soldiers completed self-report scales about adverse events in Iraq and PTSD symptoms, and a UCS expectancy task. In this task, participants were exposed to a series of deployment-related and deployment-unrelated (control) picture stimuli. For each trial, the participants indicated the subjective probability that a particular slide would be followed by an imminent loud noise. Around 15 months after deployment, 130 (76%) soldiers completed surveys about PTSD symptoms again. Only a small group of participants had high levels of PTSD symptoms. Regression analyses showed that the level of PTSD symptoms at 15 months was predicted by earlier PTSD symptoms, but also and independently by an enhanced UCS expectancy to deployment-related stimuli. The findings support the notion that UCS expectancy bias contributes to the persistence of PTSD symptoms.     

The role of visual perspective in information processing

Social events can be described from the perspective of either a person in the situation in which the event occurs (e.g., “John came into…”) or that of an outside observer (“John went into…”). We find that when individuals are disposed to form visual images, they have difficulty comprehending both verbal statements and pictures when the perspective from which the event is described differs from the perspective from which they have encountered similar events in daily life. Furthermore, the disposition to form visual images increases the intensity of emotional reactions to an event when the event is described from the perspective of someone in the situation in which it occurs. These effects are not evident, however, among individuals who typically process information semantically without forming visual images.     

The implicit cognition of relationship maintenance: Inattention to attractive alternatives

The temptation of alternative mating partners can threaten satisfaction with and commitment to an existing romantic relationship. Consequently, people exhibit cognitive processes that help protect their relationship when faced with desirable relationship alternatives. Previous studies have focused primarily on processes that involve explicit, higher-order cognitive mechanisms such as overt judgments and choices (e.g., judging the alternative as less attractive). The current studies, in contrast, examined automatic, early-stage attentional processes that may help protect against threats posed by exposure to alternative mating partners. Whereas single participants responded to implicit mating primes by increasing early-stage attention to physically attractive opposite sex targets, participants in a committed romantic relationship were inattentive to those attractive alternatives. This research provides a novel approach for studying implicit cognitive mechanisms involved in maintaining close relationships.     

Horse (Equus caballus) whinnies: a source of social information

Many animal species that rely mainly on calls to communicate produce individual acoustic structures, but we wondered whether individuals of species better known as visual communicants, with small vocal repertoires, would also exhibit individual distinctiveness in calls. Moreover, theoretical advances concerning the evolution of social intelligence are usually based on primate species data, but relatively little is known about the social cognitive capacities of non-primate mammals. However, some non-primate species demonstrate auditory recognition of social categories and possess mental representation of their social network. Horses (Equus caballus) form stable social networks and although they display a large range of visual signals, they also use long-distance whinny calls to maintain contact. Here, we investigated the potential existence of individual acoustic signatures in whinny calls and the ability of horses to discriminate by ear individuals varying in their degree of familiarity. Our analysis of the acoustic structure of whinnies of 30 adult domestic horses (ten stallions, ten geldings, ten mares) revealed that some of the frequency and temporal parameters carried reliable information about the caller’s sex, body size and identity. However, no correlations with age were found. Playback experiments evaluated the behavioural significance of this variability. Twelve horses heard either control white noise or whinnies emitted by group members, familiar neighbours or unfamiliar horses. While control sounds did not induce any particular response, horses discriminated the social category of the callers and reacted with a sound-specific behaviour (vigilance and attraction varied with familiarity). Our results support the existence of social knowledge in horses and suggest a process of vocal coding/decoding of information.     

学习不良儿童对情绪表达规则的认知特点

采用儿童对情绪表达规则的认知访谈故事,比较了学习不良儿童和一般儿童对情绪表达规则认知的发展特点。结果发现,学习不良儿童表情调节知识水平显著低于一般儿童,性别差异不显著,组别与年级交互作用不显著,表明两组儿童发展趋势类似,发展水平不同;学习不良儿童报告出较少的社会定向目标,自我保护目标得分与一般儿童差异不显著;学习不良儿童缺少根据不同人际关系类型灵活运用情绪表达规则的知识,而且较少把情绪表达规则的使用和目标联系起来     

英语专业大学生阅读汉语和英语材料的眼动研究

用EyelinkⅡ眼动仪记录23名母语为汉语的英语专业大学生阅读汉语和英语对照材料的眼动情况。结果发现：（1）被试阅读汉—英对照材料时,理解率没有差异,但汉语材料的阅读速度、阅读时间和阅读效率等明显优于英语材料的;（2）在注视次数、平均注视时间、注视频率、平均眼跳幅度和回视入次数等指标上,被试阅读汉语材料的成绩明显高于英语材料的;（3）对汉—英同义目标词加工的眼动特点分析发现,相对于英语目标词,被试对相同像素汉语目标词的加工更难。     

斯坦福-比奈智力量表第四版的特色研究

本研究旨在探讨斯坦福-比奈智力量表第四版的特色,以期把握世界上最优秀的个别智力测验的发展趋向。通过对斯坦福-比奈智力量表第四版的翻译、修改工作,依据144名被试的测试数据,量表的理论结构,并对分测验的特点作了详尽的分析。研究中共获得了五点关于编制和使用个别智力测验的启示。     

心为文字之性:永明延寿判教原则的语言哲学分析

Along with the Chan’s “linguistic turn”, the significance of sutras, which were despised and even regarded as the obstacle to complete enlightenment, became accepted by the Chan. Due to Yanshou’s contributions, the principle that emphasized the diversity of teaching in terms of the relationship between meaning and expression in the Sui and Tang Dynasties has been changed into a system which stressed the importance of the root/branches relationship of the mind and words. According to Yanshou, the conflict between the Chan and doctrinal teachings is resolved by highlighting the significance of words. Yanshou’s work greatly inspired the Chan’s interest in words in the Song Dynasty. __________ Translated from Jiangsu Shehui Kexue 江苏社会科学 (Jiangsu Social Sciences), 2005, (5): 109–113     

中学师生内隐智力观的发展研究

采用半结构式访谈调查与问卷调查相结合的方法,对中学师生的内隐智力观进行了研究。结果发现：在对聪明男女中学生重要特征的评定中,中学教师对于智力的理解多集中于与认知有关的因素,并且评价所涉及到的方面随被评价对象年龄增长而调整;中学生对于智力的理解多集中于与人际交往有关的因素,并且随着年龄增长表现出更加看重内在特征的趋势;中学教师与中学生的内隐智力观存在一致性,主要表现为他们对聪明特征的评定因被评价对象的年龄和性别不同而变化,也存在一定的差异,具体为教师和学生强调的方面有所不同。