Heuristic cognitive diagnosis when the Q‐matrix is unknown

Cognitive diagnosis models of educational test performance rely on a binary Q‐matrix that specifies the associations between individual test items and the cognitive attributes (skills) required to answer those items correctly. Current methods for fitting cognitive diagnosis models to educational test data and assigning examinees to proficiency classes are based on parametric estimation methods such as expectation maximization (EM) and Markov chain Monte Carlo (MCMC) that frequently encounter difficulties in practical applications. In response to these difficulties, non‐parametric classification techniques (cluster analysis) have been proposed as heuristic alternatives to parametric procedures. These non‐parametric classification techniques first aggregate each examinee's test item scores into a profile of attribute sum scores, which then serve as the basis for clustering examinees into proficiency classes. Like the parametric procedures, the non‐parametric classification techniques require that the Q‐matrix underlying a given test be known. Unfortunately, in practice, the Q‐matrix for most tests is not known and must be estimated to specify the associations between items and attributes, risking a misspecified Q‐matrix that may then result in the incorrect classification of examinees. This paper demonstrates that clustering examinees into proficiency classes based on their item scores rather than on their attribute sum‐score profiles does not require knowledge of the Q‐matrix, and results in a more accurate classification of examinees.     

When the poor excel: Poverty facilitates procedural learning

Recent research has shown that poverty directly impeded cognitive functions because the poor could be easily distracted by monetary concerns. We argue that this effect may be limited to functions relying on working memory. For functions that rely on proceduralized processes however, monetary concerns elicited by reminding of financial demands would be conducive rather than harmful. Our results supported this hypothesis by showing that participants with lower income reached the learning criterion of the information‐integration categorization task faster than their more affluent counterparts after reminding of financial demands.     

Exploring and Estimating the Revenues and Profits of Participants in Stolen Data Markets

Researchers have begun to explore the problem of mass data breaches, where consumer information is acquired by cybercriminals and sold in open markets on-line. Although studies document the social processes of the market and relationships between buyers and sellers, few have considered the revenues earned from market transactions. This study explored these issues using a sample of threads from 10 Russian language and 3 English language Web forums used to sell stolen data. Estimates were generated on the total number of transactions completed by participants along with the advertised prices for the two most common forms of personal information sold. The findings demonstrated that buyers may earn a range of revenues from the sale of stolen data, although this figure was smaller than the potential profits earned from fraudulent use and identity crimes by data buyers. The implications of this study for cybercrime research and policy are explored in detail.     

Refusal Self‐Efficacy Among SMART Recovery Members by Affiliation Length and Meeting Frequency

Using the Brief Situational Confidence Questionnaire, the authors examined the refusal self‐efficacy of 105 Self‐Management and Recovery Training (SMART Recovery) members according to their affiliation length and meeting frequency. Results demonstrated that longer affiliation with SMART Recovery and higher meeting frequency significantly enhanced substance refusal self‐efficacy.     

Effects of Parental Psychological Control on Child’s School Life: Mobile Phone Dependency as Mediator

Ecological view of human development calls for an investigation of multiple contexts surrounding children. In South Korea, traditional Confucianism and recent technological advancements serve as influential social and cultural contexts that affect parent–child relations and child development. High levels of parental control and strong emphasis on academic achievement have long been distinctive features of Korean parenting practices, which are attributable to Confucian values. Additionally, Korean children’s mobile phone dependency (MPD) has become a growing concern, as South Korea developed as an IT powerhouse. Combined, these contexts resulted in high parental control of children’s mobile phone use, so that such electronic devices would not hinder learning and achievement. Effects of high parental control on children’s MPD and their school life, however, have yet to be discovered. We hypothesized, that, unlike parents’ intentions, psychological control is more likely to increase MPD and disrupt school life. To examine this research model, we made use of the first and third wave data from Korea Children and Youth Panel Survey. Participants were 2378 children (52.2 % boys) of the same age of 10 in the first wave. After multiple imputation for missing values, hierarchical logistic regression followed to examine the mediational model. The results verified the hypothesized model, showing significant adverse influence of psychological control on MPD, self-regulated learning and school adjustment. MPD fully mediated the effect of psychological control on self-regulations, while partially mediating the effects on school adjustment. Implications for Korean parents with regard to supporting children’s psychological autonomy was discussed.     

Mix or Match? Consumer Spending Decisions in Conditional Promotions

Conditional multi‐item promotions are a prevalent marketing tactic whereby consumers have to buy a certain number of products to get a discount. This paper examines how framing a multi‐item promotion in terms of savings on multiple items versus a single item (e.g., “buy two, get X% off on both” vs. “buy two, get 2X% off on the cheaper item”) affects consumers’ decision‐making and product choices. Two laboratory studies and a field study at a boutique clothing store demonstrate that the “2X% on cheaper” framing makes consumers more likely to select similarly priced primary and secondary items. This strategy is driven by increased focus on promotional savings under the “2X% on cheaper” framing, which leads consumers to spend more on their secondary items. Overall, this research shows how a subtle change in the framing of multi‐item promotions changes consumers’ product selection strategies and shopping basket composition.     

共患难,更同盟:共同经历相同负性情绪事件促进合作行为

4项实验探讨了共同经历相同负性情绪事件,相比单独经历负性情绪事件,是否以及如何促进了个体间的合作。实验1~3分别采用抽奖任务和瑞文推理测验任务操纵负性情绪事件,采用公共物品博弈任务测量合作行为,结果表明,共同经历相同负性情绪事件,相比单独经历负性情绪事件,促进了个体间的合作行为。实验2通过测量归属需要、社会联结和内群体认同,实验3通过操纵归属需要,来考察共同经历相同负性情绪事件促进合作行为的潜在机制,结果表明,共同经历者之间的合作行为受归属需要的驱动,而社会联结和内群体认同不足以对该现象进行解释。实验4通过操纵个体共同经历“相同”和“不同”的负性情绪事件,进一步厘清了,促进个体间的合作是由于“共同经历相同的负性情绪事件”而非“共同经历负性情绪”造成的。研究结果有利于解释小群体的形成,对群体和社会管理亦具有借鉴意义。     

青少年抑郁:基于社会支持的视角

青少年罹患抑郁的社会因素受到研究者们的密切关注,尤其是社会支持因素。本文首先总结了社会支持与青少年抑郁关系的内在机制,包括主效应机制和缓冲效应机制;其次论述了影响社会支持与青少年抑郁关系的多种因素,主要涉及来自于社会支持提供者、社会支持接受者和测量方法等方面的因素。社会支持提供者因素包括性别、数量和社会地位;社会支持接受者因素包括性别、年龄、个体内在特征、人格特征以及遗传;此外方法主要涉及社会支持与抑郁症的测量。最后提出了未来的研究方向,如测量方法的改进、元分析纵向研究的开展、线上支持的研究,为青少年抑郁的社会干预提供更多的研究视角。     

女性主义认同发展量表的中文版修订

目的:修订女性主义认同发展量表(feminist identity development scale,FIDS),检验其在中国女性大学生群体中的信度和效度。方法:对1657名女性大学生施测中文版FIDS、自尊量表(the self-esteem scale,SES)和矛盾性别偏见量表(ambivalent sexism inventory,ASI)中的敌意性别偏见分量表,随后进行项目分析、信度分析、探索性因子分析、验证性因子分析和效标效度的检验。结果:修订后的中文版FIDS共有27个条目,保留了5个分量表,分别是被动接受、醒悟、融合发展、整合和积极投入,累积方差贡献率为56.18%; 五因子模型拟合较好(χ2/df=2.99,IFI=0.92,CFI=0.92,GFI=0.92,TLI=0.91,RMSEA=0.05); 中文版FIDS的内部一致性系数(Cronbach’s α)在0.71～0.89之间,分半信度在0.75～0.90之间。结论:修订后的中文版FIDS在中国女性大学生群体中具有较好的信效度,是测量女性主义认同发展水平的有效工具。