An introduction to association rule mining: An application in counseling and help-seeking behavior of adolescents

Association rule mining (ARM) is a technique used to discover relationships among a large set of variables in a data set. It has been applied to a variety of industry settings and disciplines but has, to date, not been widely used in the social sciences, especially in education, counseling, and associated disciplines. This article thus introduces ARM and presents aspects of existing work that will be relevant and useful to researchers practitioners in the social sciences. Definitions and concepts are presented, and examples of ARM applications are highlighted to strengthen these ideas. We also discuss an example from our existing research to show that ARM can be used to investigate help-seeking behavior in a sample of secondary school students in Singapore. We also present some guidelines and recommendations for using ARM.     

Multiple Cues in Social Perception: The Time Course of Processing Race and Facial Expression

The purpose of the present study was to examine the time course of race and expression processing to determine how these cues influence early perceptual as well as explicit categorization judgments. Despite their importance in social perception, little research has examined how social category information and emotional expression are processed over time. Moreover, although models of face processing suggest that the two cues should be processed independently, this has rarely been directly examined. Event-related brain potentials were recorded as participants made race and emotion categorization judgments of Black and White men posing either happy, angry, or neutral expressions. Our findings support that processing of race and emotion cues occur independently and in parallel, relatively early in processing.     

“You Must Follow Our Belief or Else You Can't Receive God”: Constructing a Sexual Bi/Theology of Eucharist

Embodied experiences and insights of LGBTQ persons can challenge and contradict grand metanarratives of sacramental theology that exclude and/or censure these persons. Through a theological investigation of the narratives of Vincent, a 26‐year old Malaysian, I examine the dynamics of his self‐identifying as bisexual and Roman Catholic in relation to his perception of the Eucharist. Drawing from his narratives and aided by the theologisings of Marcella Althaus‐Reid, Andrea Bieler and Luise Schottroff, I explore alternative ways in which the Eucharist can be imagined for LGBTQ Christians.     

Disclosure of HIV Status Among Female Youth With HIV

Minority female youth are significantly affected by the HIV epidemic. The purpose of this pilot study was to explore sexual behavior practices, disclosure of HIV status, attitudes about disclosure, and knowledge of HIV disclosure laws among female youth with HIV (YWH). Findings suggest that the majority of YWH studied have been sexually active since their HIV diagnosis, although the nature and extent of sexual activity varied. Rates of nondisclosure to sexual partners varied based on the type of question asked, but at least some of the YWH in this sample reported sexual activity with a partner who was unaware of the participant’s HIV status. YWH appear to be more likely to disclose before, as opposed to after, sexual activity. Although most YWH believe disclosure to sexual partners is important for a variety of reasons, many reasons exist for nondisclosure, including fear of rejection and limited communication skills. The majority of YWH in this sample were aware of the potential legal ramifications of nondisclosure although fear of legal repercussions was not the most important factor related to disclosure. These findings favor the implementation of HIV disclosure interventions over the enactment of HIV criminalization laws as a strategy for reducing HIV transmission.     

Evaluating the Emergence of Reverse Intraverbals Following Intraverbal Training in Young Children with Autism Spectrum Disorder

The purpose of the proposed study was to replicate and extend prior research on intraverbal training by evaluating whether teaching sets of original and reverse intraverbals from the same category (e.g., animal sounds) would result in the emergence of novel, reverse intraverbals. Three children with autism spectrum disorder participated in the study. We used a multiple baseline across categories design with a constant‐series control to evaluate the effects of training original and reverse intraverbals on subsequent trained and untrained reverse intraverbals. Copyright © 2015 John Wiley & Sons, Ltd.     

Supportive supervisors improve employees' daily lives: The role supervisors play in the impact of daily workload on life satisfaction via work–family conflict

This article presents a multilevel approach that uncovers how day-to-day variations in workload influence life satisfaction by creating work–family conflict, as well as the role supportive supervisors play in influencing these daily relationships. In this experience-sampling study, 135 employees responded to 2 daily surveys (one at work and one at home) for 5 days and a one-time post-study survey. With a total of 810 surveys, hierarchical linear modeling revealed that employees' daily perceived workload positively predicted daily work–family conflict, which in turn negatively predicted daily life satisfaction. Importantly, we found support for a cross-level interaction where supervisor work–family specific support (measured once in the post-study survey) negatively moderated the relationship between daily workload and work–family conflict, attesting the importance of supervisory support in reducing daily interference between work and family.     

Resolving Uncertainty About the Intolerance of Uncertainty Scale–12: Application of Modern Psychometric Strategies

In this study, we evaluated the factor structure, reliability estimates, item parameters, and differential correlates of the short form of the Intolerance of Uncertainty Scale (Carleton, Norton, &; Asmundson, 2007 Carleton, R., Norton, P., &; Asmundson, G. (2007). Fearing the unknown. A short version of the Intolerance of Uncertainty Scale. Journal of Anxiety Disorders, 21, 105–117.[Crossref], [PubMed], [Web of Science ®] , [Google Scholar]) in samples of undergraduate women (n = 387) and men (n = 276) ranging in age from 18 to 49 years (M = 20.20, SD = 3.91). This instrument was designed to measure 2 facets of intolerance of uncertainty—prospective anxiety and inhibitory anxiety—although total scores on the measure are often used. A major objective of this study was to determine the degree to which derivation of total versus subscale scores is empirically permissible. Comparison of a bifactor model to a unidimensional model and a 2-factor correlated traits model indicated that the bifactor model exhibited superior fit to the sample data. This model provided evidence of a strong general intolerance of uncertainty factor that was more reliable and accounted for significantly more common variance than either subscale factor. Examination of the item response theory slope parameters revealed negligible bias in the measure's items across genders. Finally, a series of simultaneous regression analyses was conducted to examine differential correlates of the measure's total scale scores for men and women.