The analysis of zero-inflated count data: beyond zero-inflated Poisson regression

Infrequent count data in psychological research are commonly modelled using zero-inflated Poisson regression. This model can be viewed as a latent mixture of an "always-zero" component and a Poisson component. Hurdle models are an alternative class of two-component models that are seldom used in psychological research, but clearly separate the zero counts and the non-zero counts by using a left-truncated count model for the latter. In this tutorial we revisit both classes of models, and discuss model comparisons and the interpretation of their parameters. As illustrated with an example from relational psychology, both types of models can easily be fitted using the R-package pscl.     

Sex differences for the recognition of direct versus averted gaze faces

Gaze direction plays a central role in face recognition. Previous research suggests that faces with direct gaze are better remembered than faces with averted gaze. We compared recognition of faces with direct versus averted gaze in male versus female participants. A total of 52 adults (23 females, 29 males) and 46 children (25 females, 21 males) completed a computerised task that assessed their recognition of faces with direct gaze and faces with averted gaze. Adult male participants showed superior recognition of faces with direct gaze compared to faces with averted gaze. There was no difference between recognition of direct and averted gaze faces for the adult female participants. Children did not demonstrate this sex difference; rather, both male and female youth participants showed better recognition of faces with direct gaze compared to averted gaze. A large body of previous research has revealed superior recognition of faces with direct, compared to averted gaze. However, relatively few studies have examined sex differences. Our findings suggest that gaze direction has differential effects on face recognition for adult males and females, but not for children. These findings have implications for previous explanations of better recognition for direct versus averted gaze.     

Structured writing about current stressors: The benefits of developing plans

To investigate the health outcomes of structured writing about everyday stressors, 64 undergraduates selected a stressful event with which they were currently dealing, and wrote about it at home on three occasions in 1 week. Two forms of writing were manipulated: expressive writing?–?exploring one's thoughts and feelings about the stressor; and planful writing?–?developing plans to deal with the problem. Appraisals of control and efficacy were investigated as mediators. Expressive writing yielded no health benefits and did not affect appraisals, but planful writing did. Whereas non-planners' levels of negative affect (NA) remained stable across writing days, planners initially experienced higher NA, but their NA decreased significantly across writing days. Planful writers, relative to non-planners, felt less control over their emotions and less confidence in resolving their problem, but it was non-planners who experienced an increase in stress-related symptoms following writing. Appraisals did not mediate the physical health outcomes.     

Patterns of Posttraumatic Stress Symptoms Among United States Air Force Combat Search and Rescue Personnel

U.S. Air Force (USAF) combat search and rescue (CSAR) aircrew and special duty rescue personnel are specially trained airmen with high levels of direct exposure to combat-related medical trauma. The purpose of this study was to explore the prevalence rate of CSAR military personnel meeting the Diagnostic and Statistical Manual of Mental Disorders (fifth edition; DSM–5) posttraumatic stress disorder (PTSD) symptom criteria. USAF CSAR aircrew (n = 128) and rescue personnel (n = 300) across multiple units participated in the study by completing a demographics survey and the PTSD checklist based on DSM–5. Fourteen participants endorsed a pattern of symptoms of moderate to extreme level of severity meeting PTSD diagnostic criteria. Recommendations are provided for line and medical leadership to optimize health and performance among CSAR personnel.     

Schools of Psychoanalytic Thought by Ruth L. Munroe

This paper assesses the impact of large-group processes and dynamics upon the patient-staff community meeting in hospital treatment. It focuses upon the therapeutic values and limitations of the large-group format by examining, from an integrated general systems and object relations perspective, how size, structure, patient population, staff training, and leadership variables reciprocally affect the process and content of the community meeting. The special problems associated with selecting an appropriate format for the meeting and the intense pull of regressive group forces upon the large-group leader are discussed.     

‘Lyin' Ted’, ‘Crooked Hillary’, and ‘Deceptive Donald’: Language of Lies in the 2016 US Presidential Debates

Language in the high‐stakes 2016 US presidential primary campaign was contentious, filled with name‐calling, personal attacks, and insults. Language in debates served at least three political functions: for image making, to imagine potential realities currently not in practice, and to disavow facts. In past research, the reality monitoring (RM) framework has discriminated accurately between truthful and deceptive accounts (~70% classification). Truthful accounts show greater sensory, time and space, and affective information, with little evidence of cognitive operations. An RM algorithm was used with Linguistic Inquiry and Word Count software to code candidates' language. RM scores were significantly higher in fact‐checked truth statements than in lies, and debate language in the 2016 primaries was as deceptive as fact‐checked lies. In a binary logistic regression model, one RM criterion, cognitive processes, predicted veracity using computerized RM, classifying 87% of fact‐checked truth statements but only 28% of fact‐checked lie statements (63% classification overall).Copyright © 2017 John Wiley & Sons, Ltd.     

Phonological effects in handwriting production: evidence from the implicit priming paradigm

In the present article, we report 3 experiments using the odd-man-out variant of the implicit priming paradigm, aimed at determining the role played by phonological information during the handwriting process. Participants were asked to write a small set of words learned in response to prompts. Within each block, response words could share initial segments (constant homogeneous) or not (heterogeneous). Also, 2 variable homogeneous blocks were created by including a response word that did not share orthographic onset with the other response (odd-man-out). This odd-man-out could be phonologically related to the targets or not. Experiment 1 showed a preparation effect in the constant homogeneous condition, which disappeared (spoil effect) in the variable condition not phonologically related. However, no spoil effect was found when the odd-man-out shared the phonological initial segment with the targets. In Experiment 2, we obtained a spoil effect in the variable phonologically related condition, but it was significantly smaller than in the variable not phonologically related condition. The effects observed in Experiment 2 vanished in Experiment 3 under articulatory suppression, suggesting that they originated at a sublexical level. These findings suggest that phonological sublexical information is used during handwriting and provide evidence that the implicit priming paradigm (and the odd-man-out version of this) is a suitable tool for handwriting production research.     

Holistic processing predicts face recognition

The concept of holistic processing is a cornerstone of face-recognition research. In the study reported here, we demonstrated that holistic processing predicts face-recognition abilities on the Cambridge Face Memory Test and on a perceptual face-identification task. Our findings validate a large body of work that relies on the assumption that holistic processing is related to face recognition. These findings also reconcile the study of face recognition with the perceptual-expertise work it inspired; such work links holistic processing of objects with people's ability to individuate them. Our results differ from those of a recent study showing no link between holistic processing and face recognition. This discrepancy can be attributed to the use in prior research of a popular but flawed measure of holistic processing. Our findings salvage the central role of holistic processing in face recognition and cast doubt on a subset of the face-perception literature that relies on a problematic measure of holistic processing.     

Educational Hegemony,Traumatic Stress,and African American and Latino American Students

The authors use traumatic stress theory to develop an ecosystemic understanding of hegemony and systemic barriers to educational success for culturally diverse students. Scholarship on trauma and systemic oppression are applied to students' academic experiences, and recommendations for improving educational outcomes include assessing for and ameliorating trauma in educational settings. Los autores emplean teorías del estrés traumático para desarrollar un entendimiento ecosistemático de la hegemonía y las barreras sistémicas para el éxito académico de estudiantes culturalmente diversos. Se aplica el conjunto de las investigaciones sobre trauma y opresión sistémica a las experiencias académicas de los estudiantes, y las recomendaciones para mejorar el rendimiento educativo incluyen la evaluación y alivio de los niveles de trauma en entornos educativos.