Predicting reasoning from memory

In an effort to assess the relations between reasoning and memory, in 8 experiments, the authors examined how well responses on an inductive reasoning task are predicted from responses on a recognition memory task for the same picture stimuli. Across several experimental manipulations, such as varying study time, presentation frequency, and the presence of stimuli from other categories, there was a high correlation between reasoning and memory responses (average r = .87), and these manipulations showed similar effects on the 2 tasks. The results point to common mechanisms underlying inductive reasoning and recognition memory abilities. A mathematical model, GEN-EX (generalization from examples), derived from exemplar models of categorization, is presented, which predicts both reasoning and memory responses from pairwise similarities among the stimuli, allowing for additional influences of subtyping and deterministic responding.     

Common functional principal components analysis: a new approach to analyzing human movement data

In many human movement studies angle-time series data on several groups of individuals are measured. Current methods to compare groups include comparisons of the mean value in each group or use multivariate techniques such as principal components analysis and perform tests on the principal component scores. Such methods have been useful, though discard a large amount of information. Functional data analysis (FDA) is an emerging statistical analysis technique in human movement research which treats the angle-time series data as a function rather than a series of discrete measurements. This approach retains all of the information in the data. Functional principal components analysis (FPCA) is an extension of multivariate principal components analysis which examines the variability of a sample of curves and has been used to examine differences in movement patterns of several groups of individuals. Currently the functional principal components (FPCs) for each group are either determined separately (yielding components that are group-specific), or by combining the data for all groups and determining the FPCs of the combined data (yielding components that summarize the entire data set). The group-specific FPCs contain both within and between group variation and issues arise when comparing FPCs across groups when the order of the FPCs alter in each group. The FPCs of the combined data may not adequately describe all groups of individuals and comparisons between groups typically use t-tests of the mean FPC scores in each group. When these differences are statistically non-significant it can be difficult to determine how a particular intervention is affecting movement patterns or how injured subjects differ from controls. In this paper we aim to perform FPCA in a manner allowing sensible comparisons between groups of curves. A statistical technique called common functional principal components analysis (CFPCA) is implemented. CFPCA identifies the common sources of variation evident across groups but allows the order of each component to change for a particular group. This allows for the direct comparison of components across groups. We use our method to analyze a biomechanical data set examining the mechanisms of chronic Achilles tendon injury and the functional effects of orthoses.     

The dynamical structure of handball penalty shots as a function of target location

We used principal components analysis (PCA) to investigate variations in the dynamical structure of handball penalty shots as a factor of target location and phase of shot. Participants completed a total of 10 successful shots to each of four target locations in the handball goal. Three dimensional movement time series data were analyzed. Also, data were analyzed across three temporally distinct time windows in line with the evolving kinematic chain. Statistical analyses were undertaken to determine differences across target locations. There were no significant differences between dynamical structures as a factor of target or phase. Covariance between time evolutions as a factor of target reduced in line with the ranking of the component. When shots were analyzed as three distinct time windows, only the low time evolution covariances suggested differences between targets in any time window. Our findings show that the dynamical structure underpinning the handball penalty shot does not differ greatly across locations. However, the time evolution of principal components suggests there are some variations in dynamics which may differentiate shot direction.     

A randomized trial of ACT bibliotherapy on the mental health of K-12 teachers and staff

The mental health challenges of some vocations present a challenge for current intervention models. Bibliotherapy focused on transdiagnostic processes that might both prevent and alleviate a range of mental health distress could be an effective and practical approach. K-12 school personnel (N = 236; 91% female; 30-60 years old) responding to a wellness-oriented program announcement were randomized to receive an Acceptance and Commitment Therapy (ACT) self-help volume or to a waitlist. Three-fourths were above clinical cutoffs in general mental health, depression, anxiety, or stress. Participants read the book for two months, completed exercises and quizzes, and after post assessment were followed for 10 weeks; waitlist participants were then also given the book with two months to complete it. Overall, participants showed significant improvement in psychological health. Significant preventive effects for depression and anxiety were observed along with significant ameliorative effects for those in the clinical ranges of depression, anxiety and stress. Follow up general mental health, depression, and anxiety outcomes were related to the manner in which participants used the workbook and to post levels of psychological flexibility.     

Previous mental health service utilization and change in clients' depressive symptoms

Although a potentially important factor in case conceptualization and treatment planning, the impact of previous treatment on subsequent counseling response has received little empirical attention. Using archival data, this study aimed to (a) report the prevalence of previous treatment utilization in a counseling population, (b) examine potential differences in symptom severity by treatment history, and (c) test whether the rate of change in symptoms over a course of counseling is moderated by previous treatment utilization, when also accounting for initial severity. A sample of 1,262 college students presenting for treatment in university/college counseling centers across the United States provided information on previous treatment history and completed the Counseling Center Assessment of Psychological Symptoms, administered at intake and up to 4 additional time points, with an average of 3-5 weeks between assessments. Data from the 13-item Depression subscale were used for the present study. Half the clients reported previous counseling, one third psychotropic medication, and one tenth psychiatric hospitalization. Previous treatment was associated with increased baseline depressive symptom severity. Results from latent growth curve models showed that previous counseling and medication correlated with a slower rate of symptom response, and previous counseling reduced the probability of being labeled a treatment responder. Previous counseling remained a significant predictor of counseling response when controlling for baseline severity. Hypothesized mechanisms through which previous treatment experience impacts subsequent treatment response remain largely theoretical and should be the focus of future research.     

ASSESSING AND INCREASING PHYSICAL ACTIVITY

Increasing physical activity is a crucial component of any comprehensive approach to combat the growing obesity epidemic. This review summarizes recent behavioral research on the measurement of physical activity and interventions aimed at increasing physical activity and provides directions for future research.     

Brief Acceptance and Commitment Therapy and Exposure for Panic Disorder: A Pilot Study

Cognitive and biobehavioral coping skills are central to psychosocial therapies and are taught to facilitate and improve exposure therapy. While traditional coping skills are aimed at controlling maladaptive thoughts or dysregulations in physiology, newer approaches that explore acceptance, defusion, and values-based direction have been gaining interest. Acceptance and Commitment Therapy (ACT) involves creating an open, nonjudgmental stance toward whatever thoughts, feelings, and bodily sensations arise in a given moment, experiencing them for what they are, and moving toward them while inner experiences such as anxiety are present. This approach can be seen as consistent with exposure therapies and may be utilized to organize and facilitate engagement in exposure exercises. This study examines the feasibility and efficacy for combining a brief ACT protocol with traditional exposure therapy. Eleven patients with panic disorder with or without agoraphobia received 4 sessions of ACT followed by 6 sessions of exposure therapy, with data collected on a weekly basis. Acquisition of ACT skills and their application during exposure was monitored using a novel “think-aloud” technology. Treatment was associated with clinically significant improvements in panic symptom severity, willingness to allow inner experiences to occur, and reductions in avoidant behavior. Although preliminary, results suggest that our brief training in ACT only (as assessed prior to exposure exercises) and in combination with exposure therapy was acceptable to patients and offered benefits on the order of large effect sizes. Clinical and research implications are discussed.     

Acceptance and Commitment Therapy for Self-Stigma Around Sexual Orientation: A Multiple Baseline Evaluation

This study evaluated the effectiveness of 6 to 10 sessions of Acceptance and Commitment Therapy (ACT) for self-stigma around sexual orientation linked to same-sex attraction (what has generally been referred to as internalized homophobia; IH) in a concurrent multiple-baseline across-participants design. Three men and 2 women showed sizeable reductions from baseline to posttreatment and to 4- and 12-week follow-ups in daily reports of the degree to which thoughts about sexual orientation interfered in their lives; distress associated with these thoughts also decreased. Positive changes were observed in self-report measures of IH, depression, anxiety, stress, quality of life, and perceived social support. Consistent with the theory underlying ACT, reductions in daily ratings of the believability of thoughts about same-sex attraction (a process variable) were greater than those observed for frequency of such thoughts. Improvements were also observed in questionnaires measuring ACT processes. Mixed regression analyses confirmed outcome and process effects that were apparent through visual inspection. Implications and the distinctiveness of ACT as an approach are discussed.