TRACX: a recognition-based connectionist framework for sequence segmentation and chunk extraction

Individuals of all ages extract structure from the sequences of patterns they encounter in their environment, an ability that is at the very heart of cognition. Exactly what underlies this ability has been the subject of much debate over the years. A novel mechanism, implicit chunk recognition (ICR), is proposed for sequence segmentation and chunk extraction. The mechanism relies on the recognition of previously encountered subsequences (chunks) in the input rather than on the prediction of upcoming items in the input sequence. A connectionist autoassociator model of ICR, truncated recursive autoassociative chunk extractor (TRACX), is presented in which chunks are extracted by means of truncated recursion. The performance and robustness of the model is demonstrated in a series of 9 simulations of empirical data, covering a wide range of phenomena from the infant statistical learning and adult implicit learning literatures, as well as 2 simulations demonstrating the model's ability to generalize to new input and to develop internal representations whose structure reflects that of the items in the input sequence. TRACX outperforms PARSER (Perruchet & Vintner, 1998) and the simple recurrent network (SRN, Cleeremans & McClelland, 1991) in matching human sequence segmentation on existing data. A new study is presented exploring 8-month-olds' use of backward transitional probabilities to segment auditory sequences.     

Von anderen Patienten lernen

Today, internet-based technologies are used at all levels of psychosocial services. Current psychotherapeutic applications concentrate on the implementation of traditional approaches in the internet. Self-help programs are posted onto the net, therapies are conducted via e-mail and groups meet in virtual chat rooms. If one looks at the development of the web over the last 2 years, it becomes clear that the substantial growth and popularity of this medium is due to internet platforms where contents and knowledge can be developed in collaborative environments and experiences can be shared with other users. The present paper addresses this development. On the basis of our example it is discussed how collaborative elements can be integrated into a psychotherapeutic application.     

Severity Indices of Personality Problems (SIPP-118): development, factor structure, reliability, and validity

This article describes a series of studies involving 2,730 participants on the development and validity testing of the Severity Indices of Personality Problems (SIPP), a self-report questionnaire covering important core components of (mal)adaptive personality functioning. Results show that the 16 facets constituted homogeneous item clusters (i.e., unidimensional and internally consistent parcels) that fit well into 5 clinically interpretable, higher order domains: self-control, identity integration, relational capacities, social concordance, and responsibility. These domains appeared to have good concurrent validity across various populations, good convergent validity in terms of associations with interview ratings of the severity of personality pathology, and good discriminant validity in terms of associations with trait-based personality disorder dimensions. Furthermore, results suggest that the domain scores are stable over a time interval of 14-21 days in a student sample but are sensitive to change over a 2-year follow-up interval in a treated patient population. Taken together, the final instrument, the SIPP-118, provides a set of 5 reliable, valid, and efficient indices of the core components of (mal)adaptive personality functioning.     

Should subjects be forewarned of the possible psychological consequences of filling out a PTSD questionnaire?

In 1993 Albach investigated the long-term consequences of sexual abuse on psychological health. A group of abused women a a control group of nonabused women were asked to fill in a questionnaire assessing posttraumatic stress disorder (PTSD). For ethical reasons, the abused women were warned that filling in the questionnaire might be emotionally stressful. The control group did not receive this warning. The abused women scored higher on the questionnaire than the nonabused women. The warning they received may have influenced their reports. Our experiment investigated this. 101 psychology students were divided into two groups, one who received a warning and a control group who did not. The hypothesis was that people who had been previously warned would score higher on a PTSD questionaire than people who had not. There were, however, no significant differences in mean PTSD scores and no known initial differences between groups.     

Valuing clients' perspective and the effects on the therapeutic alliance: a randomized controlled study of an adjunctive instruction

The patterns of growth and development of the therapeutic alliance over the course of therapy have been of continued interest to psychotherapy researchers. The purpose of this study was to investigate whether a simple institutional metacommunication intervention with clients had an effect on the development of the alliance. This adjunctive instruction involved inviting therapy clients to take a proactive role in their treatment by encouraging feedback to their therapist about various aspects of the therapy process. In this randomized controlled study (N = 94), clients were assigned to 1 of 2 conditions: (a) an institutional adjunctive instruction condition in which patients were contacted by clinic personnel at the beginning of the remediation phase (Session 5) and encouraged to take a proactive role in their treatment and (b) a control condition that contained no institutional adjunctive instruction. Between-condition differences in the alliance were tested, controlling for baseline influences and the early therapeutic alliance. Clients' postsession reports from Sessions 1 to 24 indicated that the adjunctive instruction increased the alliance over the course of therapy vis-à-vis the control condition. The adjunctive instruction appeared to have fostered clients' evaluation of their therapists' interest in their welfare. The results indicate that interventions, even brief or subtle, can produce lasting benefits in the alliance when targeted at specific psychological processes. Systematic metacommunication from the institutional level appeared to reinforce clients' therapeutic alliance with their therapists in individual treatment.