Advances in data analytic methods for evaluating treatment outcome and mechanisms of change: introduction to the special issue

Item does not contain fulltextThis series of articles, which provide an overview of several advanced statistical methods for evaluating treatment outcomes and mechanisms of change, makes up the first research methods–oriented special issue to appear in the Journal of Consulting and Clinical Psychology. Like most active areas of scientific inquiry, the field of biostatistics and quantitative psychology continues to innovate and progress at a remarkable pace. These recent advancements provide researchers with the tools needed to ask and get answers to progressively nuanced and complex questions. It is our hope that the articles included in this special issue will spark an interest among applied researchers to investigate and learn how these and other newer statistical methods might be used to enhance their own line of research

Changes in respiration mediate changes in fear of bodily sensations in panic disorder

Item does not contain fulltextThe purpose of the study was to examine whether changes in pCO(2) mediate changes in fear of bodily sensation (as indexed by anxiety sensitivity) in a bio-behavioral treatment for panic disorder that targets changes in end-tidal pCO(2). Thirty-five panic patients underwent 4 weeks of capnometry-assisted breathing training targeting respiratorydysregulation. Longitudinal mediation analyses of the changes in fear of bodily symptoms over time demonstrated that pCO(2), but not respiration rate, was a partial mediator of the changes in anxiety sensitivity. Results were supported by cross lag panel analyses, which indicated that earlier pCO(2) levels predicted later levels of anxiety sensitivity, but not vice versa. pCO(2) changes also led to changes in respiration rate, questioning the importance of respiration rate in breathing training. The results provide little support for changes in fear of bodily sensations leading to changes in respiration, but rather suggest that breathing training targeting pCO(2) reduced fear of bodily sensations in panic disorde

Respiratory and Cognitive Mediators of Treatment Change in Panic Disorder: Evidence for Intervention Specificity

Objective: There are numerous theories of panic disorder, each proposing a unique pathway of change leading to treatment success. However, little is known about whether improvements in proposed mediators are indeed associated with treatment outcomes and whether these mediators are specific to particular treatment modalities. Our purpose in this study was to analyze pathways of change in theoretically distinct interventions using longitudinal, moderated mediation analyses. Method: Forty-one patients with panic disorder and agoraphobia were randomly assigned to receive 4 weeks of training aimed at altering either respiration (capnometry-assisted respiratory training) or panic-related cognitions (cognitive training). Changes in respiration (PCO2, respiration rate), symptom appraisal, and a modality-nonspecific mediator (perceived control) were considered as possible mediators. Results: The reductions in panic symptom severity and panic-related cognitions and the improvements in perceived control were significant and comparable in both treatment groups. Capnometry-assisted respiratory training, but not cognitive training, led to corrections from initially hypocapnic to normocapnic levels. Moderated mediation and temporal analyses suggested that in capnometry-assisted respiratory training, PCO2 unidirectionally mediated and preceded changes in symptom appraisal and perceived control and was unidirectionally associated with changes in panic symptom severity. In cognitive training, reductions in symptom appraisal were bidirectionally associated with perceived control and panic symptom severity. In addition, perceived control was bidirectionally related to panic symptom severity in both treatment conditions. Conclusion: The findings suggest that reductions in panic symptom severity can be achieved through different pathways, consistent with the underlying models

Examining the efficacy of d-cycloserine to augment therapeutic learning in depression

Item does not contain fulltextDespite advances in individual and combined treatments for major depression, issues with non-response and partial-response remain relatively common, motivating the search for new treatment strategies. This study aims to develop one such novel treatment. In this proof-of-concept study, we are investigating whether the treatment enhancing effects of d-cycloserine (DCS) administration can be extended outside the extinction-learning paradigms where they have been primarily examined. Using uniform delivery of cognitive behavioral therapy (CBT) content via computer-administered interventions for depression, we are assessing the value of pre-session administrations of DCS for retention of therapeutic learning. Recall of this information is evaluated in conjunction with performance on standardized tests of memory recall with both emotional and non-emotional stimuli. Specifically, in a randomized, double-blind trial we will compare the benefits of two pre-session administrations of DCS augmentation to those achieved by similar administrations of modafinil or placebo. Because modafinil is associated with a number of discriminable effects in addition to cognitive enhancement (e.g., feelings of vigor, alertness, positive mood); whereas these effects would not be expected with DCS, we will assess drug context effects in relation to memory augmentation effects.7 p

The desire to belong: Social identification as a predictor of treatment outcome in social anxiety disorder

Item does not contain fulltextObjective: Perception of personal identity cannot be separated from the perception of the social context and one's social identity. Full involvement in group psychotherapy may require not only the awareness of personal impairment, but also social identification. The aim of the current study was to examine the association between social identification and symptom improvement in group-based psychotherapy. Method: 169 participants received 12 sessions of group-based cognitive behavioral therapy for social anxiety disorder. Social identification, the extent to which a person identifies with those who suffer from the same psychological problem as themselves and/or with those lacking psychopathology (non-sufferers), and clinical outcome were assessed at baseline, mid-and posttreatment, and 1, 3, and 6-months follow-up. Results: At baseline, patients aspired for closeness with non-sufferers, and viewed themselves as distant from fellow sufferers and non-sufferers. After treatment, participants viewed not only themselves, but also other individuals with social anxiety, as closer to both non-sufferers and fellow sufferers. These ratings were related to clinical outcomes. Conclusions: The increase in closeness to both sufferers and non-sufferers across treatment may reflect a movement towards a more tolerant, less dichotomous and rigid, separation of ill and healthy that occurs with successful social anxiety treatment.14 p

Exercise self-efficacy moderates the relation between anxiety sensitivity and body mass index and exercise tolerance in treatment-seeking smokers

There is little known about factors that contribute to the comorbidity of cigarette smoking and obesity. The current study sought to test whether exercise self-efficacy moderated the relation between anxiety sensitivity (fear of internal sensations) and BMI and exercise tolerance among cigarette smokers. Smokers (n = 72; 50% female; Mcpd = 19.3, SD = 10.65) were recruited to participate in a smoking cessation treatment trial. During medical screen, we measured weight, height, and exercise tolerance (functional capacity) employing a standardized maximal exercise testing protocol. After adjusting for participant sex and cigarettes per day, exercise self-efficacy moderated the association between anxiety sensitivity and BMI, such that the positive association between anxiety sensitivity and BMI was significantly stronger when exercise self-efficacy was low. The same pattern of results emerged for exercise tolerance. Exercise self-efficacy moderated the association between anxiety sensitivity and exercise tolerance, such that the negative association between anxiety sensitivity and exercise tolerance was significantly stronger when exercise self-efficacy was low. Among smokers, anxiety sensitivity may be a risk variable that, directly and indirectly in the context of low self-efficacy for exercise, causes or maintains higher body weight and lower exercise tolerance