An approach to psychotherapy change process research: Introduction to the special section.

Greenberg, Leslie S.; Newman, Frederick L.

doi:10.1037/0022-006x.64.3.435

Cited by 97 publications

(100 citation statements)

References 11 publications

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“…Indeed, 91% of the study sample met criteria for a mood, anxiety, disruptive behavior, alcohol, and/or substance use disorder, which is much higher than rates in community samples. In comparison, Newman et al (1996) followed a community based birth cohort of 1,037 children into young adulthood and found that the prevalence of DSM mental disorders ranged from 22% in early adolescence (13 years old) to 41% in late adolescence (18 years old). Additionally, in the present sample, 94% of adolescents reported some SI, with approximately 57% reporting clinically significant SI (SIQ > 41; Reynolds, 1988).…”

Section: Discussionmentioning

confidence: 99%

How do cognitive distortions and substance-related problems affect the relationship between child maltreatment and adolescent suicidal ideation?

Miller

Esposito‐Smythers

2013

Psychology of Violence

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Objective The present study, informed by the cognitive-behavioral theory of suicide, is among the first studies to examine cognitive distortions and substance related problems as potential mediators and moderators of the relation between child maltreatment (CM) and suicidal ideation (SI) in adolescent psychiatric inpatients. Method The sample included 185 adolescents (71.4% female; 84% White) admitted to a psychiatric inpatient unit. Participants completed self-report measures assessing cognitive errors, negative cognitive triad, substance related problems, and SI. Participants and their parents completed a semi-structured diagnostic interview assessing CM history. Results In this clinical sample, we found that child maltreatment was associated with suicidal ideation only for youth with current substance abuse problems, indicating moderation. Contrary to predictions, substance related problems did not mediate the association between child maltreatment and adolescent SI. Further, cognitive errors and negative cognitive triad did not mediate or moderate the association between CM and SI. However, there were significant unique effects for both cognitive errors and negative cognitive triad on SI, suggesting that adolescents with more severe cognitive distortions report greater SI, regardless of CM history. Conclusions Clinically, results suggest that practitioners should carefully screen for and address any substance misuse among victims of maltreatment to prevent clinically significant SI. Study results also suggest that interventions that incorporate cognitive restructuring may help decrease risk for severe SI in adolescent clinical samples in general.

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Section: Discussionmentioning

confidence: 99%

How do cognitive distortions and substance-related problems affect the relationship between child maltreatment and adolescent suicidal ideation?

Miller

Esposito‐Smythers

2013

Psychology of Violence

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“…Most content analyses of what patients and therapists actually discuss in psychotherapy are restricted to qualitative efforts that can be rich in content but by their nature are small in scope (e.g., Greenberg & Newman, 1996). While qualitative work remains important, the labor intensiveness of closely reading session content means that the vast majority of psychotherapy data is never analyzed.…”

Section: Many Distinctions But Is There a Difference?mentioning

confidence: 99%

Computational psychotherapy research: Scaling up the evaluation of patient–provider interactions.

Imel¹,

Steyvers²,

Atkins³

2015

Psychotherapy

101

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In psychotherapy, the patient-provider interaction contains the treatment’s active ingredients. However, the technology for analyzing the content of this interaction has not fundamentally changed in decades, limiting both the scale and specificity of psychotherapy research. New methods are required in order to “scale up” to larger evaluation tasks and “drill down” into the raw linguistic data of patient-therapist interactions. In the current paper we demonstrate the utility of statistical text analysis models called topic models for discovering the underlying linguistic structure in psychotherapy. Topic models identify semantic themes (or topics) in a collection of documents (here, transcripts). We used topic models to summarize and visualize 1,553 psychotherapy and drug therapy (i.e., medication management) transcripts. Results showed that topic models identified clinically relevant content, including affective, content, and intervention related topics. In addition, topic models learned to identify specific types of therapist statements associated with treatment related codes (e.g., different treatment approaches, patient-therapist discussions about the therapeutic relationship). Visualizations of semantic similarity across sessions indicate that topic models identify content that discriminates between broad classes of therapy (e.g., cognitive behavioral therapy vs. psychodynamic therapy). Finally, predictive modeling demonstrated that topic model derived features can classify therapy type with a high degree of accuracy. Computational psychotherapy research has the potential to scale up the study of psychotherapy to thousands of sessions at a time, and we conclude by discussing the implications of computational methods such as topic models for the future of psychotherapy research and practice.

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“…Further, reviews of the neurotherapy literature, from those in the field and from outside the field, reinforce those models by holding them up as a unitary standard (Arnold, 1995;Arns & Lyle, 2010;Heinrich, Gevensleben, & Strehl, 2007;Masterpasqua & Healey, 2003). Greenberg and Newman (1996) maintained that multiple research approaches add to the literature and different approaches fit different problems. With careful examination of the studied phenomena, it is apparent that the pharmacological model may not be the best fit to assess the efficacy and effectiveness of neurofeedback.…”

Section: In Search Of An Accurate Modelmentioning

confidence: 93%

Single-Case Design in Psychophysiological Research. Part I: Context, Structure, and Techniques

Gustafson

Nassar

Waddell

2011

Journal of Neurotherapy

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There is a growing consensus in the clinical literature about the importance of establishing and utilizing empirically supported treatments (ESTs). A number of established criteria for determining the efficacy and effectiveness levels of treatments are reviewed, and an argument is put forth that the research paradigm of large-scale group comparison designs may not be the best conceptual fit for studying psychophysiological phenomena. Clinical psychophysiology employs reinforcing successive approximations of functional abilities: a model closer in nature to operant conditioning, physical rehabilitation, and education than the standard pharmacological model. Single-case designs have a long, well-accepted history in scientific disciplines and require resources that allow practice-level clinicians to make meaningful contributions to the scientific literature. They also have a clear role in the establishment of a treatment as an EST. A discussion of the logic, structure, and techniques of single-case design is presented in sufficient detail to actively construct publishable studies. The adaptive nature of this technique makes it possible to address a wide range of potential psychophysiological research questions, along with barriers to utilization, including ethical considerations. Techniques are presented to allow researchers to examine treatment efficacy and effectiveness as well as isolate components of treatment to determine the most powerful elements of a clinical intervention.

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An approach to psychotherapy change process research: Introduction to the special section.

Cited by 97 publications

References 11 publications

How do cognitive distortions and substance-related problems affect the relationship between child maltreatment and adolescent suicidal ideation?

How do cognitive distortions and substance-related problems affect the relationship between child maltreatment and adolescent suicidal ideation?

Computational psychotherapy research: Scaling up the evaluation of patient–provider interactions.

Single-Case Design in Psychophysiological Research. Part I: Context, Structure, and Techniques

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