Interpersonal processes in psychodynamic-interpersonal and cognitive behavioral group therapy: A systematic case study of two groups.
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Bibliographic record
Abstract
This mixed method systematic case study applied an interpersonal stage model of the therapeutic process to examine interpersonal processes among a highly adherent Group Psychodynamic-Interpersonal Psychotherapy (GPIP) therapist and a highly adherent Group Cognitive Behavioral Therapy (GCBT) therapist and their groups of binge eating disordered (BED) patients. This is the first case study to apply the interpersonal stage model of psychotherapy to compare GCBT and GPIP methods and the first to apply the model to group therapy. Early-, middle-, and late-stage transcribed video recordings of sequential interactions among therapists and patients in each of these two time-limited group therapies were analyzed with the Structural Analysis of Social Behavior (SASB). We also provide qualitative presentations of the transcripts from each stage as context for the quantitative analyses. BED patients in both groups achieved positive outcomes for binge eating and depression. Consistent with their treatment model, the GPIP therapist was more autonomy-giving, whereas the GCBT therapist was more controlling/directive. The GPIP therapist and her group had high levels of interpersonal complementary interaction sequences in the early stage followed by lower complementarity in the middle stage. The GCBT therapist and her group showed a high-low-high pattern of complementarity across the three stage of therapy. However, overall the GPIP group had higher levels complementarity than the GCBT group. This mixed method case study of group processes based on an interpersonal stage model of psychotherapy suggested specific therapist behaviors in each modality to maximize positive therapeutic interactions at each stage of group therapy.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it