Leveraging the Clinical Importance of the Therapist as a Person in Family Therapy
Bibliographic record
Abstract
Many pioneering family therapists exuded exemplary personal characteristics that at many instances were incorporated into their clinical work and theoretical approaches to psychotherapy. While such therapist effects have been traditionally less researched compared with the vast literature on the efficacy of techniques, they are of increased empirical attention, especially given the common factors of psychotherapy change and related process research. To explicate these therapist effects, empirical studies within the fields of marriage and family therapy specifically and psychotherapy more broadly are reviewed concerning those personal characteristics that are linked to or are postulated to be associated with therapeutic success. Following a brief synthesis of this literature, two family therapy pioneers, Carl Whitaker and Salvador Minuchin, are reviewed, concerning their personality attributes and characteristics that were highlights of their approaches and their personal and professional lives. Following a comparison of these two therapists, the manuscript closes with reflections for future psychotherapy research, for training initiatives, and for clinicians.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".