Transformational education: exploring the lasting impact of students’ clinical pastoral education experiences
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
"Thank you for that experience and for the ways it continues to shape who I am and how I interact in all of my life." (S20). There has been limited research validating Clinical Pastoral Education (CPE) as a learning approach to date, however, the anecdotal evidence supporting the transformative value of CPE is abundant, as demonstrated by this student response. This quality improvement project engages a thematic cross-sectional analysis of 34 students' self-evaluative responses reporting the lasting impact of their CPE training. From the survey responses a thematic map was developed highlighting six themes of lasting impact: Spirituality, Psychotherapy, Agency, Self-Inter, Self-Intra, and Story/Narrative. These six themes overlap and intersect to provide a point of what we call "SPE alchemy"-the perfect conditions for lasting impact and transformation.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 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 | 0.001 | 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) | 0.000 | 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 it