Today in Light of Yesterday: An Exploration of Workers’ Childhood Memories in the Context of Child Protection Practice
Bibliographic record
Abstract
Abstract Child protection workers are routinely faced with emotionally intense work, both personally and vicariously through the traumatic narratives and experiences of parents and children. What remains largely unknown is how child protection workers’ own childhood memories might influence the manner in which they experience and are affected by those narratives. The aim of this explorative study was to use Interpretive Phenomenological Analysis as a research methodology to answer the research question, ‘In what ways do social workers experience, and make sense of, their own childhood memories in the context of their child protection practice?’ Semi-structured interviews were conducted with eight child protection workers, aiming to understand their personal and professional experiences with regard to this question. The study found a relationship between various forms of childhood adversity and the presence of negative present-day triggers when participants were faced with practice scenarios that bore similarity to those experiences. Implications with regard to child protection worker well-being, countertransference and risk decision-making are discussed.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".