“Humans and records are entangled”: empathic engagement and emotional response in archivists
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
There is growing awareness in archival communities that working with records that contain evidence of human pain and suffering can result in unsettling emotions for archivists. One important finding of this work, however, is the considerable variability in not only the nature of responses, but also the nature of records that provoke emotional responses. Using in-depth qualitative interviews with 20 archivists from across Canada and one from the United States, and employing grounded theory methodology, this study sought to better understand the nature of emotional responses and factors associated with distress. Archivists described a wide range of reactions including shock, intrusive thoughts, profound senses of anger, sadness and despair, and ultimately at times disrupted functioning in personal and occupational spheres. One factor that has been associated with increasing vulnerability to distress in other occupational groups is empathic engagement, which is understood to have two elements: a vicarious emotional process and a cognitive process. This article explores the impact of personal connections and the nature of empathic engagement between archivists, donors, community researchers, and the records themselves on emotional response.
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 | 0.003 | 0.001 |
| 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 | 0.000 | 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