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Record W4248385165 · doi:10.1177/0950017019867279

Ameliorating Workplace Harassment among Direct Caregivers in Canada’s Healthcare System: A Theatre-Based Intervention

2019· article· en· W4248385165 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueWork Employment and Society · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicWorkplace Violence and Bullying
Canadian institutionsUniversity of ReginaUniversity of Saskatchewan
FundersCanadian Institutes of Health Research
KeywordsHarassmentIntervention (counseling)NormativePsychological interventionSolidarityPsychologyPublic relationsSociologyHealth careNursingSocial psychologyPolitical scienceMedicinePoliticsLaw

Abstract

fetched live from OpenAlex

The article reports on a theatre-based intervention designed to address workplace harassment among direct caregivers in Canada. The study is part of a larger analytical project that relies on labour process theory and critical realist evaluation methodology to understand what interventions work, how, for whom, and under what circumstances. Using Theatre of the Oppressed techniques, the reported intervention addresses workplace harassment by challenging the normative codes governing social interactions in participants’ workplaces. The study’s analysis indicates that the intervention’s Theatre of the Oppressed activities energized the participating caregivers to imagine, enact and collectively assess new social interactions. The caregivers developed strategies to resist the oppressive relations of their employment and became competent contesters of dominant discourses circulating in their workplaces. The solidarity developed through the bodily sculptures and enacted scenarios elicited participants’ deliberative exchange about workplace harassment and awakened a collective will to carry their revelations back to their workplaces.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.800
Threshold uncertainty score0.612

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.010
GPT teacher head0.249
Teacher spread0.239 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it