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Record W7056502106

Exploring school administrators’ perceptions of death education in public schools

2022· dissertation· en· W7056502106 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2022
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsDeath educationCurriculumGriefQualitative researchPublic healthInclusion (mineral)PerceptionContent analysis
DOInot available

Abstract

fetched live from OpenAlex

Background: Talking about death can positively impact health outcomes yet, death remains taboo. As a public health approach to palliative care, death education is one way to normalize conversations about death, dying, caregiving for those with life-limiting illness, and loss. Currently, these themes are not considered as part of the health curriculum in Manitoba. To find novel ways to bring death, dying, caregiving, and grieving into our daily discourse and to increase our death literacy, it is essential to consider upstream interventions for all ages. Death education is one such approach. To date, the current landscape of death education in the Manitoba public school system and administrators’ perceptions of introducing and integrating this into the curriculum are unexplored. Method: A exploratory, descriptive qualitative design was used. Semi-structured interviews were used to elicit experiences with death education and perceptions of formal inclusion in the curriculum from public school principals (n=7). Interviews were transcribed verbatim and content coding was used for analysis in conjunction with reflexive journals. Results: The study revealed conversations about death and grief do occur in schools, while caregiving, life-limiting illness, and dying are left out of the discussion. Schools respond as best they can with limited resources and without guidance. There is an appetite to including death education in the classroom. Administrators saw potential barriers to doing so but also noted supportive measures and specific strategies that would assist in integrating these themes. Conclusion: The knowledge gained from this study highlights the need to proactively address death, dying, caregiving, and loss in the school system. It also addresses the gap in the empirical literature regarding the current landscape and school administrators’ perspectives on including death education in the curriculum.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.023
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0100.009
Scholarly communication0.0070.003
Open science0.0020.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.044
GPT teacher head0.272
Teacher spread0.228 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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