MétaCan
Menu
Back to cohort
Record W4283722378 · doi:10.1177/00302228221111726

Exploring the Impacts of an Art and Narrative Therapy Program on Participants’ Grief and Bereavement Experiences

2022· article· en· W4283722378 on OpenAlexaffabout
Karen Nelson, Jessica Lukawiecki, Kieran Waitschies, Elizabeth Jackson, Chloe Zivot

Bibliographic record

VenueOMEGA - Journal of Death and Dying · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsGriefPsychosocialPsychotherapistNarrativeDisenfranchised griefPsychologyNarrative reviewComplicated grief

Abstract

fetched live from OpenAlex

Grief and bereavement impact nearly every individual at some point of their lives, often having short or long-term physical and psychosocial impacts. Yet, these issues are rarely the focus of discussion, intensive therapy programs, or policy initiatives (Corr, 2002; Doka, 2002). This research explores the impacts of a closed group art and narrative therapy program in Ontario for individuals experiencing a grief or bereavement process following the loss of a loved one. It explores the grief experiences of art therapy participants during their time in the program, the nature, extent, and impacts of social and community connections that were made, how the program influenced grief over time, and the overall effectiveness of the program. This study suggests that art and narrative therapy hold great therapeutic potential as a tool to help individuals going through a grief or bereavement process.

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 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)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.099
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.203
GPT teacher head0.340
Teacher spread0.137 · 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 teacher head, 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

Citations17
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueOMEGA - Journal of Death and DyingSame topicArt Therapy and Mental HealthFrench-language works237,207