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Record W4362465777 · doi:10.1108/mhsi-02-2023-0016

“Understanding the journey from A to Z”: centering peer support perspectives to unveil the mechanisms and power of peer support

2023· article· en· W4362465777 on OpenAlexaffabout
Sandy Rao, Gina Dimitropoulos

Bibliographic record

VenueMental Health and Social Inclusion · 2023
Typearticle
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsThematic analysisMental healthPeer supportOriginalityPsychologyQualitative researchSocial supportMental illnessPeer groupReflexivitySocial psychologySociologyPsychiatryCreativity

Abstract

fetched live from OpenAlex

Purpose This study aims to gain insights from peer support workers (PSWs) on the unseen mechanisms of peer support work that may be applied to implementing a child and youth mental health peer support program in a children’s hospital emergency department (ED). Design/methodology/approach This study used a critical realist perspective with a qualitative research design. Eight participants, all PSWs in health, community and social services working with adults, adolescents and children, were recruited from Alberta, Canada. Data were collected through in-person semi-structured interviews and analyzed using Braun and Clarke’s reflexive thematic analysis. Findings The results generated interrelated patterns of meaning among PSWs that were grouped into three main themes: inside out and outside in, no one leaves empty-handed and sculpting health system softness. Research limitations/implications All participants were trained by the same organization and may have similar understandings and approaches to the peer support role. Participants were predominantly of a similar demographic; thus, participants with minoritized identities may have challenges not represented. Practical implications Using nontraditional staffing models in an acute center may facilitate a shift to meet the chronic and complex issues of the 21st century. Social implications Youth peer support roles may reduce stigma by challenging stereotypes and myths, reduce social isolation and improve meaning, connection and belonging for individuals with mental illness who are often dislocated and disconnected from society. Originality/value This study exemplified the positive impacts peer support could make by improving child, youth and family experiences; reducing stigma; providing hope and help; and embedding the recovery model directly into the ED.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.122
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0090.000
Scholarly communication0.0000.000
Open science0.0000.002
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 head0.272
GPT teacher head0.447
Teacher spread0.175 · 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.

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

Citations1
Published2023
Admission routes2
Has abstractyes

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