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Record W3173594702 · doi:10.21203/rs.3.rs-635515/v1

Post-traumatic Growth in Psychosis: A Systematic Review and Narrative Synthesis

2021· review· en· W3173594702 on OpenAlexfundno aff
Fiona Ng, Nashwa Ibrahim, Donna Franklin, Gerald Jordan, Felix Lewandowski, Fang Fan, David Roe, Stefan Rennick‐Egglestone, Chris Newby, Laurie Hare-Duke, Joy Llewelyn-Beardsley, Caroline Yeo, Mike Slade

Bibliographic record

VenueResearch Square · 2021
Typereview
Languageen
FieldPsychology
TopicPsychiatric care and mental health services
Canadian institutionsnot available
FundersNIHR Nottingham Biomedical Research CentreProgramme Grants for Applied ResearchCanadian Institutes of Health ResearchNational Institute for Health and Care ResearchDepartment of Health and Social CareMcGill University
KeywordsPsychosisPsychologyPosttraumatic growthClinical psychologyCoping (psychology)Psychological interventionPsychotherapistPsychiatry

Abstract

fetched live from OpenAlex

Abstract Background and Objective: People with psychosis report experiences of highly traumatic events. Positive change or post-traumatic growth (PTG) can occur as a result of traumatic experiences. Yet there is limited attention on PTG in psychosis, possibly due to the negative impact of psychotic symptoms on functioning and quality of life. The aim of this review was to identify relationships between PTG and psychosis and to develop a conceptual framework synthesising facilitators of PTG in psychosis.Method: Ten electronic databases were searched in seven languages, whilst five journals and grey literature were searched in English. Quantitative studies were eligible if examining the association or temporal relationship between PTG and one or more variables. Qualitative studies were eligible if describing PTG arising from experiences of psychosis. Findings from quantitative papers were grouped by their analysis method, whilst a narrative synthesis was conducted of findings in qualitative papers.Results: 37 papers were included. Mediators of PTG in psychosis included meaning in life, coping self-efficacy, core beliefs, and self-reported recovery. Seven facilitators of PTG in psychosis were identified: Personal identity and strength, Receiving support, Opportunities and possibilities, Strategies for coping, Perspective shift, Emotional experience, and Relationships, giving the acronym PROSPER.Conclusions: Individuals with psychosis can grow from traumatic experiences. Clinicians can support PTG through the provision of trauma-informed care that supports positively valued identity changes. For researchers, the findings provide an evidence-based theoretical framework for conceptualising PTG, which can be validated through longitudinal cohort studies and underpin the development of new clinical interventions.

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)0.017
metaresearch head score (Gemma)0.064
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.017
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.064
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0070.006
Bibliometrics0.0120.013
Science and technology studies0.0010.001
Scholarly communication0.0040.004
Open science0.0020.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.114
GPT teacher head0.509
Teacher spread0.395 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations4
Published2021
Admission routes1
Has abstractyes

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