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Record W2300554177 · doi:10.1177/0308022615619184

Individual placement and support versus individual placement and support enhanced with work-focused cognitive behaviour therapy: Feasibility study for a randomised controlled trial

2016· article· en· W2300554177 on OpenAlexaff
Justine Schneider, Athfah Akhtar, Naomi Boycott, Boliang Guo, Éric Latimer, Zhirong Cao, Mary McMurran

Bibliographic record

VenueBritish Journal of Occupational Therapy · 2016
Typearticle
Languageen
FieldHealth Professions
TopicWorkplace Health and Well-being
Canadian institutionsMcGill UniversityDouglas Mental Health University Institute
Fundersnot available
KeywordsIntervention (counseling)Mental healthRandomized controlled trialWork (physics)Supported employmentMedicinePsychologyTreatment and control groupsPhysical therapyClinical psychologyNursingPsychiatry

Abstract

fetched live from OpenAlex

Introduction Employment is a key goal for many people with long-term mental health issues. Evidence-based individual placement and support is a widely advocated approach. This study explored whether individual placement and support outcomes could be enhanced with work-focused counselling. Method The study was designed as a pragmatic randomised controlled trial comparing the cost-effectiveness, in severe mental illness, of work-focused intervention (intervention) as an adjunct to individual placement and support compared to individual placement and support alone (control). Results The original sample (330) proved impossible to attain so the design was revised to a pilot study from which information on feasibility of a full trial could be drawn. Twenty-five individuals out of 74 found paid work but no difference was found in the mean number of hours in paid employment between the intervention and control groups. Conclusion Results demonstrate that delivering work-focused counselling in tandem with individual placement and support is feasible and acceptable to service users. The study observed that, even during a period of recession (2010–13), individuals with mental health problems succeeded in obtaining paid employment. Any additional benefit of counselling over individual placement and support alone could not be ascertained, due mainly to the high drop-out rate from this study.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.130
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.424
Teacher spread0.309 · 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 designRandomized trial
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
Published2016
Admission routes1
Has abstractyes

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