MétaCan
Menu
Back to cohort
Record W3155450502 · doi:10.1080/0164212x.2021.1908925

Organizational Workplace Mental Health: An Emerging Role for Occupational Therapy

2021· article· en· W3155450502 on OpenAlexaff
Alexandra Thompson, Madison I. Fugard, Bonnie Kirsh

Bibliographic record

VenueOccupational Therapy in Mental Health · 2021
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsOccupational therapyMental healthPsychologyPsychological interventionPromotion (chess)Qualitative researchPerspective (graphical)Public relationsMedicineNursingSociologyPsychotherapistPolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

The purpose of this paper is threefold: firstly, to provide a brief overview of current practice in workplace mental health and introduce an emerging role for occupational therapy in this field (i.e., practicing at the organizational level where “clients” are workplaces or organizations, and not individual workers); secondly, to present the findings from a small qualitative study which describes this emerging role from the perspectives of occupational therapists who have worked in this area; and thirdly, to provide suggestions for future work which could advance this emerging role for occupational therapy world-wide.KEY MESSAGESPrevious research suggests that there is an increasing interest among employers to address workplace mental health through organizational initiatives and that occupational therapists are beginning to consult on the topic.Occupational therapists in our small qualitative study described their role in organizational workplace mental health as one which involves adopting a business lens, practicing in an organization-centred manner, and focusing on population health promotion.Suggestions for future work to advance this emerging role include identifying the fundamental elements of the business lens, investigating models and frameworks to guide organization-centred practice, evaluating the short-, medium-, and long-term outcomes of interventions, exploring the fit between an occupational perspective and workplace mental health, and examining the impact of COVID-19 on current practice.

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.452
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.182
GPT teacher head0.531
Teacher spread0.349 · 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 designObservational
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

Citations3
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueOccupational Therapy in Mental HealthSame topicOccupational Therapy Practice and ResearchFrench-language works237,207