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Record W2883998570 · doi:10.1007/s10926-018-9801-y

Return-to-Work Following Depression: What Work Accommodations Do Employers and Human Resources Directors Put in Place?

2018· article· en· W2883998570 on OpenAlexafffund
Marie-France Bastien, Marc Corbière

Bibliographic record

VenueJournal of Occupational Rehabilitation · 2018
Typearticle
Languageen
FieldHealth Professions
TopicWorkplace Health and Well-being
Canadian institutionsUniversité du Québec à Montréal
FundersCanadian Institutes of Health Research
KeywordsSick leaveHuman resourcesWork (physics)PsychologyDepression (economics)Human servicesMental healthHuman resource managementWork schedulePublic relationsBusinessManagementMedicinePolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

The magnitude of economic and social costs related to common mental disorders has a profound impact on the workplace. Returning to work following depression is, therefore, a major issue for all stakeholders involved (employee, employer, human resources director, union, physician, etc.). Considering their role in the organization, Human Resources Directors (HRD) and employers have a decisive impact on the return-to-work (RTW) process. Purpose This study aims to determine which RTW accommodations are implemented, following depression, by one of the central stakeholders: HRD and employers. Methods 219 HRD/employers participated in a semi-structured telephone interview about RTW of employees after depression. From that interview, the question related to this article was: Do you put in place work accommodations for employees after a sick leave due to depression (yes or no)? If their response was positive, we asked: If yes, what were the work accommodations? Results 170 HRD/employers specified accommodations. The most common categories identified were related to: work schedule, task modifications, job change and work environment change. Accommodations directly related to the employee or the colleagues were considerably less mentioned and those concerning other RTW stakeholders, including supervisor, were almost absent. Conclusion Our results suggest that accommodations directly related to work aspects seemed to predominate in our sample of HRD/employers when an employee returned-to-work following depression. The relational aspect and the involvement of the different stakeholders are also not prioritized to accommodate the RTW. These results contrast with employer best practice guidelines for the RTW of workers with common mental disorders.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.782

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.033
GPT teacher head0.416
Teacher spread0.383 · 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 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

Citations60
Published2018
Admission routes2
Has abstractyes

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