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Record W2619231427 · doi:10.1080/09638288.2017.1327986

Work remains meaningful despite time out of the workplace and chronic pain

2017· article· en· W2619231427 on OpenAlexafffund
Sara Saunders, Bernadette Nedelec, Ellen MacEachen

Bibliographic record

VenueDisability and Rehabilitation · 2017
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of WaterlooMcGill University
FundersCanadian Institutes of Health Research
KeywordsMeaning (existential)Work (physics)RehabilitationPsychologyChronic painApplied psychologySocial psychologyMedicinePhysical therapyPsychiatryPsychotherapist

Abstract

fetched live from OpenAlex

PURPOSE: Although work has been found to be meaningful and a source of motivation to return to work in certain disabled populations, it was unclear if this was also true for people experiencing a long period of unemployment and job loss due to a musculoskeletal injury. Therefore, the aim of this phenomenological study was to explore the meaning of work for those with chronic work disability due to a musculoskeletal injury. METHOD: The data from 27 interviews, conducted with 9 participants, was analyzed using the Empirical Phenomenological Psychological method. RESULTS: Work remained central to the lives of the participants and aligned with previous valued work outcomes and goals regardless of the amount of time away from work. These findings point to the importance of recognizing the ongoing centrality of work for those with chronic work disability and the importance of tapping into work values and beliefs to provide workers with the motivation needed to get past physical and systemic barriers to return to work. CONCLUSIONS: This study shows that a shift in focus back to meaning not only has benefits for people with chronic work disability, but for occupational therapists in their ability to make a unique and effective contribution to the field of work disability. Implications for rehabilitation The chronic work disabled population remains one of the most challenging to return to work. Reflection on the meaning of work provides motivation needed for clients to overcome barriers to work including chronic pain. Exploring meaning is not difficult or time consuming in vocational rehabilitation.

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)0.004
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.012
Scholarly communication0.0040.002
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.049
GPT teacher head0.429
Teacher spread0.380 · 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 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

Citations11
Published2017
Admission routes2
Has abstractyes

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