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Record W3191432332 · doi:10.7202/1078509ar

Workload, workplace violence and harassment, and well-being of personal support workers in home and community care

2021· article· en· W3191432332 on OpenAlexaffvenueabout
Firat K. Sayin, Margaret Denton, Catherine Brookman, Sharon Davies, Işık U. Zeytinoglu

Bibliographic record

VenueRelations industrielles · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicWorkplace Violence and Bullying
Canadian institutionsMcMaster UniversitySaint Mary's University
Fundersnot available
KeywordsWorkloadHarassmentStructural equation modelingPsychologyHealth careStressorJob satisfactionWorkplace violenceHuman factors and ergonomicsOccupational safety and healthNursingPopulationDemographic economicsPoison controlSocial psychologyMedicineBusinessApplied psychologyEnvironmental healthClinical psychologyEconomic growthEconomicsManagementComputer science

Abstract

fetched live from OpenAlex

Demand for home and community care services has continuously increased in Canada and elsewhere in the last few decades due to aging of the population and healthcare policy changes shaped by budgetary limitations. As a result, home and community care organizations are having trouble hiring adequate numbers of healthcare workers to meet the escalating demand, the result being increased workload on these workers. Another stream of literature has shown that care recipients and their family members, frustrated with the limited ability of healthcare workers to provide adequate care because of increased workload, might resort to violence and harassment. Bringing these two streams of literature together, we examined the relationships among three variables : workload ; workplace violence and harassment ; and well-being of personal support workers (PSWs). Using structural equation modeling, we analyzed a 2015 Ontario-wide survey of 1,347 PSWs employed in the home and community care sector. The results indicate that workload is negatively associated with extrinsic and intrinsic job satisfaction, and this relationship is mediated by violence and harassment and by stress. Specifically, workload is positively associated with violence and harassment at work, which in turn is positively associated with stress, which in turn is negatively associated with extrinsic and intrinsic job satisfaction. Our study contributes to the literature by examining the impact of a work environment factor, workload, on the well-being of PSWs. This approach makes it possible to expand the current literature’s focus on psychological processes at the individual level to a more contextual approach. Furthermore, the results have important implications for home and community care organizations as well as for the healthcare sector in general. The well-being of PSWs is critical to retaining them and to ensuring the quality of care they provide their clients. Thus, their workload should be lowered to a more manageable level to help minimize the violence and harassment they experience.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.736
Threshold uncertainty score0.626

Codex and Gemma teacher scores by category

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

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 head0.019
GPT teacher head0.282
Teacher spread0.263 · 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

Citations9
Published2021
Admission routes3
Has abstractyes

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