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Record W3140804442 · doi:10.1159/000516181

Dysfunctional Coping Mediates the Relationship between Stress and Mental Health in Health-Care Staff Working amid the COVID-19 Pandemic

2021· article· en· W3140804442 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedical Principles and Practice · 2021
Typearticle
Languageen
FieldPsychology
TopicCOVID-19 and Mental Health
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMental healthDysfunctional familyCoping (psychology)MediationPerceived Stress ScaleClinical psychologyPsychiatryStress (linguistics)

Abstract

fetched live from OpenAlex

OBJECTIVE: This cross-sectional study aimed to assess the stress outcomes in health-care staff working during the COVID-19 pandemic and to explore the role of coping in the relationship between stress outcomes and mental health dimensions with Preacher & Hayes's mediation analysis. SUBJECTS AND METHODS: One hundred seventy participants including physicians (n = 41; 24.1%), nurses (n = 114, 67.1%), and paramedics (n = 15, 8.8%) with a mean age of 37.69 ± 12.23 years and an average seniority of 14.40 ± 12.32 years were administered the Toronto Alexithymia Scale-20, Cohen's Perceived Stress Scale (PSS-10), the Emotional Processing Scale, and Positive and Negative Affect Schedule. The data were analyzed by estimation of simple correlation coefficients and a Preacher and Hayes's mediation procedure. RESULTS: Participants reported elevated levels of stress (7-8 sten on the sten scale developed for the PSS-10 questionnaire). Statistically significant differences in the stress levels between nurses, paramedics, and physicians could not be determined. In contrast, significant association between mental health outcomes and the occupational category could not be found. CONCLUSION: Our observations support the assumption about a controlling role of coping in the relationship between work-related stress, alexithymia, emotional processing loneliness and positive/negative affect in medical staff working amid pandemic.

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.

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)0.006
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: none
Teacher disagreement score0.801
Threshold uncertainty score0.777

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0000.000

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 head0.228
GPT teacher head0.474
Teacher spread0.247 · 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