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Record W2964830321 · doi:10.1097/nmd.0000000000001017

Burnout and Its Relationships With Alexithymia, Stress, Self-Esteem, Depression, Alcohol Use Disorders, and Emotional Intelligence

2019· article· en· W2964830321 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Journal of Nervous and Mental Disease · 2019
Typearticle
Languageen
FieldPsychology
TopicWorkaholism, burnout, and well-being
Canadian institutionsAssembly of First Nations
Fundersnot available
KeywordsAlexithymiaBurnoutPsychologyClinical psychologyEmotional intelligencePopulationAnxietyEmotional exhaustionPsychiatryMedicineDevelopmental psychology

Abstract

fetched live from OpenAlex

Our aim was to assess the relationship between personality and psychological traits, and burnout among the Lebanese population. A questionnaire-based cross-sectional study was conducted with multiple validated scales used to measure burnout and other characteristics. A cluster analysis was then performed to split the population into mutually exclusive groups with different profiles according to the burnout scales using the K-mean method. A multivariate analysis of covariance was carried out to compare multiple measures between the cluster groups under comparison. The study, conducted between November 2017 and March 2018, enrolled 789 participants. The results showed that 100 (14.0%) had high emotional work fatigue, whereas 443 (62.5%) and 680 (95.4%) had high mental and physical work fatigue, respectively. People with high physical work fatigue (cluster 1) had lower alcohol dependence (β = -2.78), alexithymia (β = -3.16), depression (β = -7.20), anxiety (β = -6.99), perceived stress (β = -2.53), social phobia (β = -11.49), suicidal ideation (β = -0.35), emotional awareness (β = -4.54), emotional managament (β = -1.71), social emotional awareness (β = -9.27), and relationship management (β = -9.12). People with high emotional work fatigue (cluster 2) had higher alcohol dependence (β = 2.11), alexithymia (β = 6.51), depression (β = 2.48), anxiety (β = 4.11), perceived stress (β = 4.30), and lower emotional awareness (β = -6.68), emotional management (β = -7.80), social emotional awareness (β = -3.71), and relationship management (β = -3.05). Higher levels of burnout were found to be associated with multiple psychological factors. The results would help understand the burnout dimensions and their correlated factors in the Lebanese population.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.394

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.016
GPT teacher head0.261
Teacher spread0.245 · 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