Health Lens dimensions

Work Burnout

Dimension 324 of 1,100 · Health Lens

Excitement Index
0.0636

Work Burnout measures chronic exhaustion, mental depletion, and disengagement tied to work demands. It encompasses strain that shows up as fatigue, preoccupation with work problems, difficulty recovering, reduced interest in work, and a sense that work has lost meaning or value.

evidence final name · Oldenburg Burnout

Bands

Minimal Work Burnout

Expressions activating this band show little clear work-related depletion or disengagement, with content that is neutral, mixed, or only loosely connected to strain at work. Work may be mentioned, but exhaustion, recovery problems, and loss of involvement are not established as a persistent experience.

Mild Work Burnout

Expressions activating this band show early work-related strain, including frustration, tiredness, blocked achievement, or recurring negative thoughts about work. The experience reflects burden and reduced ease at work, while basic involvement and coping are still present.

Moderate Work Burnout

Expressions activating this band show sustained work-related depletion marked by intrusive thinking about work problems, poor sleep, and a need for extended recovery after work. Burnout is experienced as ongoing fatigue and difficulty mentally disengaging from work.

Severe Work Burnout

Expressions activating this band show profound exhaustion and marked disengagement from work, including dreading the workday, functioning mechanically, losing interest in people at work, and questioning the value of one's work. The experience is one of deep depletion paired with emotional withdrawal and erosion of meaning.

Evidence summary

Candidate names

Burnout117.80
Agree110.10
Disagree110.10
Strongly83.30
Stress79.90

Sentence counts by range

B-8..B-2412,787
B-1..B54,553,293
B6..B815,495
B9..B15268

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal87
05__whole_disney_dataset__rating105
06__text_reviews__acl_imdb__binary_sentiment96
07__emotion_labels__goemotions_reddit__multilabel104
08__dialogue_emotion__empathetic_dialogues__context112
10__social_media_sentiment__sentiment140__binary145
11__consumer_complaints__response_explanation_vs_relief117

Anchor definitions

Minimal Oldenburg Burnout

Minimal Oldenburg Burnout: Oldenburg burnout is present at a low level. Expressions activating this band reflect early or diffuse oldenburg burnout.

Moderate Oldenburg Burnout

Moderate Oldenburg Burnout: Oldenburg burnout is clearly present at this level. Unlike the band below, where oldenburg burnout was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect oldenburg burnout at this level of intensity.

Intense Oldenburg Burnout

Intense Oldenburg Burnout: Oldenburg burnout is clearly present at this level. Compared to the band below, oldenburg burnout is more intense and concentrated but retains the same essential character. Expressions activating this band reflect oldenburg burnout at this level of intensity.

Peak Oldenburg Burnout

Peak Oldenburg Burnout: Oldenburg burnout is clearly present at this level. Compared to the band below, oldenburg burnout is more intense and concentrated but retains the same essential character. Expressions activating this band reflect oldenburg burnout at this level of intensity.