Health Lens dimensions

Work Monotony

Dimension 406 of 1,100 · Health Lens

Excitement Index
0.0607

Work Monotony measures the extent to which work is experienced as repetitive, dull, draining, and narrowing in personal engagement. It encompasses boredom, emotional depletion tied to routine tasks, and a sense of being stuck in unvaried work activity.

evidence final name · Professional Quality

Bands

Minimal Work Monotony

Expressions activating this band show little to no clear sense that work or daily activity is repetitive or dull, and often focus on unrelated evaluation, goals, social reactions, or general concerns. When work is mentioned, monotony is only faintly present or indirect.

Mild Work Monotony

Expressions activating this band describe work as emotionally tiring, draining, or bogging, with early signs that ongoing duties feel wearing or unrewarding. The experience centers on fatigue and burden in carrying out work responsibilities.

Moderate Work Monotony

Expressions activating this band describe work as boring, repetitive, and increasingly aversive, often with reduced interest in the people or tasks involved. The experience includes feeling worn down by routine and questioning one's ability or desire to keep doing the work.

High Work Monotony

Expressions activating this band portray work as strongly defined by repetitive, mundane, grinding tasks with little variety. The experience is one of sustained immersion in sameness, where work feels narrowly confined to a single repetitive mode of activity.

Evidence summary

Candidate names

Burnout104.40
Stress97.50
Professional Quality94.70
Compassion87.70
Professional79.70

Sentence counts by range

B-8..B-21,460,199
B-1..B53,496,800
B6..B1024,556
B11..B17288

Dataset representation

01__health_reviews__druglib__benefits_effectiveness72
03__fact_checking__liar__truth_ordinal69
05__whole_disney_dataset__rating107
06__text_reviews__acl_imdb__binary_sentiment141
07__emotion_labels__goemotions_reddit__multilabel109
08__dialogue_emotion__empathetic_dialogues__context117
10__social_media_sentiment__sentiment140__binary117
11__consumer_complaints__response_explanation_vs_relief121

Anchor definitions

Minimal Professional Quality

Minimal Professional Quality: Professional quality is present at a low level. Expressions activating this band reflect early or diffuse professional quality.

Moderate Professional Quality

Moderate Professional Quality: Professional quality is clearly present at this level. Compared to the band below, professional quality is more intense and concentrated but retains the same essential character. Expressions activating this band reflect professional quality at this level of intensity.

Intense Professional Quality

Intense Professional Quality: Professional quality is clearly present at this level. Compared to the band below, professional quality is more intense and concentrated but retains the same essential character. Expressions activating this band reflect professional quality at this level of intensity.

Peak Professional Quality

Peak Professional Quality: Professional quality is present here in a general or mixed form without a single dominant facet. Unlike the band below, where professional quality was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse professional quality.