Health Lens dimensions

Academic Satisfaction

Dimension 313 of 1,100 · Health Lens

Excitement Index
0.0639

Academic Satisfaction measures how positively an expression evaluates educational experiences, including classes, school participation, learning activities, and the surrounding educational environment. It encompasses general contentment with schooling, comfort engaging in academic settings, and favorable appraisal of classes and related experiences.

evidence final name · Overall Level Satisfaction

Bands

Minimal Academic Satisfaction

Expressions activating this band refer to education or school as a context without conveying a clear personal evaluation of academic experience, or they express only broad, low-intensity approval of schooling and training.

Moderate Academic Satisfaction

Expressions activating this band show generally positive functioning and comfort in educational or structured activity settings, including ease with others, decision-making, affection, leisure, and favorable views of teachers or participation.

High Academic Satisfaction

Expressions activating this band reflect active engagement with classwork and school participation, such as completing assignments, answering questions, thinking clearly, and feeling personally well while involved in academic activities.

Very High Academic Satisfaction

Expressions activating this band directly endorse classes as liked, satisfying, and interesting, with clear positive appraisal of coursework and the immediate academic experience.

Evidence summary

Candidate names

Satisfaction60.30
Overall Level Satisfaction43.90
Educational Satisfaction41.90
School Course37.80
Level Satisfaction37.60

Sentence counts by range

B-8..B-2295,298
B-1..B54,682,446
B6..B113,925
B12..B18174

Dataset representation

01__health_reviews__druglib__benefits_effectiveness71
03__fact_checking__liar__truth_ordinal122
05__whole_disney_dataset__rating92
06__text_reviews__acl_imdb__binary_sentiment117
07__emotion_labels__goemotions_reddit__multilabel89
08__dialogue_emotion__empathetic_dialogues__context158
10__social_media_sentiment__sentiment140__binary157
11__consumer_complaints__response_explanation_vs_relief142

Anchor definitions

Minimal Overall Level Satisfaction

Minimal Overall Level Satisfaction: Overall level satisfaction is present at a low level. Expressions activating this band reflect early or diffuse overall level satisfaction.

Moderate Overall Level Satisfaction

Moderate Overall Level Satisfaction: Overall level satisfaction is clearly present at this level. Unlike the band below, where overall level satisfaction was characterized by a general or mixed form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect overall level satisfaction at this level of intensity.

Intense Overall Level Satisfaction

Intense Overall Level Satisfaction: Overall level satisfaction is clearly present at this level. Compared to the band below, overall level satisfaction is more intense and concentrated but retains the same essential character. Expressions activating this band reflect overall level satisfaction at this level of intensity.

Peak Overall Level Satisfaction

Peak Overall Level Satisfaction: Overall level satisfaction is clearly present at this level. Compared to the band below, overall level satisfaction is more intense and concentrated but retains the same essential character. Expressions activating this band reflect overall level satisfaction at this level of intensity.