Health Lens dimensions

Academic Engagement

Dimension 134 of 1,100 · Health Lens

Excitement Index
0.0733

Academic Engagement measures the extent to which an expression reflects active involvement, interest, concentration, and positive investment in learning and course-related work. It encompasses attention to schoolwork, perceived effectiveness in class demands, and satisfaction with the educational experience.

evidence final name · School Course

Bands

Absent Academic Engagement

Expressions activating this band do not show a clear learning- or course-focused orientation and instead center on unrelated daily, behavioral, or social situations. The educational domain is largely not engaged as a meaningful focus of involvement.

Minimal Academic Engagement

Expressions activating this band reflect a limited or indirect connection to learning demands, such as school participation, homework expectations, or educational burden, without clear personal investment in the work itself. Academic activity is present mainly as an obligation or surrounding context.

Moderate Academic Engagement

Expressions activating this band reflect direct involvement with schoolwork and learning tasks, especially attention, behavior, attendance, and the ability to manage assignments. Engagement is present as active participation, though it often appears effortful or inconsistent.

High Academic Engagement

Expressions activating this band reflect confident, socially integrated, and generally satisfied participation in classes and educational activities. Learning is experienced as manageable and worthwhile, with a sense of competence and connection to the class environment.

Intense Academic Engagement

Expressions activating this band reflect strong interest, sustained concentration, enjoyment, and pride in course or class work. Educational activity is experienced as absorbing, rewarding, and high in personal value and quality.

Evidence summary

Candidate names

School Course39.40
Cognitive Function 06-05-201438.40
Stimq Parental Involvement37.90
Educational Satisfaction35.80
Domain-specific Impulsivity34.80

Sentence counts by range

B-5..B14,495,612
B2397,951
B3..B986,771
B10..B141,264
B15..B28245

Dataset representation

01__health_reviews__druglib__benefits_effectiveness68
03__fact_checking__liar__truth_ordinal79
05__whole_disney_dataset__rating102
06__text_reviews__acl_imdb__binary_sentiment123
07__emotion_labels__goemotions_reddit__multilabel127
08__dialogue_emotion__empathetic_dialogues__context182
10__social_media_sentiment__sentiment140__binary188
11__consumer_complaints__response_explanation_vs_relief139

Anchor definitions

Minimal School Course

Minimal School Course: School course is present at a low level. Expressions activating this band reflect early or diffuse school course.

Emerging School Course

Emerging School Course: School course is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where school course 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 engage with school course at a level associated with formal behavioral assessment.

Elevated School Course

Elevated School Course: School course is clearly present at this level. Unlike the band below, where school course was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect school course at this level of intensity.

Severe School Course

Severe School Course: School course is clearly present at this level. Compared to the band below, school course is more intense and concentrated but retains the same essential character. Expressions activating this band reflect school course at this level of intensity.