Health Lens dimensions

Numerical Ability

Dimension 269 of 1,100 · Health Lens

Excitement Index
0.0655

Numerical Ability measures the capacity expressed in an expression to understand, manipulate, and apply numbers and quantitative relations. It encompasses basic number recognition, counting, arithmetic operations, and practical use of numerical information in everyday tasks.

evidence final name · Home Observation

Bands

Minimal Numerical Ability

Expressions activating this band show little to no numerical content, with attention centered on non-quantitative topics, general objects, or unrelated daily details rather than number use or calculation.

Emerging Numerical Ability

Expressions activating this band reflect early engagement with symbolic understanding and simple rule-following that supports later number use, such as recognizing basic instructional material or beginning readiness for quantitative tasks.

Basic Numerical Ability

Expressions activating this band involve direct use of small numbers, counting, number matching, and simple quantity recognition in concrete situations. Numerical understanding is expressed through elementary counting routines and identification of amounts or ordered sets.

Functional Numerical Ability

Expressions activating this band show active arithmetic use, including mental addition or subtraction, coin exchange, measurement, and correct calculation in practical or instructional contexts.

Advanced Numerical Ability

Expressions activating this band reflect confident handling of formal arithmetic relations, including multiplication, combined operations, and solving for numerical amounts or equivalences. Quantitative reasoning is expressed as deliberate calculation rather than simple counting or recognition.

Evidence summary

Candidate names

Stress68.60
Home Observation64.70
Stimq59.00
Home54.40
Observation54.40

Sentence counts by range

B-9..B-3104,675
B-2..B54,822,713
B6..B1253,923
B13..B19485
B20..B3347

Dataset representation

01__health_reviews__druglib__benefits_effectiveness85
03__fact_checking__liar__truth_ordinal122
05__whole_disney_dataset__rating145
06__text_reviews__acl_imdb__binary_sentiment161
07__emotion_labels__goemotions_reddit__multilabel136
08__dialogue_emotion__empathetic_dialogues__context119
10__social_media_sentiment__sentiment140__binary187
11__consumer_complaints__response_explanation_vs_relief214

Anchor definitions

Minimal Home Observation

Minimal Home Observation: Home observation is present at a low level. Expressions activating this band reflect early or diffuse home observation.

Emerging Home Observation

Emerging Home Observation: Home observation is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where home observation was characterized by a general form, the proxy here has shifted in character. Expressions activating this band likely reflect home observation at a clinical or disorder-relevant level.

Elevated Home Observation

Elevated Home Observation: Home observation is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where home observation was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with home observation at a level associated with formal behavioral assessment.

Severe Home Observation

Severe Home Observation: Home observation is present here in a general or mixed form without a single dominant facet. Unlike the band below, where home observation 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 may reflect general or diffuse home observation.