Health Lens dimensions

Parental Control

Dimension 244 of 1,100 · Health Lens

Excitement Index
0.0668

Parental Control measures how strongly an expression reflects active management of a child's behavior through rules, limits, monitoring, discipline, and immediate behavioral responses. It encompasses both permissive and punitive attempts to direct conduct, especially in moments of conflict, noncompliance, or daily regulation.

evidence final name · Home Observation

Bands

Minimal Parental Control

Expressions activating this band show little clear behavioral regulation of a child, or focus on general caregiving, environment, patience, or unrelated content rather than directing conduct. Control is absent, diffuse, or only minimally implied.

Moderate Parental Control

Expressions activating this band show recognizable efforts to manage a child's behavior through expectations, correction, physical punishment, or concern about the child's dominance and rule-following. Control is present as inconsistent or situational discipline rather than sustained enforcement.

High Parental Control

Expressions activating this band show direct intervention in a child's behavior through restriction, close attention, conflict management, threats of punishment, or hands-on disciplinary action. Control is experienced as active regulation during misbehavior or escalating interactions.

Intense Parental Control

Expressions activating this band show strong, explicit behavioral management using firm limits, reprimands, yelling, grounding, time-out, privilege removal, and tightly managed permissions or rewards. Control is experienced as highly directive, immediate, and rule-enforcing in everyday interactions.

Evidence summary

Candidate names

Stress90.30
Home Observation70.50
Home60.30
Observation59.00
Attributions56.30

Sentence counts by range

B-6..B14,560,343
B2..B8421,199
B9..B10184
B11..B20117

Dataset representation

01__health_reviews__druglib__benefits_effectiveness56
03__fact_checking__liar__truth_ordinal52
05__whole_disney_dataset__rating120
06__text_reviews__acl_imdb__binary_sentiment87
07__emotion_labels__goemotions_reddit__multilabel110
08__dialogue_emotion__empathetic_dialogues__context136
10__social_media_sentiment__sentiment140__binary120
11__consumer_complaints__response_explanation_vs_relief123

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.

Moderate Home Observation

Moderate 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 a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with home observation at a level associated with formal behavioral assessment.

Intense Home Observation

Intense 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.

Peak Home Observation

Peak Home Observation: Home observation is present here in a general or mixed form without a single dominant facet. Compared to the band below, home observation is more intense and concentrated but retains the same essential character. Expressions activating this band may reflect general or diffuse home observation.