Health Lens dimensions

Childhood Family Adversity

Dimension 563 of 1,100 · Health Lens

Excitement Index
0.0568

Childhood Family Adversity measures the extent to which expressions describe harmful, neglectful, unstable, or unsafe experiences within the family environment during childhood. It encompasses exposure to abuse, neglect, household dysfunction, lack of care, and inconsistent parental safety or support.

evidence final name · While Household

Bands

Minimal Childhood Family Adversity

Expressions activating this band contain little clear evidence of adverse family conditions in childhood and may instead refer to isolated events, general violence, crime, loss, or neutral family experiences without a sustained pattern of harmful caregiving or household dysfunction.

Moderate Childhood Family Adversity

Expressions activating this band describe childhood family conditions marked by inconsistent care, material hardship, poor supervision, emotional unavailability, or episodic physical harm. The adversity is recognizable as part of the home environment but is not always framed as pervasive or severe.

Severe Childhood Family Adversity

Expressions activating this band describe a childhood home marked by pronounced abuse, neglect, parental substance-related problems, police involvement, fear about caregiver availability, and failures to provide safety, love, or protection. The family environment is experienced as chronically harmful, unsafe, or deeply destabilizing.

Evidence summary

Candidate names

While Household1.00
Parents0.50
Final0.50

Sentence counts by range

B-7..B-1245,452
B0..B24,353,084
B3..B9383,307

Dataset representation

01__health_reviews__druglib__benefits_effectiveness38
03__fact_checking__liar__truth_ordinal58
05__whole_disney_dataset__rating69
06__text_reviews__acl_imdb__binary_sentiment66
07__emotion_labels__goemotions_reddit__multilabel66
08__dialogue_emotion__empathetic_dialogues__context72
10__social_media_sentiment__sentiment140__binary69
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Low While Household

Low While Household: Content characterized by sex, federal, money, and related themes. Expressions activating this band reflect while household at this level.

Moderate While Household

Moderate While Household: Content characterized by nerd, welfare, she, and related themes. Expressions activating this band reflect while household at this level.

High While Household

High While Household: Content characterized by final, amicably, refusal, and related themes. Expressions activating this band reflect while household at this level.