Health Lens dimensions

Family Formation

Dimension 724 of 1,100 · Health Lens

Excitement Index
0.0530

Family Formation measures the extent to which an expression centers on having children, pregnancy, birth, and the establishment or expansion of a family unit. It encompasses reproductive events, parenthood status, intentions for children, and adjustment to a new child.

evidence final name · Kids Birth

Bands

Minimal Family Formation

Expressions activating this band contain only faint or incidental references to family formation, with attention directed mainly to other concerns such as stress, relationships, finances, or daily difficulties. Childbearing or parenting appears as a peripheral context rather than the main experience being expressed.

Low Family Formation

Expressions activating this band mention family formation in a limited or indirect way, such as anxiety about pregnancy, role expectations, or life circumstances that could bear on having or raising children. The experience is present as a possible or emerging concern rather than a concrete family event.

Moderate Family Formation

Expressions activating this band focus on concrete family formation experiences, including pregnancy-related decisions, newborn care, child health, or adaptation to a new baby. Parenthood and reproductive events are clearly part of the expression's central subject matter.

High Family Formation

Expressions activating this band center on active family-building experiences such as pregnancy, giving birth, planning a child, or evaluating the meaning and impact of having a child. The expression treats childbearing and family expansion as a salient life event or goal.

Intense Family Formation

Expressions activating this band are directly organized around parenthood status and recent or intended childbearing, including whether one has children, shares children with a partner, or has recently given birth. Having children is the dominant focus of the expression.

Evidence summary

Candidate names

Kids Birth1.00
Kid0.50
Want0.50

Sentence counts by range

B-9..B-3189,195
B-2610,281
B-1..B54,178,152
B6..B124,098
B13..B19117

Dataset representation

01__health_reviews__druglib__benefits_effectiveness39
03__fact_checking__liar__truth_ordinal58
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment61
07__emotion_labels__goemotions_reddit__multilabel69
08__dialogue_emotion__empathetic_dialogues__context141
10__social_media_sentiment__sentiment140__binary69
11__consumer_complaints__response_explanation_vs_relief80

Anchor definitions

Minimal Kids Birth

Minimal Kids Birth: Content characterized by stressed, miss, again, and related themes. Expressions activating this band reflect kids birth at this level.

Emerging Kids Birth

Emerging Kids Birth: Content characterized by medicare, heads, read, and related themes. Expressions activating this band reflect kids birth at this level.

Elevated Kids Birth

Elevated Kids Birth: Content characterized by makes, put, incorrect, and related themes. Expressions activating this band reflect kids birth at this level.

Severe Kids Birth

Severe Kids Birth: Content characterized by births, baby, purchased, and related themes. Expressions activating this band reflect kids birth at this level.