Health Lens dimensions

Dietary Restraint

Dimension 588 of 1,100 · Health Lens

Excitement Index
0.0563

Dietary Restraint measures the extent to which an expression reflects deliberate control, limitation, or restriction of eating in the service of weight or body-shape management. It encompasses attitudes and behaviors involving dieting, calorie reduction, resisting food, and concern about losing control over eating.

evidence final name · Diet Fat

Bands

Absent Dietary Restraint

Expressions activating this band do not convey a recognizable pattern of intentional eating control for weight or shape purposes. They instead focus on unrelated health, daily life, or general eating topics without a clear dieting or restriction motive.

Low Dietary Restraint

Expressions activating this band reflect eating-related concerns or habits, but intentional restriction is limited, inconsistent, or only indirectly implied. Eating may be described as problematic, excessive, or constrained by practical difficulties rather than by a sustained weight-control effort.

Moderate Dietary Restraint

Expressions activating this band reflect active awareness and management of food intake, including attention to healthy eating, avoiding tempting foods, and monitoring diet in relation to weight. Restriction is present as a purposeful stance, though it remains measured rather than urgent or extreme.

High Dietary Restraint

Expressions activating this band reflect pronounced efforts to eat less, persistent concern about fatness or weight gain, and worry about losing control over eating. Restriction is experienced as a salient and effortful strategy tied to body evaluation.

Severe Dietary Restraint

Expressions activating this band reflect rigid, sustained limitation of food intake for weight loss or maintenance, such as strict dieting, calorie cutting, and striving to become thinner. Eating control is framed as highly restrictive and central to managing body weight or shape.

Evidence summary

Candidate names

Diet Fat1.00
Weight0.50
Lose0.50

Sentence counts by range

B-7..B-11,037,344
B0..B63,942,020
B7..B132,079
B14..B20370
B21..B2730

Dataset representation

01__health_reviews__druglib__benefits_effectiveness54
03__fact_checking__liar__truth_ordinal39
05__whole_disney_dataset__rating57
06__text_reviews__acl_imdb__binary_sentiment64
07__emotion_labels__goemotions_reddit__multilabel80
08__dialogue_emotion__empathetic_dialogues__context102
10__social_media_sentiment__sentiment140__binary98
11__consumer_complaints__response_explanation_vs_relief41

Anchor definitions

Minimal Diet Fat

Minimal Diet Fat: Content characterized by party, tax, series, and related themes. Expressions activating this band reflect diet fat at this level.

Emerging Diet Fat

Emerging Diet Fat: Content characterized by ellen, rent, diet, and related themes. Expressions activating this band reflect diet fat at this level.

Elevated Diet Fat

Elevated Diet Fat: Content characterized by lose, back, starvation, and related themes. Expressions activating this band reflect diet fat at this level.

Severe Diet Fat

Severe Diet Fat: Content characterized by diet, flab, weight, and related themes. Expressions activating this band reflect diet fat at this level.