Health Lens dimensions

Media Exposure

Dimension 115 of 1,100 · Health Lens

Excitement Index
0.0748

Media Exposure measures the extent to which an expression involves contact with broadcast, news, documentary, or other mediated content, including both routine viewing and exposure to disturbing or threat-related coverage. It encompasses ordinary media use as well as emotionally charged engagement with violent, disaster, or terrorism-related material.

evidence final name · Acute Stress Disorder

Bands

Minimal Media Exposure

Expressions activating this band contain little to no clear engagement with mediated content and are dominated by unrelated life events, activities, or factual prompts. Media-related content, if present, is incidental rather than a salient focus of the expression.

Limited Media Exposure

Expressions activating this band refer to occasional or indirect contact with disturbing events, reminders, or reported incidents, with media contact present but not yet central. The expression may blend real-world threat, trauma reminders, and sparse references to viewed or heard material.

Moderate Media Exposure

Expressions activating this band describe recognizable engagement with television, radio, news events, or upsetting online content as part of everyday experience. Media contact is explicit and may include both ordinary consumption and emotionally unsettling material.

High Media Exposure

Expressions activating this band center on frequent or sustained television viewing, often framed as a regular habit or substantial weekly activity. Media use is a prominent behavioral focus of the expression.

Intense Media Exposure

Expressions activating this band focus on vivid, threat-laden mediated content involving terrorism, hijacking, attacks, or catastrophic public violence. Media contact is highly salient and concentrated on dramatic, fear-evoking coverage.

Evidence summary

Candidate names

Stress94.90
Trauma94.40
Acute Stress Disorder58.40
Acute Stress50.00
Stress Disorder50.00

Sentence counts by range

B-8..B-2412,371
B-1..B54,401,392
B6..B12165,054
B13..B172,554
B18..B31472

Dataset representation

01__health_reviews__druglib__benefits_effectiveness69
03__fact_checking__liar__truth_ordinal255
05__whole_disney_dataset__rating140
06__text_reviews__acl_imdb__binary_sentiment323
07__emotion_labels__goemotions_reddit__multilabel158
08__dialogue_emotion__empathetic_dialogues__context151
10__social_media_sentiment__sentiment140__binary224
11__consumer_complaints__response_explanation_vs_relief160

Anchor definitions

Minimal Acute Stress Disorder

Minimal Acute Stress Disorder: Acute stress disorder is present at a low level. Expressions activating this band reflect early or diffuse acute stress disorder.

Emerging Acute Stress Disorder

Emerging Acute Stress Disorder: Acute stress disorder is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where acute stress disorder was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect acute stress disorder at a clinical or disorder-relevant level.

Elevated Acute Stress Disorder

Elevated Acute Stress Disorder: Acute stress disorder is clearly present at this level. Unlike the band below, where acute stress disorder 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 reflect acute stress disorder at this level of intensity.

Severe Acute Stress Disorder

Severe Acute Stress Disorder: Acute stress disorder is clearly present at this level. Compared to the band below, acute stress disorder is more intense and concentrated but retains the same essential character. Expressions activating this band reflect acute stress disorder at this level of intensity.