Health Lens dimensions

Pain Avoidance

Dimension 395 of 1,100 · Health Lens

Excitement Index
0.0609

Pain Avoidance measures the extent to which pain is experienced as a signal to restrict activity, protect the body, and prioritize symptom control. It encompasses fearful interpretations of pain, avoidance of movement or exercise, and the degree to which pain governs daily activity and participation.

evidence final name · Pain Efficacy

Bands

Minimal Pain Avoidance

Expressions activating this band show little clear organization around pain-based restriction or protective behavior, with only isolated mention of pain or discomfort and no consistent pattern of fear-driven activity control.

Moderate Pain Avoidance

Expressions activating this band describe pain as distressing and behaviorally influential, with stiffness, reduced ease of movement, avoidance of some painful activities, and concern that pain may signal bodily danger.

High Pain Avoidance

Expressions activating this band frame pain as a major constraint on activity, with planning and participation shaped around symptom control, avoidance of using painful body parts, and catastrophic expectations about worsening or disability.

Severe Pain Avoidance

Expressions activating this band treat pain as a direct warning to stop movement or exercise because activity is seen as unsafe or likely to cause injury. Pain is given priority over important activities, and protective withdrawal becomes the dominant response.

Evidence summary

Candidate names

Pain168.90
Psychological Inflexibility Pain52.20
Pain Anxiety Symptom51.60
Chronic Pain Acceptance50.50
Pain Acceptance Questionaire50.50

Sentence counts by range

B-7..B-418,238
B-3..B34,822,923
B4..B8140,565
B9..B14117

Dataset representation

01__health_reviews__druglib__benefits_effectiveness81
03__fact_checking__liar__truth_ordinal129
05__whole_disney_dataset__rating91
06__text_reviews__acl_imdb__binary_sentiment95
07__emotion_labels__goemotions_reddit__multilabel72
08__dialogue_emotion__empathetic_dialogues__context88
10__social_media_sentiment__sentiment140__binary107
11__consumer_complaints__response_explanation_vs_relief116

Anchor definitions

Minimal Pain Efficacy

Minimal Pain Efficacy: Expressions show no meaningful pain efficacy content. The proxy is effectively absent. Expressions activating this band are unrelated to pain efficacy.

Moderate Pain Efficacy

Moderate Pain Efficacy: Pain efficacy is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. This is the first band where pain efficacy becomes detectable. Expressions activating this band likely reflect direct functional disruption from pain efficacy.

Intense Pain Efficacy

Intense Pain Efficacy: Pain efficacy is experienced here predominantly in its cognitive and anticipatory form. Expressions reflect apprehension, concern, and expectation of negative outcomes. Unlike the band below, where pain efficacy was characterized by direct functional disruption, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect anticipatory or cognitive pain efficacy.

Peak Pain Efficacy

Peak Pain Efficacy: Pain efficacy is clearly present at this level. Unlike the band below, where pain efficacy was characterized by the cognitive and anticipatory form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect pain efficacy at this level of intensity.