Health Lens dimensions

Pain Interference

Dimension 1000 of 1,100 · Health Lens

Excitement Index
0.0429

Pain Interference measures the extent to which pain disrupts physical functioning, daily activities, and participation in usual roles and interests. It encompasses both the presence of pain and its impact on movement, household tasks, work, and everyday engagement.

evidence final name · Pain Interference

Bands

Minimal Pain Interference

Expressions activating this band show pain impact as absent, weak, or only indirectly present, with mixed content that often centers on other difficulties rather than clear disruption from pain. When pain appears, it is described as limited or situational rather than a defining constraint on daily functioning.

Moderate Pain Interference

Expressions activating this band describe pain as a noticeable problem that disrupts specific activities such as walking, household chores, or other routine tasks. The interference is concrete and functionally meaningful, but remains tied to particular domains of activity.

High Pain Interference

Expressions activating this band describe pain as broadly limiting daily life, reducing what a person can accomplish and restricting participation in home, work, school, or personal interests. Pain is experienced as a persistent physical burden with clear consequences for overall functioning.

Evidence summary

Candidate names

Pain117.20
Pain Interference111.40
Interference93.00
12-item Sf-1268.60
12-item57.50

Sentence counts by range

B-6..B0449,957
B1..B44,276,152
B5..B11255,734

Dataset representation

01__health_reviews__druglib__benefits_effectiveness57
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating71
06__text_reviews__acl_imdb__binary_sentiment93
07__emotion_labels__goemotions_reddit__multilabel75
08__dialogue_emotion__empathetic_dialogues__context61
10__social_media_sentiment__sentiment140__binary91
11__consumer_complaints__response_explanation_vs_relief134

Anchor definitions

Low Pain Interference

Low Pain Interference: Pain interference is present at a low level. Expressions activating this band reflect early or diffuse pain interference.

Moderate Pain Interference

Moderate Pain Interference: Pain interference is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where pain interference 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 likely reflect direct functional disruption from pain interference.

High Pain Interference

High Pain Interference: Pain interference is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Compared to the band below, pain interference is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect direct functional disruption from pain interference.