PsyProxy
Health Lens dimensions

Pain Interference

Dimension 12 of 1,100 · Health Lens

Excitement Index
0.1104

Pain Interference measures the extent to which pain intrudes on functioning, attention, planning, and daily activities. It encompasses both the felt impact of pain and the degree to which pain drives limitation, interruption, and reliance on relief.

evidence final name · Pain Take

Bands

Minimal Pain Interference

Expressions activating this band show little to no clear disruption from pain, with pain mentioned only incidentally, indirectly, or in a muted way that does not organize daily functioning. The expression may include hurt or discomfort language without sustained limitation, interruption, or activity restriction.

Moderate Pain Interference

Expressions activating this band describe pain as a recurring obstacle that affects concentration, memory, family participation, future planning, or the ability to maintain a normal routine. Pain is experienced as burdensome and behavior-shaping, but functioning remains at least partly intact.

Severe Pain Interference

Expressions activating this band describe pain as dominating daily life, stopping activity, preventing basic functioning, and forcing postponement or abandonment of plans. Pain is experienced as highly disruptive, difficult to control, and strongly linked to urgent need for relief or medication.

Evidence summary

Candidate names

Pain Take1.00
Longer0.50
Distracts0.50

Sentence counts by range

B-2..B04,342,533
B1..B5639,204
B6..B8106

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal24
05__whole_disney_dataset__rating29
06__text_reviews__acl_imdb__binary_sentiment51
07__emotion_labels__goemotions_reddit__multilabel35
08__dialogue_emotion__empathetic_dialogues__context48
10__social_media_sentiment__sentiment140__binary71
11__consumer_complaints__response_explanation_vs_relief55

Anchor definitions

Low Pain Take

Low Pain Take: Content characterized by pain, payments, action, and related themes. Expressions activating this band reflect pain take at this level.

Moderate Pain Take

Moderate Pain Take: Content characterized by pain, normal, longer, and related themes. Expressions activating this band reflect pain take at this level.

High Pain Take

High Pain Take: Content characterized by pain, distracts, keep, and related themes. Expressions activating this band reflect pain take at this level.