PsyProxy
Health Lens dimensions

Administrative Burden

Dimension 60 of 1,100 · Health Lens

Excitement Index
0.0833

Administrative Burden measures the degree to which an expression reflects difficulty, effort, and obstruction in dealing with formal systems, paperwork, eligibility processes, records, and service coordination. It encompasses practical strain around obtaining benefits, services, documentation, approvals, or corrections through institutional procedures.

evidence final name · Control Before Now

Bands

Minimal Administrative Burden

Expressions activating this band show little to no clear involvement with formal procedures or institutional requirements, or mention them only incidentally without describing procedural strain. The content is diffuse, everyday, or unrelated to navigating services, records, or applications.

Mild Administrative Burden

Expressions activating this band describe practical concerns tied to services, benefits, insurance, transportation, or support arrangements, with emerging awareness that institutional processes affect access and daily functioning. The burden appears as manageable but noticeable friction around obtaining needed help or resources.

Moderate Administrative Burden

Expressions activating this band center on active engagement with formal assistance systems, including applications, case coordination, medical or disability documentation, and legal or service-related matters. The burden is experienced as ongoing procedural work that requires follow-up, specification, and navigation of official requirements.

High Administrative Burden

Expressions activating this band emphasize direct difficulty completing forms, choosing or working through designated coordinators, and requesting needed records or documents. The burden is experienced as personally taxing procedural complexity that interferes with independent progress through required steps.

Severe Administrative Burden

Expressions activating this band involve consequential institutional problems such as denials, identity-related record issues, inaccuracies, security concerns, and repeated filing or modification requests. The burden is experienced as entrenched procedural obstruction with high-stakes consequences for benefits, finances, or access to services.

Evidence summary

Candidate names

Control Before Now42.30
Decision Control Before42.30
Longstanding Illness Disability38.50
Before Now36.70
Control Before36.70

Sentence counts by range

B-7..B-359,228
B-2..B43,865,907
B5..B6476,242
B7..B13568,898
B14..B2711,568

Dataset representation

01__health_reviews__druglib__benefits_effectiveness79
03__fact_checking__liar__truth_ordinal139
05__whole_disney_dataset__rating152
06__text_reviews__acl_imdb__binary_sentiment131
07__emotion_labels__goemotions_reddit__multilabel134
08__dialogue_emotion__empathetic_dialogues__context100
10__social_media_sentiment__sentiment140__binary151
11__consumer_complaints__response_explanation_vs_relief509

Anchor definitions

Minimal Control Before Now

Minimal Control Before Now: Control before now is present at a low level. Expressions activating this band reflect early or diffuse control before now.

Emerging Control Before Now

Emerging Control Before Now: Control before now is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where control before now 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 direct functional disruption from control before now.

Elevated Control Before Now

Elevated Control Before Now: Control before now is clearly present at this level. Unlike the band below, where control before now 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 reflect control before now at this level of intensity.

Severe Control Before Now

Severe Control Before Now: Control before now is present here in a general or mixed form without a single dominant facet. Unlike the band below, where control before now 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 may reflect general or diffuse control before now.