Health Lens dimensions

Employment Status

Dimension 737 of 1,100 · Health Lens

Excitement Index
0.0527

Employment Status measures whether an expression indicates participation in paid work and the immediacy of obtaining, keeping, or seeking a job. It encompasses current employment, unemployment, job seeking, and the salience of paid work as a present life condition.

evidence final name · Paid Jobs

Bands

Absent Employment Status

Expressions activating this band do not reliably indicate paid work status and instead focus on unrelated satisfaction, background, relationship, or general contextual content. Employment is absent or too weakly specified to determine a clear work-status state.

Background Employment Status

Expressions activating this band mention work, training, or job quality as background life circumstances, such as occupational fit, earnings opportunity, volunteer activity, or general job satisfaction. Paid work is present as a contextual topic rather than as an immediate question of being employed or jobless.

Constrained Employment Status

Expressions activating this band indicate unstable or limited connection to paid work, including prolonged unemployment, difficulty finding work, uncertainty about employability, or discouragement about job prospects. Employment is experienced as constrained access to steady work.

Salient Employment Status

Expressions activating this band center directly on current work standing and its practical importance, such as receiving pay, being self-employed, wanting a job, expecting future work, or evaluating the possibility of finding another job. Employment is framed as an active and consequential personal condition.

Acute Employment Status

Expressions activating this band focus explicitly on whether a person currently has paid work or is actively trying to obtain it, with direct references to being employed, jobless, applying, interviewing, hiring, or searching. Employment status is immediate, concrete, and central in the expression.

Evidence summary

Candidate names

Paid Jobs1.00
Hiring0.50
Looking0.50

Sentence counts by range

B-6..B-354,625
B-2..B44,916,321
B5..B109,449
B11..B141,043
B15..B28405

Dataset representation

01__health_reviews__druglib__benefits_effectiveness55
03__fact_checking__liar__truth_ordinal141
05__whole_disney_dataset__rating74
06__text_reviews__acl_imdb__binary_sentiment117
07__emotion_labels__goemotions_reddit__multilabel118
08__dialogue_emotion__empathetic_dialogues__context221
10__social_media_sentiment__sentiment140__binary210
11__consumer_complaints__response_explanation_vs_relief230

Anchor definitions

Minimal Paid Jobs

Minimal Paid Jobs: Content characterized by ghz, ram, recommended, and related themes. Expressions activating this band reflect paid jobs at this level.

Emerging Paid Jobs

Emerging Paid Jobs: Content characterized by pay, their, filling, and related themes. Expressions activating this band reflect paid jobs at this level.

Elevated Paid Jobs

Elevated Paid Jobs: Content characterized by jobs, unemployment, college, and related themes. Expressions activating this band reflect paid jobs at this level.

Severe Paid Jobs

Severe Paid Jobs: Content characterized by applying, out, paid, and related themes. Expressions activating this band reflect paid jobs at this level.