Health Lens dimensions

Occupational Fit

Dimension 294 of 1,100 · Health Lens

Excitement Index
0.0646

Occupational Fit measures the perceived match between a person's qualifications, skills, effort, and work role, including whether their position, rewards, and advancement appropriately reflect what they bring to the job. It encompasses feelings of being suited to one's role, fairly recognized, and placed at an appropriate level of work.

evidence final name · Strongly Agree Stress

Bands

Minimal Occupational Fit

Expressions activating this band describe little or only incidental attention to whether work matches a person's abilities, role, or circumstances. The match between qualifications and occupational placement is absent, vague, or only weakly implied.

Low Occupational Fit

Expressions activating this band describe a weak or strained match between the person and their work situation, often through feeling undervalued, ignored, inadequately rewarded, or at risk of not being accepted into a role. The emphasis is on early signs that work conditions do not fully reflect the person's contribution or standing.

Moderate Occupational Fit

Expressions activating this band describe active evaluation of whether one's training, qualifications, effort, and career prospects align with the work being done. The experience centers on comparing skills and achievements with job demands, promotion opportunities, and alternative positions.

High Occupational Fit

Expressions activating this band describe a clear sense of suitability for a role, field, or position, with attention to background, qualifications, and personal fit. The experience is one of judging whether a person belongs in a particular work setting and is appropriately matched to it.

Strong Occupational Fit

Expressions activating this band describe a pronounced sense that one's position accurately reflects one's education, training, and qualifications. The experience centers on being appropriately placed in work that matches one's level of preparation and capability.

Evidence summary

Candidate names

Stress106.10
Effort-reward Imbalance105.90
Effort-reward89.90
Imbalance89.90
Agree89.40

Sentence counts by range

B-8..B-2818,734
B-1..B54,136,152
B6..B925,450
B10..B161,494
B17..B3013

Dataset representation

01__health_reviews__druglib__benefits_effectiveness66
03__fact_checking__liar__truth_ordinal113
05__whole_disney_dataset__rating102
06__text_reviews__acl_imdb__binary_sentiment144
07__emotion_labels__goemotions_reddit__multilabel129
08__dialogue_emotion__empathetic_dialogues__context156
10__social_media_sentiment__sentiment140__binary137
11__consumer_complaints__response_explanation_vs_relief192

Anchor definitions

Minimal Strongly Agree Stress

Minimal Strongly Agree Stress: Strongly agree stress is present at a low level. Expressions activating this band reflect early or diffuse strongly agree stress.

Emerging Strongly Agree Stress

Emerging Strongly Agree Stress: Strongly agree stress is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where strongly agree stress 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 engage with strongly agree stress at a level associated with formal behavioral assessment.

Elevated Strongly Agree Stress

Elevated Strongly Agree Stress: Strongly agree stress is clearly present at this level. Unlike the band below, where strongly agree stress was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect strongly agree stress at this level of intensity.

Severe Strongly Agree Stress

Severe Strongly Agree Stress: Strongly agree stress is clearly present at this level. Compared to the band below, strongly agree stress is more intense and concentrated but retains the same essential character. Expressions activating this band reflect strongly agree stress at this level of intensity.