PsyProxy
Health Lens dimensions

Career Transition Strain

Dimension 69 of 1,100 · Health Lens

Excitement Index
0.0812

Career Transition Strain measures the degree to which expressions center on uncertainty, disruption, and consequential decision-making around career direction, career change, and age-related timing of work life choices. It encompasses career-focused planning, perceived opportunity or limitation, and the sense of risk or crisis attached to changing or restarting one's vocational path.

evidence final name · Career Risk

Bands

Minimal Career Transition Strain

Expressions activating this band show little or no career-change tension and instead emphasize general energy, diligence, planning, problem solving, or broad life significance without a clear vocational transition focus.

Low Career Transition Strain

Expressions activating this band reflect emerging concern with life planning, shifting goals, age, and taking on new responsibilities, with career change present as a possibility rather than a pressing disruption.

Moderate Career Transition Strain

Expressions activating this band center on active career choice, weighing enjoyment against security, evaluating career progress or potential, and considering moves that could reshape work and personal life.

High Career Transition Strain

Expressions activating this band present career direction as a salient midlife management issue marked by opportunity, dispute, and concern about making the best vocational choice at this stage of life.

Severe Career Transition Strain

Expressions activating this band portray career change as a high-stakes turning point, with restarting, changing careers, retirement timing, and age-linked risk framed as a crisis or major life challenge.

Evidence summary

Candidate names

Career Risk1.00
Midland0.50
Aged0.50

Sentence counts by range

B-6..B0490,195
B1..B64,425,475
B7..B1365,782
B14..B15271
B16..B30120

Dataset representation

01__health_reviews__druglib__benefits_effectiveness46
03__fact_checking__liar__truth_ordinal46
05__whole_disney_dataset__rating75
06__text_reviews__acl_imdb__binary_sentiment68
07__emotion_labels__goemotions_reddit__multilabel66
08__dialogue_emotion__empathetic_dialogues__context76
10__social_media_sentiment__sentiment140__binary81
11__consumer_complaints__response_explanation_vs_relief70

Anchor definitions

Minimal Career Risk

Minimal Career Risk: Content characterized by picture, room, din, and related themes. Expressions activating this band reflect career risk at this level.

Emerging Career Risk

Emerging Career Risk: Content characterized by career, old, benefit, and related themes. Expressions activating this band reflect career risk at this level.

Elevated Career Risk

Elevated Career Risk: Content characterized by career, start, young, and related themes. Expressions activating this band reflect career risk at this level.

Severe Career Risk

Severe Career Risk: Content characterized by middle, midland, aged, and related themes. Expressions activating this band reflect career risk at this level.