Work Strain
Dimension 939 of 1,100 · Health Lens
Work Strain measures the degree to which expressions convey occupational burden, difficulty disengaging from work, frustration with work demands, and emotional exhaustion tied to role responsibilities. It encompasses both cognitive preoccupation with work and the sense of being overwhelmed, trapped, or depleted by ongoing job-related pressures.
evidence final name · Professional Quality
Low Work Strain
Expressions activating this band describe work as manageable, acceptable, or supported, with only limited spillover of job concerns into personal time. They may mention routine work thoughts or isolated dissatisfaction without a sustained sense of overload or depletion.
Moderate Work Strain
Expressions activating this band describe work as emotionally taxing and difficult to separate from personal life, often with frustration, entrapment, or anticipatory exhaustion. The strain is salient but still mixed with commitment, meaning, or positive regard for the role.
High Work Strain
Expressions activating this band describe work as persistently overwhelming, frustrating, and draining, with endless demands, difficult interactions, and impaired mental functioning during work. The experience centers on sustained overload and emotional fatigue in carrying out role responsibilities.
Severe Work Strain
Expressions activating this band describe work as acutely burdensome and coercive, with intense pressure, hard demands, and a sense that extra effort is required to manage serious responsibilities or consequences. The experience is one of extreme occupational burden marked by severe overwhelm and high-stakes stress.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Professional Quality: Professional quality is present at a low level. Expressions activating this band reflect early or diffuse professional quality.
Moderate Professional Quality: Professional quality is clearly present at this level. Compared to the band below, professional quality is more intense and concentrated but retains the same essential character. Expressions activating this band reflect professional quality at this level of intensity.
Intense Professional Quality: Professional quality is clearly present at this level. Compared to the band below, professional quality is more intense and concentrated but retains the same essential character. Expressions activating this band reflect professional quality at this level of intensity.
Peak Professional Quality: Professional quality is clearly present at this level. Compared to the band below, professional quality is more intense and concentrated but retains the same essential character. Expressions activating this band reflect professional quality at this level of intensity.