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Applied research indicates strong connections between dimensions of the work place, stress and job satisfaction. Yet, there is an absence of theory to provide conceptual understanding of these relationships. In 1999, Sparks and Cooper advocated using job‐specific models of stress as a way of developing a better understanding of the relationships. The current study adopted this recommendation and investigated a specific job context, specifically, naval officer trainees undergoing their sea training. The results indicate that a general model of stress is unhelpful in identifying the predictors of stress and job satisfaction in specific job contexts. Instead, the authors recommend identifying salient workplace dimensions rather than a broad‐brush approach when seeking workplace associations with stress.

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