Job autonomy, intrinsic motivation and job satisfaction are typically treated as conceptually distinct constructs linked through causal or mediational relationships, yet survey-based studies consistently report strong empirical proximity among them even when they meet or approach conventional discriminant-validity standards. This conceptual paper asks what such structural relationships represent when conceptually distinct constructs are strongly intercorrelated in self-report models.
The paper develops an interpretive representation perspective treating self-reported motivation constructs as cognitively co-organized articulations of work experience. Survey data from 349 working adults serve an illustrative function, with each respondent providing ratings under two framings of their work experience (on-site and work-from-home) and partial least squares structural equation modeling examining within-person reweighting of structural configurations.
Autonomy, intrinsic motivation, and job satisfaction are generally psychometrically distinguishable yet structurally intertwined, with the closest construct pairings approaching conventional discriminant-validity thresholds. Differences across the two framings appear as selective reweighting of structural associations rather than uniform moderation or stable causal ordering, a pattern consistent with the interpretive representation account.
The paper offers a conceptual reinterpretation of a long-standing empirical regularity in organizational behavior research: strong covariance among motivation-related self-report measures is reframed as an expression of cognitive organization rather than evidence of causal sequencing. The argument complements established motivational theories and provides a more defensible basis for interpreting cross-sectional self-report SEM results, with implications for research practice and the use of employee survey data.
