Description

This Master Prompt would focus on translating a research problem and theoretical foundation into a testable AMOS structural equation model. It would guide researchers in identifying latent and observed variables, defining exogenous and endogenous constructs, establishing theoretically defensible causal paths, developing hypotheses, determining direct and indirect relationships, and converting the conceptual framework into an AMOS path diagram.

A major emphasis would be placed on theory-driven model specification rather than data-driven relationship creation. Researchers would map constructs to indicators, distinguish independent, dependent, mediating and moderating variables, establish directional relationships, specify covariance relationships where theoretically justified, and develop a traceable relationship between theory, hypotheses and the AMOS model. The reviewed studies repeatedly demonstrate this pattern by extending established frameworks such as TPB, TAM, UTAUT, SOR and other theories before empirically validating their proposed relationships through AMOS.