Introduction Specification error refers to a critical issue in survey research where the chosen model or framework used to analyze data does not accurately capture the underlying relationships or characteristics of the phenomenon being studied. It occurs when the specification of the model deviates from the true data-generating process, which causes bias or unreliable results. …