Tag: variable influence

January 24, 2026 / Mohammed looti

FIRST-ORDER FACTOR

FIRST-ORDER FACTOR The concept of first-order factors is fundamental to multivariate statistical analysis, particularly within the framework of Factor Analysis (FA) and related structural equation modeling techniques. These factors represent underlying, unobservable (latent) variables that exert a direct causal influence on a set of observed, manifest variables. In the analysis of complex systems and large […]

December 3, 2025 / Mohammed looti

INTERVENING VARIABLE

Introduction The concept of the intervening variable is fundamental to understanding complex causal relationships across the social and behavioral sciences, including psychology, sociology, and economics. It refers to a theoretical construct that explains the causal link or mechanism between an independent variable (the presumed cause) and a dependent variable (the presumed effect). Unlike variables that […]