What is meant by underlying variables?

Underlying variables refer to factors or constructs that are not directly observed but influence observable phenomena or outcomes in research or analysis. They often represent latent traits, such as attitudes, motivations, or psychological states, which can be measured indirectly through related indicators. Understanding these variables is crucial for interpreting data accurately and developing effective models or theories.