Identifying intermediate variables involves a combination of theoretical knowledge and empirical data. Researchers often rely on existing literature, biological plausibility, and statistical methods like mediation analysis to identify these variables. Hypothesized intermediates should be measured and tested to confirm their role in the causal pathway.