Conceptual model exploring conscientiousness latent difference score. Item loadings and intercepts were set to be equal across time points. Socio-demographic covariates (age, age squared, sex, race, education, income and wealth) and alcohol variables were entered as predictors of C1 and ΔC in the conditional latent difference score model.