Gregory R. Hancock

Do I Even Need a Multilevel Model? Negligible Effect Significance Testing for Intraclass Correlation Coefficients

In applied research, the decision to utilize multilevel modeling (MLM) is commonly guided by comparing a point estimate of the unconditional intraclass correlation coefficient (ICC) against some recommended threshold (e.g., 0.05). This naïve approach, however, fails to account fo...