Data from large-scale international studies reflects the nested structure of education systems and is, therefore, very well suited for hierarchical linear modeling (HLM). However, because this data comes from complex cluster samples, there are methodological aspects that a researcher needs to understand when doing HLM, e.g., the need for using ...