Longitudinal data analysis is a very broad, general term for the analysis of data that are collected on the same units across time. Longitudinal data are sometimes referred to as repeated measures data or panel data (Hsiao, 2003; Frees, 2004). A variety of statistical models exist for analyzing longitudinal data.