“…This makes it possible to examine how various forms of financial aid interact with student background characteristics and types of institutions to influence student persistence. The weaknesses of these databases include the following limitations: Braunstein et al, 2000Li and Killian, 1999Bresciani and Carson, 2002Lichtenstein, 2000Cabrera et al, 1992Singell, 2004DesJardins, 2001Singell and Stater, 2006DesJardins et al, 2002Somers, 1995Herzog, 2005Lam, 1999Stinebrickner and Stinebrickner, 2003 (1) they may lack sufficient sample sizes to examine the effects of specific state financial aid programs, (2) they do not allow for the examination of the effects of institutional aid programs at a specific college or university, and (3) large national databases typically lack sufficient measures of the effects of college experience variables (such as academic and social integration) that have been found to be strong predictors of persistence. The first National Postsecondary Student Aid Study (NPSAS:87) includes GPA, hours of required instruction per week and remedial course-taking (NPSAS, 1987).…”