Content analysis, exploratory factor analyses, item analyses, correlations between subscales, correlations between attitude scale scores and the number of science-related subjects studied, and student interviews are among the tests and procedures used by researchers to explain the reliability and validity of their instruments (Francis& Greer, 1999, Pell& Jarvis, 2001: Siegel& Ranney, 2003).