As reported in Overview of UCUES Response Rates and Bias Issues, differences in response rates between demographic groups were small; thus weighting is neither required nor recommended. Table 6 of this report shows differences between participants in terms of campus attended, GPA, gender, matriculation status, class level and race/ethnicity.
A Common Factor Solution for UCUES 2006 Upper-Division Core Items