“…Scores from these assessments measure literacy on a continuum, ranging from complete inability to read and write to high levels of proficiency (Fanta-Vagenshtein, 2008;Murray, 1995). These assessments vary in length from about two to three minutes (REALM) to up to 22 min (TOFHLA), test for general or health-specific word recognition and pronunciation, ask respondents to complete simple tasks such as reading prescription labels, and have to be administered by trained interviewers (Davis et al, 1991(Davis et al, , 1993Hanson-Divers, 1997;Parker et al, 1995;Lee, 1999;Manly et al, 2004;Johnson et al, 2006;DeWalt et al, 2004), making them largely infeasible for most survey research settings such as those conducted by telephone, mail or web. Although the content of the literacy assessments vary, they are highly correlated (above r = 0.70) (Davis et al, 1993;Baldi et al, 2009).…”