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008 240108b ||||| |||| 00| 0 eng d
022 _a0022-0973
100 _aGladstone, Jessica R.
245 _aYou Can't Compare If You Don't Prepare
_b: Differential Item Functioning In Measures of Grit, STEM Self-Regulation, and Motivation (Journal Article)
260 _aUSA
_:: Taylor and Francis Group
_c, September 2023
300 _a557-575p.
440 _aThe Journal of Experimental Education
_v, Volume 91: Number 3, 2023
505 _a***______{For Hard Copy, Please visit Library.}________***
520 _aAbstract: Researchers developing questionnaire measures of personality, motivation, and self-regulation constructs related to students’ achievement and persistence in STEM or other fields rarely have examined whether the items on the measures used are functioning differently across groups, which is necessary for accurate group comparison. The present study assessed differential item functioning (DIF) in two frequently-used measures of such constructs, the Grit-S, the Motivated Strategies for Learning Questionnaire (MSLQ), and a new measure of long-term grit, using a sample of 1,146 ninth and tenth-grade students in the U.S.A. We also assessed gender and racial differences in the patterns of the relationships among the latent constructs, something rarely reported in the literature. Differences in such patterns indicate that the concurrent validity of the construct scores could vary across different groups. Results indicated that numerous items exhibited gender DIF on the Grit-S but not on the MSLQ or long-term grit measure. There were fewer DIF items across racial groups. Patterns of relations among the variables, in general, were weaker for females than males. There were fewer racial groups differences in the patterns of correlations. We discuss the implications of the DIF findings for future research on group comparisons.
650 _aSmall area estimation| generalizability| robust statistics| subclassification| influence function| evaluation
700 _aMorell, Monica | Yang, Ji Seung | Ponnock, Annette | Faust, Lara Turci | Wigfield, Allan
856 _uhttps://doi.org/10.1080/00220973.2022.2062584
942 _cPER
999 _c45042
_d45041