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Gender Differences in Implicit Attitudes toward Mathematics and Science. Brian A. Nosek Mahzarin R. Banaji Yale University Anthony G. Greenwald University of Washington. Gender differences in participation in mathematics.
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Gender Differences in Implicit Attitudes toward Mathematics and Science Brian A. Nosek Mahzarin R. Banaji Yale University Anthony G. Greenwald University of Washington
Gender differences in participation in mathematics • As level of education increases female participation in math and science declines
Gender differences in performance H y d e e t a l . , 1 9 9 0 -.06 e l e m e n t a r y s c h o o l . 2 9 h i g h s c h o o l . 3 2 c o l l e g e . 4 1 g i f t e d c h i l d r e n . 4 0 S A T m a t h F e i n g o l d , 1 9 8 8 Males account for as much as 96% of perfect or near perfect SAT math scores
intentional controlled direct measurement self-report subject to presentational biases unintentional automatic indirect measurement no self-report needed not subject to presentational biases Explicit vs. Implicit Explicit Attitudes Implicit Attitudes
Relative Attitude Index = (Math/unpleasant) - (Math/pleasant) RAI = (math+unpleasant) - (math+pleasant) = 750ms - 850ms = -100ms
Do females hold more negative attitudes toward mathematics than males at an implicit level? Attitudes Toward Mathematics d = 1.03
Do females hold more negative attitudes toward science than males at an implicit level? Attitudes Toward Science d = .94
Relationship between implicit and explicit attitudes • Correlation between implicit and explicit attitudes toward mathematics: .530***
Comparing Implicit and Explicit Attitudes by Gender and Major
Primary findings • Gender differences in attitudes toward math can be revealed measuring outside of conscious control • Implicit and explicit attitudes about math were related • Implicit and explicit measures were related to performance • Female science majors’ implicit and explicit attitudes toward math were dissociated