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E. Uhlmann, A. Greenwald, Andrew Poehlmann, M. Banaji (2009)
Understanding and using the Implicit Association Test: III. Meta-analysis of predictive validity.Journal of personality and social psychology, 97 1
B. Nosek (2007)
Implicit–Explicit RelationsCurrent Directions in Psychological Science, 16
Robert Rydell, Allen Mcconnell (2006)
Understanding implicit and explicit attitude change: a systems of reasoning analysis.Journal of personality and social psychology, 91 6
J. Jacobs, Stephanie Lanza, D. Osgood, J. Eccles, Allan Wigfield (2002)
Changes in children's self-competence and values: gender and domain differences across grades one through twelve.Child development, 73 2
S. Ingels (1992)
National Education Longitudinal Study of 1988. First Follow-Up: School Component Data File User's Manual.
J. Suls, A. Greenwald (1982)
Psychological perspectives on the self
A. Baron, M. Banaji (2006)
The Development of Implicit AttitudesPsychological Science, 17
A. Greenwald, M. Banaji (1995)
Implicit social cognition: attitudes, self-esteem, and stereotypes.Psychological review, 102 1
J. Eccles (1983)
Expectancies, values and academic behaviors
Jonathan Cole (1981)
Women in Science.American Scientist, 69
R. Abelson, E. Aronson, W. Mcguire, T. Newcomb, M. Rosenberg, P. Tannenbaum (1968)
Theories of cognitive consistency: a sourcebook.
Jane Stout, N. Dasgupta, Matthew Hunsinger, Melissa Mcmanus (2011)
STEMing the tide: using ingroup experts to inoculate women's self-concept in science, technology, engineering, and mathematics (STEM).Journal of personality and social psychology, 100 2
Virginia Valian (1998)
Why so slow? : the advancement of womenContemporary Sociology, 28
A. Elliot, C. Dweck (2013)
Handbook of Competence and Motivation
Bertram Gawronski, B. Payne (2010)
Handbook of implicit social cognition : measurement, theory,and applications
Caroline Perry (2012)
Science, Technology, Engineering and Mathematics (STEM)
S. Ingels (1992)
National Education Longitudinal Study of 1988. First Follow-Up: Student Component Data File User's Manual. Volume I.
F. Heider (1958)
The psychology of interpersonal relations
Bertram Gawronski, Roland Deutsch, Sawsan Mbirkou, Beate Seibt, F. Strack (2008)
When “Just Say No” is not enough: Affirmation versus negation training and the reduction of automatic stereotype activation☆Journal of Experimental Social Psychology, 44
Brian Nosek, M. Banaji, A. Greenwald (2002)
Math Male , Me Female , Therefore Math Me
Brian Nosek, Frederick Smyth, J. Hansen, T. Devos, Nicole Lindner, Kate Ranganath, C. Smith, K. Olson, D. Chugh (2007)
Pervasiveness and correlates of implicit attitudes and stereotypesEuropean Review of Social Psychology, 18
Sue Maple, F. Stage (1991)
Influences on the Choice of Math/Science Major by Gender and Ethnicity, 28
(1985)
Attribution theory and achievement in mathematics
Brian Nosek, Frederick Smyth, N. Sriram, Nicole Lindner, T. Devos, Alfonso Ayala, Yoav Bar-Anan, R. Bergh, Huajian Cai, K. Gonsalkorale, Selin Kesebir, N. Maliszewski, F. Neto, Eero Olli, Jaihyun Park, Konrad Schnabel, Kimihiro Shiomura, Bogdan Tulbure, R. Wiers, Mónika Somogyi, N. Akrami, B. Ekehammar, M. Vianello, M. Banaji, A. Greenwald (2009)
National differences in gender–science stereotypes predict national sex differences in science and math achievementProceedings of the National Academy of Sciences, 106
Jessi Smith, Paul White (2001)
Development of the Domain Identification Measure: A Tool for Investigating Stereotype Threat EffectsEducational and Psychological Measurement, 61
Brian Nosek, A. Greenwald, M. Banaji (2007)
The Implicit Association Test at Age 7: A Methodological and Conceptual Review
H. Marsh (1992)
Content Specificity of Relations between Academic Achievement and Academic Self-Concept.Journal of Educational Psychology, 84
R. Fazio, D. Sanbonmatsu, M. Powell, Frank Kardes (1986)
On the automatic activation of attitudes.Journal of personality and social psychology, 50 2
L. Aiken, R. Dreger (1961)
The effect of attitudes on performance in mathematics.Journal of Educational Psychology, 52
Dario Cvencek, A. Meltzoff, A. Greenwald (2011)
Math-gender stereotypes in elementary school children.Child development, 82 3
J. Eccles, Allan Wigfield, R. Harold, P. Blumenfeld (1993)
Age and gender differences in children's self- and task perceptions during elementary school.Child development, 64 3
J. Meece, Allan Wigfield, J. Eccles (1990)
Predictors of math anxiety and its influence on young adolescents' course enrollment intentions and performance in mathematicsJournal of Educational Psychology, 82
Frederick Smyth (1995)
Standardized Testing in College Admission: How the ACT and the SAT Are Used and Compared.Journal of College Admission
Brian Nosek, Frederick Smyth (2007)
A multitrait-multimethod validation of the Implicit Association Test: implicit and explicit attitudes are related but distinct constructs.Experimental psychology, 54 1
Bertram Gawronski, G. Bodenhausen (2006)
Associative and propositional processes in evaluation: an integrative review of implicit and explicit attitude change.Psychological bulletin, 132 5
Frederick Smyth, J. Mcardle (2004)
Ethnic and Gender Differences in Science Graduation at Selective Colleges with Implications for Admission Policy and College ChoiceResearch in Higher Education, 45
Joshua Aronson, C. Steele (2005)
Stereotypes and the fragility of academic competence, motivation, and self-concept
A. Kiefer, Denise Sekaquaptewa (2007)
Implicit Stereotypes, Gender Identification, and Math-Related OutcomesPsychological Science, 18
Allan Wigfield, J. Eccles (2007)
Development of achievement motivation.
R. Tai (2006)
CAREER CHOICE: Enhanced: Planning Early for Careers in ScienceScience, 312
A. Greenwald, Brian Nosek, M. Banaji (2003)
Understanding and using the implicit association test: I. An improved scoring algorithm.Journal of personality and social psychology, 85 2
Irene Blair, Jennifer Ma, Alison Lenton (2001)
Imagining stereotypes away: the moderation of implicit stereotypes through mental imagery.Journal of personality and social psychology, 81 5
M. Cabbolet, D. Edmonds, N. Warburton, Kelsey Medeiros, M. Mumford, S. Connelly (2007)
Beyond Bias and Barriers : Fulfilling the Potential of Women in Academic Science and EngineeringScience and Engineering Ethics, 20
Patrick Gonzales, J. Guzman, Lisette Partelow, E. Pahlke, L. Jocelyn, David Kastberg, T. Williams (2004)
Highlights from the Trends in International Mathematics and Science Study (TIMSS), 2003. NCES 2005-005.
W. Veen, B. Jong (2004)
Age and gender
G. Leder (1986)
Mathematics: Stereotyped as a Male Domain?Psychological Reports, 59
A. Agogino (2007)
Beyond Bias and Barriers: Fulfilling the Potential of Women in Academic Science and EngineeringBulletin of the American Physical Society
A. Greenwald, D. McGhee, Jordan Schwartz (1998)
Measuring individual differences in implicit cognition: the implicit association test.Journal of personality and social psychology, 74 6
C. Ethington (1991)
A Test of a Model of Achievement Behaviors, 28
C. Steele (1997)
A threat in the air. How stereotypes shape intellectual identity and performance.The American psychologist, 52 6
R. Lewis, Aiken (1963)
Personality Correlates of Attitude toward MathematicsJournal of Educational Research, 56
Brian Nosek, C. Hawkins, Rebecca Frazier (2011)
Implicit social cognition: from measures to mechanismsTrends in Cognitive Sciences, 15
S. Beyer (1999)
The Accuracy of Academic Gender StereotypesSex Roles, 40
Leonard Ramist, Charles Lewis, Laura McCamley-Jenkins (1994)
Student Group Differences in Predicting College Grades: Sex, Language, and Ethnic GroupsETS Research Report Series, 1994
C. Osgood, P. Tannenbaum (1955)
The principle of congruity in the prediction of attitude change.Psychological review, 62 1
Brian Nosek, M. Banaji, A. Greenwald (2002)
Math = male, me = female, therefore math ≠ me.Journal of Personality and Social Psychology, 83
M. Linn, J. Hyde (1989)
Gender, Mathematics, and ScienceEducational Researcher, 18
J. Cole, Robert Gonyea (2010)
Accuracy of Self-reported SAT and ACT Test Scores: Implications for ResearchResearch in Higher Education, 51
H. Marsh, A. Yeung (1998)
Longitudinal Structural Equation Models of Academic Self-Concept and Achievement: Gender Differences in the Development of Math and English ConstructsAmerican Educational Research Journal, 35
J. Reinisch, L. Rosenblum, S. Sanders (1987)
Masculinity/femininity : basic perspectives
J. Jacobs (1991)
Influence of gender stereotypes on parent and child mathematics attitudesJournal of Educational Psychology, 83
R. Wyer, T. Srull (1993)
Handbook of Social Cognition
C. Benbow (1992)
Academic achievement in mathematics and science of students between ages 13 and 23: Are there differences among students in the top one percent of mathematical ability?Journal of Educational Psychology, 84
A. Gregg, Beate Seibt, M. Banaji (2006)
Easier done than undone: asymmetry in the malleability of implicit preferences.Journal of personality and social psychology, 90 1
B. Teachman, S. Woody (2003)
Automatic processing in spider phobia: implicit fear associations over the course of treatment.Journal of abnormal psychology, 112 1
Kate Ranganath, Brian Nosek (2008)
Implicit Attitude Generalization Occurs Immediately; Explicit Attitude Generalization Takes TimePsychological Science, 19
Allan Wigfield, A. Wagner (2005)
Competence, motivation, and identity development during adolescence
(2001)
2001 College bound seniors: A profile of SAT program test takers
Jason Mitchell, Brian Nosek, M. Banaji (2003)
Contextual variations in implicit evaluation.Journal of experimental psychology. General, 132 3
Yoav Bar-Anan, B. Nosek, M. Vianello (2009)
The sorting paired features task: a measure of association strengths.Experimental psychology, 56 5
Brian Nosek, N. Sriram (2007)
Faulty assumptions: A comment on Blanton, Jaccard, Gonzales, and Christie (2006).Journal of experimental social psychology, 43 3
N. Betz, G. Hackett (1983)
The relationship of mathematics self-efficacy expectations to the selection of science-based college majorsJournal of Vocational Behavior, 23
Allan Wigfield, J. Meece (1988)
Math anxiety in elementary and secondary school students.Journal of Educational Psychology, 80
Brian Nosek, M. Banaji (2001)
THE GO/NO-GO ASSOCIATION TASKSocial Cognition, 19
B. Payne, C. Cheng, O. Govorun, B. Stewart, Keith We, R. Petty, L. Jacoby, Elizabeth Marsh (2005)
An inkblot for attitudes: affect misattribution as implicit measurement.Journal of personality and social psychology, 89 3
J. Hyde, E. Fennema, M. Ryan, L. Frost, C. Hopp (1990)
Gender Comparisons of Mathematics Attitudes and Affect: A Meta-AnalysisPsychology of Women Quarterly, 14
R. Nisbett, T. Wilson (1977)
Telling more than we can know: Verbal reports on mental processes.Psychological Review, 84
J. Bargh (2013)
Social Psychology and the Unconscious: The Automaticity of Higher Mental Processes
(1987)
Gender roles and achievement patterns: An expectancy value perspective
S. Chipman, D. Krantz, R. Silver (1992)
Mathematics Anxiety and Science Careers among Able College WomenPsychological Science, 3
L. Festinger (1957)
A Theory of Cognitive Dissonance
(1994)
The Four Horsemen of automaticity: Awareness, efficiency, intention, and control in social cognition
T. Wilson (2002)
Strangers to Ourselves: Discovering the Adaptive Unconscious
H. Marsh (1993)
Academic self-concept: Theory, measurement, and research.
Kusum Singh, Monique Granville, S. Dika (2002)
Mathematics and Science Achievement: Effects of Motivation, Interest, and Academic EngagementThe Journal of Educational Research, 95
Linda Bergh, E. Denessen, L. Hornstra, M. Voeten, R. Holland (2010)
The Implicit Prejudiced Attitudes of TeachersAmerican Educational Research Journal, 47
A. Kiefer, Denise Sekaquaptewa (2007)
Implicit stereotypes and women's math performance : How implicit gender-math stereotypes influence women's susceptibility to stereotype threatJournal of Experimental Social Psychology, 43
G. Hackett, N. Betz (1981)
A self-efficacy approach to the career development of womenJournal of Vocational Behavior, 18
J. Houwer, Sarah Teige-Mocigemba, Adriaan Spruyt, A. Moors (2009)
Implicit measures: A normative analysis and review.Psychological bulletin, 135 3
F. Strack, Roland Deutsch (2004)
Reflective and Impulsive Determinants of Social BehaviorPersonality and Social Psychology Review, 8
A. Eagly, V. Steffen (1984)
Gender stereotypes stem from the distribution of women and men into social rolesJournal of Personality and Social Psychology, 46
Allan Wigfield, J. Eccles (2002)
The Development of Competence Beliefs, Expectancies for Success, and Achievement Values from Childhood through Adolescence
J. Eccles (1984)
Sex differences in achievement patterns.Nebraska Symposium on Motivation. Nebraska Symposium on Motivation, 32
R. Suinn, R. Edwards (1982)
The measurement of mathematics anxiety: the Mathematics Anxiety Rating Scale for Adolescents--MARS-A.Journal of clinical psychology, 38 3
A. Greenwald, M. Banaji, Laurie Rudman, S. Farnham, Brian Nosek, Deborah Mellott (2002)
A unified theory of implicit attitudes, stereotypes, self-esteem, and self-concept.Psychological review, 109 1
Gender stereotypes about math and science do not need to be endorsed, or even available to conscious introspection, to contribute to the sex gap in engagement and achievement in science, technology, engineering, and mathematics (STEM). The authors examined implicit math attitudes and stereotypes among a heterogeneous sample of 5,139 participants. Women showed stronger implicit negativity toward math than men did and equally strong implicit gender stereotypes. For women, stronger implicit math=male stereotypes predicted greater negativity toward math, less participation, weaker self-ascribed ability, and worse math achievement; for men, those relations were weakly in the opposite direction. Implicit stereotypes had greater predictive validity than explicit stereotypes. Female STEM majors, especially those with a graduate degree, held weaker implicit math=male stereotypes and more positive implicit math attitudes than other women. Implicit measures will be a valuable tool for education research and help account for unexplained variation in the STEM sex gap.
American Educational Research Journal – SAGE
Published: Oct 1, 2011
Keywords: implicit social cognition,math stereotypes,math attitudes,sex differences,Implicit Association Test
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