The DOI matches its Crossref record; 391 of the 396 references it cites were found in a registry or an index.
Motivational pathways to STEM career choices: Using expectancy–value perspective to understand individual and gender differences in STEM fields
Open accessAbstract
The United States has made a significant effort and investment in STEM education, yet the size and the composition of the STEM workforce continues to fail to meet demand. It is thus important to understand the barriers and factors that influence individual educational and career choices. In this article, we conduct a literature review of the current knowledge surrounding individual and gender differences in STEM educational and career choices, using expectancy-value theory as a guiding framework. The overarching goal of this paper is to provide both a well-defined theoretical framework and complementary empirical evidence for linking specific sociocultural, contextual, biological, and psychological factors to individual and gender differences in STEM interests and choices. Knowledge gained through this review will eventually guide future research and interventions designed to enhance individual motivation and capacity to pursue STEM careers, particularly for females who are interested in STEM but may be constrained by misinformation or stereotypes.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Prior research supports that primary students in these grades are particularly receptive to hands-on, project-based learning, which can significantly influence their self-beliefs in science, technology, and design (Wang & Degol, 2013).”
From Fostering students’ motivation and self-efficacy in science, technology, engineering, and design through design thinking and making in project-based learning: a gender-perspective study in primary education (2025) · cites this paper as Wang & Degol, 2013
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Intrinsic Motivation and Self-Determination in Human Behavior
Deci, E. L., & Ryan, R. M. (1985) · doi:10.1007/978-1-4899-2271-7 · Cited by 26,772
Emerging adulthood: A theory of development from the late teens through the twenties.
Arnett, J. J. (2000) · American Psychologist · doi:10.1037/0003-066x.55.5.469 · Cited by 16,843
Intrinsic Motivation and Self-Determination in Human Behavior
Miller, K. A. J., Deci, E. L., & Ryan, R. M. (1988) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2070638 · Cited by 15,406
A Handbook of Child Psychology
(1932) · Nature · doi:10.1038/130331a0 · Cited by 10,133
The emotional dog and its rational tail: A social intuitionist approach to moral judgment.
Haidt, J. (2001) · Psychological Review · doi:10.1037/0033-295x.108.4.814 · Cited by 8,048
Expectancy-value theory of achievement motivation
Wigfield, A., & Eccles, J. S. (2000) · Contemporary Educational Psychology · doi:10.1006/ceps.1999.1015 · Cited by 7,383
A threat in the air: How stereotypes shape intellectual identity and performance
Steele, C. M. (1997) · American Psychologist · doi:10.1037/0003-066x.52.6.613 · Cited by 6,770
Handbook of research on mathematics teaching and learning
(1992) · Choice Reviews Online · doi:10.5860/choice.30-2122 · Cited by 6,131
The feeling of what happens: body and emotion in the making of consciousness
(2000) · Choice Reviews Online · doi:10.5860/choice.37-6553 · Cited by 6,001
Making Vocational Choices: A Theory of Vocational Personalities and Work Environments
Holland, J. L. (1973) · Cited by 4,990
Handbook of educational psychology
(1997) · Choice Reviews Online · doi:10.5860/choice.34-3084 · Cited by 4,850
Handbook of Competence and Motivation
Elliot, A. J., & Dweck, C. S. (2013) · Cited by 4,671
Blackwell, L. S., Trzesniewski, K. H., & Dweck, C. S. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.00995.x · Cited by 3,784
Finding flow: the psychology of engagement with everyday life
(1997) · Choice Reviews Online · doi:10.5860/choice.35-1828 · Cited by 3,515
Mood and judgment: The affect infusion model (AIM).
Forgas, J. P. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.117.1.39 · Cited by 3,470
Sex Differences in Social Behavior
Eagly, A. H. (2013) · Psychology Press eBooks · doi:10.4324/9780203781906 · Cited by 3,440
Stereotype Threat and Women's Math Performance
Spencer, S. J., Steele, C. M., & Quinn, D. M. (1999) · Journal of Experimental Social Psychology · doi:10.1006/jesp.1998.1373 · Cited by 3,435
The Feeling of What Happens: Body and Emotion in the Making of Consciousness
Panksepp, J., & Modell, A. H. (2000) · Neuropsychoanalysis · doi:10.1080/15294145.2000.10773287 · Cited by 3,421
Hamre, B. K., & Pianta, R. C. (2001) · Child Development · doi:10.1111/1467-8624.00301 · Cited by 3,307
Sex Differences in Social Behavior: A Social-Role Interpretation.
Doherty, E. G., & Eagly, A. H. (1989) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2073813 · Cited by 3,281
Handbook of Educational Psychology
Berliner, D. C., & Calfee, R. C. (2013) · Routledge eBooks · doi:10.4324/9780203053874 · Cited by 3,212
How College Affects Students: Findings and Insights From Twenty Years of Research.
Weidman, J. C., Pascarella, E. T., & Terenzini, P. T. (1992) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2075453 · Cited by 3,072
Handbook of Research on Student Engagement
(2012) · doi:10.1007/978-1-4614-2018-7 · Cited by 3,050
Science and Engineering Indicators
Washington, E., & Warren, M. E. (2004) · Cited by 2,822
Learning to Think Mathematically: Problem Solving, Metacognition, and Sense Making in Mathematics
Schoenfeld, A. H. (2006) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-60752-874-620251019 · Cited by 2,792
Sense of relatedness as a factor in children's academic engagement and performance.
Furrer, C. J., & Skinner, E. A. (2003) · Journal of Educational Psychology · doi:10.1037/0022-0663.95.1.148 · Cited by 2,730
Eccles, J. S., Midgley, C., Wigfield, A., Buchanan, C. M., Reuman, D., Flanagan, C., & Mac Iver, D. (1993) · American Psychologist · doi:10.1037/0003-066x.48.2.90 · Cited by 2,616 · cited 3×
“Eccles and her colleagues suggest that teachers, peers, and parents are in a position to create opportunities for students to engage in a variety of STEM and non-STEM related activities through educational experiences, special programs, etc. (Eccles et al., 1993, 1997; Wang, 2012).”
BackgroundWomen, Minorities, and Persons with Disabilities in Science and Engineering: 2013
National Science Foundation (2013) · PsycEXTRA Dataset · doi:10.1037/e558442013-001 · Cited by 2,494
Social cognitive theory of gender development and differentiation.
Bussey, K., & Bandura, A. (1999) · Psychological Review · doi:10.1037/0033-295x.106.4.676 · Cited by 2,476
Roorda, D. L., Koomen, H. M. Y., Spilt, J. L., & Oort, F. J. (2011) · Review of Educational Research · doi:10.3102/0034654311421793 · Cited by 2,370
Social learning and personality development
Bandura, A., & Walters, R. H. (1963) · Medical Entomology and Zoology · Cited by 2,333
Contending with group image: The psychology of stereotype and social identity threat
Steele, C. M., Spencer, S. J., & Aronson, J. (2002) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(02)80009-0 · Cited by 2,201
Sex Differences in Cognitive Abilities
Halpern, D. F. (2000) · Psychology Press eBooks · doi:10.4324/9781410605290 · Cited by 1,989
Social, emotional, and personality development
Eisenberg, N., & Damon, W. (1998) · Wiley eBooks · Cited by 1,903
(1991) · Cited by 1,876
Through the labyrinth: the truth about how women become leaders
(2008) · Choice Reviews Online · doi:10.5860/choice.45-6881 · Cited by 1,846
Social relationships and motivation in middle school: The role of parents, teachers, and peers.
Wentzel, K. R. (1998) · Journal of Educational Psychology · doi:10.1037/0022-0663.90.2.202 · Cited by 1,828
The teacher-child relationship and children's early school adjustment
Birch, S. H., & Ladd, G. W. (1997) · Journal of School Psychology · doi:10.1016/s0022-4405(96)00029-5 · Cited by 1,825
Praise for intelligence can undermine children's motivation and performance.
Mueller, C. M., & Dweck, C. S. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.75.1.33 · Cited by 1,709 · cited 1×
“For example, children praised for intelligence are more concerned with performance goals than children praised for effort, who are more likely to stress learning or mastery goals (Mueller & Dweck, 1998).”
BackgroundMotivating the Academically Unmotivated: A Critical Issue for the 21st Century
Hidi, S., & Harackiewicz, J. M. (2000) · Review of Educational Research · doi:10.3102/00346543070002151 · Cited by 1,689
Science and Engineering Indicators
Bond, J. S., Humphrey, D. C., Paton, K. L., Hightower, A. M., Suter, L. E., Johnson, J. M., Pollak, M., Jankowski, J. E., Lehming, R., Rausch, L. M., et al. (1993) · Defense Technical Information Center (DTIC) · Cited by 1,631
Cross-national patterns of gender differences in mathematics: A meta-analysis.
Else-Quest, N. M., Hyde, J. S., & Linn, M. C. (2010) · Psychological Bulletin · doi:10.1037/a0018053 · Cited by 1,630
Schools as Developmental Contexts During Adolescence
Eccles, J. S., & Roeser, R. W. (2011) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2010.00725.x · Cited by 1,629 · cited 3×
“Thus, teachers and peers become crucial for understanding the development of children’s STEM motivational beliefs (Catsambis, 2005; Eccles & Roeser, 2011; Schnabel, Alfeld, Eccles, Köller, & Baumert, 2002).”
BackgroundMethodInfluential(2010) · Cited by 1,621
Classroom Belonging among Early Adolescent Students: Relationships to Motivation and Achievement
Goodenow, C. (1993) · The Journal of Early Adolescence · doi:10.1177/0272431693013001002 · Cited by 1,614
The Vicissitudes of Autonomy in Early Adolescence
Steinberg, L. D., & Silverberg, S. B. (1986) · Child Development · doi:10.1111/j.1467-8624.1986.tb00250.x · Cited by 1,590
(2006) · US Department of Education · Cited by 1,586
ECCLES, J. (2009) · Educational Psychologist · doi:10.1080/00461520902832368 · Cited by 1,444
Clarifying Achievement Goals and Their Impact.
Grant, H., & Dweck, C. S. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.3.541 · Cited by 1,440
Nepotism and sexism in peer-review
Wennerås, C., & Wold, A. E. (1997) · Nature · doi:10.1038/387341a0 · Cited by 1,346
Eccles, J. S., Wigfield, A., & Schiefele, U. (1998) · Cited by 1,331
Salience, Attention, and Attribution: Top of the Head Phenomena
Taylor, S. E., & Fiske, S. T. (1978) · Advances in experimental social psychology · doi:10.1016/s0065-2601(08)60009-x · Cited by 1,329
Jussim, L. J., & Harber, K. D. (2005) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0902_3 · Cited by 1,321
Gender and the Career Choice Process: The Role of Biased Self‐Assessments
Correll, S. J. (2001) · American Journal of Sociology · doi:10.1086/321299 · Cited by 1,320
Ryan, A. M., & Patrick, H. (2001) · American Educational Research Journal · doi:10.3102/00028312038002437 · Cited by 1,315
Men and things, women and people: A meta-analysis of sex differences in interests.
Su, R., Rounds, J., & Armstrong, P. I. (2009) · Psychological Bulletin · doi:10.1037/a0017364 · Cited by 1,307
Performance-approach goals: Good for what, for whom, under what circumstances, and at what cost?
Midgley, C., Kaplan, A., & Middleton, M. (2001) · Journal of Educational Psychology · doi:10.1037/0022-0663.93.1.77 · Cited by 1,305
Eccles, J. S. (1994) · Psychology of Women Quarterly · doi:10.1111/j.1471-6402.1994.tb01049.x · Cited by 1,292
Classroom goal structure, student motivation, and academic achievement
Meece, J. L., Anderman, E. M., & Anderman, L. H. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070258 · Cited by 1,262
THE ROLE OF SELF-EFFICACY BELIEFS INSTUDENT ENGAGEMENT AND LEARNING INTHECLASSROOM
Linnenbrink, E. A., & Pintrich, P. R. (2003) · Reading & Writing Quarterly · doi:10.1080/10573560308223 · Cited by 1,257
Meece, J. L., Wigfield, A., & Eccles, J. S. (1990) · Journal of Educational Psychology · doi:10.1037/0022-0663.82.1.60 · Cited by 1,241
Sex differences in value priorities: Cross-cultural and multimethod studies.
Schwartz, S. H., & Rubel‐Lifschitz, T. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.89.6.1010 · Cited by 1,225
Promoting Interest and Performance in High School Science Classes
Hulleman, C. S., & Harackiewicz, J. M. (2009) · Science · doi:10.1126/science.1177067 · Cited by 1,220 · cited 1×
“In particular, encouraging students to make connections between their lives and science lessons can increase both course interest and grades for students with low success expectations (Hidi & Harackiewicz, 2000; Hulleman & Harackiewicz, 2009).”
BackgroundWang, M., & Holcombe, R. (2010) · American Educational Research Journal · doi:10.3102/0002831209361209 · Cited by 1,207
Self-citationThe Science of Sex Differences in Science and Mathematics
Halpern, D. F., Benbow, C. P., Geary, D. C., Gur, R. C., Hyde, J. S., & Gernsbacher, M. A. (2007) · Gothic.net · doi:10.1111/j.1529-1006.2007.00032.x · Cited by 1,206
Intrinsic and extrinsic motivation : the search for optimal motivation and performance
Sansone, C., & Harackiewicz, J. M. (2000) · Cited by 1,197
Wang, M., & Eccles, J. S. (2012) · Child Development · doi:10.1111/j.1467-8624.2012.01745.x · Cited by 1,168
Self-citationNosek, B. A., Smyth, F. L., Sriram, N., Lindner, N. M., Devos, T., Ayala, A., Bar‐Anan, Y., Bergh, R., Cai, H., Gonsalkorale, K., et al. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0809921106 · Cited by 1,148
Sex differences in the brain: implications for explaining autism
Baron-Cohen, S., Knickmeyer, R. C., & Belmonte, M. K. (2005) · Science · doi:10.1126/science.1115455 · Cited by 1,145
Spera, C. (2005) · Educational Psychology Review · doi:10.1007/s10648-005-3950-1 · Cited by 1,125
Understanding current causes of women's underrepresentation in science
Ceci, S. J., & Williams, W. M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014871108 · Cited by 1,114
Planning Early for Careers in Science
Tai, R. H., Liu, C. Q., Maltese, A. V., & Fan, X. (2006) · Science · doi:10.1126/science.1128690 · Cited by 1,102
Maltese, A., & Tai, R. H. (2011) · Science Education · doi:10.1002/sce.20441 · Cited by 1,101
Duckworth, A. L., & Seligman, M. E. P. (2006) · Journal of Educational Psychology · doi:10.1037/0022-0663.98.1.198 · Cited by 1,097
Good, C., Aronson, J., & Inzlicht, M. (2003) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2003.09.002 · Cited by 1,096
Patrick, H., Ryan, A. M., & Kaplan, A. (2007) · Journal of Educational Psychology · doi:10.1037/0022-0663.99.1.83 · Cited by 1,085
Gender similarities characterize math performance
Hyde, J. S., Lindberg, S. M., Linn, M. C., Ellis, A. B., & Williams, C. C. (2008) · Science · doi:10.1126/science.1160364 · Cited by 1,054
Fredricks, J. A., & Eccles, J. S. (2002) · Developmental Psychology · doi:10.1037/0012-1649.38.4.519 · Cited by 1,050
Stout, J. G., Dasgupta, N., Hunsinger, M., & McManus, M. A. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0021385 · Cited by 1,050
Gender Roles and Women's Achievement-Related Decisions
Eccles, J. S. (1987) · Psychology of Women Quarterly · doi:10.1111/j.1471-6402.1987.tb00781.x · Cited by 1,033
Guiso, L., Monte, F., Sapienza, P., & Zingales, L. (2008) · Science · doi:10.1126/science.1154094 · Cited by 1,026
Allen, L. (2001) · Cited by 983
Math = male, me = female, therefore math ≠ me.
Nosek, B. A., Banaji, M. R., & Greenwald, A. G. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.83.1.44 · Cited by 971
Women's underrepresentation in science: sociocultural and biological considerations
Ceci, S. J., Williams, W. M., & Barnett, S. M. (2009) · Psychological Bulletin · doi:10.1037/a0014412 · Cited by 957
Diekman, A. B., Brown, E. R., Johnston, A. M., & Clark, E. K. (2010) · Psychological Science · doi:10.1177/0956797610377342 · Cited by 878
The Role of Parents and Teachers in the Development of Gender-Related Math Attitudes
Gunderson, E. A., Ramirez, G., Levine, S. C., & Beilock, S. L. (2012) · Sex Roles · doi:10.1007/s11199-011-9996-2 · Cited by 861
Ability sorting and the returns to college major
Arcidiacono, P. S. (2003) · Journal of Econometrics · doi:10.1016/j.jeconom.2003.10.010 · Cited by 851
The Peer Group as a Context for the Development of Young Adolescent Motivation and Achievement
Ryan, A. M. (2001) · Child Development · doi:10.1111/1467-8624.00338 · Cited by 844
Roseth, C. J., Johnson, D. W., & Johnson, R. T. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.2.223 · Cited by 837
Women in science: career processes and outcomes
(2004) · Choice Reviews Online · doi:10.5860/choice.41-3400 · Cited by 836
Inzlicht, M., & Ben-Zeev, T. (2000) · Psychological Science · doi:10.1111/1467-9280.00272 · Cited by 835
Wang, M.-T., & Eccles, J. S. (2013) · Learning and Instruction · doi:10.1016/j.learninstruc.2013.04.002 · Cited by 833
Self-citationWigfield, A., & Eccles, J. S. (2002) · Elsevier eBooks · doi:10.1016/b978-012750053-9/50006-1 · Cited by 826
Gender role stereotypes, expectancy effects, and parents' socialization of gender differences
Eccles, J. S., Jacobs, J. E., & Harold, R. D. (1990) · Journal of Social Issues · doi:10.1111/j.1540-4560.1990.tb01929.x · Cited by 815
Development of achievement motivation
(2002) · Choice Reviews Online · doi:10.5860/choice.40-1049 · Cited by 813
Math–Gender Stereotypes in Elementary School Children
Dario Cvencek, A., Meltzoff, A. N., & Greenwald, A. G. (2011) · Child Development · doi:10.1111/j.1467-8624.2010.01529.x · Cited by 811
Math and science motivation: a longitudinal examination of the links between choices and beliefs
Simpkins, S. D., Davis-Kean, P. E., & Eccles, J. S. (2006) · Developmental Psychology · doi:10.1037/0012-1649.42.1.70 · Cited by 808
BALFANZ, R., HERZOG, L., & MAC IVER, D. J. (2007) · Educational Psychologist · doi:10.1080/00461520701621079 · Cited by 804
Sex differences in intrinsic aptitude for mathematics and science?: a critical review.
Spelke, E. (2005) · American Psychologist · doi:10.1037/0003-066x.60.9.950 · Cited by 801
Socialization of Achievement Attitudes and Beliefs: Parental Influences
Parsons, J. E., Adler, T. F., & Kaczala, C. M. (1982) · Child Development · doi:10.2307/1128973 · Cited by 798
Urdan, T., & Schoenfelder, E. N. (2006) · Journal of School Psychology · doi:10.1016/j.jsp.2006.04.003 · Cited by 780
Enhancing interest and performance with a utility value intervention.
Hulleman, C. S., Godes, O., Hendricks, B. L., & Harackiewicz, J. M. (2010) · Journal of Educational Psychology · doi:10.1037/a0019506 · Cited by 757
Ruble, D. N., Martin, C. L., & Berenbaum, S. A. (2007) · Wiley eBooks · doi:10.1002/9780470147658.chpsy0314 · Cited by 747
Reducing the Gender Achievement Gap in College Science: A Classroom Study of Values Affirmation
Miyake, A., Kost-Smith, L. E., Finkelstein, N. D., Pollock, S. J., Cohen, G. L., & Ito, T. A. (2010) · Science · doi:10.1126/science.1195996 · Cited by 746
Emerging adults in America: Coming of age in the 21st century.
(2006) · American Psychological Association eBooks · doi:10.1037/11381-000 · Cited by 742
Steinpreis, R. E., Anders, K. A., & Ritzke, D. M. (1999) · Sex Roles · doi:10.1023/a:1018839203698 · Cited by 736
Li, Y., & Lerner, R. M. (2011) · Developmental Psychology · doi:10.1037/a0021307 · Cited by 733
Friends' Influence on Adolescents' Adjustment to School
Berndt, T. J., & Keefe, K. (1995) · Child Development · doi:10.1111/j.1467-8624.1995.tb00937.x · Cited by 726
Eyeballs in the Fridge: Sources of early interest in science
Maltese, A. V., & Tai, R. H. (2009) · International Journal of Science Education · doi:10.1080/09500690902792385 · Cited by 683
Giordano, P. C. (2003) · Annual Review of Sociology · doi:10.1146/annurev.soc.29.010202.100047 · Cited by 664
Secondary School Tracking and Educational Inequality: Compensation, Reinforcement, or Neutrality?
Gamoran, A., & Mare, R. D. (1989) · American Journal of Sociology · doi:10.1086/229114 · Cited by 663 · cited 1×
“…tailoring the course to individual competence levels (Eccles & Roeser, 2011; Mulkey, Catsambis, Carr Steelman, & Crain, 2005), evidence reveals inconsistent effects of tracking on math achievement, particularly for highly competent students (Fuligni, Eccles, & Barber, 1995; Gamoran & Mare, 1989).”
BackgroundThe influence of positive affect on the components of expectancy motivation.
Erez, A., & Isen, A. M. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.6.1055 · Cited by 642
Female role models: protecting women's math test performance
Marx, D. M., & Roman, J. S. (2002) · Personality and Social Psychology Bulletin · doi:10.1177/01461672022812004 · Cited by 621
Parents' influence on children's achievement-related perceptions.
Frome, P. M., & Eccles, J. S. (1998) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.74.2.435 · Cited by 615
Goals, Goal Structures, and Patterns of Adaptive Learning
Midgley, C. (2014) · Routledge eBooks · doi:10.4324/9781410602152 · Cited by 605
Sex Differences in Mathematical Reasoning Ability: More Facts
Benbow, C. P., & Stanley, J. C. (1983) · Science · doi:10.1126/science.6648516 · Cited by 589
Becker, B. E., & Luthar, S. S. (2002) · Educational Psychologist · doi:10.1207/s15326985ep3704_1 · Cited by 574
Teacher Quality, Opportunity Gap, and National Achievement in 46 Countries
Akiba, M., LeTendre, G. K., & Scribner, J. P. (2007) · Educational Researcher · doi:10.3102/0013189x07308739 · Cited by 565
Jussim, L., Eccles, J., & Madon, S. (1996) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(08)60240-3 · Cited by 555
Gender Comparisons of Mathematics Attitudes and Affect: A Meta-Analysis
Hyde, J. S., Fennema, E. H., Ryan, M., Frost, L. A., & Hopp, C. W. (1990) · Psychology of Women Quarterly · doi:10.1111/j.1471-6402.1990.tb00022.x · Cited by 550
Exploring the Color of Glass: Letters of Recommendation for Female and Male Medical Faculty
Trıx, F., & Psenka, C. E. (2003) · Discourse & Society · doi:10.1177/0957926503014002277 · Cited by 550
The role of experience in spatial test performance: A meta-analysis
Baenninger, M., & Newcombe, N. (1989) · Sex Roles · doi:10.1007/bf00287729 · Cited by 545
Durik, A. M., Vida, M. N., & Eccles, J. S. (2006) · Journal of Educational Psychology · doi:10.1037/0022-0663.98.2.382 · Cited by 544
Not Lack of Ability but More Choice
Wang, M., Eccles, J. S., & Kenny, S. (2013) · Psychological Science · doi:10.1177/0956797612458937 · Cited by 541
Self-citationRoeser, R. W., Eccles, J. S., & Sameroff, A. J. (1998) · Development and Psychopathology · doi:10.1017/s0954579498001631 · Cited by 541
Watt, H. M. G. (2004) · Child Development · doi:10.1111/j.1467-8624.2004.00757.x · Cited by 540
Does Interest Matter? The Relationship between Academic Interest and Achievement in Mathematics
Köller, O., Baumert, J., & Schnabel, K.-U. (2001) · Journal for Research in Mathematics Education · doi:10.2307/749801 · Cited by 528
Diekman, A. B., Clark, E. K., Johnston, A. M., Brown, E. R., & Steinberg, M. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0025199 · Cited by 526
Frenzel, A. C., Pekrun, R. H., & Goetz, T. (2007) · Learning and Instruction · doi:10.1016/j.learninstruc.2007.09.001 · Cited by 521
Women, careers, and work-life preferences
Hakim, C. (2006) · British Journal of Guidance and Counselling · doi:10.1080/03069880600769118 · Cited by 509
Harackiewicz, J. M., Rozek, C. S., Hulleman, C. S., & Hyde, J. S. (2012) · Psychological Science · doi:10.1177/0956797611435530 · Cited by 503
Cheryan, S., Siy, J. O., Vichayapai, M., Drury, B. J., & Kim, S. (2011) · Social Psychological and Personality Science · doi:10.1177/1948550611405218 · Cited by 503
Social Forces Shape Math Attitudes and Performance
Eccles, J. S., & Jacobs, J. E. (1986) · Signs · doi:10.1086/494229 · Cited by 500
Task values, achievement goals, and interest: An integrative analysis.
Hulleman, C. S., Durik, A. M., Schweigert, S. A., & Harackiewicz, J. M. (2008) · Journal of Educational Psychology · doi:10.1037/0022-0663.100.2.398 · Cited by 498
Influences on classroom interest
Bergin, D. A. (1999) · Educational Psychologist · doi:10.1207/s15326985ep3402_2 · Cited by 495
Parents explain more often to boys than to girls during shared scientific thinking
Crowley, K., Callanan, M. A., Tenenbaum, H. R., & Allen, E. (2001) · Psychological Science · doi:10.1111/1467-9280.00347 · Cited by 482
Bullying Experiences and Compromised Academic Performance Across Middle School Grades
Juvonen, J., Wang, Y., & Espinoza, G. (2010) · The Journal of Early Adolescence · doi:10.1177/0272431610379415 · Cited by 472
Development of Mathematics Interest in Adolescence: Influences of Gender, Family, and School Context
Frenzel, A. C., Goetz, T., Pekrun, R. H., & Watt, H. M. G. (2010) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2010.00645.x · Cited by 464
Family obligation and the transition to young adulthood.
Fuligni, A. J., & Pedersen, S. (2002) · Developmental Psychology · doi:10.1037/0012-1649.38.5.856 · Cited by 463
Mathematics Achievement of Chinese, Japanese, and American Children
Stevenson, H. W., Lee, S.-Y., & Stigler, J. W. (1986) · Science · doi:10.1126/science.3945803 · Cited by 461
Combating stereotype threat: The effect of self‐affirmation on women's intellectual performance
Martens, A., Johns, M., Greenberg, J., & Schimel, J. (2006) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2005.04.010 · Cited by 460
Parent-child conversations about science: The socialization of gender inequities?
Tenenbaum, H. R., & Leaper, C. (2002) · Developmental Psychology · doi:10.1037/0012-1649.39.1.34 · Cited by 460
Family Socialization, Gender, and Sport Motivation and Involvement
Fredricks, J. A., & Eccles, J. S. (2005) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.27.1.3 · Cited by 451
Overworked Individuals or Overworked Families?
Jacobs, J. A., & Gerson, K. (2001) · Work and Occupations · doi:10.1177/0730888401028001004 · Cited by 450
Kindermann, T. A. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.01060.x · Cited by 449
Schmader, T., Johns, M., & Barquissau, M. (2004) · Sex Roles · doi:10.1023/b:sers.0000029101.74557.a0 · Cited by 448
Mathematics Achievement of Chinese, Japanese, and American Children: Ten Years Later
Stevenson, H. W., Chen, C., & Lee, S.-Y. (1993) · Science · doi:10.1126/science.8418494 · Cited by 432
Parents' influence on children's achievement-related perceptions.
Frome, P. M., & Eccles, J. S. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.2.435 · Cited by 429
Kindermann, T. A. (1993) · Developmental Psychology · doi:10.1037/0012-1649.29.6.970 · Cited by 423
Riegle‐Crumb, C., Moore, C., & Ramos‐Wada, A. I. (2010) · Science Education · doi:10.1002/sce.20431 · Cited by 421
Parents' Roles in Shaping Early Adolescents' Occupational Aspirations
Jodl, K. M., Michael, A., Malanchuk, O., Eccles, J. S., & Sameroff, A. J. (2001) · Child Development · doi:10.1111/1467-8624.00345 · Cited by 416
Transitions through adolescence: interpersonal domains and context
(1996) · Choice Reviews Online · doi:10.5860/choice.34-2468 · Cited by 416
Engaging schools: fostering high school students' motivation to learn
(2004) · Choice Reviews Online · doi:10.5860/choice.42-1079 · Cited by 407
Achievement in Math and Science: Do Mothers' Beliefs Matter 12 Years Later?
Bleeker, M. M., & Jacobs, J. E. (2004) · Journal of Educational Psychology · doi:10.1037/0022-0663.96.1.97 · Cited by 402
Chen, C., & Stevenson, H. W. (1995) · Child Development · doi:10.1111/j.1467-8624.1995.tb00932.x · Cited by 402
Why aren't more women in science?: Top researchers debate the evidence.
Ceci, S., & Williams, W. (2007) · American Psychological Association eBooks · doi:10.1037/11546-000 · Cited by 401
Ethnic and minority parenting.
Coll, C. T. G., Meyer, E. C., & Brillon, L. (1995) · Cited by 399
Stereotype threat among schoolgirls in quasi-ordinary classroom circumstances.
Huguet, P., & Régner, I. (2007) · Journal of Educational Psychology · doi:10.1037/0022-0663.99.3.545 · Cited by 398
Improving academic achievement: Impact of psychological factors on education
Aronson, J. M. (2002) · Cited by 396
Socioeconomic Status Modifies the Sex Difference in Spatial Skill
Levine, S. C., Vasilyeva, M., Lourenco, S. F., Newcombe, N. S., & Huttenlocher, J. (2005) · Psychological Science · doi:10.1111/j.1467-9280.2005.01623.x · Cited by 379
Perna, L. W., Lundy‐Wagner, V., Drezner, N. D., Gasman, M., Yoon, S. A., Bose, E., & Gary, S. (2008) · Research in Higher Education · doi:10.1007/s11162-008-9110-y · Cited by 371
Gender differences in mathematics: an integrative psychological approach
(2005) · Choice Reviews Online · doi:10.5860/choice.43-1619 · Cited by 368
Catsambis, S. (1994) · Sociology of Education · doi:10.2307/2112791 · Cited by 356
An fMRI Study of Sex Differences in Regional Activation to a Verbal and a Spatial Task
Gur, R. C., Alsop, D., Glahn, D., Petty, R., Swanson, C. L., Maldjian, J. A., Turetsky, B. I., Detre, J. A., Gee, J., & Gur, R. E. (2000) · Brain and Language · doi:10.1006/brln.2000.2325 · Cited by 352
What Do Children Need to Flourish?
Moore, K. A., & Lippman, L. (2005) · Springer eBooks · doi:10.1007/b100487 · Cited by 350
Academic motivation of adolescents
Pajares, F., & Urdan, T. (2002) · Cited by 349
Teachers' attributions and beliefs about girls, boys, and mathematics
Fennema, E. H., Peterson, P. L., Carpenter, T. P., & Lubinski, C. A. (1990) · Educational Studies in Mathematics · doi:10.1007/bf00311015 · Cited by 349
Self processes and development
Gunnar, M. R., & Sroufe, L. A. (1991) · Medical Entomology and Zoology · Cited by 347
Tracking, Students' Effort, and Academic Achievement
Carbonaro, W. J. (2005) · Sociology of Education · doi:10.1177/003804070507800102 · Cited by 345
Sex Differences in Variability in Intellectual Abilities: A New Look at an Old Controversy
Feingold, A. (1992) · Review of Educational Research · doi:10.3102/00346543062001061 · Cited by 344
Gonzales, P., Williams, T., Jocelyn, L., Roey, S., Kastberg, D., & Brenwald, S. (2008) · National Center for Education Statistics · Cited by 344
Predicted Future Earnings and Choice of College Major
Berger, M. C. (1988) · Industrial and Labor Relations Review · doi:10.1177/001979398804100306 · Cited by 343
Effects of single-sex secondary schools on student achievement and attitudes.
Lee, V. E., & Bryk, A. S. (1986) · Journal of Educational Psychology · doi:10.1037/0022-0663.78.5.381 · Cited by 328
Measures of Sex Differences in Scientific Productivity
Long, J. S. (1992) · Social Forces · doi:10.1093/sf/71.1.159 · Cited by 326
Ethnicity, Peer Harassment, and Adjustment in Middle School:
Graham, S., & Juvonen, J. (2002) · The Journal of Early Adolescence · doi:10.1177/0272431602022002003 · Cited by 318
Alleviating women's mathematics stereotype threat through salience of group achievements
McIntyre, R. B., Paulson, R. M., & Lord, C. G. (2003) · Journal of Experimental Social Psychology · doi:10.1016/s0022-1031(02)00513-9 · Cited by 318
Feeding the pipeline: Gender, occupational plans, and college major selection
Morgan, S. L., Gelbgiser, D., & Weeden, K. A. (2013) · Social Science Research · doi:10.1016/j.ssresearch.2013.03.008 · Cited by 314
The Social Dynamics of Mathematics Coursetaking in High School1
Frank, K., Muller, C., Schiller, K., Riegle-Crumb, C., Mueller, A. S., Crosnoe, R., & Pearson, J. (2008) · American Journal of Sociology · doi:10.1086/587153 · Cited by 312
Adolescent educational success and mental health vary across school engagement profiles.
Wang, M.-T., & Peck, S. C. (2013) · Developmental Psychology · doi:10.1037/a0030028 · Cited by 310
Self-citationTop 1 in 10,000: A 10-year follow-up of the profoundly gifted.
Lubinski, D., Webb, R. M., Morelock, M. J., & Benbow, C. P. (2001) · Journal of Applied Psychology · doi:10.1037/0021-9010.86.4.718 · Cited by 308
Overworked Faculty: Job Stresses and Family Demands
Jacobs, J. A., & Winslow, S. E. (2004) · The Annals of the American Academy of Political and Social Science · doi:10.1177/0002716204268185 · Cited by 306
Gong, G., Yong He, A., & Evans, A. C. (2011) · The Neuroscientist · doi:10.1177/1073858410386492 · Cited by 304
Exposure to Scientific Theories Affects Women's Math Performance
Dar‐Nimrod, I., & Heine, S. J. (2006) · Science · doi:10.1126/science.1131100 · Cited by 300
Socialization of Achievement Attitudes and Beliefs: Classroom Influences
Parsons, J. E., Kaczala, C. M., & Meece, J. L. (1982) · Child Development · doi:10.2307/1128974 · Cited by 299
Simpkins, S. D., Fredricks, J. A., & Eccles, J. S. (2012) · Developmental Psychology · doi:10.1037/a0027468 · Cited by 295
Chen, C., & Stevenson, H. W. (1995) · Child Development · doi:10.2307/1131808 · Cited by 294
Leaper, C., Farkas, T., & Brown, C. S. (2011) · Journal of Youth and Adolescence · doi:10.1007/s10964-011-9693-z · Cited by 290
Intelligence and Personality. Bridging the Gap in Theory and Measurement.
HOFSTEE, W. K. B. (2001) · Cited by 290
Cooper, J., & Weaver, K. D. (2003) · Psychology Press eBooks · doi:10.4324/9781410608932 · Cited by 288
Wang, M. (2012) · Developmental Psychology · doi:10.1037/a0027247 · Cited by 283
Self-citationWhy boys achieve less at school than girls: the difference between boys' and girls' academic culture
Houtte, M. V. (2004) · Educational Studies · doi:10.1080/0305569032000159804 · Cited by 282
Ferriman, K., Lubinski, D., & Benbow, C. P. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0016030 · Cited by 282
Teachers' beliefs and gender differences in mathematics: a review
Li, Q. (1999) · Educational Research · doi:10.1080/0013188990410106 · Cited by 280
Friedel, J. M., Cortina, K. S., Turner, J. C., & Midgley, C. (2006) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2006.10.009 · Cited by 277
Social learning and personality development
Eysenck, H. J. (1964) · Behaviour Research and Therapy · doi:10.1016/0005-7967(64)90024-5 · Cited by 275
Wallman, G. H. (1985) · NASPA Journal · doi:10.1080/00220973.1985.11071939 · Cited by 273
Sex Differences in Math-Intensive Fields
Ceci, S. J., & Williams, W. M. (2010) · Current Directions in Psychological Science · doi:10.1177/0963721410383241 · Cited by 272
(2008) · American Psychological Association eBooks · doi:10.1037/11706-000 · Cited by 268
Middle Schools and Math Groups: Parents' Involvement in Children's Placement
Useem, E. L. (1992) · Sociology of Education · doi:10.2307/2112770 · Cited by 268
Student Views About Learning Math and Social Studies
Stodolsky, S. S., Salk, S., & Glaessner, B. (1991) · American Educational Research Journal · doi:10.3102/00028312028001089 · Cited by 267
Flagged first, then by citations
5 of the 396 references couldn’t be matched to a known paper.
Research works printed but not linked: 11
- Balfanz, R., McPartland, J., & Shaw, A. (2002a, April). Re-conceptualizing extra help for high school students in a high standards era. Paper presented at the office of adult and vocational education, U.S. Department of Education preparing for America’s Future High School symposium, Washington, DC.
- Beaman, R. (2006). Behavioral interactions in the secondary school between teachers and students: What they say, what they do. Unpublished dissertation, Macquarrie University, Sydney, Australia.
- Eccles, 1983, Female achievement patterns: Attributions, expectancies, values, and choice, Journal of Social Issues, 1
- Eccles, J. S., & Harold, R. D. (1992). Gender differences in educational and occupational patterns among the gifted. In N. Colangelo, S.G. Assouline, & D.L. Ambroson (Eds.), Talent development: Proceedings from the 1991 Henry B. and Jocelyn Wallace National Research symposium on talent development (pp. 3–29). Unionville, NY: Trillium Press.
- Gilbreath, 2006, Starting salaries of college graduates, Journal of Legal Economics, 13, 79
- The Education Trust (2008). Core problems: Out-of-field teaching persists in key academic courses and high poverty schools. <http://www.edtrust.org/dc/press-room/press-release/core-problems-out-of-field-teaching-persists-in-key-academic-courses-esp> (Press release).
- Maehr, 1991, The ‘psychological environment’ of the school: A focus for school leadership, Advances in Educational Administration, 2, 51
- National Research Council (2003). Work and family trends. In E. Smolensky (Ed.), Working families & growing kids: Caring for children and adolescents (pp. 23–41). Washington, DC: National Academies Press.
- Nyhan, 1999, Impact of infrastructure investments and socio-economic conditions on student achievement, Journal of Education Finance, 25, 211
- Riordan, 1994, Single-gender schools: Outcomes for African and Hispanic Americans, Research in Sociology of Education and Socialization, 10, 177
- Ripa, 2003, General cognitive functions, mental rotations ability, and handedness in adult females with congenital adrenal hyperplasia, Hormones and Behavior, 44, 72
Cited by
Sorted by citations
Why are some STEM fields more gender balanced than others?
Cheryan, S., Ziegler, S. A., Montoya, A. K., & Jiang, L. (2017) · Psychological Bulletin · doi:10.1037/bul0000052 · Cited by 1,259
Wang, M., & Degol, J. L. (2016) · Educational Psychology Review · doi:10.1007/s10648-015-9355-x · Cited by 1,418
Self-citationThe Gender-Equality Paradox in Science, Technology, Engineering, and Mathematics Education
Stoet, G., & Geary, D. C. (2018) · Psychological Science · doi:10.1177/0956797617741719 · Cited by 1,054
A meta-analysis of the relation between math anxiety and math achievement
Barroso, C., Ganley, C. M., McGraw, A. L., Geer, E. A., Hart, S. A., & Daucourt, M. C. (2021) · Psychological Bulletin · doi:10.1037/bul0000307 · Cited by 614
The Math and Science Engagement Scales: Scale development, validation, and psychometric properties
Wang, M.-T., Fredricks, J. A., Ye, F., Hofkens, T. L., & Linn, J. S. (2016) · Learning and Instruction · doi:10.1016/j.learninstruc.2016.01.008 · Cited by 592
Self-citation
Metadata
- Authors
- Wang, M.-T., & Degol, J.
- Affiliations
- University of Pittsburgh (US)
- Corresponding author
- Wang, Ming-Te
- Venue
- Developmental Review
- Publisher
- Elsevier BV
- Published
- 2013-12
- Volume
- 33
- Issue
- 4
- Pages
- 304-340
- ISSN
- 0273-2297 (ISSN-L)
- PMC
- PMC3843492
- OpenAlex
- W1971294185
- Semantic Scholar
- 58a86789a21fce2b4032b86f088a2479f7bd2760
- Cited by
- 837
- References
- 396
- Citations by year
- 2026: 73 · 2025: 75 · 2024: 91 · 2023: 79 · 2022: 98 · 2021: 72 · 2020: 104 · 2019: 81 · 2018: 53 · 2017: 41 · 2016: 37 · 2015: 21 · 2014: 9
- FWCI
- 58.95
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Developmental Review (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R03HD074731)
- Topics
- Social Sciences › Psychology › Applied Psychology › Career Development and Diversity
- Social Sciences › Psychology › Developmental and Educational Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Developmental and Educational Psychology › Science Education and Perceptions
- Keywords
- STEM career choice, gender differences, expectancy-value theory, motivation, STEM workforce, gender stereotypes, women in STEM, educational choice, sociocultural factors, biological factors, psychological factors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review