Skip to main content Accessibility help
×
Hostname: page-component-8448b6f56d-dnltx Total loading time: 0 Render date: 2024-04-18T07:33:10.392Z Has data issue: false hasContentIssue false

11 - The Gender Gap in Mathematics: Merely a Step Function?

Published online by Cambridge University Press:  05 June 2012

Sophia Catsambis
Affiliation:
City University of New York and U.S. Department of Education
Ann M. Gallagher
Affiliation:
Law School Admissions Council, Newton, PA
James C. Kaufman
Affiliation:
California State University, San Bernardino
Get access

Summary

INTRODUCING THE PROBLEM

The gender gap in mathematics and science has been an issue of national concern since the mid-1970s because it is a matter of educational equity with far-reaching consequences for the lives of women and their families. As world economies rely increasingly on science and technological innovation, women's limited participation in mathematics and science can adversely affect their employment and economic opportunities.

To conceptualize the relationship between gender and mathematics performance, I turn to the field of mathematics and its terminology. At first glance, the mathematics gender gap appears to be like a mere step function, with male students performing better than females. However, for social scientists, this relationship is better expressed by a complex mathematics equation that includes a constellation of social, psychological, and biological factors. Research evidence from national and cross-national studies showing that the gender gap in mathematics has narrowed over the years and varies across countries, supports social scientists' assertion that this gender gap is rooted in a complex array of social-environmental factors (American Association of University Women [AAUW], 1998; Baker & Jones, 1993; Friedman, 1989; Oakes, 1990). This chapter reviews the contributions that sociological research has made toward understanding the complexity of the gender gap in mathematics.

In a literature review that put together decades of relevant sociological research, Oakes (1990) identified that the gender gap in mathematics test performance involves differences in three domains: opportunity, achievement, and choice.

Type
Chapter
Information
Gender Differences in Mathematics
An Integrative Psychological Approach
, pp. 220 - 245
Publisher: Cambridge University Press
Print publication year: 2004

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Alexander, K. L., & Cook, M. A. (1982). Curricula and coursework: A surprise ending to a familiar story. American Sociological Review, 47, 626–640CrossRefGoogle Scholar
American Association of University Women (AAUW). (1992). How schools shortchange girls. Washington, DC: American Association of University Women Educational Foundation
American Association of University Women (AAUW). (1993). Hostile hallways: The AAUW survey on sexual harassment in America's schools. Washington, DC: American Association of University Women Educational Foundation
American Association of University Women (AAUW). (1998). Gender gaps: Where schools still fail our children. Washington, DC: American Association of University Women Educational Foundation
Arum, R. (2000). Schools and communities: Ecological and institutional dimensions. Annual Review of Sociology, 26, 395–418CrossRefGoogle Scholar
Baker, D. P., & Jones, D. (1992). Gender stratification in the science pipeline: A comparative analysis of seven countries. In J. Wrigley (Ed.), Education and Gender. London: Falmer Press
Baker, D. P., & Jones, D. (1993). Creating gender equity: Cross-national gender stratification and mathematics performance. Sociology of Education, 66, 91–103CrossRefGoogle Scholar
Baker, D. P., & Stevenson, D. L. (1986). Mothers' strategies for school achievement: Managing the transition to high school. Sociology of Education, 59, 156–67CrossRefGoogle Scholar
Bradley, K. (2000). The incorporation of women into higher education: Paradoxical outcomes? Sociology of Education, 73, 1–18CrossRefGoogle Scholar
Bridgeman, B., & Wendler, C. (1991). Gender differences in predictors of college mathematics performance. Journal of Educational Psychology 83(2), 275–284CrossRefGoogle Scholar
Bronfenbrenner, U. (1979). The ecology of human development. Cambridge, MA: Harvard University Press
Brooks-Gunn, J., Duncan, G. J., & Aber, L. J. (Eds.). (1997). Neighborhood poverty. Volume I: Context and consequences for children. New York: Russell Sage Foundation
Brophy, J. (1985). Interactions of male and female students with their male and female teachers. In L. C. Wilkinson & C. B. Marrett (Eds.), Gender influences in classroom interaction (pp. 115–142). New York: Academic PressCrossRef
Bryk, A., Lee, V. E., & Holland, P. B. (1993). Catholic schools and the common good. Cambridge, MA: Harvard University Press
Bursik, R. J., & Grasmik, H. G. (1993). Neighborhoods and crime: Dimensions of effective community control (1st ed.). New York: Lexington Books
Catsambis, S. (1994). The path to math: Gender and racial-ethnic differences in mathematics participation from middle school to high school. Sociology of Education, 67, 199–215CrossRefGoogle Scholar
Catsambis, S. (2001). Expanding knowledge of parental involvement in children's secondary education: Connections with high school seniors' academic success. Social Psychology of Education, 5(2), 149–177CrossRefGoogle Scholar
Catsambis, S., & Beveridge, A. (2001). Does neighborhood matter? Family, neighborhood and school influences on eighth-grade mathematics achievement. Sociological Focus, 43(4), 435–457CrossRefGoogle Scholar
Catsambis, S., Mulkey, L. M., & Crain, R. L. (2001). For better or for worse? A nationwide study of the social psychological affects of gender and ability grouping in mathematics. Social Psychology of Education, 5(1), 83–115CrossRefGoogle Scholar
Catsambis, S., & Suazo-Garcia, B. (1999). Parents matter: Parent influences on high school seniors' school-related behaviors, plans and expectations. Paper presented at the American Sociological Association, Chicago, IL
Charles, M., & Bradley, K. (2002). Equal but separate? A cross-national study of sex segregation in higher education. American Sociological Review, 67, 573–599CrossRefGoogle Scholar
Chipman, S. F., Brush, L. R., & Wilson, D. M. (1985). Women and mathematics: Balancing the equation (pp. 59–94). Hillsdale, NJ: Erlbaum
Clewell, B. C., & Anderson, B. (1991). Women of color in mathematics, science & engineering. Washington, DC: Center for Women Policy Studies
Coleman, J., Campbell, E., Hobson, C., McPartland, J., Mood, A., Winfield, F., & York, R. (1966). Equality of educational opportunity report. Washington, DC: U.S. Government Printing Office
Coleman, J. C., Hoffer, T., & Kilgore, S. (1982). High school achievement: Public, Catholic and private schools compared. New York: Basic Books
Crane, J. (1991). The epidemic theory of ghettos and neighborhood effects on dropping out and teenage childbearing. American Journal of Sociology, 96(5), 1226–1259CrossRefGoogle Scholar
Cunningham, M. (2001). The influence of parental attitudes and behaviors on children's attitudes toward gender and household labor in early adulthood. Journal of Marriage and the Family, 63(1), 111–122CrossRefGoogle Scholar
Dornbush, S. M., Ritter, P. L., & Steinberg, L. (1991). Community influences on the relation of family practices to adolescent school performance: Differences between African Americans and Non-Hispanic Whites. American Journal of Education, 543–567CrossRef
Dwyer, C. A., &. Johnson, L. M. (1997). Grades, accomplishments and correlates. In W. W. Willingham & N. S. Cole (Eds.), Gender and fair assessment (pp. 127–156). Mahwah, NJ: Lawrence Erlbaum Associates
Eccles, J. S. (1987). Gender roles and achievement patterns: An expectancy value perspective. In J. M. Reinisch, L. A. Rosenblum, & A. A. Sanders (Eds.), Masculinity/femininity: Basic perspectives (pp. 240–280). New York: Oxford University Press
Eccles, J. S. (1994). Understanding women's educational and occupational choices. Psychology of Women's Quarterly, 18, 585–609CrossRefGoogle Scholar
Eccles, J. S., & Blumenfeld, P. (1985). Classroom experiences and student gender: Are there differences and do they matter. In L. C. Wilkinson & C. B. Marrett (Eds.), Gender influences in classroom interaction (pp. 79–114). Hillsdale, NJ: ErlbaumCrossRef
Entwisle, D. R., Alexander, K. L., & Olson, L. S. (1994). The gender gap in math: Its possible origins in neighborhood effects. American Sociological Review, 59, 822–838CrossRefGoogle Scholar
Epstein, J. L. (1987). Toward a theory of family-school connections: Teacher practices and parent involvement. In K. Hurrelman, X. Kaufmann, & F. Losel (Eds.), Social intervention: Potential and constraints. Berlin: Walter de GruyterCrossRef
Epstein, J. L. (2001). School, family, and community partnerships. Boulder, CO: Westview Press
Fennema, E., & Peterson, P. L. (1985). Autonomous learning behavior: A possible explanation of gender-related differences in mathematics. In L. C. Wilkinson & C. B. Marrett (Eds.), Gender-related differences in classroom interactions (pp. 111–125). New York: Random HouseCrossRef
Fennema, E., Carpenter, T. P., Jacobs, V. R., Franke, M. L., & Levi, L. W. (1998). A longitudinal study of gender differences in young children's mathematical thinking. Educational Researcher, 27(5), 6–11Google Scholar
Fordam, S., & Ogbu, J. (1986). Black students' school success: Coping with the burden of acting white. Urban Review, 18(3), 176–206CrossRefGoogle Scholar
Friedman, L. (1989). Mathematics and the gender gap: A meta-analysis of recent studies of sex differences in mathematical tasks. Review of Educational Research, 59(2), 185–213Google Scholar
Gallagher, A. M. (1998). Gender and antecedents of performance in mathematics testing. Teachers College Record, 100(2), 297–314Google Scholar
Gallagher, A. M., & DeLisi, R. (1994). Gender differences in scholastic aptitude test mathematics problem solving among high ability students. Journal of Educational Psychology, 86(2), 204–211CrossRefGoogle Scholar
Gamoran, A., & Mare, R. D. (1989). Secondary school tracking and educational inequality: Compensation, reinforcement or neutrality? American Journal of Sociology 94, 1146–1183CrossRefGoogle Scholar
Gonzales, N. A., Cauce, A. M., Friedman, R. J., & Mason, C. A. (1996). Family, peer, and neighborhood influences on academic achievement among African-American adolescents: One-year prospective effects. American Journal of Community Psychology, 24(3), 365–388CrossRefGoogle ScholarPubMed
Hall, R., & Sandler, B. (1982). The classroom climate: A chilly one for women? Project for the Status and Education of Women. Washington, DC: Association of American Colleges
Hallinan, M. T., & Sorenson, A. B. (1987). Ability grouping and sex differences in mathematics achievement. Sociology of Education, 60, 63–72CrossRefGoogle Scholar
Hanson, S. L., & Kraus, R. S. (1998). Women, sports and science: Do female athletes have an advantage? Sociology of Education, 71(2), 93–110CrossRefGoogle Scholar
Hoover-Dempsey, K. V., & Sandler, H. M. (1995). Parental involvement in children's education: Why does it make a difference? Teachers College Record, 97(2), 310–331Google Scholar
Hyde, J. S., & Jaffee, S. (1998). Perspectives from social and feminist psychology. Educational Researcher, 27(5), 14–16CrossRefGoogle Scholar
Jacobs, J. E. (1991). Influence of gender stereotypes on parent and child mathematics attitudes. Journal of Educational Psychology, 83(4), 518–527CrossRefGoogle Scholar
Jacobs, J. A. (1995). Gender and academic specialties: Trends among recipients of college degrees in the 1980's. Sociology of Education, 68, 81–98CrossRefGoogle Scholar
Jacobs, J. E., Finken, L. L., Griffin, N. L., & Wright, J. D. (1998). The career plans of science-talented rural adolescent girls. American Educational Research Journal, 35(4), 477–496CrossRefGoogle Scholar
Kessel, C., & Linn, M. C. (1996). Grades or scores: Predicting future college mathematics performance. Educational Measurement: Issues and Practice, 15(4), 10–14CrossRefGoogle Scholar
Lamb, S. (1996). Gender differences in mathematics participation in Australian schools: Some relationships with social class and school policy. British Educational Research Journal, 22(4), 223–240CrossRefGoogle Scholar
Lareau, A. (1989). Home advantage: Social class and parental intervention in elementary educaation. London: Falmer Press
Lee, J. D. (2002). More than ability: Gender and personal relationships influences science and technology involvement. Sociology of Education, 75(4), 349–373CrossRefGoogle Scholar
Lee, V. E. (1993). Single-sex schooling: What is the issue? In D. K. Hollinger & R. Adamson (Eds.), Single-sex schooling: Proponents speak (pp. 39–46). Washington, DC: U.S. Department of Education
Lee, V. E., & Bryk, A. S. (1986). Effects of single-sex secondary schools on student achievement and attitudes. Journal of Educational Psychology, 78, 381–395CrossRefGoogle Scholar
Lee, V. E., & Bryk, A. S. (1989). Effects of single-sex schools: Response to Marsh. Journal of Educational Psychology, 81, 647–650CrossRefGoogle Scholar
Lee, V. E., Marks, H. M., & Byrd, T. (1994). Sexism in single-sex and coeducational secondary school classrooms. Sociology of Education, 67, 92–120CrossRefGoogle Scholar
Lockheed, M., Thorpe, M., Brooks-Gun, J., Casserly, P., & McAloon, A. (1985). Sex differences in middle school mathematics, science and computer science: What do we know? Princeton, NJ: Educational Testing Service
Ma, X., & Kishor, N. (1997). Attitude toward self, social factors, and achievement in mathematics: A meta-analytic review. Educational Psychology Review, 9, 89–120CrossRefGoogle Scholar
Maccoby, E. E. (1966). The development of sex differences. Stanford, CA: Stanford University Press
Mael, F. A. (1998). Single-sex and coeducational schooling: Relationships to socioemotional and academic development. Review of Educational Research, 68(2), 101–129CrossRefGoogle Scholar
Maple, S. A., & Stage, F. K. (1991). Influences on the choice of math/science major by gender and ethnicity. American Educational Research Journal, 28(1), 37–60CrossRefGoogle Scholar
Marsh, H. W. (1989). Effects of attending single-sex and coeducational high schools on achievement, attitudes, behaviors and sex differences. Journal of Educational Psychology, 81, 70–85CrossRefGoogle Scholar
Marsh, H. W., & Yeung, S. A. (1998). Longitudinal structural equation models of academic self-concept and achievement: Gender differences in the development of math and English constructs. American Educational Research Journal, 35(4), 705–738CrossRefGoogle Scholar
Massey, D. S., & Denton, N. (1993). American apartheid: Segregation and the making of the underclass. Cambridge, MA: Harvard University Press
Mayer, S. E., & Jencks, C. (1989). Growing up in poor neighborhoods: How much does it matter? Science 243, 1441–1445CrossRefGoogle ScholarPubMed
McLaughlin, M. W., Irby, M. A., & Langman, J. (1994). Urban sanctuaries: Neighborhood organizations in the lives and futures of inner-city youth. San Fransisco: Jossey-Bass
Meece, J. L., Parsons, J. E., Kazcala, C. M., Goff, S. B., & Futterman, R. (1982). Sex differences in math achievement: Toward a model of academic choice. Psychological Bulletin 91, 324–348CrossRefGoogle Scholar
Mulkey, L. M., Catsambis, S., & Steelman, L. C. (2002). Getting ‘psyched-up’: Gender, middle school tracking, and social psychological characteristics as predictors of the high school mathematics trajectory. Paper presented at the International Sociological Association conference, Brisbane, Australia
Muller, C. (1998). Gender differences in parental involvement and adolescents' mathematics achievement. Sociology of Education, 71, 336–256CrossRefGoogle Scholar
National Center for education statistics (NCES). (2002). Digest of education statistics 2001. Washington, DC: U.S. Department of Education, Office of Educational Research and Improvement
National Science Foundation. (1988). Women and minorities in science and engineering. (NSF-86–301). Washington, DC: Author
Oakes, J. (1990). Opportunities, achievement and choice: Women and minority students in science and mathematics. Review of Research in Education, 16, 153–222Google Scholar
Ogbu, J., & Simons, H. D. (1998). Voluntary and involuntary minorities: A cultural-ecological theory of school performance with some implications for education. Anthropology and Education Quarterly, 29(2), 155–188CrossRefGoogle Scholar
Ornstein, P. (1994). Schoolgirls: Young women, self-esteem, and the confidence gap. New York: Doubleday
Papanastasiou, C. (2000). Internal and external factors affecting achievement in mathematics: Some findings from TIMSS. Studies in Educational Evaluation, 26, 1–7CrossRefGoogle Scholar
Parcel, T. L., & Menaghan, E. G. (1994a). Early parental work, family social capital, and early childhood outcomes. American Journal of Sociology, 99(4), 972–1009CrossRefGoogle Scholar
Parcel, T. L., & Menaghan, E. G. (1994b). Parents' jobs and children's lives. New York: Aldine
Riordan C. (1990). Girls and boys in school: Together or separate? New York: Teachers College Press
Sadker, D., & Sadker, M. (1995). Failing at fairness: How America's schools shortchange girls, New York: Scribner's
Sadker, M., Sadker, D., & Klein, S. (1991). The issue of gender in elementary and secondary education. Review of Research in Education 17, 269–334Google Scholar
Sampson, R. J. (2000). The neighborhood context of investing in children: Facilitating mechanisms and undermining risks. In Securing the future: Investing in children from birth to college. New York: Russell Sage
Science Service. (1998). Westinghouse science talent search science service data base. Westinghouse Foundation
Sewell, W. H., Haller, A. O., & Portes, A. (1969). The educational and early occupational attainment process. American Sociological Review, 34, 82–92CrossRefGoogle Scholar
Seymour, E., & Hewitt, N. (1997). Talking about leaving: Why undergraduates leave the sciences. Boulder, CO: Westview Press
Slaughter, D. T., & Epps, E. G. (1987). The home environment and academic achievement of black American children and youth: An overview. Journal of Negro Education, 56(1), 3–20CrossRefGoogle Scholar
Spencer, S. J. (1999). Cultural images and stereotype threat: The effect of media images on women's math performance and career selection. Oxford, England: European Association of Experimental Social Psychology
Steinberg, L. (1998). Adolescence. New York: McGraw Hill Publishing Co
Steincamp, M. W., & Maehr, M. L. (1984). Gender differences in motivational orientations towards achievement in school science: A Quantitative synthesis. American Educational Research Journal, 21(1), 39–59CrossRefGoogle Scholar
Thorne, B. (1986). Girls and boys together … but mostly apart: Gender arrangements in elementary schools. In W. Hartrip & Z. Rubin (Eds.), Relationships and Development (p. 468). Hillsdale, NJ: Lawrence Erlbaum Associates
Tidball, M. E. (1980). Women's colleges and women achievers revisited. Signs: Journal of Women in Culture and Society, 5, 504–517CrossRefGoogle Scholar
Useem, E. L. (1992). Middle school and math groups: Parents' involvement in children's placement. Sociology of Education, 65(4), 263–279CrossRefGoogle Scholar
Walker, E. N. (2001). On time and off track? Advanced mathematics course-taking among high school students. Unpublished doctoral dissertation, Graduate School of Education, Harvard University, Boston
Wang, J., & Wildman, L. (1995). An empirical examination of the effects of family commitment in education on student achievement in seventh grade science. Journal of Research in Science Teaching, 32(8), 833–37CrossRefGoogle Scholar
Weis, L. (1990). Working class without work: High school students in a de-industrializing economy. Albany: State University of New York Press
Willingham, W., Cole, N. S., Lewis, C., & Leung, S. W. (1997). Test performance. In W. W. Willingham & N. S. Cole (Eds.), Gender and fair assessment (pp. 55–126). Mahwah, NJ: Lawrence Erlbaum Associates
Willis, P. (1977). Learning to labour: How working class kids get working class jobs. England: Saxon House
Zeldin, A. L., & Pajares, F. (2000). Against the odds: Self-efficacy beliefs of women in mathematical, scientific, and technological careers. American Educational Research Journal, 37(1), 215–246CrossRefGoogle Scholar

Save book to Kindle

To save this book to your Kindle, first ensure coreplatform@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×