Attaining the Elusive: Efficacy, Math Education and Black and Latino Students
Low enrollment of Latino, African American, Native American, and Southeast Asian American students in science, technology, engineering, and math (STEM) classes, via advanced placement (AP) courses, remains a problem for high schools, and education leaders across the United States. More than just examining the factors behind this enrollment issue, we wanted to understand the focal factors underpinning success in AP courses of those few who do enroll. For that purpose, we grounded this case study on social cognitive theory’s central variable of self-efficacy. We found that teacher facilitated experience plays a pivotal function in students’ success in STEM education, more specifically, AP math.
Keywords: mathematics, efficacy, diversity
Archbald, D., Glutting, J., & Qian, X. (2009). Getting into honors or not: An analysis of the relative influence of grades, test scores, and race on track placement in a comprehensive high school. American Secondary Education, 65-81.
Arellano, A. R., & Padilla, A. M. (1996). Academic invulnerability among a select group of Latino university students. Hispanic Journal of Behavioral Sciences, 18(4), 485-507.
Bagiati, A., Yoon, S. Y., Evangelou, D., & Ngambeki, I. (2010). Engineering Curricula in Early Education: Describing the Landscape of Open Resources. Early Childhood Research & Practice, 12(2), n2.
Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychologist, 37(2), 122.
Bandura, A. (1991). Social cognitive theory of self-regulation. Organizational behavior and human decision processes, 50(2), 248-287.
Bandura, A. (1994). Self‐efficacy: Wiley Online Library.
Bandura, A. (2006). Guide for constructing self-efficacy scales. Self-efficacy beliefs of adolescents, 5(307-337).
Belasco, A. S. (2013). Creating college opportunity: School counselors and their influence on postsecondary enrollment. Research in Higher Education, 54(7), 781-804.
Brenneman, K. (2011). Assessment for Preschool Science Learning and Learning Environments. Early Childhood Research & Practice, 13(1), n1.
Brown, R., & Campbell, D. M. (2008). Recent trends in preparing ethnic minorities for careers in mathematics and science. Journal of Hispanic Higher Education.
Brownell, N., Furry, W., & Beasley, J. (1999). The advanced placement program California’s 1997-1998 experience. Institute for Education Reform: Sacramento.
DeJarnette, N. (2012). America’s children: Providing early exposure to STEM (science, technology, engineering and math) initiatives. Education, 133(1), 77-84.
Fast, L. A., Lewis, J. L., Bryant, M. J., Bocian, K. A., Cardullo, R. A., Rettig, M., & Hammond, K. A. (2010). Does math self-efficacy mediate the effect of the perceived classroom environment on standardized math test performance? Journal of educational psychology, 102(3), 729.
Flowers, T. A., & Flowers, L. A. (2008). Factors affecting urban African American high school students’ achievement in reading. Urban Education, 43(2), 154-171.
Gándara, P. (2006). Strengthening the academic pipeline leading to careers in math, science, and technology for Latino students. Journal of Hispanic Higher Education, 5(3), 222-237.
Gándara, P. (2010). The Latino Education Crisis. Educational Leadership, 67(5), 24-30.
Green, C. L., Walker, J. M., Hoover-Dempsey, K. V., & Sandler, H. M. (2007). Parents’ motivations for involvement in children’s education: An empirical test of a theoretical model of parental involvement. Journal of educational psychology, 99(3), 532.
Handwerk, P., Tognatta, N., Coley, R. J., & Gitomer, D. H. (2008). Access to Success: Patterns of Advanced Placement Participation in US High Schools. Policy Information Report. Educational Testing Service.
Hibbs, D. F. (2012). An investigation of the self-efficacy beliefs of Black and Hispanic students that have experienced success or failure in mathematics.
Judge, T. A., Jackson, C. L., Shaw, J. C., Scott, B. A., & Rich, B. L. (2007). Self-efficacy and work-related performance: the integral role of individual differences. Journal of applied psychology, 92(1), 107.
Kendricks, K. D., & Arment, A. R. (2011). Adopting A K-12 Family Model With Undergraduate Research To Enhance STEM. Educational Review, 62, 26-44.
Klopfenstein, K. (2004). The advanced placement expansion of the 1990s: How did traditionally underserved students fare? education policy analysis archives, 12, 68.
Lent, R. W., Brown, S. D., & Hackett, G. (1994). Toward a unifying social cognitive theory of career and academic interest, choice, and performance. Journal of vocational behavior, 45(1), 79-122.
Lichten, W. (2007). Equity and excellence in the College Board Advanced Placement program. Teachers College Record, 6(07).
Martínez Alemán, A. M. (2006). Latino demographics, democratic individuality, and educational accountability: A pragmatist’s view. Educational Researcher, 35(7), 25-31. doi: 10.3102/0013189×035007025
McWayne, C. M., Hahs-Vaughn, D. L., Cheung, K., & Wright, L. E. G. (2012). National profiles of school readiness skills for Head Start children: An investigation of stability and change. Early Childhood Research Quarterly, 27(4), 668-683.
Murphy, D. S., & Sullivan, K. (1997). Connecting Adolescent Girls of Color and Math/Science Interventions.
National Center of Education Statistics (2007). The condition of education, 2007. Institute of Education Science. US Department of Education, Washington, DC.
Ndura, E., Robinson, M., & Ochs, G. (2003). Minority students in high school advanced placement courses: Opportunity and equity denied. American Secondary Education, 21-38.
Nora, A., & Crisp, G. (2012). Hispanic Student Participation and Success in Developmental Education. White Paper Prepared for the Hispanic Association of Colleges and Universities. Hispanic Association of Colleges and Universities.
Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of educational research, 66(4), 543-578.
Pajares, F. (2002). Gender and perceived self-efficacy in self-regulated learning. Theory into practice, 41(2), 116-125.
Pajares, F., & Kranzler, J. (1995). Self-efficacy beliefs and general mental ability in mathematical problem-solving. Contemporary educational psychology, 20(4), 426-443.
Pape, S. J., & Wang, C. (2003). Middle school children’s strategic behavior: Classification and relation to academic achievement and mathematical problem solving. Instructional Science, 31(6), 419-449.
Pianta, R. C., Belsky, J., Vandergrift, N., Houts, R., & Morrison, F. J. (2008). Classroom effects on children’s achievement trajectories in elementary school. American Educational Research Journal, 45(2), 365-397.
Pomerantz, E. M., Grolnick, W. S., & Price, C. E. (2005). The role of parents in how children approach achievement. Handbook of competence and motivation, 259-278.
Pungello, E. P., Kainz, K., Burchinal, M., Wasik, B. H., Sparling, J. J., Ramey, C. T., & Campbell, F. A. (2010). Early Educational Intervention, Early Cumulative Risk, and the Early Home Environment as Predictors of Young Adult Outcomes Within a High‐Risk Sample. Child development, 81(1), 410-426.
Ramey, C. T., Campbell, F. A., Burchinal, M., Skinner, M. L., Gardner, D. M., & Ramey, S. L. (2000). Persistent effects of early childhood education on high-risk children and their mothers. Applied developmental science, 4(1), 2-14.
Rice, K. G., Lopez, F. G., Richardson, C. M., & Stinson, J. M. (2013). Perfectionism moderates stereotype threat effects on STEM majors’ academic performance. Journal of counseling psychology, 60(2), 287.
Rittmayer, A. D., & Beier, M. E. (2008). Overview: Self-efficacy in STEM. SWE-AWE CASEE Overviews.
Robinson, M. (2003). Student enrollment in high school AP sciences and calculus: How does it correlate with STEM careers? Bulletin of Science, Technology & Society, 23(4), 265-273.
Rosenbaum, J. E., Miller, S. R., & Krei, M. S. (1996). Gatekeeping in an era of more open gates: High school counselors’ views of their influence on students’ college plans. American Journal of Education, 257-279.
Salzman, H., & Lowell, B. L. (2007). Into the eye of the storm: Assessing the evidence on science and engineering education, quality, and workforce demand. Quality, and Workforce Demand (October 29, 2007).
Solorzano, D. G., & Ornelas, A. (2004). A critical race analysis of Latina/o and African American advanced placement enrollment in public high schools. The High School Journal, 87(3), 15-26.
Solorzano, D., & Ornelas, A. (2002). A critical race analysis of advanced placement classes: A case of educational inequality. Journal of Latinos and Education, 1(4), 215-229.
Trounson, R., & Colvin, R. (2002). The Nation: Rapid growth of Advanced Placement classes raises concerns. Los Angeles Times.
Usher, E. L. (2009). Sources of middle school students’ self-efficacy in mathematics: A qualitative investigation. American Educational Research Journal, 46(1), 275-314.
Usher, E. L., & Pajares, F. (2006). Sources of academic and self-regulatory efficacy beliefs of entering middle school students. Contemporary educational psychology, 31(2), 125-141.
Usher, E. L., & Pajares, F. (2008). Sources of self-efficacy in school: Critical review of the literature and future directions. Review of educational research, 78(4), 751-796.
Wang, X. (2013). Why students choose STEM majors motivation, high school learning, and postsecondary context of support. American Educational Research Journal, 0002831213488622.
Whiting, G. W., & Ford, D. Y. (2009). Multicultural Issues: Black Students and Advanced Placement Classes: Summary, Concerns, and Recommendations. Gifted Child Today, 32(1), 23-26.
Wigfield, A., & Eccles, J. S. (1994). Children’s competence beliefs, achievement values, and general self-esteem change across elementary and middle school. The Journal of Early Adolescence, 14(2), 107-138.
Zarate, M. E., & Pachon, H. P. (2006). Perceptions of College Financial Aid among California Latino Youth. Policy Brief. Tomas Rivera Policy Institute.
Zeldin, A. L., Britner, S. L., & Pajares, F. (2008). A comparative study of the self‐efficacy beliefs of successful men and women in mathematics, science, and technology careers. Journal of Research in Science Teaching, 45(9), 1036-1058.
Zimmerman, B. J. (2000). Self-efficacy: An essential motive to learn. Contemporary educational psychology, 25(1), 82-91.
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into practice, 41(2), 64-70.
Zimmerman, B. J., Bandura, A., & Martinez-Pons, M. (1992). Self-motivation for academic attainment: The role of self-efficacy beliefs and personal goal setting. American Educational Research Journal, 29(3), 663-676.