Skip to main content
Log in

The Effect of Positive Faculty Support on Mathematical Self-Concept for Male and Female Students in STEM Majors

  • Published:
Research in Higher Education Aims and scope Submit manuscript

Abstract

Using hierarchical linear modeling, this study examined how positive faculty support is associated with mathematical self-concept development among students in STEM fields and how the association differs for male and female students. The study utilized data from the 2003 Freshman Survey and the 2007 College Senior Survey (CSS) and a sample of 2184 students across 27 baccalaureate institutions nationwide. This study found that positive faculty support was significantly and positively related to STEM students’ mathematical self-concept development in general; however, this positive connection held for male STEM students only. Findings also suggested that female STEM students’ mathematical self-concept remained significantly below males’ throughout college and positive faculty support did not narrow the persistent gender gap in this area. The study discusses the theoretical and practical implications of the findings.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Alper, J. (1993). The pipeline is leaking women all the way along. Science, 260, 409–411.

    Google Scholar 

  • Anaya, G., & Cole, D. (2001). Latina/o student achievement: Exploring the influence of student-faculty interactions on college grades. Journal of College Student Development, 42(1), 3–14.

    Google Scholar 

  • Archer, J., & Macrae, M. (1991). Gender perceptions of school subjects among 10-11 year olds. British Journal of Educational Psychology, 61, 99–103.

    Google Scholar 

  • Aronson, J., & Steele, C. M. (2005). Stereotypes and the fragility of academic competence, motivation, and self-concept. In E. J. Elliot & C. S. Dweck (Eds.), Handbook of competence and motivation (pp. 436–456). New York: Guilford Press.

    Google Scholar 

  • Astin, A. W. (1977). Four critical years: Effects of college on beliefs, attitudes, and knowledge. San Francisco, CA: Jossey-Bass.

    Google Scholar 

  • Astin, A. W. (1984). Student involvement: A developmental theory for higher education. Journal of College Student Personnel, 25(3), 297–308.

    Google Scholar 

  • Astin, A. W. (1993). What matters in college: Four critical years revisited. San Francisco: Jossey-Bass.

    Google Scholar 

  • Astin, A. W., Keup, J. R., & Lindholm, J. A. (2002). A decade of changes in undergraduate education: A national study of system “transformation”. The Review of Higher Education, 25(2), 141–162.

    Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice Hall.

    Google Scholar 

  • Bandura, A. (1997). Self-efficacy: The exercise of control. New York: W.H. Freeman and Company.

    Google Scholar 

  • Baxter Magolda, M. B. (1992). Knowing and reasoning in college: Gender-related patterns in students’ intellectual development. San Francisco: Jossey-Bass.

    Google Scholar 

  • Bean, J. P. (1980). Dropouts and turnover: The synthesis and test of a causal model of student attrition. Research in Higher Education, 12(2), 155–187.

    Google Scholar 

  • Beard, K. (2014, January 9). Million women mentors launched to fill the gap of women in STEM fields. U.S. News. & World Report. Retrieved from http://www.usnews.com/news/stem-solutions/articles/2014/01/09/million-women-mentors-launched-to-fill-the-gap-of-women-in-stem-fields.

  • Belenky, M. F., Clinchy, B. M., Goldberger, N. R., & Tarule, J. M. (1986). Women’s ways of knowing: The development of self, voice, and mind. New York: Basic Books.

    Google Scholar 

  • Berger, J. (2000). Optimizing capital, social reproduction, and undergraduate persistence. In J. Braxton (Ed.), Reworking the student departure puzzle (pp. 95–124). Nashville, TN: Vanderbilt University Press.

    Google Scholar 

  • Betz, N. E., Hackett, G. (1981). The relationship of career-related self-efficacy expectation to perceived career options in college women and men. Journal of Counseling Psychology, 28, 399–410.

    Google Scholar 

  • Blickenstaff, J. C. (2005). Women and science careers. Gender and Education, 17(2), 369–386.

    Google Scholar 

  • Boaler, J. (2002). Experiencing school mathematics: Traditional and reform approaches to teaching and their impact on student learning (Revised and expanded ed.). Mahwah, NJ: Routledge.

    Google Scholar 

  • Bransford, J. D., Brown, A. L., & Cocking, R. R. (2000). How people learn: Brain, mind, experience, and school. Washington, DC: National Academy Press.

    Google Scholar 

  • Brown, B. A. (2004). Discursive identity: Assimilation into the culture of science and its implications for minority students. Journal of Research in Science Teaching, 41(8), 810–834.

    Google Scholar 

  • Byrne, B. M. (1996). Measures of self-concept for young children. In B. M. Byrne (Ed.), Measuring self-concept across the life span: Issues and instrumentation (pp. 69–84). Washington, DC: American Psychological Association.

    Google Scholar 

  • Caison, A. L. (2007). Analysis of Institutionally specific retention research: A comparison between survey and institutional database methods. Research in Higher Education, 48(4), 435–451.

    Google Scholar 

  • Carlone, H. B., & Johnson, A. (2007). Understanding the science experiences of successful women of color: Science identity as an analytic lens. Journal of Research in Science Teaching, 44(8), 1187–1218.

    Google Scholar 

  • Cech, E., Rubineau, B., Silbey, S., & Seron, C. (2011). Professional role confidence and gendered persistence in engineering. American Sociological Review, 76(5), 641–666.

    Google Scholar 

  • Chemers, M. M., Zurbriggen, E. L., Syed, M., Goza, B. K., & Bearman, S. (2011). The role of efficacy and identity in science career commitment among underrepresented minority students. Journal of Social Issues, 67(3), 469–491.

    Google Scholar 

  • Clark, R. K., Walker, M., & Keith, S. (2002). Experimentally assessing the student impacts of out-of-class communication: Office visits and the student experience. Journal of College Student Development, 43(6), 824–837.

    Google Scholar 

  • Clifton, R. A., Perry, R. P., Roberts, L. W., & Peter, T. (2008). Gender, psychosocial dispositions, and the academic achievement of college students. Research in Higher Education, 49(8), 684–703.

    Google Scholar 

  • Cokley, K. (2000). Perceived faculty encouragement and its influence on college students. Journal of College Student Development, 41(3), 348–352.

    Google Scholar 

  • Colbeck, C. L., Cabrera, A. F., & Terenzini, P. T. (2001). Learning professional confidence: Linking teaching practices, students’ self-perceptions, and gender. The Review of Higher Education, 24(2), 173–191.

    Google Scholar 

  • Cole, D. (2007). Do interracial interactions matter?: An examination of student-faculty contact and intellectual self-concept. The Journal of Higher Education, 78(3), 248–272.

    Google Scholar 

  • Cole, D. (2011). Debunking anti-intellectualism: An examination of African American college students’ intellectual self-concepts. The Review of Higher Education, 34(2), 259–282.

    Google Scholar 

  • Cole, D., & Espinoza, A. (2008). Examining the academic success of Latino students in science technology engineering and mathematics (STEM) majors. Journal of College Student Development, 49(4), 285–300.

    Google Scholar 

  • Cooper, S. E., & Robinson, D. A. (1989). The influence of gender and anxiety on mathematics performance. Journal of College Student Development, 30(5), 459–461.

    Google Scholar 

  • Cordero, E. D., Porter, S. H., Israel, T., & Brown, M. T. (2010). Math and science pursuits: A self-efficacy intervention comparison study. Journal of Career Assessment, 18(4), 362–375.

    Google Scholar 

  • Cotton, S. R., & Wilson, B. (2006). Student-faculty interactions: Dynamics and determinants. Higher Education, 51(4), 487–519.

    Google Scholar 

  • Cruce, T. M., Wolniak, G. C., Seifert, T. A., & Pascarella, E. T. (2006). Impacts of good practices on cognitive development, learning orientations, and graduate degree plans during the first year of college. Journal of College Student Development, 47(4), 365–383.

    Google Scholar 

  • Cuellar, M. (2014). The impact of Hispanic-serving institutions (HSIs), emerging HSIs, and non-HSIs on Latina/o academic self-concept. The Review of Higher Education, 37(4), 499–530.

    Google Scholar 

  • Daempfle, P. A. (2003). An analysis of the high attrition rates among first year college science, math, and engineering majors. Journal of College Student Retention: Research, Theory & Practice, 5(1), 37–52.

    Google Scholar 

  • Dika, S. L. (2012). Relations with faculty as social capital for college students: Evidence from Puerto Rico. Journal of College Student Development, 53(4), 596–610.

    Google Scholar 

  • Eagan, M. K., Hurtado, S., Chang, M. J., Garcia, G. A., Herrera, F. A., & Garibay, J. C. (2013). Making a difference in science education: The impact of undergraduate research programs. American Educational Research Journal, 50(4), 683–713.

    Google Scholar 

  • Eagan, J., Sharkness, J., Hurtado, S., Mosqueda, C. M., & Chang, M. J. (2011). Engaging undergraduates in science research: Not just about faculty willingness. Research in Higher Education, 52(2), 151–177.

    Google Scholar 

  • Eccles, J. S. (1987). Gender roles and women’s achievement related decisions. Psychology of Women Quarterly, 11, 135–172.

    Google Scholar 

  • Eccles, J., Adler, T. F., & Meece, J. L. (1984). Sex differences in achievement: A test of alternate theories. Journal of Personality and Social Psychology, 46, 26–43.

    Google Scholar 

  • Eccles, J., Wigfield, A., Flanagan, C., Miller, C., Reuman, D., & Yee, D. (1989). Self-concepts, domain values, and self-esteem: Relations and changes at early adolescence. Journal of Personality, 57(2), 283–310.

    Google Scholar 

  • Eccles, J., Wigfield, A., Harold, R., & Blumenfeld, P. (1993). Age and gender differences in children’s self- and task perceptions during elementary school. Child Development, 64, 830–947.

    Google Scholar 

  • Endo, J. J., & Harpel, R. L. (1982). The effect of student-faculty interaction on students’ educational outcomes. Research in Higher Education, 16(2), 115–138.

    Google Scholar 

  • Ewell, P., & Jones, D. (1996). Indicators of good practice in undergraduate education: A handbook for development and implementation. Boulder, CO: National Center for Higher Education Management Systems.

    Google Scholar 

  • Felder, R. M., Felder, G. N., Mauney, M., Hamrin, C. E., Jr., & Dietz, F. J. (1995). A longitudinal study of engineering student performance and retention: Gender differences in student performances and attitudes. Journal of Engineering Education, 84(2), 151–163.

    Google Scholar 

  • Feldman, K. A., & Newcomb, T. M. (1969). The impact of college on students. San Francisco: Jossey-Bass.

    Google Scholar 

  • Feldman, K. A., Smart, J. C., & Ethington, C. A. (2008). Using Holland’s theory to study patterns of college student success. In J. C. Smart (Ed.), Higher education: Handbook of theory and research (Vol. 23, pp. 329–380). Dordrecht: Springer.

    Google Scholar 

  • Fennema, E., Peterson, P. L., Carpenter, T. P., & Lubinski, C. A. (1990). Teachers’ attributions and beliefs about girls, boys, and mathematics. Educational Studies in Mathematics, 21(1), 55–69.

    Google Scholar 

  • Ferrare, J. J., & Hora, M. T. (2014). Cultural models of teaching and learning in math and science: Exploring the intersections of culture, cognition, and pedagogical situations. The Journal of Higher Education, 85(6), 792–825.

    Google Scholar 

  • Forgasz, H. J., & Leder, G. C. (1996). Mathematics classroom, gender and affect. Mathematics Education Research Journal, 8(2), 153–173.

    Google Scholar 

  • Forgasz, H. J., Leder, G. C., & Kloosterman, P. (2004). New perspectives on the gender stereotyping of mathematics. Mathematical Thinking and Learning, 6(4), 389–420.

    Google Scholar 

  • Fredricks, J. A., & Eccles, J. S. (2002). Children’s competence and value beliefs from childhood through adolescence: Growth trajectories in two “male-typed” domains. Developmental Psychology, 38(4), 519–534.

    Google Scholar 

  • Gainen, J. (1995). Barriers to success in quantitative gatekeeper courses. In J. Gainen & E. W. Williamsen (Eds.), Fostering student success in quantitative gateway courses (pp. 61, 5–14). San Francisco: Jossey-Bass.

    Google Scholar 

  • Gainor, K. A. (2006). Twenty-five years of self-efficacy in career assessment and practice. Journal of Career Assessment, 14, 161–178.

    Google Scholar 

  • Gayles, J. G., & Ampaw, F. (2014). The impact of college experiences on degree completion in STEM fields at four-year institutions: Does gender matter? The Journal of Higher Education, 85(4), 439–468.

    Google Scholar 

  • Gayles, J. G., & Hu, S. (2009). The influence of student engagement and sport participation on college outcomes among division I student athletes. Journal of Higher Education, 80(3), 315–333.

    Google Scholar 

  • Gecas, V. (1982). The self-concept. Annual Review of Sociology, 8, 1–33.

    Google Scholar 

  • Gilligan, C. (1982). In a different voice: Psychological theory and women’s development. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Hackett, G., Betz, N. E., Casa, J. M., & Rocha-Singh, I. A. (1992). Gender, ethnicity, and social cognitive factors predicting the academic achievement of students in engineering. Journal of Counseling Psychology, 39, 527–538.

    Google Scholar 

  • Handelsman, J., Ebert-May, D., Beichner, R., Bruns, P., Chang, A., DeHaan, R., et al. (2004). Policy forum: Scientific teaching. Science, 304, 521–522.

    Google Scholar 

  • Hart, L. (1989). Classroom processes, sex of students and confidence in learning mathematics. Journal of Research in Mathematics Education, 20(3), 242–260.

    Google Scholar 

  • Hawks, B. K., & Spade, J. Z. (1998). Women and men engineering students: Anticipation of family and work roles. Journal of Engineering Education, 87(3), 249–256.

    Google Scholar 

  • Hernandez, J. C. (2000). Understanding the retention of Latino college students. Journal of College Student Development, 41(6), 575–588.

    Google Scholar 

  • Hesse-Biber, S., & Marino, M. (1991). From high school to college: Changes in women’s self-concept and its relationship to eating problems. The Journal of Psychology, 125(2), 199–216.

    Google Scholar 

  • Huang, P. M., & Brainard, S. G. (2001). Identifying determinants of academic self-confidence among science, math, engineering, and technology students. Journal of Women and Minorities in Science and Engineering, 7(4), 315–337.

    Google Scholar 

  • Hurd, P. (1997). Inventing science education for the new millennium. New York: Teachers College Press.

    Google Scholar 

  • Hurtado, S., Cabrera, N., Lin, M., Arellano, A., & Espinosa, L. (2009). Diversifying science: Underrepresented student experiences in structured research programs. Research in Higher Education, 50(2), 189–214.

    Google Scholar 

  • Hutchison, M. A., Follman, D. K., Sumpter, M., & Bodner, G. M. (2006). Factors influencing the self-efficacy beliefs of first-year engineering students. Journal of Engineering Education, 95, 39–47.

    Google Scholar 

  • Hyde, J., Fennema, E., & Lamon, S. (1990). Gender differences in mathematics performance: A meta-analysis. Psychological Bulletin, 107(2), 139–155.

    Google Scholar 

  • Hyde, M. S., & Gess-Newsome, J. (1999). Adjusting educational practice to increase female persistence in the sciences. Journal of College Student Retention, 1, 335–356.

    Google Scholar 

  • Jackson, A. P., Smith, S. A., & Hill, C. L. (2003). Academic persistence among Native American college students. Journal of College Student Development, 44(4), 549–565.

    Google Scholar 

  • Jacobs, J. E. (1991). Influence of gender stereotypes on parent and child mathematics attitudes. Journal of Educational Psychology, 83, 518–527.

    Google Scholar 

  • Jessor, R. (1981). The perceived environment in psychological theory and research. In D. Magnusson (Ed.), Toward a psychology of situations. Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Kelly, G. J. (2007). Discourse in science classrooms. In S. K. Abell & N. G. Lederman (Eds.), Handbook of research on science education. Mahwah, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Kezar, A., & Moriarty, D. (2000). Expanding our understanding of student leadership development: A study exploring gender and ethnic identity. Journal of College Student Development, 41(1), 55–69.

    Google Scholar 

  • Kim, Y. K. (2010). Racially different patterns of student-faculty interaction in college: A focus on levels, effects, and causal directions. Journal of the Professoriate, 3(2), 161–189.

    Google Scholar 

  • Kim, Y. K., & Sax, L. J. (2009). Student-faculty interaction in research universities: Differences by student gender, race, social class, and first-generation status. Research in Higher Education, 50(5), 437–459.

    Google Scholar 

  • Kim, Y. K., & Sax, L. J. (2011). Are the effects of student-faculty interaction dependent on major? An examination using multi-level modeling. Research in Higher Education, 52(6), 589–615.

    Google Scholar 

  • Kim, Y. K., & Sax, L. J. (2014). The effects of student–faculty interaction on academic self-concept: Does academic major matter? Research in Higher Education, 55(8), 780–809.

    Google Scholar 

  • Koehler, M. S. (1990). Classrooms, teachers and gender differences in mathematics. In E. Fennema & G. C. Leder (Eds.), Mathematics and gender (pp. 128–148). New York: Teachers’ College Press.

    Google Scholar 

  • Komarraju, M., Musulkin, S., & Bhattacharya, G. (2010). Role of student-faculty interactions in developing college students’ academic self-concept, motivation, and achievement. Journal of College Student Development, 51(3), 332–342.

    Google Scholar 

  • Laird, T. F. N., Shoup, R., Kuh, G. D., & Schwarz, M. J. (2008). The effects of discipline on deep approaches to student learning and college outcomes. Research in Higher Education, 49, 469–494.

    Google Scholar 

  • Lau, L. K. (2003). Institutional factors affecting student retention. Education, 124(1), 126–136.

    Google Scholar 

  • Laursen, S., Seymour, E., Hunter, A. B., Thiry, H., & Melton, G. (2010). Undergraduate research in the sciences: Engaging students in real science. San Francisco, CA: Jossey-Bass.

    Google Scholar 

  • Lent, R. W., Brown, S. D., & Gore, P. A., Jr. (1997). Discriminant and predictive validity of academic self-concept, academic self-efficacy, and mathematics-specific self-efficacy. Journal of Counseling Psychology, 44(3), 307–315.

    Google Scholar 

  • Little, R. J. A., & Rubin, D. B. (1987). Statistical analysis with missing data. New York, NY: Wiley.

    Google Scholar 

  • Little, R. J. A., & Rubin, D. B. (2002). Statistical analysis with missing data (2nd ed.). Hoboken, NJ: Wiley.

    Google Scholar 

  • Litzler, E., Samuelson, C. C., & Lorah, J. A. (2014). Breaking it down: Engineering student STEM confidence at the intersection of race/ethnicity and gender. Research in Higher Education, 55(8), 810–832.

    Google Scholar 

  • Lundberg, C. A. (2014a). Institutional support and interpersonal climate as predictors of learning for Native American students. Journal of College Student Development, 55(3), 263–277.

    Google Scholar 

  • Lundberg, C. A. (2014b). Peers and faculty as predictors of learning for community college students. Community College Review, 42(2), 79–98.

    Google Scholar 

  • Lundberg, C. A., & Schreiner, L. A. (2004). Quality and frequency of faculty-student interaction as predictors of learning: An analysis by student race/ethnicity. Journal of College Student Development, 45(5), 549–565.

    Google Scholar 

  • Marra, R. M., Rodgers, K. A., Shen, D., & Bogue, B. (2009). Women engineering students and self-efficacy: A multi-year, multi-institution study of women engineering student self-efficacy. Journal of Engineering Education, 98(1), 27–38.

    Google Scholar 

  • Marra, R. M., Rodgers, K., Shen, D., & Bogue, B. (2012). Leaving engineering: A multi-year single institution study. Journal of Engineering Education, 101(1), 6–27.

    Google Scholar 

  • Marsh, H. W., Smith, I. D., & Barnes, J. (1985). Multidimensional self-concepts: Relations with sex and academic achievement. Journal of Educational Psychology, 77(5), 581–596.

    Google Scholar 

  • Mayhew, M. J., Grunwald, H. E., & Dey, E. L. (2005). Curriculum matters: Creating a positive climate for diversity from the student perspective. Research in Higher Education, 46(4), 389–412.

    Google Scholar 

  • McGraw, R., Lubienski, S. T., & Strutchens, M. E. (2006). A closer look at gender in NAEP mathematics achievement and affect data: Intersections with achievement, race/ethnicity, and socioeconomic status. Journal for Research in Mathematics Education, 37, 129–150.

    Google Scholar 

  • Meece, J. L., & Jones, M. G. (1996). Gender differences in motivation and strategy use: Are girls rote learners? Journal of Research on Science Teaching, 33, 393–406.

    Google Scholar 

  • Meece, J., Parsons, J., Kaczala, C., Goff, S., & Futterman, R. (1982). Sex differences in math achievement: Toward a model of academic choice. Psychological Bulletin, 91, 324–348.

    Google Scholar 

  • Meece, J. L., Wigfield, A., & Eccles, J. S. (1990). Predictors of math anxiety and its influence on young adolescents’ course enrollment intentions and performance in mathematics. Journal of Educational Psychology, 82(1), 60–70.

    Google Scholar 

  • Nasir, N. S. (2002). Identity, goals, and learning: Mathematics in cultural practice. Mathematical Thinking and Learning, 4(2–3), 213–247.

    Google Scholar 

  • Neuhauser, A. (2014, February 6). Minorities, women still underrepresented in STEM fields, study finds. U.S. News. & World Report. Retrieved from http://www.usnews.com/news/stem-solutions/articles/2014/02/06/minorities-women-still-underrepresented-in-stem-fields-study-finds.

  • Pajares, F. (2005). Gender differences in mathematics self-efficacy beliefs. New York, NY: Cambridge University Press.

    Google Scholar 

  • Pajares, F., & Miller, M. D. (1994). The role of self-efficacy and self-concept beliefs in mathematical problem-solving: A path analysis. Journal of Educational Psychology, 86, 193–203.

    Google Scholar 

  • Pascarella, E. T. (1985). College environmental influences on learning and cognitive development: A critical review and synthesis. In J. C. Smart (Ed.), Higher education: Handbook of theory and research (Vol. 1, pp. 1–61). New York: Agathon Press.

    Google Scholar 

  • Pascarella, E. T., Edison, M. I., Nora, A., Hagedorn, L. S., & Braxton, J. M. (1996). Effects of teacher organization/preparation and teacher skill/clarity on general cognitive skills in college. Journal of College Student Development, 37(1), 7–19.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (1976). Informal interaction with faculty and freshman ratings of academic and nonacademic experience of college. Journal of Educational Research, 70, 35–41.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (1977). Patterns of student-faculty informal interaction beyond the classroom and voluntary freshman attribution. The Journal of Higher Education, 48, 540–552.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (1978). Student-faculty informal relationship and freshman year educational outcomes. Journal of Educational Research, 71, 183–189.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (1979). Student-faculty informal contact and college persistence: A further investigation. Journal of Educational Research, 72, 214–218.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (1991). How college affects students: Findings and insights from twenty years of research. San Francisco, CA: Jossey-Bass.

    Google Scholar 

  • Pascarella, E. T., & Terenzini, P. T. (2005). How college affects students. (Vol. 2): A third decade of research. San Francisco, CA: Jossey-Bass.

    Google Scholar 

  • Pierson, C., Wolniak, G., Pascarella, E., & Flowers, L. (2003). Impacts of two-year and four-year college attendance on learning orientations. The Review of Higher Education, 26, 299–321.

    Google Scholar 

  • Randhawa, B. S., Beamer, J. E., & Lundberg, I. (1993). Role of mathematics self-efficacy in the structural model of mathematics achievement. Journal of Educational Psychology, 85(1), 41–48.

    Google Scholar 

  • Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: Sage.

    Google Scholar 

  • Reyes, L. H. (1984). Affective variables and mathematics education. The Elementary School Journal, 84(5), 558–581.

    Google Scholar 

  • Rosenberg, M., & Kaplan, H. B. (1982). Social psychology of the self-concept. Arlington Heights, Ill: Harlan Davidson.

    Google Scholar 

  • Rosenberg, M., Schooler, C., Schoenbach, C., & Rosenberg, F. (1995). Global self-esteem and specific self-esteem: Different concepts, different outcomes. American Sociological Review, 60(1), 141–156.

    Google Scholar 

  • Rugutt, J., & Chemosit, C. C. (2009). What motivates students to learn? Contribution of student-to-student relations, student-faculty interaction and critical thinking skills. Educational Research Quarterly, 32(3), 16–28.

    Google Scholar 

  • Sadker, M., & Sadker, D. (1994). Failing at fairness: How America’s schools cheat girls. New York: Charles Scribner’s Sons.

    Google Scholar 

  • Salisbury, M. H., Paulsen, M. B., & Pascarella, E. T. (2010). To see the world or stay at home: Applying an integrated student choice model to explore the gender gap in the intent to study abroad. Research in Higher Education, 51(7), 615–640.

    Google Scholar 

  • Santiago, A. M., & Einarson, M. K. (1998). Background characteristics as predictors of academic self-confidence and academic self-efficacy among graduate science and engineering students. Research in Higher Education, 39(2), 163–198.

    Google Scholar 

  • Sax, L. J. (1994a). Mathematical self-concept: How college reinforces the gender gap. Research in Higher Education, 35(2), 141–166.

    Google Scholar 

  • Sax, L. J. (1994b). Predicting gender and major-field differences in mathematical self-concept during college. Journal of Women and Minorities in Science and Engineering, 1(4), 291–307.

    Google Scholar 

  • Sax, L. J. (2001). Undergraduate science majors: Gender differences in who goes to graduate school. The Review of Higher Education, 24(2), 153–172.

    Google Scholar 

  • Sax, L. J. (2008). The gender gap in college: Maximizing the developmental potential of women and men. San Francisco, CA: Jossey-Bass.

    Google Scholar 

  • Sax, L. J., Bryant, A. N., & Harper, C. E. (2005). The differential effects of student-faculty interaction on college outcomes for women and men. Journal of College Student Development, 46(6), 642–659.

    Google Scholar 

  • Sax, L. J., Kanny, M. A., Riggers-Piehl, T. A., Whang, H., & Paulson, L. N. (2015). “But I’m not good at math”: The changing salience of mathematical self-concept in shaping women’s and men’s STEM aspirations. Research in Higher Education, 56(8), 813–842.

    Google Scholar 

  • Schunk, D. H. (1989). Self-efficacy and achievement behaviors. Educational Psychology Review, 1, 173–208.

    Google Scholar 

  • Schunk, D. H. (1991). Self-efficacy and academic motivation. Educational Psychologist, 26(3–4), 207–231.

    Google Scholar 

  • Seifert, T. A., Gillig, B., Hanson, J. M., Pascarella, E. T., & Blaich, C. F. (2014). The conditional nature of high impact/good practices on student learning outcomes. The Journal of Higher Education, 85(4), 531–564.

    Google Scholar 

  • Seymour, E., & Hewitt, N. M. (1997). Talking about leaving: Why undergraduates leave the sciences. Boulder, CO: Westview Press.

    Google Scholar 

  • Shavelson, R. J., & Bolus, R. (1982). Self-concept: The interplay of theory and methods. Journal of Educational Psychology, 74(1), 3–17.

    Google Scholar 

  • Sherman, J. (1982). Continuing in mathematics: A longitudinal study of the attitudes of high school girls. Psychology of Women Quarterly, 7(2), 132–140.

    Google Scholar 

  • Sherman, J. (1983). Factors predicting girls’ and boys’ enrollment in college preparatory mathematics. Psychology of Women Quarterly, 7(3), 272–281.

    Google Scholar 

  • Smart, J. C., & Pascarella, E. T. (1986). Self-concept development and educational degree attainment. Higher Education, 15(1–2), 3–15.

    Google Scholar 

  • Smith, D. G., Morrison, D. E., & Wolf, L. E. (1994). College as a gendered experience: An empirical analysis using multiple lenses. The Journal of Higher Education, 65(6), 696–725.

    Google Scholar 

  • Spady, W. (1970). Dropouts from higher education: An interdisciplinary review and synthesis. Interchange, 1, 64–85.

    Google Scholar 

  • Spady, W. (1971). Dropouts from higher education: Toward an empirical model. Interchange, 2, 38–62.

    Google Scholar 

  • Steinback, M., & Gwizdala, J. (1995). Gender differences in mathematics attitudes of secondary students. School Science and Mathematics, 95(1), 36–41.

    Google Scholar 

  • Strauss, L. C., & Terenzini, P. T. (2007). The effects of students’ in- and out-of-class experiences on their analytical and group skills: A study of engineering education. Research in Higher Education, 48(8), 967–992.

    Google Scholar 

  • Strenta, A. C., Elliott, R., Adair, R., Matier, M., & Scott, J. (1994). Choosing and leaving science in highly selective institutions. Research in Higher Education, 35(5), 513–547.

    Google Scholar 

  • Tanner, K., & Allen, D. (2004). Approaches to biology teaching and learning: Learning styles and the problem of instructional selection—Engaging all students in science courses. Cell Biology Education, 3(4), 197–201.

    Google Scholar 

  • Terenzini, P. T., & Pascarella, E. T. (1980). Student/faculty relationships and freshman year educational outcomes: A further investigation. Journal of College Student Personnel, 21(6), 521–528.

    Google Scholar 

  • Tinto, V. (1975). Dropout from higher education: A theoretical synthesis of recent research. Review of Educational Research, 45, 89–125.

    Google Scholar 

  • Tinto, V. (1987). Leaving college: Rethinking the causes and curses of student attrition. Chicago: University of Chicago Press.

    Google Scholar 

  • Tinto, V. (1993). Leaving college: Rethinking the causes and curses of student attrition (2nd ed.). Chicago, IL: University of Chicago Press.

    Google Scholar 

  • Tovar, E. (2015). The role of faculty, counselors, and support programs on Latino/a community college students’ success and intent to persist. Community College Review, 43(1), 46–71.

    Google Scholar 

  • Umbach, P. D., & Wawrzynski, M. R. (2005). Faculty do matter: The role of college faculty in student learning and engagement. Research in Higher Education, 46(2), 153–184.

    Google Scholar 

  • U.S. Department of Commerce. (2011). Women in STEM: A gender gap to innovation. Retrieved from http://www.esa.doc.gov/sites/default/files/womeninstemagaptoinnovation8311.pdf.

  • Volkwein, J., King, M., & Terenzini, P. T. (1986). Student-faculty relationships and intellectual growth among transfer students. The Journal of Higher Education, 57, 413–430.

    Google Scholar 

  • Wang, T. R. (2014). Formational turning points in the transition to college: Understanding how communication events shape first-generation students’ pedagogical and interpersonal relationships with their college teachers. Communication Education, 63(1), 63–82.

    Google Scholar 

  • Watkins, J., & Mazur, E. (2013). Retaining students in science, technology, engineering, and mathematics (STEM) Majors. Journal of College Science Teaching, 42(5), 36–41.

    Google Scholar 

  • Watt, H. M. (2006). The role of motivation in gendered educational and occupational trajectories related to maths. Educational Research and Evaluation, 12(4), 305–322.

    Google Scholar 

  • Weidman, J. (1989). Undergraduate socialization: A conceptual approach. In J. Smart (Ed.), Higher education: Handbook of theory and research (Vol. 5). New York: Agathon Press.

    Google Scholar 

  • Wigfield, A., & Karpathian, M. (1991). Who am I and what can I do? Children’s self-concepts and motivation in achievement situations. Educational Psychologist, 26(3–4), 233–261.

    Google Scholar 

  • 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), 215–246.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Young K. Kim.

Appendices

Appendix 1

See Table 7.

Table 7 Number of students by institution and gender

Appendix 2

See Table 8.

Table 8 Variable definitions and coding schemes

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kim, Y.K., Sax, L.J. The Effect of Positive Faculty Support on Mathematical Self-Concept for Male and Female Students in STEM Majors. Res High Educ 59, 1074–1104 (2018). https://doi.org/10.1007/s11162-018-9500-8

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11162-018-9500-8

Keywords

Navigation