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BACKGROUND CHARACTERISTICS AS PREDICTORS OF ACADEMIC SELF-CONFIDENCE AND ACADEMIC SELF-EFFICACY AMONG GRADUATE SCIENCE AND ENGINEERING STUDENTS

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Abstract

This study uses data from the 1995-96 Graduate Experience Project to explore differences among, and possible predictors of, academic self-confidence, academic self-efficacy, and outcome expectations of entering graduate students in science and engineering. The results suggest that at time of entry, women and U.S. minority graduate students entered with similar academic credentials and academic expectations as their Anglo male peers. Further, gender was not found to be a significant factor in predicting academic self-confidence, academic self-efficacy, or careerrelated outcome expectations. Rather, student perceptions of academic preparedness, status-related disadvantages, and expectations about faculty/student interactions emerged as significant predictors of academic self-efficacy and career-related outcome expectations.

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REFERENCES

  • Adams, Howard G. (1988). Advanced degrees for minority students in engineering. Engineering Education 78: 775–777.

    Google Scholar 

  • Adams, Howard G. (1993). Focusing on the Campus Milieu: A Guide for Enhancing the Graduate School Climate. Notre Dame, IN: University of Notre Dame, National Consortium for Graduate Degrees for Minorities in Engineering and Science, Inc. (GEM).

    Google Scholar 

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

    Google Scholar 

  • Astin, A. W. (1993). What Matters in College? “Four Critical Years” Revisited. San Francisco: Jossey-Bass.

    Google Scholar 

  • Astin, Helen S., and Sax, Linda J. (1994). Undergraduate Women in Science: Personal and Environmental Influences on the Development of Scientific Talent. Los Angeles, CA: Higher Education Research Institute, University of California.

    Google Scholar 

  • Bandura, Albert J. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review 84(2): 191–215.

    Google Scholar 

  • Bandura, Albert J. (1982). Self-efficacy mechanism in human agency. American Psychologist 37(2): 122–147.

    Google Scholar 

  • Bandura, A. J. (1986). Social Foundations of Thought and Action: A Social Cognitive Theory. Englewood Cliffs, NJ: Prentice Hall.

    Google Scholar 

  • Barber, Leslie A. (1995). U.S. women in science and engineering, 1960–1990. Journal of Higher Education 66(2): 213–234.

    Google Scholar 

  • Berg, Helen M., and Ferber, Marianne A. (1983). Men and women graduate students: Who succeeds and why? Journal of Higher Education 54(6): 629–648.

    Google Scholar 

  • Bowen, W. G., and Rudenstine, N. L. (1992). In Pursuit of the Ph.D. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Brown, Steven D., Lent, Robert W., and Larkin, Kevin C. (1989). Self-efficacy as a moderator of scholastic aptitude-academic performance relationships. Journal of Vocational Behavior 35: 64–75.

    Google Scholar 

  • Brush, Stephen G. (1991). Women in science and engineering. American Scientist 79: 404–419.

    Google Scholar 

  • Clewell, Beatriz C., and Ginorio, Angela. B. (1996). Examining women' s progress in the sciences from the perspective of diversity. In Cinda-Sue Davis, Angela B. Ginorio, Carol S. Hollenshead, Barbara B. Lazarus, Paula M. Rayman, and Associates (eds.), The Equity Equation: Fostering the Advancement of Women in the Sciences, Mathematics, and Engineering (pp. 163–231). San Francisco: Jossey-Bass.

    Google Scholar 

  • Estes, W. K. (1972). Reinforcement in human behavior. American Scientist 60: 723–729.

    Google Scholar 

  • Etzkowitz, Henry, Kemelgor, Carol, Neuschatz, Michael, and Uzzi, Brian (1992). Athena unbound: Barriers to women in academic science and engineering. Science and Public Policy 19(3): 157–179.

    Google Scholar 

  • Felder, Richard M., Felder, Gary N., Mauney, Meredith, Hamrin, Charles E., Jr., and Dietz, E. Jacqueline (1995). A longitudinal study of engineering student performance and retention. III. Gender differences in student performance and attitudes. Journal of Engineering Education 84(2): 151–163.

    Google Scholar 

  • Frieze, Irene H., and Hanusa, Barbara H. (1984). Women scientists: Overcoming barriers. Advancements in Motivation and Achievement 2: 139–146.

    Google Scholar 

  • Girves, Jean E., and Wemmerus, Virginia (1988). Developing models of graduate student degree progress. Journal of Higher Education 59(2): 163–189.

    Google Scholar 

  • Hackett, Gail, Betz, Nancy E., Casas, J. Manuel, and Rocha-Singh, Indra A. (1992). Gender, ethnicity, and social cognitive factors predicting the academic achievement of students in engineering. Journal of Counseling Psychology 39(4): 527–538.

    Google Scholar 

  • Hollenshead, Carol S., Wenzel, Stacy A., Lazarus, Barbara B., and Nair, Indira (1996). The graduate experience in the sciences and engineering: Rethinking a gendered institution. In Cinda-Sue Davis, Angela B. Ginorio, Carol S. Hollenshead, Barbara B. Lazarus, Paula M. Rayman, and Associates (eds.), The Equity Equation: Fostering the Advancement of Women in the Sciences, Mathematics, and Engineering (pp. 122–162). San Francisco: Jossey-Bass.

    Google Scholar 

  • Hornig, Lilli S. (1987). Women graduate students: A literature review and synthesis. In Linda S. Dix (ed.), Women: Their Underrepresentation and Career Differentials in Science and Engineering. Proceedings of a Workshop. Washington, DC: National Academy Press.

    Google Scholar 

  • House, James D. (1992). The relationship between academic self-concept, achievement-related expectancies, and college attrition. Journal of College Student Development 33: 5–10.

    Google Scholar 

  • House, James D. (1993). The relationship between academic self-concept and school withdrawal. Journal of Social Psychology 133(1): 125–127.

    Google Scholar 

  • Hurtado, Sylvia (1994). Graduate school racial climates and academic self-concept among minority graduate students in the 1970s. American Journal of Education 102(3): 330–351.

    Google Scholar 

  • Hurtado, Sylvia, and Carter, Deborah F. (1994, November). Environment al influences on students' expectations for doctoral degree progress. Paper presented at the annual conference of the Association for the Study of Higher Education, Tucson, AZ.

  • Isaac, Paul D., Malaney, Gary D., and Karras, John E. (1992). Parental educational level, gender differences, and seniors' aspirations for advanced study. Research in Higher Education 33(5): 595–606.

    Google Scholar 

  • Jackson, Linda A., Gardner, Philip D., and Sullivan, Linda A. (1993). Engineering persistence: Past, present, and future factors and gender differences. Higher Education 26(2): 227–246.

    Google Scholar 

  • Jagacinski, Carolyn M., and LeBold, William K. (1981). A comparison of men and women undergraduates and professional engineers. Engineering Education 72(3): 213–220.

    Google Scholar 

  • Jagacinski, Carolyn M., LeBold, William K., and Linden, Kathryn W. (1987). The relative career advancement of men and women in the United States. Work and Stress 1(3): 235–247.

    Google Scholar 

  • Lent, Robert W., Brown, Steven D., and Larkin, Kevin C. (1986). Self-efficacy in the prediction of academic performance and perceived career options. Journal of Counseling Psychology 33(3): 265–269.

    Google Scholar 

  • Lomperis, Ana M. T. (1990). Are women changing the nature of the academic profession? Journal of Higher Education 61: 644–666.

    Google Scholar 

  • Maccoby, E. E., and Jacklin, C. N. (1974). The Psychology of Sex Differences. Stanford, CA: Stanford University Press.

    Google Scholar 

  • Malaney, Gary D. (1988). Graduate education as an area of research in the field of higher education. In John C. Smart (ed.), Higher Education: Handbook of Theory and Research, vol. 4. New York: Agathon Press.

    Google Scholar 

  • Malcom, Shirley M. (1989). Increasing the participation of black women in science and technology. SAGE 6(2): 15–17.

    Google Scholar 

  • Malcom, Shirley M., Hall, Paula Q., and Brown, Janet W. (1976). The Double Bind: The Price of Being a Minority Woman in Science (AAAS Report No. 76-R-#). Washington, DC: American Association for the Advancement of Science.

    Google Scholar 

  • Mellow, Gail O., and Goldsmith, Diane (1988). Small indignities, large affronts: A qualitative study of graduate life. Paper written for The Status of Women at the University of Connecticut, The Women's Center.

  • Mooney, J. D. (1969). Attrition among Ph.D. candidates: An analysis of a cohort of recent Woodrow Wilson fellows. Journal of Human Resources 3: 47–62.

    Google Scholar 

  • National Science Foundation (1994). Women, Minorities, and Persons with Disabilities in Science and Engineering. (NSF Report No. 94–333). Arlington, VA: Author.

  • National Science Foundation (1995). Selected Data on Science and Engineering Doctorate Awards: 1994 (NSF Report No. 95–337). Arlington, VA: Author.

  • Nerad, Maresi, and Stewart, C. L. (1991). Assessing doctoral student experience: Gender and departmental climate. Paper presented at the annual conference of the Association for Institutional Research, San Francisco, CA.

  • Nettles, Michael T. (1990). Success in doctoral programs: Experiences of minority and white students. American Journal of Education 98: 494–522.

    Google Scholar 

  • Ott, Mary D. (1978). Experiences, aspirations and attitudes of male and female freshmen. Engineering Education 68(4): 326–333, 338.

    Google Scholar 

  • Owen, Steven V., & Froman, Robin B. (1988, April). Development of a college academic self-efficacy scale. Paper presented at the annual meeting of the National Council on Measurement in Education, New Orleans, LA.

  • Pajares, Frank (1996). Assessing self-efficacy beliefs and academic outcomes: The case for specificity and correspondence. Paper presented at the 1996 Annual Meetings of the American Educational Research Association, New York, NY.

  • Pajares, Frank., & Miller, M. David (1994). Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis. Journal of Educational Psychology, 86,(2), 193–203.

    Google Scholar 

  • Pascarella, Ernest T., Smart, John C., Ethington, Corinna, & Nettles, Michael (1987). The influence of college on self-concept: A consideration of race and gender differences. American Educational Research Journal, 24,(1), 49–77.

    Google Scholar 

  • Peng, Samuel S., & Jaffe, Jay (1979). Women who enter male-dominated fields of study in higher education. American Educational Research Journal, 16, 285–293.

    Google Scholar 

  • Santiago, Anna M., & Einarson, Marne K. (1996, April). The graduate experience in engineering and the physical sciences: Gender and ethnic differences in initial expectations and departmental incorporation. Paper presented at the 1996 Annual Meetings of the American Educational Research Association, New York, NY.

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

    Google Scholar 

  • Schroeder, Debra S., & Mynatt, Clifford R. (1993). Female graduate students' perceptions of their interactions with male and female major professors. Journal of Higher Education, 64, 555–573.

    Google Scholar 

  • Sedlacek, William E. (1987). Black students on White campuses: 20 years of research. Journal of College Student Personnel, 28, 484–95.

    Google Scholar 

  • Seymour, Elaine, and Hewitt, Nancy M. (1994). Talking about leaving: Factors contributing to high attrition rates among science, mathematics, and engineering undergraduate majors. Final report to the Alfred P. Sloan Foundation, University of Colorado, Boulder.

    Google Scholar 

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

    Google Scholar 

  • Shavelson, Richard J., Hubner, Judith J., and Stanton, George C. (1976). Self-concept: Validation of construct interpretations. Review of Educational Research 46: 407–441.

    Google Scholar 

  • Sotello Viernes Turner, Caroline, and Thompson, Judith R. (1993). Socializing women doctoral students: Minority and majority experiences. Review of Higher Education 16(3): 355–370.

    Google Scholar 

  • Stage, Frances K., and Maple, Sue (1993, November). Dropping out of the mathematics/science pipeline: Narratives of women doctoral candidates. Paper presented at the annual meeting of the Association for the Study of Higher Education, Pittsburgh, PA.

  • Syverson, Peter D. (1982). Doctorate Recipients from United States Universities: Summary Report 1981. Washington, DC: National Academy Press.

    Google Scholar 

  • Syverson, Peter D., and Forster, L. E. (1983). Doctorate Recipients from United States Universities: Summary Report 1983. Washington, DC: National Academy Press.

    Google Scholar 

  • Tinto, V. (1993). Leaving College: Rethinking the Causes and Cures of Student Attrition, 2nd ed. Chicago: University of Chicago Press.

    Google Scholar 

  • Vetter, Betty M. (1996). Myths and realities of women' s progress in the sciences, mathematics, and engineering. In Cinda-Sue Davis, Angela B. Ginorio, Carol S. Hollenshead, Barbara B. Lazarus, Paula M. Rayman, and Associates (eds.), The Equity Equation: Fostering the Advancement of Women in the Sciences, Mathematics, and Engineering (pp. 29–56). San Francisco: Jossey-Bass.

    Google Scholar 

  • Widnall, Sheila E. (1988). AAAS presidential lecture: Voices from the pipeline. Science 241: 1740–1745.

    Google Scholar 

  • Zappert, Laraine T., and Stansbury, Kendyll (1984). In the Pipeline: A Comparative Analysis of Men and Women in Graduate Programs in Science, Engineering and Medicine at Stanford University (Paper No. 20). Stanford, CA: Stanford University, Institute for Research on Women and Gender.

    Google Scholar 

  • Zwick, Rebecca (1991). Differences in Graduate School Attainment Patterns Across Academic Programs and Demographic Groups (Research Rep. No. 143). Princeton, NJ: Educational Testing Service.

    Google Scholar 

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Santiago, A.M., Einarson, M.K. BACKGROUND CHARACTERISTICS AS PREDICTORS OF ACADEMIC SELF-CONFIDENCE AND ACADEMIC SELF-EFFICACY AMONG GRADUATE SCIENCE AND ENGINEERING STUDENTS. Research in Higher Education 39, 163–198 (1998). https://doi.org/10.1023/A:1018716731516

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