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Volumn 24, Issue 2-3, 2014, Pages 153-192

Why are women underrepresented in Computer Science? Gender differences in stereotypes, self-efficacy, values, and interests and predictors of future CS course-taking and grades

Author keywords

recruitment of women; retention of women; self efficacy; STEM; stereotypes; underrepresentation of women

Indexed keywords


EID: 84907691928     PISSN: 08993408     EISSN: 17445175     Source Type: Journal    
DOI: 10.1080/08993408.2014.963363     Document Type: Article
Times cited : (252)

References (123)
  • 1
    • 84907684765 scopus 로고    scopus 로고
    • Creating academic career opportunities for women in science: Lessons from liberal arts colleges
    • Bystydzienski J. M., Bird S. R., (eds), Bloomington: Indiana University Press
    • Abraham, N. (2006). Creating academic career opportunities for women in science: Lessons from liberal arts colleges. In J. M. Bystydzienski & S. R. Bird (Eds.), Removing barriers: Women in academic science, technology, engineering, and mathematics (pp. 314–330). Bloomington: Indiana University Press.
    • (2006) Removing barriers: Women in academic science, technology, engineering, and mathematics , pp. 314-330
    • Abraham, N.1
  • 2
    • 84881631977 scopus 로고    scopus 로고
    • Trait complex, cognitive ability, and domain knowledge predictors of baccalaureate success, STEM persistence, and gender differences
    • Ackerman, P. L., Kanfer, R., & Beier, M. E. (2013). Trait complex, cognitive ability, and domain knowledge predictors of baccalaureate success, STEM persistence, and gender differences. Journal of Educational Psychology, 105, 911–927. doi:10.1037/a003233810.1037/a0032338
    • (2013) Journal of Educational Psychology , vol.105 , pp. 911-927
    • Ackerman, P.L.1    Kanfer, R.2    Beier, M.E.3
  • 4
    • 84897567231 scopus 로고    scopus 로고
    • Using targeted conferences to recruit women into computer science
    • Alvarado, C., & Judson, E. (2014). Using targeted conferences to recruit women into computer science. Communications of the ACM, 57, 70–77. doi:10.1145/250088310.1145/2566590
    • (2014) Communications of the ACM , vol.57 , pp. 70-77
    • Alvarado, C.1    Judson, E.2
  • 5
    • 73849116869 scopus 로고    scopus 로고
    • Gender differences in elements of the undergraduate experience that influence satisfaction with the engineering major and the intent to pursue engineering as a career
    • Amelink, C. T., & Creamer, E. G. (2010). Gender differences in elements of the undergraduate experience that influence satisfaction with the engineering major and the intent to pursue engineering as a career. Journal of Engineering Education, 99, 81–92.10.1002/jee.2010.99.issue-1
    • (2010) Journal of Engineering Education , vol.99 , pp. 81-92
    • Amelink, C.T.1    Creamer, E.G.2
  • 7
    • 84857149700 scopus 로고    scopus 로고
    • When do counterstereotypic ingroup members inspire versus deflate? The effect of successful professional women on young women's leadership self-concept
    • Asgari, S., Dasgupta, N., & Stout, J. G. (2012). When do counterstereotypic ingroup members inspire versus deflate? The effect of successful professional women on young women's leadership self-concept. Personality and Social Psychology Bulletin, 38, 370–383.10.1177/0146167211431968
    • (2012) Personality and Social Psychology Bulletin , vol.38 , pp. 370-383
    • Asgari, S.1    Dasgupta, N.2    Stout, J.G.3
  • 8
    • 68149149144 scopus 로고    scopus 로고
    • Personality characteristics of established IT professionals I: Big Five personality characteristics
    • Trauth E. M., (ed), Hershey, PA: Idea Publishing
    • Ash, R. A., Rosenbloom, J. L., Coder, L., & Dupont, B. (2006). Personality characteristics of established IT professionals I: Big Five personality characteristics. In E. M. Trauth (Ed.), Encyclopedia of gender and information technology (pp. 983–989). Hershey, PA: Idea Publishing.10.4018/978-1-59140-815-4
    • (2006) Encyclopedia of gender and information technology , pp. 983-989
    • Ash, R.A.1    Rosenbloom, J.L.2    Coder, L.3    Dupont, B.4
  • 11
    • 77956215675 scopus 로고    scopus 로고
    • Exploring factors that influence computer science introductory course students to persist in the major
    • Barker, L. J., McDowell, C., & Kalahar, K. (2009). Exploring factors that influence computer science introductory course students to persist in the major. ACM SIGCSE Bulletin, 41, 282–286. Cambridge, MA: MIT Press.
    • (2009) ACM SIGCSE Bulletin , vol.41 , pp. 282-286
    • Barker, L.J.1    McDowell, C.2    Kalahar, K.3
  • 12
    • 34547307929 scopus 로고    scopus 로고
    • Understanding our students: A longitudinal-study of success and failure in engineering with implications for increased retention
    • Bernold, L. E., Spurlin, J. E., & Anson, C. M. (2007). Understanding our students: A longitudinal-study of success and failure in engineering with implications for increased retention. Journal of Engineering Education, 96, 263–274.10.1002/jee.2007.96.issue-3
    • (2007) Journal of Engineering Education , vol.96 , pp. 263-274
    • Bernold, L.E.1    Spurlin, J.E.2    Anson, C.M.3
  • 13
    • 0000999134 scopus 로고
    • Gender differences in the accuracy of self-evaluations of performance
    • Beyer, S. (1990). Gender differences in the accuracy of self-evaluations of performance. Journal of Personality and Social Psychology, 59, 960–970. doi:10.1037/0022-3514.59.5.96010.1037/0022-3514.59.5.960
    • (1990) Journal of Personality and Social Psychology , vol.59 , pp. 960-970
    • Beyer, S.1
  • 14
    • 0344641577 scopus 로고    scopus 로고
    • Gender differences in causal attributions by college students of performance on course examinations
    • Beyer, S. (1998/1999). Gender differences in causal attributions by college students of performance on course examinations. Current Psychology, 17, 346–358. doi:10.1007/s12144-998-1016-510.1007/s12144-998-1016-5
    • (1998) Current Psychology , vol.17 , pp. 346-358
    • Beyer, S.1
  • 15
    • 0032370378 scopus 로고    scopus 로고
    • Gender differences in self-perception and negative recall biases
    • Beyer, S. (1998). Gender differences in self-perception and negative recall biases. Sex Roles, 38, 103–133. doi:10.1023/A:101876872960210.1023/A:1018768729602
    • (1998) Sex Roles , vol.38 , pp. 103-133
    • Beyer, S.1
  • 16
    • 0033416311 scopus 로고    scopus 로고
    • The accuracy of academic gender stereotypes
    • Beyer, S. (1999a). The accuracy of academic gender stereotypes. Sex Roles, 40, 787–813. doi:10.1023/A:101886480333010.1023/A:1018864803330
    • (1999) Sex Roles , vol.40 , pp. 787-813
    • Beyer, S.1
  • 17
    • 0033169380 scopus 로고    scopus 로고
    • Gender differences in the accuracy of grade expectancies and evaluations
    • Beyer, S. (1999b). Gender differences in the accuracy of grade expectancies and evaluations. Sex Roles, 41, 279–296. doi:10.1023/A:101881043010510.1023/A:1018810430105
    • (1999) Sex Roles , vol.41 , pp. 279-296
    • Beyer, S.1
  • 18
    • 0036925531 scopus 로고    scopus 로고
    • The effects of gender, dysphoria, and performance feedback on the accuracy of self-evaluations
    • Beyer, S. (2002). The effects of gender, dysphoria, and performance feedback on the accuracy of self-evaluations. Sex Roles, 47, 453–464. doi:10.1023/A:102160051085710.1023/A:1021600510857
    • (2002) Sex Roles , vol.47 , pp. 453-464
    • Beyer, S.1
  • 19
    • 68149156350 scopus 로고    scopus 로고
    • Predictors of female and male Computer Science students’ grades
    • Beyer, S. (2008a). Predictors of female and male Computer Science students’ grades. Journal of Women and Minorities in Science and Engineering, 14, 377–409.10.1615/JWomenMinorScienEng.v14.i4
    • (2008) Journal of Women and Minorities in Science and Engineering , vol.14 , pp. 377-409
    • Beyer, S.1
  • 20
    • 68149181963 scopus 로고    scopus 로고
    • Gender differences and intra-gender differences amongst Management Information Systems students
    • Beyer, S. (2008b). Gender differences and intra-gender differences amongst Management Information Systems students. Journal of Information Science Education, 19, 301–310.
    • (2008) Journal of Information Science Education , vol.19 , pp. 301-310
    • Beyer, S.1
  • 21
    • 84907709215 scopus 로고    scopus 로고
    • Women and Science, Technology, Engineering, and Math (STEM)
    • Dunn D. S., (ed), New York, NY: Oxford University Press
    • Beyer, S. (2014). Women and Science, Technology, Engineering, and Math (STEM). In D. S. Dunn (Ed.), Oxford Bibliographies in Psychology. New York, NY: Oxford University Press. Retrieved from www.oxfordbibliographies.com
    • (2014) Oxford Bibliographies in Psychology
    • Beyer, S.1
  • 22
    • 0031285042 scopus 로고    scopus 로고
    • Gender differences in self-perceptions: Convergent evidence from three measures of accuracy and bias
    • Beyer, S., & Bowden, E. M. (1997). Gender differences in self-perceptions: Convergent evidence from three measures of accuracy and bias. Personality and Social Psychology Bulletin, 23, 157–172. doi:10.1177/014616729723200510.1177/0146167297232005
    • (1997) Personality and Social Psychology Bulletin , vol.23 , pp. 157-172
    • Beyer, S.1    Bowden, E.M.2
  • 23
    • 34248388157 scopus 로고    scopus 로고
    • Gender differences and intra-gender differences in Computer Science students: Are female CS majors more similar to male CS majors or female non-majors?
    • Beyer, S., & Haller, S. (2006). Gender differences and intra-gender differences in Computer Science students: Are female CS majors more similar to male CS majors or female non-majors? Journal of Women and Minorities in Science and Engineering, 12, 337–365.
    • (2006) Journal of Women and Minorities in Science and Engineering , vol.12 , pp. 337-365
    • Beyer, S.1    Haller, S.2
  • 25
    • 0036058702 scopus 로고    scopus 로고
    • Developing the computer user self-efficacy (CUSE) scale: Investigating the relationship between computer self-efficacy, gender and experience with computers
    • Cassidy, S., & Eachus, P. (2002). Developing the computer user self-efficacy (CUSE) scale: Investigating the relationship between computer self-efficacy, gender and experience with computers. Journal of Educational Computing Research, 26, 133–153.10.2190/JGJR-0KVL-HRF7-GCNV
    • (2002) Journal of Educational Computing Research , vol.26 , pp. 133-153
    • Cassidy, S.1    Eachus, P.2
  • 26
    • 33749856610 scopus 로고    scopus 로고
    • Intellectual competence and the intelligent personality: A third way in differential psychology
    • Chamorro-Premuzic, T., & Furnham, A. (2006). Intellectual competence and the intelligent personality: A third way in differential psychology. Review of General Psychology, 10, 251–267.10.1037/1089-2680.10.3.251
    • (2006) Review of General Psychology , vol.10 , pp. 251-267
    • Chamorro-Premuzic, T.1    Furnham, A.2
  • 27
    • 84856533778 scopus 로고    scopus 로고
    • Understanding the paradox in math-related fields: Why do some gender gaps remain while others do not?
    • Cheryan, S. (2011). Understanding the paradox in math-related fields: Why do some gender gaps remain while others do not? Sex Roles, 66, 184–190.
    • (2011) Sex Roles , vol.66 , pp. 184-190
    • Cheryan, S.1
  • 28
    • 73149095613 scopus 로고    scopus 로고
    • Ambient belonging: How stereotypical cues impact gender participation in computer science
    • Cheryan, S., Plaut, V. C., Davies, P. G., & Steele, C. M. (2009). Ambient belonging: How stereotypical cues impact gender participation in computer science. Journal of Personality and Social Psychology, 97, 1045–1060. doi:10.1037/a001623910.1037/a0016239
    • (2009) Journal of Personality and Social Psychology , vol.97 , pp. 1045-1060
    • Cheryan, S.1    Plaut, V.C.2    Davies, P.G.3    Steele, C.M.4
  • 29
    • 79957538722 scopus 로고    scopus 로고
    • Classrooms matter: The design of virtual classrooms influences gender disparities in computer science classes
    • Cheryan, S., Meltzoff, A. N., & Kim, S. (2011). Classrooms matter: The design of virtual classrooms influences gender disparities in computer science classes. Computers & Education, 57, 1825–1835. doi:10.1016/j.compedu.2011.02.004
    • (2011) Computers & Education , vol.57 , pp. 1825-1835
    • Cheryan, S.1    Meltzoff, A.N.2    Kim, S.3
  • 30
    • 83755225050 scopus 로고    scopus 로고
    • Do female and male role models who embody STEM stereotypes hinder women’s anticipated success in STEM?
    • Cheryan, S., Siy, J. O., Vichayapai, M., Drury, B. J., & Kim, S. (2011). Do female and male role models who embody STEM stereotypes hinder women’s anticipated success in STEM? Social Psychological and Personality Science, 2, 656–664. doi:10.1177/194855061140521810.1177/1948550611405218
    • (2011) Social Psychological and Personality Science , vol.2 , pp. 656-664
    • Cheryan, S.1    Siy, J.O.2    Vichayapai, M.3    Drury, B.J.4    Kim, S.5
  • 32
    • 68149166955 scopus 로고    scopus 로고
    • A faculty role in women’s participation in computing
    • Trauth E. M., (ed), Hershey, PA: Idea Publishing
    • Cohoon, J. M., & Lord, H. (2006). A faculty role in women’s participation in computing. In E. M. Trauth (Ed.), Encyclopedia of gender and information technology (pp. 297–303). Hershey, PA: Idea Publishing.10.4018/978-1-59140-815-4
    • (2006) Encyclopedia of gender and information technology , pp. 297-303
    • Cohoon, J.M.1    Lord, H.2
  • 33
    • 84875841322 scopus 로고    scopus 로고
    • Educating diverse computing students at the University of Virginia
    • Cohoon, J. P., Cohoon, J. M., & Soffa, M. L. (2013). Educating diverse computing students at the University of Virginia. Computer, 46, 52–55.10.1109/MC.2013.39
    • (2013) Computer , vol.46 , pp. 52-55
    • Cohoon, J.P.1    Cohoon, J.M.2    Soffa, M.L.3
  • 34
    • 0035606937 scopus 로고    scopus 로고
    • Learning professional confidence: Linking teaching practices, students’ self-perceptions, and gender
    • 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, 173–191.10.1353/rhe.2000.0028
    • (2001) The Review of Higher Education , vol.24 , pp. 173-191
    • Colbeck, C.L.1    Cabrera, A.F.2    Terenzini, P.T.3
  • 35
    • 0000004470 scopus 로고    scopus 로고
    • Social cognitive theory and individual reactions to computing technology: A longitudinal study
    • Compeau, D., Higgins, C. A., & Huff, S. (1999). Social cognitive theory and individual reactions to computing technology: A longitudinal study. MIS Quarterly, 23, 145–158.10.2307/249749
    • (1999) MIS Quarterly , vol.23 , pp. 145-158
    • Compeau, D.1    Higgins, C.A.2    Huff, S.3
  • 36
    • 0035343742 scopus 로고    scopus 로고
    • Gender and the career choice process: The role of biased self‐assessments
    • Correll, S. J. (2001). Gender and the career choice process: The role of biased self‐assessments. American Journal of Sociology, 106, 1691–1730.10.1086/ajs.2001.106.issue-6
    • (2001) American Journal of Sociology , vol.106 , pp. 1691-1730
    • Correll, S.J.1
  • 37
    • 1842739383 scopus 로고    scopus 로고
    • Constraints into preferences: Gender, status, and emerging career aspirations
    • Correll, S. J. (2004). Constraints into preferences: Gender, status, and emerging career aspirations. American Sociological Review, 69, 93–113.10.1177/000312240406900106
    • (2004) American Sociological Review , vol.69 , pp. 93-113
    • Correll, S.J.1
  • 38
    • 0038369183 scopus 로고    scopus 로고
    • A gendered view of computer professionals
    • Craig, A., Paradis, R., & Turner, E. (2002). A gendered view of computer professionals. ACM SIGCSE Bulletin, 34, 101–104.10.1145/543812
    • (2002) ACM SIGCSE Bulletin , vol.34 , pp. 101-104
    • Craig, A.1    Paradis, R.2    Turner, E.3
  • 40
    • 0035242126 scopus 로고    scopus 로고
    • Training the scientists and engineers of tomorrow: A person-situation approach
    • Cross, S. E. (2001). Training the scientists and engineers of tomorrow: A person-situation approach. Journal of Applied Social Psychology, 31, 296–323.10.1111/jasp.2001.31.issue-2
    • (2001) Journal of Applied Social Psychology , vol.31 , pp. 296-323
    • Cross, S.E.1
  • 41
    • 0031181733 scopus 로고    scopus 로고
    • Models of the self: Self-construals and gender
    • Cross, S. E., & Madson, L. (1997). Models of the self: Self-construals and gender. Psychological Bulletin, 122, 5–37. doi:10.1037/0033-2909.122.1.510.1037/0033-2909.122.1.5
    • (1997) Psychological Bulletin , vol.122 , pp. 5-37
    • Cross, S.E.1    Madson, L.2
  • 43
    • 84890225378 scopus 로고    scopus 로고
    • Do gender-science stereotypes predict science identification and science career aspirations among undergraduate science majors?
    • Cundiff, J. L., Vescio, T. K., Loken, E., & Lo, L. (2013). Do gender-science stereotypes predict science identification and science career aspirations among undergraduate science majors? Social Psychology of Education, 16, 541–554. doi:10.1007/s11218-013-9232-810.1007/s11218-013-9232-8
    • (2013) Social Psychology of Education , vol.16 , pp. 541-554
    • Cundiff, J.L.1    Vescio, T.K.2    Loken, E.3    Lo, L.4
  • 44
    • 84907701188 scopus 로고    scopus 로고
    • Community college men and women: A test of three widely held beliefs about who pursues computer science
    • Denner, J., Werner, L., O’Connor, L., & Glassman, J. (2014). Community college men and women: A test of three widely held beliefs about who pursues computer science. Community College Review, 1–21. doi:10.1177/0091552114535624
    • (2014) Community College Review , pp. 1-21
    • Denner, J.1    Werner, L.2    O’Connor, L.3    Glassman, J.4
  • 45
    • 78149436826 scopus 로고    scopus 로고
    • Seeking congruity between goals and roles: A new look at why women opt out of science, technology, engineering, and mathematics careers
    • Diekman, A. B., Brown, E. R., Johnston, A. M., & Clark, E. K. (2010). Seeking congruity between goals and roles: A new look at why women opt out of science, technology, engineering, and mathematics careers. Psychological Science, 21, 1051–1057. doi:10.1177/095679761037734210.1177/0956797610377342
    • (2010) Psychological Science , vol.21 , pp. 1051-1057
    • Diekman, A.B.1    Brown, E.R.2    Johnston, A.M.3    Clark, E.K.4
  • 46
    • 84907699738 scopus 로고    scopus 로고
    • Gendered experiences in the science classroom
    • Bystydzienski J. M., Bird S. R., (eds), Bloomington: Indiana University Press
    • Dingel, M. J. (2006). Gendered experiences in the science classroom. In J. M. Bystydzienski & S. R. Bird (Eds.), Removing barriers: Women in academic science, technology, engineering, and mathematics (pp. 172–187). Bloomington: Indiana University Press.
    • (2006) Removing barriers: Women in academic science, technology, engineering, and mathematics , pp. 172-187
    • Dingel, M.J.1
  • 47
    • 0036721719 scopus 로고    scopus 로고
    • Computer self-efficacy, computer anxiety, attitudes towards the Internet and reported experience with the Internet, by gender, in an East European sample
    • Durndell, A., & Haag, Z. (2002). Computer self-efficacy, computer anxiety, attitudes towards the Internet and reported experience with the Internet, by gender, in an East European sample. Computers in Human Behavior, 18, 521–535. doi:10.1016/S0747-5632(02)00006-710.1016/S0747-5632(02)00006-7
    • (2002) Computers in Human Behavior , vol.18 , pp. 521-535
    • Durndell, A.1    Haag, Z.2
  • 48
    • 84965510044 scopus 로고
    • Understanding women’s educational and occupational choices
    • Eccles, J. S. (1994). Understanding women’s educational and occupational choices. Psychology of Women Quarterly, 18, 585–609. doi:10.1111/j.1471-6402.1994.tb01049.x10.1111/pwqu.1994.18.issue-4
    • (1994) Psychology of Women Quarterly , vol.18 , pp. 585-609
    • Eccles, J.S.1
  • 49
    • 0000357484 scopus 로고    scopus 로고
    • Linking gender to educational, occupational, and recreational choices: Applying the Eccles et al. model of achievement-related choices
    • Swann Jr. W. B., Langlois J. H., (eds), Washington: American Psychological Association
    • Eccles, J. S., Barber, B., & Jozefowicz, D. (1999). Linking gender to educational, occupational, and recreational choices: Applying the Eccles et al. model of achievement-related choices. In W. B. Swann Jr & J. H. Langlois (Eds.), Sexism and stereotypes in modern society: The gender science of Janet Taylor Spence (pp. 153–192). Washington: American Psychological Association.
    • (1999) Sexism and stereotypes in modern society: The gender science of Janet Taylor Spence , pp. 153-192
    • Eccles, J.S.1    Barber, B.2    Jozefowicz, D.3
  • 50
    • 85047687142 scopus 로고    scopus 로고
    • How chronic self-views influence (and potentially mislead) estimates of performance
    • Ehrlinger, J., & Dunning, D. (2003). How chronic self-views influence (and potentially mislead) estimates of performance. Journal of Personality and Social Psychology, 84, 5–17.10.1037/0022-3514.84.1.5
    • (2003) Journal of Personality and Social Psychology , vol.84 , pp. 5-17
    • Ehrlinger, J.1    Dunning, D.2
  • 51
    • 84875863212 scopus 로고    scopus 로고
    • Broadening participation: The why and the how
    • Eney, C., Lazowska, E., Martin, H., & Reges, S. (2013). Broadening participation: The why and the how. Computer, 46, 48–51.10.1109/MC.2013.83
    • (2013) Computer , vol.46 , pp. 48-51
    • Eney, C.1    Lazowska, E.2    Martin, H.3    Reges, S.4
  • 52
    • 84907684091 scopus 로고    scopus 로고
    • Making sense of retention: An examination of undergraduate women’s participation in physics courses
    • Bystydzienski J. M., Bird S. R., (eds), Bloomington: Indiana University Press
    • Fencl, H., & Scheel, K. R. (2006). Making sense of retention: An examination of undergraduate women’s participation in physics courses. In J. M. Bystydzienski & S. R. Bird (Eds.), Removing barriers: Women in academic science, technology, engineering, and mathematics (pp. 298–313). Bloomington: Indiana University Press.
    • (2006) Removing barriers: Women in academic science, technology, engineering, and mathematics , pp. 298-313
    • Fencl, H.1    Scheel, K.R.2
  • 53
    • 80052820473 scopus 로고    scopus 로고
    • Programs for undergraduate women in science and engineering: Issues, problems, and solutions
    • Fox, M. F., Sonnert, G., & Nikiforova, I. (2011). Programs for undergraduate women in science and engineering: Issues, problems, and solutions. Gender & Society, 25, 589–615.
    • (2011) Gender & Society , vol.25 , pp. 589-615
    • Fox, M.F.1    Sonnert, G.2    Nikiforova, I.3
  • 54
    • 33747772444 scopus 로고    scopus 로고
    • Why don’t they want a male-dominated job? An investigation of young women who changed their occupational aspirations
    • Frome, P. M., Alfeld, C. J., Eccles, J. S., & Barber, B. L. (2006). Why don’t they want a male-dominated job? An investigation of young women who changed their occupational aspirations. Educational Research and Evaluation, 12, 359–372.10.1080/13803610600765786
    • (2006) Educational Research and Evaluation , vol.12 , pp. 359-372
    • Frome, P.M.1    Alfeld, C.J.2    Eccles, J.S.3    Barber, B.L.4
  • 55
    • 41849151721 scopus 로고    scopus 로고
    • Problems in the pipeline: Stereotype threat and women’s achievement in high-level math courses
    • Good, C., Aronson, J., & Harder, J. A. (2008). Problems in the pipeline: Stereotype threat and women’s achievement in high-level math courses. Journal of Applied Developmental Psychology, 29, 17–28. doi:10.1016/j.appdev.2007.10.00410.1016/j.appdev.2007.10.004
    • (2008) Journal of Applied Developmental Psychology , vol.29 , pp. 17-28
    • Good, C.1    Aronson, J.2    Harder, J.A.3
  • 56
    • 34248367947 scopus 로고    scopus 로고
    • Lost in translation: Gender and high school Computer Science
    • Cohoon J. M., Aspray W., (eds), Cambridge, MA: MIT Press
    • Goode, J., Estrella, R., & Margolis, J. (2006). Lost in translation: Gender and high school Computer Science. In J. M. Cohoon & W. Aspray (Eds.), Women and information technology (pp. 89–114). Cambridge, MA: MIT Press.10.7551/mitpress/9780262033459.001.0001
    • (2006) Women and information technology , pp. 89-114
    • Goode, J.1    Estrella, R.2    Margolis, J.3
  • 57
    • 84907690757 scopus 로고    scopus 로고
    • Reasoned action analysis theory as a vehicle to explore female students’ intention to major in information systems
    • Govender, I., & Khumalo, S. (2014). Reasoned action analysis theory as a vehicle to explore female students’ intention to major in information systems. Journal of Communication, 5, 35–44.
    • (2014) Journal of Communication , vol.5 , pp. 35-44
    • Govender, I.1    Khumalo, S.2
  • 58
    • 84856722124 scopus 로고    scopus 로고
    • Are men more technology-oriented than women? The role of gender on the development of general computer self-efficacy of college students
    • He, J., & Freeman, L. A. (2010). Are men more technology-oriented than women? The role of gender on the development of general computer self-efficacy of college students. Journal of Information Systems Education, 21, 203–212.
    • (2010) Journal of Information Systems Education , vol.21 , pp. 203-212
    • He, J.1    Freeman, L.A.2
  • 59
    • 65449167885 scopus 로고    scopus 로고
    • Does diversity pay?: Race, gender, and the business case for diversity
    • Herring, C. (2009). Does diversity pay?: Race, gender, and the business case for diversity. American Sociological Review, 74, 208–224. doi:10.1177/00031224090740020310.1177/000312240907400203
    • (2009) American Sociological Review , vol.74 , pp. 208-224
    • Herring, C.1
  • 60
    • 34748899010 scopus 로고    scopus 로고
    • New directions in the study of gender similarities and differences
    • Hyde, J. S. (2007). New directions in the study of gender similarities and differences. Current Directions in Psychological Science, 16, 259–263.10.1111/cdir.2007.16.issue-5
    • (2007) Current Directions in Psychological Science , vol.16 , pp. 259-263
    • Hyde, J.S.1
  • 61
    • 84888053985 scopus 로고    scopus 로고
    • Women engineering students: Competence perceptions and achievement goals in the freshman engineering course
    • Jagacinski, C. M. (2013). Women engineering students: Competence perceptions and achievement goals in the freshman engineering course. Sex Roles, 69, 644–657. doi:10.1007/s11199-013-0325-910.1007/s11199-013-0325-9
    • (2013) Sex Roles , vol.69 , pp. 644-657
    • Jagacinski, C.M.1
  • 62
    • 0003162764 scopus 로고    scopus 로고
    • The big five trait taxonomy: History, measurement, and theoretical perspectives
    • Pervin L. A., John O. P., (eds), 2nd ed., New York, NY: Guilford Press
    • John, O. P., & Srivastava, S. (1999). The big five trait taxonomy: History, measurement, and theoretical perspectives. In L. A. Pervin & O. P. John (Eds.), Handbook of personality: Theory and research (2nd ed., pp. 102–138). New York, NY: Guilford Press.
    • (1999) Handbook of personality: Theory and research , pp. 102-138
    • John, O.P.1    Srivastava, S.2
  • 63
    • 84884151596 scopus 로고    scopus 로고
    • The impact of engineering identification and stereotypes on undergraduate women’s achievement and persistence in engineering
    • Jones, B. D., Ruff, C., & Paretti, M. C. (2013). The impact of engineering identification and stereotypes on undergraduate women’s achievement and persistence in engineering. Social Psychology of Education, 16, 471–493.10.1007/s11218-013-9222-x
    • (2013) Social Psychology of Education , vol.16 , pp. 471-493
    • Jones, B.D.1    Ruff, C.2    Paretti, M.C.3
  • 66
    • 80051884773 scopus 로고    scopus 로고
    • A review of the literature on increasing the representation of women undergraduates in STEM disciplines through civic engagement pedagogies
    • Knight, D. B., Mappen, E. F., & Knight, S. L. (2011). A review of the literature on increasing the representation of women undergraduates in STEM disciplines through civic engagement pedagogies. Science Education and Civic Engagement, 3, 36–47.
    • (2011) Science Education and Civic Engagement , vol.3 , pp. 36-47
    • Knight, D.B.1    Mappen, E.F.2    Knight, S.L.3
  • 67
    • 79959633284 scopus 로고    scopus 로고
    • Happenstance and compromise: A gendered analysis of students' computing degree course selection
    • Lang, C. (2010). Happenstance and compromise: A gendered analysis of students' computing degree course selection. Computer Science Education, 20, 317–345.10.1080/08993408.2010.527699
    • (2010) Computer Science Education , vol.20 , pp. 317-345
    • Lang, C.1
  • 68
    • 1842482287 scopus 로고    scopus 로고
    • Undergraduate students’ gender differences in IT skills and attitudes
    • Lee, A. C. K. (2003). Undergraduate students’ gender differences in IT skills and attitudes. Journal of Computer Assisted Learning, 19, 488–500.10.1046/j.0266-4909.2003.00052.x
    • (2003) Journal of Computer Assisted Learning , vol.19 , pp. 488-500
    • Lee, A.C.K.1
  • 69
    • 0032043857 scopus 로고    scopus 로고
    • Gender-related individual differences and the structure of vocational interests: The importance of the people-things dimension
    • Lippa, R. (1998). Gender-related individual differences and the structure of vocational interests: The importance of the people-things dimension. Journal of Personality and Social Psychology, 74, 996–1009. doi:10.1037/0022-3514.74.4.99610.1037/0022-3514.74.4.996
    • (1998) Journal of Personality and Social Psychology , vol.74 , pp. 996-1009
    • Lippa, R.1
  • 70
    • 38249012702 scopus 로고
    • Gender- and science-related attitudes as predictors of college students’ academic choices
    • Lips, H. M. (1992). Gender- and science-related attitudes as predictors of college students’ academic choices. Journal of Vocational Behavior, 40, 62–81. doi:10.1016/0001-8791(92)90047-410.1016/0001-8791(92)90047-4
    • (1992) Journal of Vocational Behavior , vol.40 , pp. 62-81
    • Lips, H.M.1
  • 71
    • 2142762407 scopus 로고    scopus 로고
    • The gender gap in possible selves: Divergence of academic self-views among high school and university students
    • Lips, H. M. (2004). The gender gap in possible selves: Divergence of academic self-views among high school and university students. Sex Roles, 50, 357–371.10.1023/B:SERS.0000018891.88889.c9
    • (2004) Sex Roles , vol.50 , pp. 357-371
    • Lips, H.M.1
  • 72
    • 0039830217 scopus 로고
    • Majoring in computer science: Causal models for women and men
    • Lips, H. M., & Temple, L. (1990). Majoring in computer science: Causal models for women and men. Research in Higher Education, 31, 99–113.10.1007/BF00992559
    • (1990) Research in Higher Education , vol.31 , pp. 99-113
    • Lips, H.M.1    Temple, L.2
  • 73
    • 84861217338 scopus 로고    scopus 로고
    • Employment outlook: 2010–2020. Occupational employment projections to 2020
    • January
    • Lockard, C. B., & Wolf, M. (2012, January). Employment outlook: 2010–2020. Occupational employment projections to 2020. Monthly Labor Review, 84–108.
    • (2012) Monthly Labor Review , pp. 84-108
    • Lockard, C.B.1    Wolf, M.2
  • 74
    • 0002331123 scopus 로고    scopus 로고
    • Role of social-cognitive expectations in high school students’ mathematics-related interest and performance
    • Lopez, F. G., Lent, R. W., Brown, S. D., & Gore, P. A. (1997). Role of social-cognitive expectations in high school students’ mathematics-related interest and performance. Journal of Counseling Psychology, 44, 44–52. doi:10.1037/0022-0167.44.1.4410.1037/0022-0167.44.1.44
    • (1997) Journal of Counseling Psychology , vol.44 , pp. 44-52
    • Lopez, F.G.1    Lent, R.W.2    Brown, S.D.3    Gore, P.A.4
  • 76
    • 32444440843 scopus 로고    scopus 로고
    • What differences make a difference? The promise and reality of diverse teams in organizations
    • Mannix, E., & Neale, M. A. (2005). What differences make a difference? The promise and reality of diverse teams in organizations. Psychological Science in the Public Interest, 6, 32–55. doi:10.1111/j.1529-1006.2005.00022.x
    • (2005) Psychological Science in the Public Interest , vol.6 , pp. 32-55
    • Mannix, E.1    Neale, M.A.2
  • 78
    • 0039484398 scopus 로고    scopus 로고
    • Factors That influence persistence in science and engineering career aspirations
    • Mau, W.-C. (2003). Factors That influence persistence in science and engineering career aspirations. The Career Development Quarterly, 51, 234–243.10.1002/cdq.2003.51.issue-3
    • (2003) The Career Development Quarterly , vol.51 , pp. 234-243
    • Mau, W.-C.1
  • 81
    • 31744432932 scopus 로고    scopus 로고
    • Barriers women face in information technology careers: Self-efficacy, passion and gender biases
    • Michie, S., & Nelson, D. L. (2006). Barriers women face in information technology careers: Self-efficacy, passion and gender biases. Women in management review, 21, 10–27.10.1108/09649420610643385
    • (2006) Women in management review , vol.21 , pp. 10-27
    • Michie, S.1    Nelson, D.L.2
  • 84
    • 0031130378 scopus 로고    scopus 로고
    • Gender differences in children’s reactions to success and failure with computers
    • Nelson, L. J., & Cooper, J. (1997). Gender differences in children’s reactions to success and failure with computers. Computers in Human Behavior, 13, 247–267.10.1016/S0747-5632(97)00008-3
    • (1997) Computers in Human Behavior , vol.13 , pp. 247-267
    • Nelson, L.J.1    Cooper, J.2
  • 85
    • 84863212919 scopus 로고    scopus 로고
    • Vocational interests and performance: A quantitative summary of over 60 years of research
    • Nye, C. D., Su, R., Rounds, J., & Drasgow, F. (2012). Vocational interests and performance: A quantitative summary of over 60 years of research. Perspectives on Psychological Science, 7, 384–403. doi:10.1177/174569161244902110.1177/1745691612449021
    • (2012) Perspectives on Psychological Science , vol.7 , pp. 384-403
    • Nye, C.D.1    Su, R.2    Rounds, J.3    Drasgow, F.4
  • 86
    • 34248331608 scopus 로고    scopus 로고
    • Gender differences among students in Computer Science and applied Information Technology
    • Cohoon J. M., Aspray W., (eds), Cambridge, MA: MIT Press
    • Ogan, C., Robinson, J. C., Ahuja, M., & Herring, S. C. (2006). Gender differences among students in Computer Science and applied Information Technology. In J. M. Cohoon & W. Aspray (Eds.), Women and information technology (pp. 279–299). Cambridge, MA: MIT Press.10.7551/mitpress/9780262033459.001.0001
    • (2006) Women and information technology , pp. 279-299
    • Ogan, C.1    Robinson, J.C.2    Ahuja, M.3    Herring, S.C.4
  • 87
    • 84907708308 scopus 로고    scopus 로고
    • Osteen, P., & Bright, C. (2010, January 16). Effect sizes and intervention research. Retrieved June 2, 2014 from http://www.family.umaryland.edu/ryc_research_and_evaluation/publication_product_files/selected_presentations/presentation_files/pdfs/effect%20size%20and%20intervention%20research.pdf
    • (2010) Effect sizes and intervention research
    • Osteen, P.1    Bright, C.2
  • 89
    • 61849115228 scopus 로고    scopus 로고
    • A meta-analysis of the five-factor model of personality and academic performance
    • Poropat, A. E. (2009). A meta-analysis of the five-factor model of personality and academic performance. Psychological Bulletin, 135, 322–338.10.1037/a0014996
    • (2009) Psychological Bulletin , vol.135 , pp. 322-338
    • Poropat, A.E.1
  • 90
    • 0041478357 scopus 로고
    • Gender differences in higher education aims between computing and psychology students
    • Radford, J., & Holdstock, L. (1995). Gender differences in higher education aims between computing and psychology students. Research in Science & Technological Education, 13, 163–176.
    • (1995) Research in Science & Technological Education , vol.13 , pp. 163-176
    • Radford, J.1    Holdstock, L.2
  • 91
    • 79951606595 scopus 로고    scopus 로고
    • Gender within the IT major – A retrospective study of factors that lead students to select an IT major
    • Roach, D. (2011). Gender within the IT major – A retrospective study of factors that lead students to select an IT major. International Journal of Business Information Systems, 7, 149–165.10.1504/IJBIS.2011.038509
    • (2011) International Journal of Business Information Systems , vol.7 , pp. 149-165
    • Roach, D.1
  • 93
    • 84857783337 scopus 로고    scopus 로고
    • Self-concept of computer and math ability: Gender implications across time and within ICT studies
    • Sáinz, M., & Eccles, J. (2012). Self-concept of computer and math ability: Gender implications across time and within ICT studies. Journal of Vocational Behavior, 80, 486–499. doi:10.1016/j.jvb.2011.08.00510.1016/j.jvb.2011.08.005
    • (2012) Journal of Vocational Behavior , vol.80 , pp. 486-499
    • Sáinz, M.1    Eccles, J.2
  • 94
    • 84907694706 scopus 로고    scopus 로고
    • Women who learn computing like men: Different gender positions on basic computer courses in adult education
    • Salminen-Karlsson, M. (2009). Women who learn computing like men: Different gender positions on basic computer courses in adult education. Journal of Vocational Education and Training, 61, 151–168.10.1080/13636820902933254
    • (2009) Journal of Vocational Education and Training , vol.61 , pp. 151-168
    • Salminen-Karlsson, M.1
  • 96
    • 83755186058 scopus 로고    scopus 로고
    • A theory of sex differences in technical aptitude and some supporting evidence
    • Schmidt, F. (2011). A theory of sex differences in technical aptitude and some supporting evidence. Perspectives on Psychological Science, 6, 560–573.10.1177/1745691611419670
    • (2011) Perspectives on Psychological Science , vol.6 , pp. 560-573
    • Schmidt, F.1
  • 97
    • 55349147698 scopus 로고    scopus 로고
    • Increased accuracy for range restriction corrections: Implications for the role of personality and general mental ability in job and training performance
    • Schmidt, F. L., Shaffer, J. A., & Oh, I.-S. (2008). Increased accuracy for range restriction corrections: Implications for the role of personality and general mental ability in job and training performance. Personnel Psychology, 61, 827–868.10.1111/peps.2008.61.issue-4
    • (2008) Personnel Psychology , vol.61 , pp. 827-868
    • Schmidt, F.L.1    Shaffer, J.A.2    Oh, I.-S.3
  • 98
    • 38849138496 scopus 로고    scopus 로고
    • Attitudes towards computer science-computing experiences as a starting point and barrier to computer science
    • Schulte, C., & Knobelsdorf, M. (2007). Attitudes towards computer science-computing experiences as a starting point and barrier to computer science. ICER, 27–38.10.1145/1288580
    • (2007) ICER , pp. 27-38
    • Schulte, C.1    Knobelsdorf, M.2
  • 101
    • 33645645489 scopus 로고    scopus 로고
    • The intersection between self-concepts and values: Links between beliefs and choices in high school
    • Jacobs E. J., Simpkins S. D., (eds), San Francisco: Jossey-Bass
    • Simpkins, S. D., & Davis-Kean, P. E. (2005). The intersection between self-concepts and values: Links between beliefs and choices in high school. In E. J. Jacobs & S. D. Simpkins (Eds.), Leaks in the pipeline to math, science, and technology careers (pp. 31–47). San Francisco: Jossey-Bass.
    • (2005) Leaks in the pipeline to math, science, and technology careers , pp. 31-47
    • Simpkins, S.D.1    Davis-Kean, P.E.2
  • 102
    • 31644437984 scopus 로고    scopus 로고
    • 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). Math and science motivation: A longitudinal examination of the links between choices and beliefs. Developmental Psychology, 42, 70–83.10.1037/0012-1649.42.1.70
    • (2006) Developmental Psychology , vol.42 , pp. 70-83
    • Simpkins, S.D.1    Davis-Kean, P.E.2    Eccles, J.S.3
  • 103
    • 79951566183 scopus 로고    scopus 로고
    • STEMing the tide: Using ingroup experts to inoculate women’s self-concept in science, technology, engineering, and mathematics (STEM)
    • Stout, J. G., Dasgupta, N., Hunsinger, M., & McManus, M. A. (2011). STEMing the tide: Using ingroup experts to inoculate women’s self-concept in science, technology, engineering, and mathematics (STEM). Journal of Personality and Social Psychology, 100, 255–270. doi:10.1037/a002138510.1037/a0021385
    • (2011) Journal of Personality and Social Psychology , vol.100 , pp. 255-270
    • Stout, J.G.1    Dasgupta, N.2    Hunsinger, M.3    McManus, M.A.4
  • 104
    • 70449672747 scopus 로고    scopus 로고
    • Men and things, women and people: A meta-analysis of sex differences in interests
    • Su, R., Rounds, J., & Armstrong, P. I. (2009). Men and things, women and people: A meta-analysis of sex differences in interests. Psychological Bulletin, 135, 859–884. doi:10.1037/a001736410.1037/a0017364
    • (2009) Psychological Bulletin , vol.135 , pp. 859-884
    • Su, R.1    Rounds, J.2    Armstrong, P.I.3
  • 105
    • 80052394948 scopus 로고    scopus 로고
    • Gender differences in self-estimates of general, mathematical, spatial and verbal intelligence: Four meta analyses
    • Syzmanowicz, A., & Furnham, A. (2011). Gender differences in self-estimates of general, mathematical, spatial and verbal intelligence: Four meta analyses. Learning and Individual Differences, 21, 493–504.10.1016/j.lindif.2011.07.001
    • (2011) Learning and Individual Differences , vol.21 , pp. 493-504
    • Syzmanowicz, A.1    Furnham, A.2
  • 107
    • 84897708071 scopus 로고    scopus 로고
    • Interests, gender, and science
    • Valian, V. (2014). Interests, gender, and science. Perspectives on Psychological Science, 9, 225–230. doi:10.1177/174569161351910910.1177/1745691613519109
    • (2014) Perspectives on Psychological Science , vol.9 , pp. 225-230
    • Valian, V.1
  • 108
    • 84878752271 scopus 로고    scopus 로고
    • Gender differences in factors influencing students towards computing
    • Varma, R. (2009). Gender differences in factors influencing students towards computing. CS Education, 19, 37–49.
    • (2009) CS Education , vol.19 , pp. 37-49
    • Varma, R.1
  • 109
    • 79952683041 scopus 로고    scopus 로고
    • Indian women and mathematics for Computer Science
    • Varma, R. (2011, Spring). Indian women and mathematics for Computer Science. IEEE Technology and Society Magazine, 30, 39–46. doi:10.1109/MTS.2011.940294
    • (2011) IEEE Technology and Society Magazine , vol.30 , pp. 39-46
    • Varma, R.1
  • 110
    • 84902968619 scopus 로고    scopus 로고
    • Gender differences in scholastic achievement: A meta-analysis
    • Voyer, D., & Voyer, S. D. (2014). Gender differences in scholastic achievement: A meta-analysis. Psychological Bulletin, 140, 1174–1204. doi:10.1037/a003662010.1037/a0036620
    • (2014) Psychological Bulletin , vol.140 , pp. 1174-1204
    • Voyer, D.1    Voyer, S.D.2
  • 111
    • 84887612829 scopus 로고    scopus 로고
    • Motivational pathways to STEM career choices: Using expectancy–value perspective to understand individual and gender differences in STEM fields
    • Wang, M., & Degol, J. (2013). Motivational pathways to STEM career choices: Using expectancy–value perspective to understand individual and gender differences in STEM fields. Developmental Review, 33, 304–340. doi:10.1016/j.dr.2013.08.00110.1016/j.dr.2013.08.001
    • (2013) Developmental Review , vol.33 , pp. 304-340
    • Wang, M.1    Degol, J.2
  • 112
    • 33747775237 scopus 로고    scopus 로고
    • The role of motivation in gendered educational and occupational trajectories related to maths
    • Watt, H. M. G. (2006). The role of motivation in gendered educational and occupational trajectories related to maths. Educational Research and Evaluation, 12, 305–322.10.1080/13803610600765562
    • (2006) Educational Research and Evaluation , vol.12 , pp. 305-322
    • Watt, H.M.G.1
  • 113
    • 68149156613 scopus 로고    scopus 로고
    • Earnings of women with Computer Science or engineering college majors
    • Trauth E. M., (ed), Hershey, PA: Idea Publishing
    • Weinberger, C. J. (2006). Earnings of women with Computer Science or engineering college majors. In E. M. Trauth (Ed.), Encyclopedia of gender and information technology (pp. 224–227). Hershey, PA: Idea Publishing.10.4018/978-1-59140-815-4
    • (2006) Encyclopedia of gender and information technology , pp. 224-227
    • Weinberger, C.J.1
  • 114
    • 33746876716 scopus 로고    scopus 로고
    • Girls and science careers: The role of altruistic values and attitudes about scientific tasks
    • Weisgram, E. S., & Bigler, R. S. (2006). Girls and science careers: The role of altruistic values and attitudes about scientific tasks. Journal of Applied Developmental Psychology, 27, 326–348.10.1016/j.appdev.2006.04.004
    • (2006) Journal of Applied Developmental Psychology , vol.27 , pp. 326-348
    • Weisgram, E.S.1    Bigler, R.S.2
  • 115
    • 79959773420 scopus 로고    scopus 로고
    • The role of masculinity/femininity, values, and occupational value affordances in shaping young men’s and women’s occupational choices
    • Weisgram, E. S., Dinella, L. M., & Fulcher, M. (2011). The role of masculinity/femininity, values, and occupational value affordances in shaping young men’s and women’s occupational choices. Sex Roles, 65, 243–258. doi:10.1007/s11199-011-9998-010.1007/s11199-011-9998-0
    • (2011) Sex Roles , vol.65 , pp. 243-258
    • Weisgram, E.S.1    Dinella, L.M.2    Fulcher, M.3
  • 117
    • 79958705420 scopus 로고    scopus 로고
    • A call to is educators to respond to the voices of women in information security
    • Woszczynski, A. B., & Shade, S. (2010). A call to is educators to respond to the voices of women in information security. Journal of Information Systems Education, 21, 223–231.
    • (2010) Journal of Information Systems Education , vol.21 , pp. 223-231
    • Woszczynski, A.B.1    Shade, S.2
  • 119
    • 85010618999 scopus 로고    scopus 로고
    • Gender differences in student attitudes toward computers
    • Young, B. J. (2000). Gender differences in student attitudes toward computers. Journal of Research on Computing in Education, 33, 204–216.
    • (2000) Journal of Research on Computing in Education , vol.33 , pp. 204-216
    • Young, B.J.1
  • 120
    • 0000659257 scopus 로고    scopus 로고
    • The development of empathy, guilt, and internalization of distress: Implications for gender differences in internalizing and externalizing problems
    • Davidson R., (ed), Oxford: Oxford University Press
    • Zahn-Waxler, C. (2000). The development of empathy, guilt, and internalization of distress: Implications for gender differences in internalizing and externalizing problems. In R. Davidson (Ed.), Wisconsin symposium on emotion: Vol. 1. Anxiety, depression, and emotion (pp. 222–265). Oxford: Oxford University Press.
    • (2000) Wisconsin symposium on emotion: Vol. 1. Anxiety, depression, and emotion , pp. 222-265
    • Zahn-Waxler, C.1
  • 121
    • 34248372754 scopus 로고    scopus 로고
    • Examining the gender gap in IT by race: Young adults’ decisions to pursue an IT career
    • Cohoon J. M., Aspray W., (eds), Cambridge, MA: MIT Press
    • Zarrett, N. R., Malanchuk, O., Davis-Kean, P. E., & Eccles, J. (2006). Examining the gender gap in IT by race: Young adults’ decisions to pursue an IT career. In J. M. Cohoon & W. Aspray (Eds.), Women and information technology (pp. 55–88). Cambridge, MA: MIT Press.10.7551/mitpress/9780262033459.001.0001
    • (2006) Women and information technology , pp. 55-88
    • Zarrett, N.R.1    Malanchuk, O.2    Davis-Kean, P.E.3    Eccles, J.4
  • 122
    • 48849098841 scopus 로고    scopus 로고
    • Why IS: Understanding undergraduate students’ intentions to choose an information systems major
    • Zhang, W. (2007). Why IS: Understanding undergraduate students’ intentions to choose an information systems major. Journal of Information Systems Education, 18, 447–458.
    • (2007) Journal of Information Systems Education , vol.18 , pp. 447-458
    • Zhang, W.1
  • 123
    • 0034393148 scopus 로고    scopus 로고
    • Prädiktoren des Selbstvertrauens von Mädchen und Jungen vor dem erstmaligen Chemieunterricht am Gymnasium [Predictors of girls' and boys' self-confidence before the first Chemistry lessons at a college preparatory school]
    • Ziegler, A., Dresel, M., & Schober, B. (2000). Prädiktoren des Selbstvertrauens von Mädchen und Jungen vor dem erstmaligen Chemieunterricht am Gymnasium [Predictors of girls' and boys' self-confidence before the first Chemistry lessons at a college preparatory school]. Psychologie in Erziehung und Unterricht, 47, 66–75.
    • (2000) Psychologie in Erziehung und Unterricht , vol.47 , pp. 66-75
    • Ziegler, A.1    Dresel, M.2    Schober, B.3


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