References
- Anderton, R. S. (2017). Identifying factors that contribute to academic success in first year allied health and science degrees at an Australian university. Australian Journal of Education, 61(2), 184–199. https://doi.org/10.1177/0004944117713321
- Arnold, K. D. (1993). Undergraduate aspirations and career outcomes of academically talented women: A discriminant analysis. Roeper Review, 15(3), 169–175. https://doi.org/10.1080/02783199309553495
- Baker, V. L., & Griffin, K. A. (2010). Beyond mentoring and advising: Toward understanding the role of faculty “developers” in student success. About Campus, 14(6), 2–8. https://doi.org/10.1002/abc.20002
- Beggs, J. M., Bantham, J. H., & Taylor, S. (2008). Distinguishing the factors influencing college students’ choice of major. College Student Journal, 42(2), 381–394.
- Berger, N. J. (2016). A social psychological examination of factors shaping career and education aspirations through childhood and adolescence (PhD dissertation), Western Sydney University
- Berríos-Allison, A. C. (2005). Family influences on college students’ occupational identity. Journal of Career Assessment, 13(2), 233–247. https://doi.org/10.1177/1069072704270320
- Betts, J. R., & Morell, D. (1999). The determinants of undergraduate grade point average: The relative importance of family background. The Journal of Human Resources, 34(2), 268–293. https://doi.org/10.2307/146346
- Callender, C. (2008). The impact of term-time employment on higher education students’ academic attainment and achievement. Journal of Education Policy, 23(4), 359–377. https://doi.org/10.1080/02680930801924490
- Cantwell, R., Archer, J., & Bourke, S. (2001). A comparison of the academic experiences and achievement of university students entering by traditional and non-traditional means. Assessment and Evaluation in Higher Education, 26(3), 221–234. https://doi.org/10.1080/02602930120052387
- Casner-Lotto, J., & Barrington, L. (2006). Are they really ready to work? Employers’ perspectives on the basic knowledge and applied skills of new entrants to the 21st century US workforce. Partnership for 21st Century Skills: Washington, DC.
- Chee, K. H., Pino, N. W., & Smith, W. L. (2005). Gender differences in the academic ethic and academic achievement. College Student Journal, 39(3), 604–618.
- Clewell, B. C., & Campbell, P. B. (2002). Taking stock: Where we’ve been, where we are, where we’re going. Journal of Women and Minorities in Science and Engineering, 8(3&4), 255–284. https://doi.org/10.1615/JWomenMinorScienEng.v8.i3-4.20
- Cook, R. G. (2011). They’re here, now how do you keep them? Lessons learned with first year college students. International Journal of Technology and Educational Marketing, 1(2), 25–41. https://doi.org/10.4018/ijtem.2011070102
- Dalziel, J. R., & Peat, M. (1998). Academic performance during student transition to university studies. R. Stokell (compiler), Proceedings of the third Pacific Rim Conference on the first year in higher education. (Vol. 1), Auckland, 5–8 July.
- Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Plenum.
- Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227–268. https://doi.org/10.1207/S15327965PLI1104_01
- Dobson, I., & Skuja, E. (2005). Secondary schooling, tertiary entry ranks and university performance. People and Place, 13(1), 53–62. https://search.informit.com.au/fullText;dn=374963634623048;res=IELFSC
- Domenico, D. M., & Jones, K. H. (2006). Career aspirations of women in the 20th century. Journal of Career and Technical Education, 22(2), 1–7. https://doi.org/10.17232/KSET.22.2.1
- Ernst, M. (2014). The triadic model perspective for the study of adolescent motivated behavior. Brain and Cognition, 89, 104–111. https://doi.org/10.1016/j.bandc.2014.01.006
- Foundation, N. S. (2012). Table 2–12. Freshmen intending S&E major, by field, sex, and race/ethnicity: 1995–2010. National Science Foundation.
- Gamse, B. C., Martinez, A., & Bozzi, L. (2017). Calling STEM experts: How can experts contribute to students’ increased STEM engagement? International Journal of Science Education, Part B, 7(1), 31–59. https://doi.org/10.1080/21548455.2016.1173262
- George-Jackson, C. E. (2010). Rethinking the STEM fields: The importance of definitions in examining women's participation and success in the sciences (PhD dissertation), University of Illinois at Urbana-Champaign
- Hartman, H. J. (2001). Developing students’ metacognitive knowledge and skills. In H. J. Hartman (Ed.), Metacognition in learning and instruction (pp. 33–68). Springer.
- Henderson, D., Stanisstreet, M. A., & Boyes, E. (2007). Who wants a job in biology? Student aspirations and perceptions. Journal of Biological Education, 41(4), 156–161. https://doi.org/10.1080/00219266.2007.9656091
- Henri, D. C., Morrell, L. J., & Scott, G. W. (2018). Student perceptions of their autonomy at university. Higher Education, 75(3), 507–516. https://doi.org/10.1007/s10734-017-0152-y
- Holmegaard, H. T., Ulriksen, L. M., & Madsen, L. M. (2014). The process of choosing what to study: A longitudinal study of upper secondary students’ identity work when choosing higher education. Scandinavian Journal of Educational Research, 58(1), 21–40. https://doi.org/10.1080/00313831.2012.696212
- Hossain, M., & Robinson, M. G. (2012). How to motivate US students to pursue STEM (science, technology, engineering and mathematics) careers. US-China Education Review A, 4, 442–451. http://files.eric.ed.gov/fulltext/ED533548.pdf
- James, R., Bexley, E., & Shearer, M. (2009). Improving selection for tertiary education places in Victoria. The University of Melbourne.
- Justman, M., & Méndez, S. (2016). Gendered selection of STEM subjects for matriculation. Victorian Department of Education and Training.
- Krause, K. L., Hartley, R., James, R., & McInnis, C. (2005). The first year experience in Australian universities: Findings from a decade of national studies. The University of Melbourne.
- Li, I., & Dockery, A. M. (2015). Does school socio-economic status influence university outcomes? Australian Journal of Labour Economics, 18(1), 75–94. http://hdl.handle.net/20.500.11937/19422
- Li, T., & Zhang, J. (2010). What determines employment opportunity for college graduates in China after higher education reform? China Economic Review, 21(1), 38–50. https://doi.org/10.1016/j.chieco.2009.10.001
- Lukkarinen, A., & Koivukangas, P. (2018). Relationship between student guidance and academic achievement. Paper presented at the 4th International Conference on higher education Advances, Universitat Politecnica de Valencia: Valencia, June 20-22, 2018.
- Luzzo, D. A., Hasper, P., Albert, K. A., Bibby, M. A., & Martinelli Jr, E. A. (1999). Effects of self-efficacy-enhancing interventions on the math/science self-efficacy and career interests, goals, and actions of career undecided college students. Journal of Counseling Psychology, 46(2), 233–243. https://doi.org/10.1037/0022-0167.46.2.233
- Marshall, S. (2018). Are New Zealand universities underperforming? An analysis of international enrolments in Australian and New Zealand universities. Compare: A Journal of Comparative and International Education, 49(3), 471–488, https://doi.org/10.1080/03057925.2018.1425608
- Martin, A. J., Wilson, R., Liem, G. A. D., & Ginns, P. (2013). Academic momentum at university/college: Exploring the roles of prior learning, life experience, and ongoing performance in academic achievement across time. The Journal of Higher Education, 84(5), 640–674. https://doi.org/10.1353/jhe.2013.0029
- Mathews, M. R. (2004). Accounting curricula: Does professional accreditation lead to uniformity within Australian bachelor's degree programmes? Accounting Education, 13(sup1), 71–89. https://doi.org/10.1080/0963928042000310805
- Messinis, G., & Sheehan, P. (2015). The academic performance of first year students at Victoria University by entry score and SES, 2009-2013. https://www.vu.edu.au/sites/default/files/cses/pdfs/the-academic-performance-of-first-year-students-at-VU-by-entry-score-and-SES-2009-2013.pdf
- Mills, C., Heyworth, J., Rosenwax, L., Carr, S., & Rosenberg, M. (2009). Factors associated with the academic success of first year health science students. Advances in Health Sciences Education, 14(2), 205–217. https://doi.org/10.1007/s10459-008-9103-9
- Mok, K. H., & Neubauer, D. (2016). Higher education governance in crisis: A critical reflection on the massification of higher education, graduate employment and social mobility. Journal of Education and Work, 29(1), 1–12. https://doi.org/10.1080/13639080.2015.1049023
- Nathan, M. L. (2015). Strategic teaching of strategic thinking. Universal Journal of Management, 3(9), 364–371. https://doi.org/10.13189/ujm.2015.030903
- Niemiec, C. P., Ryan, R. M., & Deci, E. L. (2009). The path taken: Consequences of attaining intrinsic and extrinsic aspirations in post-college life. Journal of Research in Personality, 43(3), 291–306. https://doi.org/10.1016/j.jrp.2008.09.001
- Norton, A. (2017). Universities and the evolving graduate labour market. In R. James, S. French, & P. Kelly (Eds.), Visions for Australian tertiary education (pp. 91–100). Melbourne Centre for the Study of Higher Education: The University of Melbourne.
- Ogunde, J. C., Overton, T. L., Thompson, C. D., Mewis, R., & Boniface, S. (2017). Beyond graduation: Motivations and career aspirations of undergraduate chemistry students. Chemistry Education Research and Practice, 18(3), 457–471. https://doi.org/10.1039/C6RP00248J
- Palmer, S., Campbell, M., Johnson, E., & West, J. (2018). Occupational outcomes for bachelor of science graduates in Australia and implications for undergraduate science curricula. Research in Science Education, 48(5), 989–1006. https://doi.org/10.1007/s11165-016-9595-x
- PCAST. (2012). Engage to excel: Producing one million additional college graduates with degrees in science, technology, engineering, and mathematics. Report to the President. Washington DC.
- Rapoport, B., & Thibout, C. (2018). Why do boys and girls make different educational choices? The influence of expected earnings and test scores. Economics of Education Review, 62, 205–229. https://doi.org/10.1016/j.econedurev.2017.09.006
- Rayner, G., & Papakonstantinou, T. (2015). Employer perspectives of the current and future value of STEM graduate skills and attributes: An Australian study. Journal of Teaching and Learning for Graduate Employability, 6(1), 100–115. https://doi.org/10.21153/jtlge2015vol6no1art576
- Rayner, G., & Papakonstantinou, T. (2018). Interactions among students’ prior learning, aspiration, confidence and university entrance score as determinants of academic success. Student Success, 9(2), 1–13. https://doi.org/10.5204/ssj.v9i2.438
- Robertson, M. (2000). European undergraduate entrepreneurial cultures, backgrounds and career aspirations. Leeds Metropolitan University, Faculty of Business.
- Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78. https://doi.org/10.1037/0003-066X.55.1.68
- Sadler, P. M., & Tai, R. H. (2007). Advanced placement exam scores as a predictor of performance in introductory college Biology, Chemistry and Physics courses. Science Educator, 16(2), 1–19. http://files.eric.ed.gov/fulltext/EJ783418.pdf
- Schein, H. K., & Laff, N. S. (1997). Working with undecided students: A hands-on strategy. NACADA Journal, 17(1), 44–48. https://doi.org/10.12930/0271-9517-17.1.44
- Schmitt, N. (2012). Development of rationale and measures of non-cognitive college student potential. Educational Psychologist, 47(1), 18–29. https://doi.org/10.1080/00461520.2011.610680
- Shaw, E. J., & Barbuti, S. (2010). Patterns of persistence in intended college major with a focus on STEM majors. NACADA Journal, 30(2), 19–34. https://doi.org/10.12930/0271-9517-30.2.19
- Skinner, E., Saxton, E., Currie, C., & Shusterman, G. (2017). A motivational account of the undergraduate experience in science: Brief measures of students’ self-system appraisals, engagement in coursework, and identity as a scientist. International Journal of Science Education, 39(17), 2433–2459. https://doi.org/10.1080/09500693.2017.1387946
- Smith, J., & Naylor, R. (2001). Determinants of degree performance in UK universities: A statistical analysis of the 1993 student cohort. Oxford Bulletin of Economics and Statistics, 63(1), 29–60. https://doi.org/10.1111/1468-0084.00208
- Social Research Centre (Firm). (2018). 2018 Graduate Outcomes Survey-Longitudinal (GOS-L): medium-term graduate outcomes. https://www.qilt.edu.au/docs/default-source/gos-reports/2018-gos/2018-gos-national-report-2018.pdf?sfvrsn=a729e33c_4
- Sowell, M. (2006). The relationship of parental influence on student career choice of biology and non-biology majors enrolled in a freshman biology course (PhD dissertation). Auburn University at Alabama.
- Spall, K., Barrett, S., Stanisstreet, M., Dickson, D., & Boyes, E. (2003). Undergraduates’ views about biology and physics. Research in Science & Technological Education, 21(2), 193–208. https://doi.org/10.1080/0263514032000127239
- Staniec, J. F. O. (2004). The effects of race, sex, and expected returns on the choice of college major. Eastern Economic Journal, 30(4), 549–562. https://www.jstor.org/stable/40326147
- Stemler, S. E. (2012). What should university admissions tests predict? Educational Psychologist, 47(1), 5–17. https://doi.org/10.1080/00461520.2011.611444
- Teichler, U., & Bürger, S. (2008). Student enrolments and graduation trends in the OECD Area: What can we learn from international statistics? In Chapter 5 in: Higher education to 2030: Demography, vol. 1 Demography (pp. 151–172). OECD.
- Tessema, M., Ready, K., & Malone, C. (2012). Effect of gender on college students’ satisfaction and achievement: The case of a midsized Midwestern public university. International Journal of Business and Social Science, 3(10), 1–11. http://ijbssnet.com/journals/Vol_3_No_10_Special_Issue_May_2012/1.pdf
- Vitale, M. P., Porzio, G. C., & Doreian, P. (2016). Examining the effect of social influence on student performance through network autocorrelation models. Journal of Applied Statistics, 43(1), 115–127. https://doi.org/10.1080/02664763.2015.1049517
- Waldman, D. A., & Korbar, T. (2004). Student assessment center performance in the prediction of early career success. Academy of Management Learning & Education, 3(2), 151–167. https://doi.org/10.5465/amle.2004.13500529
- Wang, X. (2013). Why students choose STEM majors: Motivation, high school learning, and postsecondary context of support. American Educational Research Journal, 50(5), 1081–1121. https://doi.org/10.3102/0002831213488622
- Whiteley, S., Bricknall, R., Bolton, L., Iarossi, D., Grisdale, J., Christiansen, A., Antic, R., Sng, G., Misson, S., & Yip, W. (2018). 2017 Graduate Outcomes Survey National Report. Social Research Centre, Quality Indicators for Learning and Teaching: Melbourne Australia.
- Wigfield, A., Battle, A., Keller, L. B., & Eccles, J. S. (2002). Sex differences in motivation, self-concept, career aspiration, and career choice: Implications for cognitive development. In A. V. McGillicuddy-De Lisi, & R. De Lisi (Eds.), Biology, Society, and Behavior: The development of sex differences in cognition (pp. 93–124). Ablex Publishing.
- Wright, V. J. (2015). Is ATAR useful for predicting the success of Australian students in initial teacher education? Australian Journal of Teacher Education, 40(9), 1–15. https://doi.org/10.14221/ajte.2015v40n9.1