Gender differences favouring females in Estonian university students’ views of mathematics
Abstract
This study reports on first-year Estonian university students’ views of mathematics. The data were collected from 970 university students of different disciplines. The participants completed a Likert-type questionnaire that was compiled from previously published instruments. The results reveal the importance of Mastery Goal Orientation as central to the structure of their views of mathematics. In this study, in five of six dimensions, females hold a more positive view of mathematics than do male students. Performance-Approach Goal Orientation was the only dimension in which we found no statistically significant gender difference. In all the other dimensions, the female respondents expressed a more positive affect towards mathematics: They showed a more powerful mastery orientation, valued mathematics more, felt more competent, perceived their teacher more positively, and cheated less frequently.
References
Ai, X. (2002). Gender differences in growth in mathematics achievement: three-level longitudinal and multilevel analyses of individual, home, and school influences. Mathematical Thinking and Learning, 4, 1-22. https://doi.org/10.1207/S15327833MTL0401_1
Andrews, P., Diego-Mantecón, J., Op 't Eynde, P. & Sayers, J. (2007). Evaluating the sensitivity of the refined mathematics-related beliefs questionnaire to nationality, gender and age. In D. Pitta-Pantazi & G. Philippo (Eds.), Proceedings of the Fifth Congress of the European Society for Research in Mathematics Education (pp. 209-218). Larnaca: CERME.
Armstrong, J. M. (1981). Achievement and participation of women in mathematics: results of two national surveys. Journal for Research in Mathematics Education, 12, 356-372. https://doi.org/10.2307/748836
Brandell, G. & Staberg, E.-M. (2008). Mathematics: A female, male or gender- middle domain? A study of attitudes among students at secondary level. Gender and Education, 20 (5), 495-509. https://doi.org/10.1080/09540250701805771
Diego-Mantecón, J., Andrews, P. & Op 't Eynde. (2007). Refining the mathematics-related beliefs questionnaire (MRBQ). In D. Pitta-Pantazi & G. Philippo (Eds.), Proceedings of the Fifth Congress of the European Society for Research in Mathematics Education (pp. 229-238). Larnaca: CERME.
Einaste, I. (2013). Eesti kõrgkoolide matemaatika ja informaatika üliõpilaste enesetõhususe ja motivatsiooni analüüs [Difference of academic motivation and self-efficacy between the mathematics and informatics students of Estonian colleges] (Unpublished Bachelor's thesis). Tartu University, Estonia. Retrieved from http://dspace.utlib.ee/dspace/bitstream/handle/10062/30448/einaste_ingi_2013.pdf
Else-Quest, N. M., Hyde, J. S. & Linn, M. C. (2010). Cross-national patterns of gender differences in mathematics: a meta-analysis. Psychological Bulletin, 136 (1), 103-127. https://doi.org/10.1037/a0018053
Estonian Ministry of Education and Research. (2011). The number of students studying according to higher education curricula. Retrieved from http://www.hm.ee/index.php?048183
Field, A. (2009). Discovering statistics using SPSS (3rd Ed.). London: Sage Publications.
Fennema, E. (1989). The study of affect and mathematics: a proposed generic model. In D. B. McLeod & V. M. Adams (Eds.), Affect and mathematical problem-solving: a new perspective (pp. 205-219). New York: Springer. https://doi.org/10.1007/978-1-4612-3614-6_14
Fennema, E. & Peterson, P. (1985). Autonomous learning behavior: a possible explanation of gender-related differences in mathematics. In L. C. Wilkinson & C. B. Marrett (Eds.), Gender influences in classroom interaction (pp. 17-35). San Diego: Academic Press. https://doi.org/10.1016/B978-0-12-752075-9.50007-6
Finne, L. M. (1996). Gender and mathematics education in Finland. In G. Hanna (Ed.), Towards gender equity in mathematics education: an ICMI Study (pp. 155-178). Dordrecht: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47205-8_11
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. https://doi.org/10.1207/s15327833mtl0604_2
Frost, L. A., Hyde, J. S. & Fennema, E. (1994). Gender, mathematics performance, and mathematics related attitudes and affect: a meta-analytic synthesis. International Journal of Educational Research, 21 (4), 373-385. https://doi.org/10.1016/S0883-0355(06)80026-1
Grevholm, B. (1996). Women's participation in mathematics education in Sweden. In G. Hanna (Ed.), Towards gender equity in mathematics education: an ICMI Study (pp. 111-124). Dordrecht: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47205-8_8
Hag, K. (1996). Gender and mathematics education in Norway. In G. Hanna (Ed.), Towards gender equity in mathematics education: an ICMI Study (pp. 125-137). Dordrecht: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47205-8_9
Hanna, G. (1996). Towards gender equity in mathematics education: an ICMI study. Dordrecht: Kluwer Academic Publishers.
Hannula, M. S. (2011). The structure and dynamics of affect in mathematical thinking and learning. In M. Pytlak, E. Swoboda & T. Rowland (Eds.), Proceedings of the Seventh Congress of the European Society for Research in Mathematics Education (pp. 34-60). University of Rzesów.
Hannula, M. S., Kaasila, R., Laine, A. & Pehkonen, E. (2006). The structure of student teachers' view of mathematics at the beginning of their studies. In M. Bosch (Ed.), Proceedings of the Fourth Congress of the European Society for Research in Mathematics Education (pp. 205-214). Barcelona: Fundemi IQS - Universitat Ramon Llull.
Hannula, M. S. & Laakso, J. (2011). The structure of mathematics related beliefs, attitudes and motivation among Finnish grade 4 and grade 8 students. In B. Ubuz (Ed.), Proceedings of the 35th conference of the International Group for the Psychology of Mathematics Education (Vol. 3, pp. 9-16). Ankara: PME.
Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Journal of Research in Mathematics Education, 21, 33-46. https://doi.org/10.2307/749455
Hinkle, D. E., Wiersma, W. & Jurs, S. G. (2009). Applied statistics for the behavioural sciences. Belmont: Wadsworth Publishing.
Holton, D. (2001). Teaching and learning of mathematics at university level mathematics education: an ICMI study. Dordrecht: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47231-7
Hyde, J. S., Fennema, E. & Lamon, S. J. (1990). Gender differences in mathe- matics performance: a meta-analysis. Psychological Bulletin, 107, 139-155. https://doi.org/10.1037/0033-2909.107.2.139
Hyde, J. S., Lindberg, S. M., Linn, M. C., Ellis, A. & Williams, C. (2008). Gender similarities characterize math performance. Science, 321, 494-495. https://doi.org/10.1126/science.1160364
Juter, K. (2005). Students' attitudes to mathematics and performance in limits of function. Mathematics Education Research Journal, 17 (2), 91-110. https://doi.org/10.1007/BF03217417
Kaldo, I. & Hannula, M. S. (2012). Structure of university students' view of mathematics in Estonia. Nordic Studies in Mathematics Education, 17 (2), 5-26.
Kaldo, I. & Reiska, P. (2012). Estonian science and non-science students' attitudes towards mathematics at the university level. Teaching Mathematics and its Applications, 31, 95-105. https://doi.org/10.1093/teamat/hrs001
Karu, M. & Nurmela, K. (2007). Gender and career development - Estonia. EIROonline. Retrieved from http://www.eurofound.europa.eu/eiro/studies/ tn0612019s/ee0612019q.htm
Kikas, E., Peets, K., Palu, A. & & Afanasjev, J,. (2009). The role of individual and contextual factors in the development of maths skills. Educational Psychology, 29 (5), 541-560. https://doi.org/10.1080/01443410903118499
Kislenko, K. (2009). Mathematics is a bit difficult but you need it a lot: Estonian pupils' beliefs about mathematics. In J. Maaß & W. Schlöglmann (Eds.), Beliefs and attitudes in mathematics education: new research results (pp. 143-164). Rotterdam: Sense Publishers. https://doi.org/10.1163/9789087907235_012
Kislenko, K. (2011). Exploring pupils' beliefs about mathematics: cases from Estonia and Norway (Unpublished doctoral dissertation). University of Agder, Norway.
Lam, S., Jimerson, S., Kikas, E., Cefai, C., Veiga, F. H., et al. (2011). Do girls and boys perceive themselves as equally engaged in school? The results of an international study from 12 countries. Journal of School Psychology, 50 (1), 77-94. https://doi.org/10.1016/j.jsp.2011.07.004
Leder, G. (1982). Mathematics achievement and fear success. Journal for Research in Mathematics Education, 13 (2), 124-135. https://doi.org/10.2307/748359
Leder, G. (1995). Equity inside the mathematics classroom: fact or artifact? In W. G. Secada, E. Fennema & L. B. Adaijan (Eds.), New directions for equity in mathematics education (pp. 209-224). Cambridge University Press.
Leder, G. C., Forgasz, H. J. & Solar, C. (1996). Research and intervention programs in mathematics education: a gendered issue. In A. Bishop, K. Clements, C. Keitel, J. Kilpatrick & C. Laborde (Eds.), International handbook of mathematics education (pp. 945-985). Dordrecht: Kluwer. https://doi.org/10.1007/978-94-009-1465-0_29
Li, Q. (1999). Teachers' beliefs and gender differences in mathematics: a review. Educational Research, 41 (1), 63-76. https://doi.org/10.1080/0013188990410106
Li, Q. (2007). Mathematics, science, and technology in secondary schools: Do gender and region make a difference? Canadian Journal of Learning and Technology, 33 (1), 41-57. https://doi.org/10.21432/T2N018
Licht, B. G. & Dweck, C. S. (1987). Sex differences in achievement orientations. In M. Arnot & G. Weiner (Eds.), Gender and the politics of schooling. London: Unwin-Hyman.
McLeod, D. B. (1992). Research on affect in mathematics education: a reconceptualization. In D. A. Grouws (Ed.), Handbook of research on mathematics teaching and learning (pp. 575-596). New York: Macmillan.
Midgley, C., Maehr, M. L., Hruda, L., Anderman, E. M., Anderman, L., et al. (2000). Manual for the patterns of adaptive learning scales (PALS). Ann Arbor: University of Michigan.
Mullis, I. V. S., Martin, M. O., Gonzalez, E. J. & Chrostowski, S. J. (2004). TIMSS 2003 international mathematics report: findings from IEA's Trends in International Mathematics and Science Study at the fourth and eighth grades. Chestnut Hill: Boston College.
Murtonen, M., Olkinuora, E., Tynjälä, P. & Lehtinen, E. (2008). Do I need research skills in working life? University students' motivation and difficulties in quantitative methods courses. Higher Education, 56 (5), 599-612. https://doi.org/10.1007/s10734-008-9113-9
Norman, G. (2010). Likert scales, levels of measurement and the "laws" of statistics. Advances in Health Sciences Education, 15 (5), 625-632. https://doi.org/10.1007/s10459-010-9222-y
Nurmi, A., Hannula, M. S., Maijala, H. & Pehkonen, E. (2003). On pupils' self-confidence in mathematics: gender comparisons. In N. A. Pateman, B. J. Dougherty & J. Zilliox (Eds.). Proceedings of the 27th conference of the International Group for the Psychology of Mathematics Education held jointly with the 25th conference of PME-NA (Vol. 3, pp. 453-460). Honolulu: PME/ PME-NA.
OECD. (2003). First results from PISA 2003. Executive summary. Retrieved from http://www.oecd.org/dataoecd/1/63/34002454.pdf
OECD. (2009). PISA 2006 Technical Report. Paris: Author. https://doi.org/10.1787/9789264048096-en
Op 't Eynde, P. & De Corte, E. (2003, April). Students' mathematics-related belief systems: design and analysis of a questionnaire. Paper presented at the annual meeting of the American Educational Research Association, Chicago.
Op 't Eynde, P., De Corte, E. de & Verschaffel, L. (2002). Framing students' mathematics related beliefs. A quest for conceptual clarity and comprehensive categorization. In. G. C. Leder, E. Pehkonen & G. Toerner (Eds.), Beliefs: a hidden variable in mathematics education? (pp. 13-37). Dordrecht: Kluwer. https://doi.org/10.1007/0-306-47958-3_2
Pehkonen, E. (1996). Some findings in the international comparison of pupils' mathematical views. In E. Pehkonen (Ed.), Current state of research on mathematical beliefs III. Proceedings of the MAVI-3 workshop (pp. 65-69). University of Helsinki.
Pehkonen, E. & Törner, G. (1996). Mathematical beliefs and different aspects of their meaning. ZDM - The International Journal on Mathematics Education, 28, 101-108.
Pepin, B. (2011). Pupils' attitudes towards mathematics: a comparative study of Norwegian and English secondary students. ZDM - The International Journal on Mathematics Education, 43 (4), 535-546. https://doi.org/10.1007/s11858-011-0314-9
Preacher, K. J. (2002, May). Calculation for the test of the difference between two independent correlation coefficients [Computer software]. Retrieved from http://quantpsy.org
Roesken, B., Hannula, M. S. & Pehkonen, E. (2011). Dimensions of students' views of themselves as learners of mathematics. ZDM - The International Journal on Mathematics Education, 43 (4), 497-506. https://doi.org/10.1007/s11858-011-0315-8
Rööp, M. (2013). Matemaatika-informaatikateaduskonna bakalaureuseastme üliõpilase kirjeldus ja õppetöö tulemusi ennustavad tegurid [Learning outcomes predictors of bachelor students in the faculty of mathematics and computer science] (Unpublished Bachelor's thesis). Tartu University, Estonia. Retrieved from http://dspace.utlib.ee/dspace/bitstream/handle/10062/30437/roop_madli_2013.pdf
Schoenfeld, A. (1985). Mathematical problem solving. Orlando: Academic Press.
Soro, R. (2002). Opettajien uskomukset tytöistä, pojista ja tasa-arvosta matematiikassa [Teachers' beliefs about girls, boys, and equity in mathematics]. Annales Universitatis Turkuensis, C (191). University of Turku.
Steinthorsdóttir, O. B. & Sriraman, B. (2007). Girls' belief about the learning of mathematics. The Montana Mathematics Enthusiast. Festschrift in honor of Günter Törner's 60th birthday, 3, 169-178.
Sumpter, L. (2009). On aspects of mathematical reasoning: affect and gender (Doctoral thesis). Department of Mathematics, Umeå University. Retrieved from http://www.diva-portal.org/smash/record.jsf?pid=diva2:216376&rvn=1
Vallerand, R. J., Pelletier, L. G., Blais, M. R., Brière N. M., Senécal, C. B. & Vallières, E. F. (1992). Academic motivation scale (AMS-C 28) college (CEGEP) version. Educational and Psychological Measurement, 52-53. Retrieved from www.er.uqam.ca/nobel/r26710/LRCS/scales/emecegep_en.doc https://doi.org/10.1037/t25718-000
Winter, J. C. F. de & Dodou, D. (2012). Five-point Likert items: t test versus Mann-Whitney-Wilcoxon. Practical Assessment, Research & Evaluation, 15 (11), 1-16.
Yusof, Y. B. M. & Tall, D. (1994). Changing attitudes to mathematics trough problem-solving. In J. P. da Ponte & J. F. Matos (Eds.), Proceedings of the 18th International conference for the Psychology of Mathematics Education (Vol. 4, pp. 401-408). Lisbon: PME.
Downloads
Published
How to Cite
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.