Choice of Courses in Mathematics at Upper-Secondary School and Attitudes towards Mathematics among Business Students: The Case of Norway
Abstract
This study will focus on students’ attitude towards mathematics. A negative attitude might be one reason for choosing practical mathematics in upper secondary school. The sample includes 230 students from 3 business schools in Norway in their first half-year, when business mathematics was on their schedule. The data were collected through surveys. Then, using a factor analysis, a measurement instrument for ‘attitude towards mathematics’ was constructed. The chosen methods were the independent-samples t-test and a binary logistic regression. A substantial difference was found among the students depending on their choice of the mathematical level at upper-secondary school. The findings suggest that students with practical mathematics have substantially lower self-confidence, value and enjoyment in mathematics than those who chose the other levels of mathematics. Should Norwegian universities consider changing their requirements to a qualification level of skills within mathematics for degrees in economics and business administration? Changing the enrolment rules – requiring theoretical mathematics from upper-secondary school – would perhaps lead students with low self-confidence and enjoyment in mathematics to choose courses that involve less use of mathematics.
https://doi.org/10.26803/ijlter.18.7.15
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Adediwura, A. A. (2011). The development and confirmatory factor analysis of a scale for the measurement of gifted students attitude towards mathematics. World Journal of Education, 1(1), 52–62. doi:10.1080/19477503.2019.1582960
Adelson, J. L. & McCoach, D. B. (2011). Development and psychometric properties of the math and me survey: Measuring third through sixth graders’ attitudes toward mathematics. Measurement and Evaluation in Counseling and Development, 44(4), 225–247. doi:10.1177/0748175611418522
Anderson, V. (2007). An online survey to assess student anxiety and attitude response to six different mathematical problems. Launceston College and University of Tasmania. Mathematics: Essential Research, Essential Practice, 1, 93–102.
Benken, B. M., Ramirez, J., Li, X. & Wetendorf, S. (2015). Developmental mathematics success: Impact of students’ knowledge and attitudes. Journal of Developmental Education, 14–31.doi:10.1080/19477503.2019.1582960
Bonesrønning, H. & Opstad, L. (2015). Can student effort be manipulated? Does it matter? Applied Economics, 47(1)5, 1511−1524. doi:10.1080/00036846.2014.9979
Christopher, B. A. (2018). The Relationship Between Calibration, Mindset, Mathematics Anxiety and Achievement in Pre-Service Elementary Teachers.
Ercikan, L., McCreith, T. & Lapointe, V. (2005). Factors associated with mathematics achievement and participation in advanced mathematics courses: An examination of gender differences from an international perspective. School Science and Mathematics, 105(1), 5–14. doi:10.1111/j.1949-8594.2005.tb18031.x
Federman, M. (2007). State graduation requirements, high school course taking, and choosing a technical college major. BE Journal of Economic Analysis & Policy, 7(1). doi:10.2202/1935-1682.1521
Fennema, E. & Sherman, J. (1976). Fennema-Sherman mathematics attitudes scales: Instrument designed to measure attitudes toward mathematics, toward the learning of mathematics by females and males. Journal for Research in Mathematics Education, 7, 324–326. doi:10.2307/748467
GarcÃa, T., Rodriguez, C., Betts, L., Areces, D. & González-Castro, P. (2016). How affective-motivational variables and approaches to learning predict mathematics achievement in upper elementary levels. Learning and Individual Differences, 49, 25–31. doi:10.1016/j.lindif.2016.05.021
Groen, L., Coupland, M., Langtry, T., Memar, J., Moore, B., & Stanley, J. (2015). The mathematics problem and mastery learning for first-year, undergraduate STEM students. International Journal of Learning, Teaching and Educational Research, 11(1).
Guy, G. M., Cornick, J. & Beckford, I. (2015). More than math: On the affective domain in developmental mathematics. International Journal for the Scholarship of Teaching and Learning, 9(2), 7.doi:10.20429/ijsotl.2015.090207 Press.
Higgins, K., Huscroft-D’Angelo, J. & Crawford, L. (2017). Effects of technology in mathematics on achievement, motivation, and attitude: A meta-analysis. Journal of Educational Computing Research, 57(2). doi:10.1177/0735633117748416
Huang, Y.-C. & Lin, S.-H. (2015). Development and validation of an inventory for measuring student attitudes toward calculus. Measurement and Evaluation in Counseling and Development, 48(2), 109–123. doi:10.1177/0748175614563314
Hyde, J. S., Fennema, E., Ryan, M., Frost, L. A. & Hopp, C. (1990). Gender comparisons of mathematics attitudes and affect: A meta-analysis. Psychology of Women, 14(3), 299–324. doi:10.1111/j.1471-6402.1990.tb00022.x
Johnston, S. (1994). Choosing mathematics: ‘You need it even if you don’t want to do it’. Australian Journal of Education, 38, 233–249. doi:10.1177/000494419403800304
Joshi, A., Kale, S., Chandel, S. & Pal, D. K. (2015). Likert scale: Explored and explained. British Journal of Applied Science & Technology, 7(4), 396. doi:10.9734/bjast/2015/14975
Kiwanuka, H. N., Van Damme, J., Van Den Noortgate, W., Anumendem, D. N., Vanlaar, G., Reynolds, C. & Speranza, N. (2017). How do student and classroom characteristics affect attitude toward mathematics? A multivariate multilevel analysis. School Effectiveness and School Improvement, 28(1), 1–21. doi:10.1080/09243453.2016.1201123
Köğce, D., Yildiz, C., Aydin, M. & Altindag, R. (2009). Examining elementary school students’ attitudes towards mathematics in terms of some variables. Procedia – Social and Behavioral Sciences, 1, 291–295. doi:10.1016/j.sbspro.2009.01.053.01.05301.053
Lim, S. Y. & Chapman, E. (2013). Development of a short form of the attitudes toward mathematics inventory. Educational Studies in Mathematics: An International Journal, 82, 145–164. doi:10.1007/s10649-012-9414-x
Lim, S. Y. & Chapman, E. (2015). Identifying affective domains that correlate and predict mathematics performance in high-performing students in Singapore. Educational Psychology, 35(6), 747–764. doi:10.1080/01443410.2013.860221
Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on math anxiety. Psychology research and behavior management, 11, 311. doi:10.2147/PRBM.S141421
Majeed, A. A., Gusti Ngurah Darmawan, I. & Lynch, P. (2013). A confirmatory factor analysis of attitudes toward mathematics inventory (ATMI). Available at: digital.library.adelaide.edu.au
Mazana, M. Y., Montero, C. S., & Oyelere, S. S. (2019, May). Information and Communication Technology in Mathematics Education–Integration Readiness in Tanzania Higher Education Institutions. In International Conference on Social Implications of Computers in Developing Countries (pp. 409-420). Springer, Cham.
Mohd, N., Mahmood, T. F. P. T., & Ismail, M. N. (2011). Factors that influence students in mathematics achievement. International Journal of Academic Research, 3(3), 49-54.
Musu-Gillette, L. E., Wigfield, A., Harring, J. R. & Eccles, J. S. (2015). Trajectories of change in students’ self-concepts of ability and values in math and college major choice. Educational Research and Evaluation, 21(4), 343–370. doi:10.1080/13803611.2015.1057161
Mutawah, A. & Masooma, A. (2015). The influence of mathematics anxiety in middle and high school students math achievement. International Education Studies, 8(11), 239–252. doi:10.5539/ies.v8n11p239
Nagy, G., Trautwein, U., Baumert, J., Köller, O. & Garrett, J. (2006). Gender and course selection in upper secondary education: Effects of academic self-concept and intrinsic value. Educational Research and Evaluation, 12(4), 323–345. doi:10.1080/13803610600765687
Núñez-Peña, M. I., Suarez-Pellicioni, M. & Bono, R. (2013). Effects of math anxiety on student success in higher education. International Journal of Education Research, 58, 36–43. doi:10.1016/j.ijer.2012.12.004
Odell, P. M. & Schumacher, P. (1998). Attitudes toward mathematics and predictors of college mathematics grades: Gender differences in a 4-year business college. Journal of Education for Business, 74(1), 34–38. doi:10.1080/08832329809601658
Opstad, L. (2017). Matematikkens betydning for suksess ved økonomisk-administrative studier. Bred og spiss! NTNU Handelshøyskolen 50 år: En vitenskapelig jubileumsantologi (in Norwegian).
Opstad, L. (2018). Success in business studies and mathematical background: The case of Norway. Journal of Applied Research in Higher Education, 10(3), 399–408. Available from: https://doi.org/10.1108/JARHE-11-2017-0136
Opstad, L. & Årethun, T. (2019). Val av matematikkretning i den vidaregåande skulen. Unpublished paper, Department of Economics, NTNU, Norway (in Norwegian).
Osman, M. E. T., Al Khamisi, H., Al Barwani, T., & Al Mekhlafi, A. (2016). EFL reading achievement: Impact of gender and self-efficacy beliefs. International Journal of Learning, Teaching and Educational Research, 15(3).
Pinxten, M., Marsh, H. W., De Fraine, B., Van Den Noortgate, W. & Van Damme, J. (2014). Enjoying mathematics or feeling competent in mathematics? Reciprocal effects on mathematics achievement and perceived math effort expenditure. British Journal of Educational Psychology, 84(1), 152–174. doi:10.1111/bjep.12028
Reilly, D., Neumann, D. L. & Andrews, G. (2019). Investigating gender differences in mathematics and science: Results from the 2011 Trends in Mathematics and Science Survey. Research in Science Education, 49(1), 25–50. doi:10.1007/s11165-017-9630-6
Sax, L. J., Kanny, M. A., Riggers-Piehl, T. A., Whang, H. & Paulson, L. N. (2015). ‘But I’m not good at math’: The changing salience of mathematical self-concept in shaping women’s and men’s STEM aspirations. Research in Higher Education, 56(8), 813–842. doi:10.1007/s11162-015-9375-x
Sheffield, D. & Hunt, T. (2006). How does anxiety influence maths performance and what can we do about it? Retrieved from http://journals.heacademy.ac.uk/, doi10.11120/msor.2006.06040019
Shih, J., Ing, M., Phelan, J., Brown, R., & Maiorca, C. (2019). The Influence of Students’ Self-Perceptions and Mathematics Experiences on Learning More Mathematics in the Future. Investigations in Mathematics Learning, 11(3), 220-229. doi:10.1080/19477503.2019.1582960
Sikora, J. & Pitt, D. G. (2018). Does advanced mathematics help students enter university more than basic mathematics? Gender and returns to year 12 mathematics in Australia. Mathematics Education Research Journal, 1–22. doi:10.1007/s13394-018-0249-3
Sundre, D., Barry, C., Gynnild, V. & Tangen Ostgard, E. (2012). Motivation for achievement and attitudes toward mathematics instruction in a required calculus course at the Norwegian University of Science and Technology. Numeracy, 5(1), 4. doi:10.5038/1936-4660.5.1.4
Tapia, M. & Marsh II, G. E. (2004). An instrument to measure mathematics attitudes. Academic Exchange Quarterly, Summer, p. 16+. Academic OneFile. Available from: https://link.galegroup.com/apps/doc/A121714083/AONE?u=googlescholar&sid=AONE&xid=abd79c72. Accessed 18 February 2019.
Yaratan, H. & Kasapoğlu, L. (2012). Eighth grade students’ attitude, anxiety, and achievement pertaining to mathematics lessons. Procedia – Social and Behavioral Sciences, 46, 162–171. doi:10.1016/j.sbspro.2012.05.087
Yeo, W. L., Tan, C. K. & Lew, S. L. (2015). Mathematics anxiety among male and female students. World Academy of Science, Engineering and Technology, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, 9(8), 2830–2835. doi:10.1016/j.sbspro.2010.12.066
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