MATH ANXIETY, LEARNING ENGAGEMENT AND PERCEIVED USEFULNESS OF TECHNOLOGY AS PREDICTORS TO PERFORMANCE OF STUDENTS IN MATHEMATICS

Authors

  • Eugine B. Dodongan1 Davao de Oro State College Tagum City, Davao del Norte, Philippines

DOI:

https://doi.org/10.51453/2354-1431/2021/663

Keywords:

math anxiety, engagement, perceived usefulness of technology, math performance, Philippines

Abstract

The focus of this research was to verify if there was a link among anx-iety toward mathematics, learning engagement, and their perception of technology’s usefulness in mathematics. This ex-post research looked into the relationship and predictive degree of students’ math anxiety, learning engagement, and perceived usefulness of technology to their mathematics achievement. Both math anxiety and students’ perceptions of the utility of technology in learning have a significant impact on students’ mathematics performance, but not on their engagement. The findings showed the impor-tance of a high level of anxiety in improving student math performance. Additionally, math anxiety and the perceived usefulness of technology were discovered to be predictors of student mathematics performance. The findings suggest that anxiety, engagement, and perceptions of technology’s usefulness should all be considered when improving students’ general math-ematics performance.

Downloads

Download data is not yet available.

References

[1] Abubakar, A.M. (2017). Students' engagement in relationship to academic performance. Journal of Education and Social Sciences, Vol. 8, Issue 1.

[2] Al-Momani, M., Pilli, O., & Fanaeian, Y. (2014). Investigating the students’ attitude toward the use of e-learning in Girne American university. International Journal of Business and Social Science. 5. 169-175. Retrieved from shorturl.at/jwzN5 on March 6, 2021.

[3] Alrajeh, T., & Shindel, B. (2020). Student engagement and math teachers support. Journal on Mathematics Education. 11. 167-180. 10.22342/jme.11.2.10282.167-180.

[4] Awaludin, I.S., Ab Razak, R., Azliana Aridi, N. & Selamat, Z. (2015). Causes of low mathematics achievements in a private university. J. Comput. Sci. Comput. Math., 21–26.

[5] Ayadi, F. (2018). The effect of anxiety on performance of students in mathematics. 10.13140/RG.2.2.29649.38249.

[6] Benken, B., Ramirez, J., Li, X., & Wetendorf, S. (2015). Developmental Mathematics Success: Impact of Students' Knowledge and Attitudes. Journal of Developmental Education, 38(2), 14-31.http://www.jstor.org/stable/24614042

[7] Chaman, M., & Beswick, K., & Callingham, R. (2014). Factors Influencing Mathematics Achievement among Secondary School Students. 10.1007/978-94-6209-512-0_19.

[8] Daher, W. (2020). Students' positioning and emotions in learning geometric definition. Journal on Mathematics Education, 11(1), 111-134. http://doi.org/10.22342/jme.11.1.9057.111-134.

[9] Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008

[10] Delfino, A. (2019). Student engagement and academic performance of students of partido state university. Asian Journal of University Education. 15. 42-55. 10.24191/ajue.v15i3.05.

[11] Dempsey, P. & Huberi, T. (2020). Using standards-based grading to reduce mathematics anxiety: A review of literature. Retrieved from https://files.eric.ed.gov/fulltext/ED605522.pdf

[12] Dowker, A., Sarkar, A., & Looi, C. Y. (2016). Mathematics anxiety: What have we learned in 60 years?. Frontiers in psychology, 7, 508. https://doi.org/10.3389/fpsyg.2016.00508

[13] Flores, Imelda. (2020). Self-Efficacy and Mathematics Performance of Students’ in the New Normal in Education. World Journal of Educational Research. 8. p69. 10.22158/wjer.v8n1p69.

[14] Getahun, D. A., Adamu, G., Andargie, A., & Mebrat, J. D. (2016). Predicting mathematics performance from anxiety, enjoyment, value, and self-efficacy beliefs towards mathematics among engineering majors. Bahir Dar j educ, 16(1). https://www.researchgate.net/publication/309703947

[15] Granić, A., & Marangunić, N. (2019). Technology acceptance model in educational context: A systematic literature review. British Journal of Educational Technology. 50. 10.1111/bjet.12864.

[16] Harrington, M., Lloyd, A., Smolinski, T., & Shahin, M. (2016). Closing the gap: First year success in college mathematics at an HBCU. Journal of the Scholarship of Teaching and Learning, 16(5), 92-106. doi:10.14434//josotl.v16i5.19619

[17] Hartono, F.P., Umamah, N., & Sumarno, R.P.N.P. (2019). The level of student engagement based on gender and grade on history subject of senior high school students in Jember Regency.shorturl.at/lozY9.

[18] Hendy, H. M., Schorschinsky, N., & Wade, B. (2014). Measurement of math beliefs and their associations with math behaviors in college students. Psychological Assessment, 26(4), 1225. doi:10.1037/a0037688

[19] Katoua, T., AL-Lozi, M., & Alrowwad, A. (2016). A review of literature on e-learning systems in higher education. International Journal of Business Management and Economic Research. 7. 754-762.

[20] Keržič D, Tomaževič N, Aristovnik A, Umek L. (2019). Exploring critical factors of the perceived usefulness of blended learning for higher education students. 14(11):. https://doi.org/10.1371/journal.pone.0223767

[21] Knight, M., & Cooper, R. (2019). Taking on a new grading system: The interconnected effects of standards-based grading on teaching, learning, assessment, and student behavior. NASSP Bulletin, 103(1), 65-92. https://doi.org/10.1177/0192636519826709

[22] Lim, E. (2015). The influence of pre-university students’ mathematics test anxiety and numerical anxiety on mathematics achievement. International Education Studies. 8. 162. 10.5539/ies.v8n11p162.

[23] Martin, J., & Torres, A. (n.d.). User's guide and toolkit for the surveys of student engagement: the high school survey of student engagement and the middle grade school survey of student engagement. National Association of Independent Schools. https://www.nais.org/Articles/Documents/Member/2016HSSSE-report-full-FINAL.pdf.

[24] May, Diana K. (2009). Mathematics self-efficacy and anxiety. getd.libs.uga.edu on March 6, 2021.

[25] Moreno-Guerrero, A., & Aznar-Díaz, I., Cáceres- Reche, M. P. & García, S. (2020). E-Learning in the teaching of Mathematics: An Educational Experience in Adult High School. Mathematics. 8. 840. 10.3390/math8050840.

[26] Mullis, I. V. S., Martin, M. O., Foy, P., & Hooper, M. (2016). TIMSS 2015 international results in mathematics.http://timssandpirls.bc.edu/timss2015/international-results/

[27] Ngabiyanto, Nurkhin, A., Widiyanto, Saputro, I., & Kholid, Al. (2021). Teacher’s intention to use online learning; an extended technology acceptance model (TAM) investigation. Journal of Physics: Conference Series. 1783. 012123. 10.1088/1742-6596/1783/1/012123.

[28] OECD. (2016). PISA 2015 results in focus.https://www.oecd.org/pisa/pisa-2015-results-in-focus.pdf.

[29] Olango, M. (2016). Mathematics anxiety factors as predictors of mathematics self-efficacy and achievement among freshmen science and engineering students. African Educational Research Journal, 4, 109-123.

[30] O'Leary, K., Fitzpatrick, CL, & Hallett D. (2017). Math anxiety is related to some, but not all, experiences with math. Front. Psychol. 8:2067. doi: 10.3389/fpsyg.2017.02067

[31] Pagán, JE. (2018). Behavioral, affective, and cognitive engagement of high school music students: Relation to academic achievement and ensemble performance ratings. Graduate Theses and Dissertations. https://scholarcommons.usf.edu/etd/7347

[32] Phan, H. P. (2012). Relations between informational sources, self-efficacy and academic achievement: A developmental approach. Educational Psychology, 32(1), 81-105. doi:10.1080/01443410.2011.625612

[33] Pollio, M., & Hochbein, C. (2015). The association between standards-based grading and standardized test scores in a high school reform model. Teachers College Record, 117(11), 1-28. shorturl.at/wDVX4

[34] Rosly, S., Japeri, R., & Abdullah (2017). A case study of self-efficacy and anxiety in mathematics among students at UiTM Pulau Pinang. International Academic Research Journal of Social Science 3(1). 109-114.http://www.iarjournal.com/wp-content/uploads/IARJSS2017_1_109-114.pdf

[35] Rotgans, J.I., Schmidt, H.G. (2011). Cognitive engagement in the problem-based learning classroom. Adv in Health Sci Educ 16, 465–479. https://doi.org/10.1007/s10459-011-9272-9

[36] Rozgonjuk, D., Kraav, T., & Mikkor, K. (2020). Mathematics anxiety among STEM and social sciences students: the roles of mathematics self-efficacy, and deep and surface approach to learning. IJ STEM Ed 7, 46 (2020). https://doi.org/10.1186/s40594-020-00246-z

[37] Seisser, V. (2017). Student engagement: an application of the theory of planned behavior. Huskie Commons. https://commons.lib.niu.edu/handle/10843/21159.

[38] Skovsmose, O. (2015). (Ethno)mathematics as discourse. Bolema Boletim de Educação Matemática. 29. 18-37. 10.1590/1980-4415v29n51a02.

[39] Stubblefield, L. (2006). Mathematics anxiety among GED recipients in four-year institutions. Journal of mathematics science and mathematics education, 19-22. Retrieved from http://www. msme.us/2006-2-2.pdf

[40] Sunawan, S., Dwistia, H., Kurniawan, K., Hartati, S., & Sofyan, A. (2017). Classroom engagement and mathematics achievement of senior and junior high school students. 10.2991/ictte-17.2017.26.

[41] Syed Wahid, SN., & Yusof, Y., & Razak, M. (2014). Math Anxiety among Students in Higher Education Level. Procedia - Social and Behavioral Sciences. 123. 232-237. 10.1016/j.sbspro.2014.01.1419.

[42] Tariq, V. N., & Durrani, N. (2012). Factors influencing undergraduates’ self-evaluation of numerical competence. International Journal of Mathematical Education in Science & Technology, 43(3), 337-356.

[43] Wang, Z., Bergin, B. & Bergin, D. (2014). Measuring engagement in fourth to twelfth grade classrooms: The Classroom engagement inventory. School psychology quarterly : the official journal of the Division of School Psychology, American Psychological Association. 29. 517-535. 10.1037/spq0000050.

[44] Yasukawa, K., Skovsmose, O., & Ravn, O. (2015). Scripting the world in mathematics and its ethical implications. In P. Ernest, B. Sriraman, & N. Ernest (Eds.), Critical mathematics education: Theory, praxis, and reality (pp. 81–99). Charlotte, North Carolina, USA: Information Age Publishing.

[45] Yi He, Q.C. & Sakawrat, K. (2018). Perceived ease of use and usefulness as efficacy, Cogent Business & Management, 5:1, doi: 10.1080/23311975.2018.1459006

[46] Zhang, J., Zhao, N., & Kong, Q. (2019). The Relationship Between Math Anxiety and Math Performance: A Meta-Analytic Investigation. Frontiers in Psychology. 10. 10.3389/fpsyg.2019.01613.

[47] Zolochevskaya, E., Zubanova, S., & Fedorova, N. & Sivakova, Y. (2021). Education policy: the impact of e-learning on academic performance. E3S Web of Conferences. 244. 11024. 10.1051/e3sconf/202124411024.

Downloads

Published

2022-04-12

How to Cite

Dodongan, E. (2022). MATH ANXIETY, LEARNING ENGAGEMENT AND PERCEIVED USEFULNESS OF TECHNOLOGY AS PREDICTORS TO PERFORMANCE OF STUDENTS IN MATHEMATICS. SCIENTIFIC JOURNAL OF TAN TRAO UNIVERSITY, 7(24). https://doi.org/10.51453/2354-1431/2021/663

Issue

Section

Humanities and Social Sciences