Constructing mathematical bitterness scale related to teacher factor
DOI:
https://doi.org/10.29408/jel.v10i2.25508Keywords:
factor analysis, instrument, mathematical bitterness, quantitative literacy, teacherAbstract
Mathematical bitterness is one of the critical factors influencing students’ mathematical performance, highlighting the need for further action to address its impact. However, there has been no instrument thus far that can identify mathematical bitterness, particularly one caused by teacher treatment. This research, therefore, aims to construct an instrument to identify the presence of mathematical bitterness. This research involved 307 senior high school and undergraduate students, who were given and responded to a set of 30 questions. The data were then analyzed using confirmatory factor analysis (CFA) through IBM SPSS 20. Confirmatory factor analysis grouped the items into six dimensions (indicators) of mathematical bitterness. Each indicator shows a high Cronbach Alpha result, indicating strong validity in each group of indicators. Overall, the constructed instrument demonstrates strong validity and reliability. This instrument has been successfully constructed and statistically tested, thus making it readily available for use by other scholars interested in investigating mathematical bitterness on a broader scale.
References
Aguilar, J. J. (2021). High school students’ reasons for disliking mathematics: The intersection between teacher’s role and student’s emotions, belief and self-efficacy. International Electronic Journal of Mathematics Education, 16(3), em0658. https://doi.org/10.29333/iejme/11294
Almerino, Jr., P. M., Etcuban, J. O., De Jose, C. G., & Almerino, J. G. F. (2019). Students’ affective belief as the component in mathematical disposition. International Electronic Journal of Mathematics Education, 14(3), 475–487. https://doi.org/10.29333/iejme/5750
Amirali, M. (2010). Students’ conceptions of the nature of mathematics and attitudes towards mathematics learning. Journal of Research and Reflections in Education, 4(1), 27–41. https://ecommons.aku.edu/pakistan_ied_pdck/8
Anditya, R., & Murtiyasa, B. (2016). Faktor-faktor penyebab kecemasan matematika [Factors causing math anxiety]. Seminar Nasional Pendidikan Matematika, 1–8. https://publikasiilmiah.ums.ac.id/xmlui/bitstream/handle/11617/7611/25.Makalah_Rifin.pdf?sequence=1&isAllowed=y
Awofala, A. O. A., & Odogwu, H. N. (2017). Assessing preservice teachers’ mathematics cognitive failures as related to mathematics anxiety and performance in undergraduate calculus. Acta Didactica Napocensia, 10(2), 81–98. https://doi.org/10.24193/adn.10.2.7
Creswell, J. W. (2009). Research design (qualitative, quantitative, and mixed methods approaches). In Muqarnas (3rd ed., Vol. 8). SAGE Publication Ltd. https://doi.org/10.1163/22118993-90000268
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods. Thousand Oaks, CA: Sage.
Dirgantoro, K. P. S., & Soesanto, R. H. (2021). Peran guru kristen dalam menuntun siswa memandang matematika [The role of christian teachers in guiding students to view mathematics]. JOHME: Journal of Holistic Mathematics Education, 5(1), 114–124. https://doi.org/10.19166/johme.v5i1.3363
Dirgantoro, K. P. S., Soesanto, R. H., & Yanti. (2023). A preliminary study on the formulation of indicators and definitions of mathematical bitterness related to teacher treatment. Jurnal Elemen, 9(1), 84–97. https://doi.org/10.29408/jel.v9i1.6637
Estonanto, A. J. J., & Dio, R. V. (2019). Factors causing mathematics anxiety of senior high school students in calculus. Asian Journal of Education and E-Learning, 7(1), 37–47. https://doi.org/10.24203/ajeel.v7i1.5701
Fan, X., Hambleton, R. K., & Zhang, M. (2019). Profiles of mathematics anxiety among 15-year-old students: A cross-cultural study using multi-group latent profile analysis. Frontiers in Psychology, 10(May), 1–9. https://doi.org/10.3389/fpsyg.2019.01217
Gafoor, K. A., & Kurukkan, A. (2015a). Learner and teacher perception on difficulties in learning and teaching mathematics: Some implications. National Conference on Mathematics Teaching- Approaches and Challenges, 232–243. https://files.eric.ed.gov/fulltext/ED568368.pdf
Gafoor, K. A., & Kurukkan, A. (2015b). Why high school students feel mathematics difficult? An exploration of affective beliefs. UGC Sponsored National Seminar on Pedagogy of Teacher Education Trends and Challenges, August, 1–6. bit.ly/37OLqE7
Hair, J. F., Black, Jr, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Pearson New International Edition.
Hannula, M. S., Kaasila, R., Pehkonen, E., & Laine, A. (2005). Structure and typical profiles of elementary teacher students’ view of mathematics. Proceedings of the 29th Conference of the International Group for the Psychology of Mathematics Education, Vol.3, 3, 89–96. https://www.emis.de/proceedings/PME29/PME29RRPapers/PME29Vol3HannulaEtAl.pdf
Hayati, Z., & Ulya, K. (2018). Are pupils scared of mathematics? A discussion on three strategies used in primary mathematics teaching. Proceedings of the International Conference on the Roles of Parents in Shaping Children’s Characters (ICECED), 107–114.
Hazimah, G. F., & Sutisna, M. R. (2023). Analisis faktor yang mempengaruhi rendahnya tingkat pemahaman numerasi siswa kelas 5 SDN 192 Ciburuy [Analysis of factors affecting the low level of numeracy comprehension of grade 5 students of SDN 192 Ciburuy]. 7, 10–19.
Jailani, Retnawati, H., & Apino, E. (2020). High school students’ difficulties in making mathematical connections when solving problems. International Journal of Learning, Teaching and Educational Research, 19(8), 255–277. https://doi.org/10.26803/ijlter.19.8.14
Kargar, M., Tarmizi, R. A., & Bayat, S. (2010). Relationship between mathematical thinking, mathematics anxiety and mathematics attitudes among university students. Procedia - Social and Behavioral Sciences, 8(5), 537–542. https://doi.org/10.1016/j.sbspro.2010.12.074
Larkin, K., & Jorgensen, R. (2015). ‘I Hate maths: Why do we need to do maths?’ Using ipad video diaries to investigate attitudes and emotions towards mathematics in year 3 and year 6 students. International Journal of Science and Mathematics Education, 14(5), 925–944. https://doi.org/10.1007/s10763-015-9621-x
Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on math anxiety. Psychology Research and Behavior Management, 11, 311–322. https://doi.org/10.2147/PRBM.S141421
Macmull, M. S., & Ashkenazi, S. (2019). Math anxiety: The relationship between parenting style and math self-efficacy. Frontiers in Psychology, 10, 1–12. https://doi.org/10.3389/fpsyg.2019.01721
Mumcu, H. Y. (2018). Examining mathematics department students’ views on the use of mathematics in daily life. International Online Journal of Education and Teaching (IOJET, 5(1), 61–80.
Picker, S. H., & Berry, J. S. (2000). Investigating pupils’ images of Mathematicians. Educational Studies in Mathematics, 43(1), 65–94. https://doi.org/10.1023/A:1017523230758
Rizta, A., & Antari, L. (2018). Tingkat mathematics anxiety pada mahasiswa calon guru matematika [Level of mathematics anxiety in prospective mathematics teacher students]. Jurnal Pendidikan Matematika, 13(1), 9–20. https://doi.org/10.22342/jpm.13.1.6827.9-20
Scarpello, G. (2007). Helping students get past math anxiety. Association for Career and Technical Education. https://doi.org/10.1126/science.237.4822.1556
van Brummelen, H. W. (2015). Berjalan bersama Tuhan di dalam kelas (Ke-3) [Walking with God in the classroom (3rd)]. ACSI.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Kurnia Putri Sepdikasari Dirgantoro, Robert Harry Soesanto, Yanti Yanti
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with the Jurnal Elemen agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
- Authors are able to enter into separate, additional contractual arrangements for the distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
Jurnal Elemen is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License