Kesahan dan kebolehpercayaan instrumen kebimbangan matematik sekolah rendah

Validity and reliability of primary school mathematics anxiety instrument

Authors

  • Sitti Sham Amir Fakulti Sains dan Sumber Alam, Universiti Malaysia Sabah
  • Siti Rahayu Mohd Hashim Fakulti Sains dan Sumber Alam, Universiti Malaysia Sabah
  • Khairuddin Abdullah Fakulti Psikologi dan Pendidikan, Universiti Malaysia Sabah

DOI:

https://doi.org/10.51200/jpp.v12i1.5005

Keywords:

kebimbangan matematik, cronbach, analisis pengesahan faktor , mAMAS, mathematics anxiety, confirmatory factor analysis

Abstract

The Modified Abbreviated Mathematics Anxiety Scale (mAMAS) merupakan satu instrumen pengukuran kebimbangan matematik bagi murid sekolah rendah. Pengadaptasian mAMAS di Malaysia menjadi keperluan bagi memudahkan pengukuran kebimbangan matematik murid sekolah rendah. Kajian melibatkan 214 murid tahun lima di tiga buah sekolah rendah di Semporna. Kaedah terjemahan hadapan dan belakang digunakan untuk menterjemah soal selidik mAMAS oleh tiga orang penterjemah hadapan dan seorang penterjemah belakang. Dua pakar bertindak menyemak kesesuaian dan kesepadanan hasil terjemahan merentasi bahasa. Melalui Confirmatory Factor Analysis (CFA) mengesahkan dapatan Carey et al. (2017) iaitu terdapat dua domain dalam mAMAS melibatkan kebimbangan pembelajaran matematik dan kebimbangan pentaksiran matematik serta sembilan item dikekalkan. Analisis kebolehpercayaan mAMAS menggunakan pekali Alfa Cronbach mendapati mAMAS berupaya mengukur kebimbangan matematik murid sekolah rendah  (α=0.884) serta mengukur kebimbangan pembelajaran matematik (α=0.857) dan kebimbangan pentaksiran matematik (α=0.8126). Implikasi kajian ini dapat mengembangkan kajian melibatkan pengukuran kebimbangan matematik murid sekolah rendah di Malaysia.

The  Modified  Abbreviated  Mathematics  Anxiety  Scale  (mAMAS)  is  a  mathematical  anxiety measurement instrument for primary school students. The adaptation of mAMAS is a necessity to facilitate the measurement of mathematics anxiety of primary school students. This study was conducted on 214 fifth-year students in three primary schools in the Semporna district. Forward  and  back  translation  methods  were  used  to  translate  the  mAMAS  questionnaire involving three forward translators and one back translator. Next, two experts act to check the  suitability  and  appropriateness  of  the  translation  results  across  languages.  Through Confirmatory Factor Analysis (CFA) confirmsthe findings of Carey et al. (2017) namely there are  two  domains  in  mAMAS  involving  mathematics  learning  concerns  and  mathematics assessment  concerns  and  nine  items  are  retained.  Reliability  analysis  of  mAMAS  using Cronbach's  Alpha  coefficient  found  that mAMAS  is  believed  to  be  able  to  measure  the mathematics anxiety of primary school students in Malaysia (α=0.884) as well as measuring mathematics learning anxiety (α=0.857) and mathematics assessment anxiety (α=0.8126). The  implications  of  this  study  can  further  develop  studies  involving  the  measurement  of mathematics anxiety among primary school students in Malaysia.

References

Amy Sie-Yik, L., Yusoff, M. S. B., Yeong-Yeh, L., Sy-Bing, C., Rashid, F., Wahid, N., Jin-Zhong, X., & Min-Tze, L. (2017). Development, translation and validation of questionnaires for diarrhoea and respiratory-related illnesses during probiotic administration in children. Education in Medicine Journal, 9(4), 19–30. https://doi.org/10.21315/eimj2017.9.4.3

Awang, Z. (2014). Validating the measurement model: Cfa. Structural Equation Modelling Using Amos Grafic, 54–73.

Bakar, S. A., & Ayub, A. F. M. (2020). Relationship between attitude towards mathematics and mathematical problem-solving achievement among pre-university students in Malaysia. ASM Science Journal, 13. https://doi.org/10.32802/ASMSCJ.2020.SM26(2.24)

Ballu, M., & Zelhart, P. F. (2007). Psychometric Properties of the revised mathematics. Comparative and General Pharmacology, 57(4), 593–611.

Baloğlu, M., Balgalmiş, E., & Baloglu, M. (2010). The Adaptation of the mathematics anxiety ratingscale-elementary form into Turkish, language validity, and preliminary psychometric investigation| Halil Eksi -Academia.edu. Eğitim Bilimleri / Educational Sciences: Theory and Practice, 10(1), 101–110.

Blazer, C. (2011). Strategies for reducing math anxiety. Information Capsule, 1102(September), 1–8.

Byrne, B. M. (2010). Structural equation modelling with Amos: Basic concepts, applications, and programming (2nd ed.). In Taylor and Francis Group.

Carey, E., Hill, F., Devine, A., & Szucs, D. (2017a). The modified abbreviated math anxiety scale: A valid and reliable instrument for use with children. Frontiers in Psychology, 8(JAN), 1–13. https://doi.org/10.3389/fpsyg.2017.00011

Carey, E., Hill, F., Devine, A., & Szucs, D. (2017b). The modified abbreviated math anxiety scale: A valid and reliable instrument for use with children. Frontiers in Psychology, 8(JAN). https://doi.org/10.3389/fpsyg.2017.00011

Cipora, K., Willmes, K., Szwarc, A., & Nuerk, H.-C. (2018). Norms and validation of the online and paper-and-pencil versions of the Abbreviated Math Anxiety Scale (AMAS) for Polish adolescents and adults. Journal of Numerical Cognition, 3(3), 667–693. https://doi.org/10.5964/jnc.v3i3.121

Cohen, L., Manion, L., & Marrison, K. (2005). Research methods in education. In JETP Letters (5th edition, Vol. 86, Issue 10). Taylor & Francis e-Library. https://doi.org/10.1134/S0021364007220055

Cohen, L., Manion, L., & Morrison. (2007). Research methods in education. (6th edn). Taylor & Francise-Library http://en.bookfi.net/book/1403129

Commodari, E., & La Rosa, V. L. (2021). General academic anxiety and math anxiety in primary school. The impact of math anxiety on calculation skills. Acta Psychologica,220, 103413. https://doi.org/10.1016/j.actpsy.2021.103413

Davadas, S. D., & Lay, Y. F. (2018). Factors affecting students’ attitude toward mathematics: A structural equation modeling approach. Eurasia Journal of Mathematics, Science and Technology Education, 14(1), 517–529. https://doi.org/10.12973/ejmste/80356

Dreger, R. M., & Aiken, L. R. (1957). The identification of number anxiety in a college population. Journal of Educational Psychology, 48(6), 344–351. https://doi.org/10.1037/h0045894

Faiznur Adha Yusoff, Mizhanim Mohamad Shahimin, K. S. & N. Z. Mohd. S. (2018). Kesahan dan kebolehpercayaan soal selidik ‘pengalaman pembelajaran berbantukan rakan’ versi Bahasa Melayu untuk pembelajaran teknik lampu celah biomikroskopi. Jurnal Personalia Pelajar, 21(2), 13–22.

George, D., & Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference.11.0update (4th ed.). Allyn & Bacon.

Gliem, J. A. G. and R. R. (2003). Calculating, Interpreting, and Reporting Cronbach’s Alpha Reliability Coefficient for Likert-Type Scales. 2003 Midwest Research to Practice Conference in Adult, Continuing, and Community Education Calculating,14(C),349–372. https://doi.org/10.1016/B978-0-444-88933-1.50023-4

Harrington, D. (2009). Confirmatory factor analysis (pocket guides to social work research methods). In Pocket Guides to Social Work Research Methods.

Haw, L. H., Sharif, S. B., & K. Han, C. G. (2022). Analyzing the science achievement test: Perspective of classical test theory and Rasch analysis. International Journal of Evaluation and Research in Education (IJERE), 11(4), 1714. https://doi.org/10.11591/ijere.v11i4.22304

Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53–60.

Hopko, D. R., Mahadevan, R., Bare, R. L., & Hunt, M. K. (2003a). The Abbreviated Math Anxiety Scale (AMAS): Construction, validity, and reliability. Assessment,10(2),178–182. https://doi.org/10.1177/1073191103010002008

Kenny, D. A. (2007). Confirmatory factor analysis for applied research. In Choice Reviews Online,44(05). https://doi.org/10.5860/choice.44-2769.

Khairulazuad,H.(2018).Kebimbangan matematik dengan pencapaian matematik dan faktor demografi dalam kalangan pelajar matrikulasi. Jurnal Penyelidikan Dedikasi, 14, 81–111.

Knekta, E., Runyon, C., & Eddy, S. (2019). One size doesn’t fit all: using factor analysis to gather validity evidence when using surveys in your research. CBE Life Sciences Education, 18(1), 1–17. https://doi.org/10.1187/cbe.18-04-0064

Luttenberger, S., Wimmer, S., & Paechter, M. (2021). Spotlight on math anxiety. 122(30). https://doi.org/10.2147/PRBM.S141421

Megreya, A. M., Al-Emadi, A. A., & Moustafa, A. A. (2023). The Arabic version of the modified-abbreviated math anxiety scale: Psychometric properties, gender differences, and associations with different forms of anxiety and math achievement. Frontiers in Psychology, 13(January). https://doi.org/10.3389/fpsyg.2022.919764

Milovanović, I., & Branovački, B. (2021). Adaptation and psychometric evaluation of modified abbreviated math anxiety scale for children in Serbia. International Journal of Science and Mathematics Education, 19(3), 579–598. https://doi.org/10.1007/s10763-020-10066-w

OECD. (2013). PISA 2012 Results: Ready to Learn (Volume III). In Pisa: Vol. III. http://www.oecd-ilibrary.org/%5Cnjsessionid=17l2ta26dj337.x-oecd-live-02content/book/9789264201170-en.

Orabuchi, N., Yeh, C. J., Chung, C., & Moore, L. (2013). Math Anxiety and problem-solving strategies for early middle school math performance: Pilot study. Proceedings of SocietyforInformationTechnology&TeacherEducationInternationalConference2013, July, 4408–4416.

Plake, B. S., & Parker, C. S. (1982). The development and validation of a revised version of the mathematics anxiety rating scale. Educational and Psychological Measurement, 42(2), 551–557. https://doi.org/10.1177/001316448204200218.

Primi, C., Busdraghi, C., Tomasetto, C., Morsanyi, K., & Chiesi, F. (2014). Measuring math anxiety in Italian college and high school students: Validity, reliability and gender invariance of the Abbreviated Math Anxiety Scale (AMAS). Learning and Individual Differences, 34, 51–56. https://doi.org/10.1016/j.lindif.2014.05.012

Richardson, F. C., & Suinn, R. M. (1972). The Mathematics Anxiety Rating Scale: Psychometric data. Journal of Counseling Psychology, 19(6), 551–554. https://doi.org/10.1037/h0033456.

Ronald K. Hambleton & Liane Patsula. (1999). Increasing the validity of adapted tests: Myths to be avoided and guidelines for improving test adaptation practices. Journal of Applied Testing Technology, August 1999 Issue, 3–12. https://doi.org/10.1246/nikkashi.1988.1504

Ronald K. Hambleton, P. F. M. & C. D. S. (2005). Adapting educational and psychological tests for cross-cultural assessment. Lawrence Erlbaum Associates.

Salkind, N. J. (2014). Statistics for people who (think they) hate statistics. In SAGE Publications, Inc.

Siska Nur Rahmawati & Muh. Faathir Husain. (2013). Atmi To Measure the Mathematics Attitude in Elementary Students. 1.

Smith, M. R. (2004). Math Anxiety: Causes, Effects and Preventative Measures (MMAI in the appendix). Thesis, 1–37.

Suárez-Pellicioni, M., Núñez-Peña, M. I., & Colomé, À. (2016). Math anxiety: A review of its cognitive consequences, psychophysiological correlates, and brain bases. Cognitive, Affective and Behavioral Neuroscience, 16(1), 3–22. https://doi.org/10.3758/s13415-015-0370-7

Suinn, R. M., & Edwards, R. (1982). The measurement of mathematics anxiety: The mathematics anxiety rating scale for adolescents—MARS‐A. Journal of Clinical Psychology, 38(3), 576–580. https://doi.org/10.1002/1097-4679(198207)38:3<576:AID-JCLP2270380317>3.0.CO;2-V.

Suren, N., & Ali Kandemir, M. (2020). The effects of mathematics anxiety and motivation on students’ mathematics achievement. International Journal of Education in Mathematics, Science and Technology, 8(3), 190–218. https://doi.org/10.46328/IJEMST.V8I3.926.

Szczygieł, M. (2020). When does math anxiety in parents and teachers predict math anxiety andmathachievementinelementaryschoolchildren?Theroleofgenderandgradeyear. In Social Psychology of Education (Vol. 23, Issue 4). Springer Netherlands. https://doi.org/10.1007/s11218-020-09570-2

Tapia, M., & Marsh, G. E. (2002). Confirmatory factor analysis of the attitudes toward mathematics inventory. The Annual Meeting of the Mid-South Educational Research Association, 12.

Tesfaye Semela & Getachew A Zeleke. (2012). The affective side of mathematics education: adapting a mathematics attitude measure to the context of Ethiopia Tesfaye Semela and Getachew A Zeleke. The Ethiopian Journal of Education, XXXII(1), 59–91.

Wood, P. (2008). Confirmatory Factor Analysis for applied research. In The American Statistician, 62(1). https://doi.org/10.1198/tas.2008.s98.

Zakaria, E., & Nordin, N. M. (2008). The effects of mathematics anxiety on matriculation students as related to motivation and achievement. Eurasia Journal of Mathematics, Science and Technology Education, 4(1). https://doi.org/10.12973/ejmste/75303.

Zun, A. B., Ibrahim, M. I., Mokhtar, A. M., Halim, A. S., & Wan Mansor, W. N. A. (2019). Translation, cross-cultural adaptation, and validation of the hospital consumer assessment of healthcare providers and systems (HCAHPS) into the Malay language. International Journal of Environmental Research and Public Health, 16(11). https://doi.org/10.3390/ijerph16112054.

Published

2024-03-29

How to Cite

Amir, S. S. ., Mohd Hashim, S. R. ., & Abdullah, K. . (2024). Kesahan dan kebolehpercayaan instrumen kebimbangan matematik sekolah rendah: Validity and reliability of primary school mathematics anxiety instrument. Jurnal Pemikir Pendidikan, 12(1), 35–45. https://doi.org/10.51200/jpp.v12i1.5005
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