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References
- Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. Psychonomic Bulletin & Review, 14, 243–248. https://doi.org/10.3758/BF03194059
- Ashcraft, M. H., & Ridley, K. S. (2005). Math anxiety and its cognitive consequences: A tutorial review. The Handbook of Mathematical Cognition, 315–327. https://doi.org/10.1371/journal.pone.0298554
- Balluerka, N., Gorostiaga, A., Sampietro, H. M., González-Pinto, A., & Aliri, J. (2024). Cross-cultural adaptation and psychometric validation of a Spanish version of the Maryland Assessment of Recovery Scale (MARS-12). Plos One, 19(2), e0298554. https://doi.org/10.1371/journal.pone.0298554
- Boyer, T. W., Levine, S. C., & Huttenlocher, J. (2008). Development of proportional reasoning: Where young children go wrong. Developmental Psychology, 44(5), 1478–1490. https://doi.org/10.1037/a0013110
- Brown, G. T. L., Harris, L. R., O’Quin, C., & Lane, K. E. (2017). Using multi-group confirmatory factor analysis to evaluate cross-cultural research: Identifying and understanding non-invariance. International Journal of Research & Method in Education, 40(1), 66–90. https://doi.org/10.1080/1743727X.2015.1070823
- Costello, A. B., & Osborne, J. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research, and Evaluation, 10(7), 1-9. https://doi.org/10.7275/jyj1-4868
- Daker, R. J., Gattas, S. U., Sokolowski, H. M., Green, A. E., & Lyons, I. M. (2021). First-year students’ math anxiety predicts STEM avoidance and underperformance throughout university, independently of math ability. NPJ Science of Learning, 6(1), 17. https://doi.org/10.1038/s41539-021-00095-7
- DeVellis, R.F. (2017). Scale development: Theory and applications. Los Angeles, CA: Sage Publications
- Diponegoro, A. M., Khalil, I. A., & Prahmana, R. C. I. (2024). When religion meets mathematics: From mathematical anxiety to mathematical well-being for minority group student. Infinity Journal, 13(2), 413–440. https://doi.org/10.22460/infinity.v13i2.p413-440
- Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. https://doi.org/10.1037/1082-989X.4.3.272
- Furner, J. M., & Duffy, M. Lou. (2022). Addressing math anxiety in a STEM world: Preventative, supportive, and corrective strategies for the inclusive classroom. European Journal of STEM Education, 7(1), 11. https://doi.org/10.20897/ejsteme/12645
- George, D., & Mallery, P. (2018). Reliability analysis. In IBM SPSS statistics 25 step by step (pp. 249–260). Routledge. https://www.taylorfrancis.com/chapters/edit/10.4324/9781351033909-25/reliability-analysis
- Ghaleb, B. D. S. (2024). Effect of exam-focused and teacher-centered education systems on students’ cognitive and psychological competencies. International Journal of Multidisciplinary Approach Research and Science, 2(02), 611–631. https://doi.org/10.59653/ijmars.v2i02.648
- Gün, Ö., Bossé, M. J., & Tîrnovan, D. (2023). Exploration of relationships between teacher and parent attitudes and student affective characteristics in mathematics. International Journal for Mathematics Teaching and Learning, 24(1), 74–112. https://doi.org/10.4256/ijmtl.v24i1.493
- Hamamcı, B. (2025). The mathematical abilities of young children in the context of hemodynamic changes, executive function, home and school environment. https://hdl.handle.net/11511/113772
- Harris, O. (2022). The impact of math anxiety on health-related quality of life and functional impairment. http://hdl.handle.net/10464/17121
- Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Journal for Research in Mathematics Education, 21(1), 33–46. https://doi.org/10.5951/jresematheduc.21.1.0033
- Hilz, A., Guill, K., Roloff, J., Sommerhoff, D., & Aldrup, K. (2023). How to continue? New approaches to investigating the effects of adaptive math learning programs on students’ performance, self-concept, and anxiety. Journal of Intelligence, 11(6), 108. https://doi.org/10.3390/jintelligence11060108
- Johnston, K., & Bull, R. (2022). Understanding educator attitudes towards and perceptions of mathematics in early childhood. Journal of Early Childhood Research, 20(3), 341–356. https://doi.org/10.1177/1476718X211052785
- Kanth, D. B., Indumathy, J., Kadhiravan, S., Nagasubramaniyan, G., & Sri Lekha, P. P. (2024). Introduction to Cultural Adaptations and Validation of Measurement Instruments. In D. B. Kanth, J. Indumathy, S. Kadhiravan, G. Nagasubramaniyan, & P. P. Sri Lekha (Ed.), Measuring Couples and Family Dynamics in India (pp. 1–16). Springer Nature Singapore. https://doi.org/10.1007/978-981-97-2215-0_1
- Kul, Ü., Aksu, Z., & Satici, S. A. (2024). Adaptation of the modified abbreviated math anxiety scale: Its relationship with mathematics self-efficacy and academic buoyancy. Current Psychology, 43(25), 21586–21595. https://doi.org/10.1007/s12144-024-05908-7
- Kyriazos, T., & Poga-Kyriazou, M. (2023). Applied psychometrics: Estimator considerations in commonly encountered conditions in CFA, SEM, and EFA practice. Psychology, 14(05), 799–828. https://doi.org/10.4236/psych.2023.145043
- Kyttälä, M., & Björn, P. M. (2022). Mathematics performance profiles and relation to math avoidance in adolescence: The role of literacy skills, general cognitive ability and math anxiety. Scandinavian Journal of Educational Research, 66(7), 1221–1236. https://doi.org/10.1080/00313831.2021.1983645
- Lavidas, K., Papadakis, S., Manesis, D., Grigoriadou, A. S., & Gialamas, V. (2022). The effects of social desirability on students’ self-reports in two social contexts: Lectures vs. lectures and lab classes. Information, 13(10), 491. https://doi.org/10.3390/info13100491
- Maclean, L., & Law, J. M. (2022). Supporting primary school students’ mental health needs: Teachers’ perceptions of roles, barriers, and abilities. Psychology in the Schools, 59(11), 2359–2377. https://doi.org/10.1002/pits.22648
- Maisaroh, S., Hadi, S., & Andrian, D. (2024). Instrument model to evaluate children-friendly school program at elementary school in Indonesia. International Journal of Evaluation and Research in Education (IJERE), 13(2), 809-819. https://doi.org/10.11591/ijere.v13i2.25440
- Mishu, M. P., Tindall, L., Kerrigan, P., & Gega, L. (2023). Cross-culturally adapted psychological interventions for the treatment of depression and/or anxiety among young people: A scoping review. PLoS ONE, 18(10 October), 1–26. https://doi.org/10.1371/journal.pone.0290653
- Omweri, F. S. (2024). A systematic literature review of e-government implementation in developing countries: Examining urban-rural disparities, institutional capacity, and socio-cultural factors in the context of local governance and progress towards SDG 16.6. International Journal of Research and Innovation in Social Science, VIII(VIII), 1173–1199. https://doi.org/10.47772/IJRISS.2024.808088
- Petronzi, D., Hunt, T. E., & Sheffield, D. (2021). Interventions to address mathematics anxiety: An overview and recommendations. Current Studies in Educational Disciplines, 169, 169–194. https://doi.org/10.15516/cje.v23i2.3890
- Pizzie, R. G., & Kraemer, D. J. M. (2023). Strategies for remediating the impact of math anxiety on high school math performance. NPJ Science of Learning, 8(1), 44. https://doi.org/10.1038/s41539-023-00188-5
- Powell, S. R., & Nelson, G. (2021). University students’ misconceptions about rational numbers: Implications for developmental mathematics and instruction of younger students. Psychology in the Schools, 58(2), 307–331. https://doi.org/10.1002/pits.22448
- Prahmana, R. C. I., Sutanti, T., & Diponegoro, A. M. (2021). Mathematics anxiety and the influencing factors among junior high school students in Yogyakarta, Indonesia. Croatian Journal of Education, 23(2), 343-369. https://doi.org/10.15516/cje.v23i2.3890
- Quintana, R., & Saatcioglu, A. (2022). The Long-lasting effects of schooling: Estimating the effects of science and math identity in high school on college and career outcomes in STEM. Socius, 8, 23780231221115405. https://doi.org/10.1177/23780231221115405
- Rabbi, M. F., & Islam, M. S. (2024). The effect of academic stress and mental anxiety among the students of Khulna University. Edukasiana: Jurnal Inovasi Pendidikan, 3(3), 280–299. https://doi.org/10.56916/ejip.v3i3.723
- 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
- Ruslan Mahfuz, R., Hidayah, J., & Edyar, B. (2024). Students’ anxiety in learning English (A case study at 7th grade of Darussalam boarding school Kepahiang). Institut Agama Islam Negeri Curup. http://e-theses.iaincurup.ac.id/id/eprint/7748
- Samuel, T. S., & Warner, J. (2021). “I can math!”: Reducing math anxiety and increasing math self-efficacy using a mindfulness and growth mindset-based intervention in first-year students. Community College Journal of Research and Practice, 45(3), 205–222. https://doi.org/10.1080/10668926.2019.1666063
- Suinn, R. M., & Winston, E. H. (2003). The mathematics anxiety rating scale, a brief version: Psychometric data. Psychological Reports, 92(1), 167–173. https://doi.org/10.2466/pr0.2003.92.1.167
- Suresh, S. (2023). Mathematics anxiety and how to overcome it in earlier stage of high school level. International Journal of Mathematics Trends and Technology-IJMTT, 69(1), 49-55. https://doi.org/10.14445/22315373/IJMTT-V69I1P507
- Talić, I., Sparfeldt, J. R., Möller, J., Renner, K.-H., Greiff, S., & Niepel, C. (2024). Social and dimensional comparison effects in general and domain-specific test anxiety: A nested factor modeling approach. Current Psychology, 43(11), 10058–10074. https://doi.org/10.1007/s12144-023-04964-9
- Tigges, B. B. (2004). Parental consent and adolescent risk behavior research. Journal of Nursing Scholarship, 35(3), 283–289. https://doi.org/10.1111/j.1547-5069.2003.00283.x
- Umeh, E. C. (2025). Math-trivium framework for newcomer students: Orientation for high school teachers on equitable, inclusive instruction. Journal of Ethnic and Cultural Studies, 12(2), 178–199. https://doi.org/10.29333/ejecs/2209
- Victor-Edema, U. A. (2024). Exploring the role of mathematics anxiety in students’ commitment to science education in the Niger delta. International Journal of Functional Research in Arts and Humanities (IJFRAH), 3(2), 57-65. https://ijfrah.com/journal/article/view/47
- Waschl, N., & Chen, M. (2022). Cross-cultural considerations for adapting valid psychoeducational assessments. In O. S. Tan, K. K. Poon, B. A. O’Brien, & A. Rifkin-Graboi (Ed.), Empowering Teaching and Learning through Policies and Practice: Singapore and International Perspectives ((ELPSIP,volume 2)) (pp. 113–140). Springer Singapore. https://doi.org/10.1007/978-981-16-7405-1_7
- Yuan, Z., Tan, J., & Ye, R. (2023). A cross-national study of mathematics anxiety. The Asia-Pacific Education Researcher, 32(3), 295–306. https://doi.org/10.1007/s40299-022-00652-7
References
Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. Psychonomic Bulletin & Review, 14, 243–248. https://doi.org/10.3758/BF03194059
Ashcraft, M. H., & Ridley, K. S. (2005). Math anxiety and its cognitive consequences: A tutorial review. The Handbook of Mathematical Cognition, 315–327. https://doi.org/10.1371/journal.pone.0298554
Balluerka, N., Gorostiaga, A., Sampietro, H. M., González-Pinto, A., & Aliri, J. (2024). Cross-cultural adaptation and psychometric validation of a Spanish version of the Maryland Assessment of Recovery Scale (MARS-12). Plos One, 19(2), e0298554. https://doi.org/10.1371/journal.pone.0298554
Boyer, T. W., Levine, S. C., & Huttenlocher, J. (2008). Development of proportional reasoning: Where young children go wrong. Developmental Psychology, 44(5), 1478–1490. https://doi.org/10.1037/a0013110
Brown, G. T. L., Harris, L. R., O’Quin, C., & Lane, K. E. (2017). Using multi-group confirmatory factor analysis to evaluate cross-cultural research: Identifying and understanding non-invariance. International Journal of Research & Method in Education, 40(1), 66–90. https://doi.org/10.1080/1743727X.2015.1070823
Costello, A. B., & Osborne, J. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research, and Evaluation, 10(7), 1-9. https://doi.org/10.7275/jyj1-4868
Daker, R. J., Gattas, S. U., Sokolowski, H. M., Green, A. E., & Lyons, I. M. (2021). First-year students’ math anxiety predicts STEM avoidance and underperformance throughout university, independently of math ability. NPJ Science of Learning, 6(1), 17. https://doi.org/10.1038/s41539-021-00095-7
DeVellis, R.F. (2017). Scale development: Theory and applications. Los Angeles, CA: Sage Publications
Diponegoro, A. M., Khalil, I. A., & Prahmana, R. C. I. (2024). When religion meets mathematics: From mathematical anxiety to mathematical well-being for minority group student. Infinity Journal, 13(2), 413–440. https://doi.org/10.22460/infinity.v13i2.p413-440
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. https://doi.org/10.1037/1082-989X.4.3.272
Furner, J. M., & Duffy, M. Lou. (2022). Addressing math anxiety in a STEM world: Preventative, supportive, and corrective strategies for the inclusive classroom. European Journal of STEM Education, 7(1), 11. https://doi.org/10.20897/ejsteme/12645
George, D., & Mallery, P. (2018). Reliability analysis. In IBM SPSS statistics 25 step by step (pp. 249–260). Routledge. https://www.taylorfrancis.com/chapters/edit/10.4324/9781351033909-25/reliability-analysis
Ghaleb, B. D. S. (2024). Effect of exam-focused and teacher-centered education systems on students’ cognitive and psychological competencies. International Journal of Multidisciplinary Approach Research and Science, 2(02), 611–631. https://doi.org/10.59653/ijmars.v2i02.648
Gün, Ö., Bossé, M. J., & Tîrnovan, D. (2023). Exploration of relationships between teacher and parent attitudes and student affective characteristics in mathematics. International Journal for Mathematics Teaching and Learning, 24(1), 74–112. https://doi.org/10.4256/ijmtl.v24i1.493
Hamamcı, B. (2025). The mathematical abilities of young children in the context of hemodynamic changes, executive function, home and school environment. https://hdl.handle.net/11511/113772
Harris, O. (2022). The impact of math anxiety on health-related quality of life and functional impairment. http://hdl.handle.net/10464/17121
Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Journal for Research in Mathematics Education, 21(1), 33–46. https://doi.org/10.5951/jresematheduc.21.1.0033
Hilz, A., Guill, K., Roloff, J., Sommerhoff, D., & Aldrup, K. (2023). How to continue? New approaches to investigating the effects of adaptive math learning programs on students’ performance, self-concept, and anxiety. Journal of Intelligence, 11(6), 108. https://doi.org/10.3390/jintelligence11060108
Johnston, K., & Bull, R. (2022). Understanding educator attitudes towards and perceptions of mathematics in early childhood. Journal of Early Childhood Research, 20(3), 341–356. https://doi.org/10.1177/1476718X211052785
Kanth, D. B., Indumathy, J., Kadhiravan, S., Nagasubramaniyan, G., & Sri Lekha, P. P. (2024). Introduction to Cultural Adaptations and Validation of Measurement Instruments. In D. B. Kanth, J. Indumathy, S. Kadhiravan, G. Nagasubramaniyan, & P. P. Sri Lekha (Ed.), Measuring Couples and Family Dynamics in India (pp. 1–16). Springer Nature Singapore. https://doi.org/10.1007/978-981-97-2215-0_1
Kul, Ü., Aksu, Z., & Satici, S. A. (2024). Adaptation of the modified abbreviated math anxiety scale: Its relationship with mathematics self-efficacy and academic buoyancy. Current Psychology, 43(25), 21586–21595. https://doi.org/10.1007/s12144-024-05908-7
Kyriazos, T., & Poga-Kyriazou, M. (2023). Applied psychometrics: Estimator considerations in commonly encountered conditions in CFA, SEM, and EFA practice. Psychology, 14(05), 799–828. https://doi.org/10.4236/psych.2023.145043
Kyttälä, M., & Björn, P. M. (2022). Mathematics performance profiles and relation to math avoidance in adolescence: The role of literacy skills, general cognitive ability and math anxiety. Scandinavian Journal of Educational Research, 66(7), 1221–1236. https://doi.org/10.1080/00313831.2021.1983645
Lavidas, K., Papadakis, S., Manesis, D., Grigoriadou, A. S., & Gialamas, V. (2022). The effects of social desirability on students’ self-reports in two social contexts: Lectures vs. lectures and lab classes. Information, 13(10), 491. https://doi.org/10.3390/info13100491
Maclean, L., & Law, J. M. (2022). Supporting primary school students’ mental health needs: Teachers’ perceptions of roles, barriers, and abilities. Psychology in the Schools, 59(11), 2359–2377. https://doi.org/10.1002/pits.22648
Maisaroh, S., Hadi, S., & Andrian, D. (2024). Instrument model to evaluate children-friendly school program at elementary school in Indonesia. International Journal of Evaluation and Research in Education (IJERE), 13(2), 809-819. https://doi.org/10.11591/ijere.v13i2.25440
Mishu, M. P., Tindall, L., Kerrigan, P., & Gega, L. (2023). Cross-culturally adapted psychological interventions for the treatment of depression and/or anxiety among young people: A scoping review. PLoS ONE, 18(10 October), 1–26. https://doi.org/10.1371/journal.pone.0290653
Omweri, F. S. (2024). A systematic literature review of e-government implementation in developing countries: Examining urban-rural disparities, institutional capacity, and socio-cultural factors in the context of local governance and progress towards SDG 16.6. International Journal of Research and Innovation in Social Science, VIII(VIII), 1173–1199. https://doi.org/10.47772/IJRISS.2024.808088
Petronzi, D., Hunt, T. E., & Sheffield, D. (2021). Interventions to address mathematics anxiety: An overview and recommendations. Current Studies in Educational Disciplines, 169, 169–194. https://doi.org/10.15516/cje.v23i2.3890
Pizzie, R. G., & Kraemer, D. J. M. (2023). Strategies for remediating the impact of math anxiety on high school math performance. NPJ Science of Learning, 8(1), 44. https://doi.org/10.1038/s41539-023-00188-5
Powell, S. R., & Nelson, G. (2021). University students’ misconceptions about rational numbers: Implications for developmental mathematics and instruction of younger students. Psychology in the Schools, 58(2), 307–331. https://doi.org/10.1002/pits.22448
Prahmana, R. C. I., Sutanti, T., & Diponegoro, A. M. (2021). Mathematics anxiety and the influencing factors among junior high school students in Yogyakarta, Indonesia. Croatian Journal of Education, 23(2), 343-369. https://doi.org/10.15516/cje.v23i2.3890
Quintana, R., & Saatcioglu, A. (2022). The Long-lasting effects of schooling: Estimating the effects of science and math identity in high school on college and career outcomes in STEM. Socius, 8, 23780231221115405. https://doi.org/10.1177/23780231221115405
Rabbi, M. F., & Islam, M. S. (2024). The effect of academic stress and mental anxiety among the students of Khulna University. Edukasiana: Jurnal Inovasi Pendidikan, 3(3), 280–299. https://doi.org/10.56916/ejip.v3i3.723
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
Ruslan Mahfuz, R., Hidayah, J., & Edyar, B. (2024). Students’ anxiety in learning English (A case study at 7th grade of Darussalam boarding school Kepahiang). Institut Agama Islam Negeri Curup. http://e-theses.iaincurup.ac.id/id/eprint/7748
Samuel, T. S., & Warner, J. (2021). “I can math!”: Reducing math anxiety and increasing math self-efficacy using a mindfulness and growth mindset-based intervention in first-year students. Community College Journal of Research and Practice, 45(3), 205–222. https://doi.org/10.1080/10668926.2019.1666063
Suinn, R. M., & Winston, E. H. (2003). The mathematics anxiety rating scale, a brief version: Psychometric data. Psychological Reports, 92(1), 167–173. https://doi.org/10.2466/pr0.2003.92.1.167
Suresh, S. (2023). Mathematics anxiety and how to overcome it in earlier stage of high school level. International Journal of Mathematics Trends and Technology-IJMTT, 69(1), 49-55. https://doi.org/10.14445/22315373/IJMTT-V69I1P507
Talić, I., Sparfeldt, J. R., Möller, J., Renner, K.-H., Greiff, S., & Niepel, C. (2024). Social and dimensional comparison effects in general and domain-specific test anxiety: A nested factor modeling approach. Current Psychology, 43(11), 10058–10074. https://doi.org/10.1007/s12144-023-04964-9
Tigges, B. B. (2004). Parental consent and adolescent risk behavior research. Journal of Nursing Scholarship, 35(3), 283–289. https://doi.org/10.1111/j.1547-5069.2003.00283.x
Umeh, E. C. (2025). Math-trivium framework for newcomer students: Orientation for high school teachers on equitable, inclusive instruction. Journal of Ethnic and Cultural Studies, 12(2), 178–199. https://doi.org/10.29333/ejecs/2209
Victor-Edema, U. A. (2024). Exploring the role of mathematics anxiety in students’ commitment to science education in the Niger delta. International Journal of Functional Research in Arts and Humanities (IJFRAH), 3(2), 57-65. https://ijfrah.com/journal/article/view/47
Waschl, N., & Chen, M. (2022). Cross-cultural considerations for adapting valid psychoeducational assessments. In O. S. Tan, K. K. Poon, B. A. O’Brien, & A. Rifkin-Graboi (Ed.), Empowering Teaching and Learning through Policies and Practice: Singapore and International Perspectives ((ELPSIP,volume 2)) (pp. 113–140). Springer Singapore. https://doi.org/10.1007/978-981-16-7405-1_7
Yuan, Z., Tan, J., & Ye, R. (2023). A cross-national study of mathematics anxiety. The Asia-Pacific Education Researcher, 32(3), 295–306. https://doi.org/10.1007/s40299-022-00652-7