Main Article Content
Abstract
Mathematics anxiety is a significant psychological factor affecting students' learning and academic performance. The Mathematics Anxiety Rating Scale (MARS) is widely used to assess this anxiety, but its original version is designed for adolescents and adults. A modified version is necessary to effectively measure mathematics anxiety among younger students. This study aims to modify and validate the MARS for Indonesian elementary school students aged 10-12 years, ensuring its reliability and validity through psychometric analysis. This study employed a quantitative psychometric approach with a cross-sectional survey design, involving 324 Indonesian elementary school students aged 10-12 years. The MARS-30 was adapted by simplifying language and adjusting contextual items to suit younger students. Data were collected through an online questionnaire distributed via social media. Exploratory Factor Analysis (EFA) was conducted to determine the factor structure, while Confirmatory Factor Analysis (CFA) assessed model fit. Cronbach’s Alpha measured the scale’s internal consistency and reliability. EFA revealed a two-factor structure consisting of Mathematics Test Anxiety and Numerical Anxiety, explaining 57.62% of the total variance. CFA confirmed a good model fit with CFI = 0.94, TLI = 0.92, RMSEA = 0.06, and SRMR = 0.05. The modified MARS demonstrated excellent internal consistency (α = 0.87), with both subscales showing high reliability (Mathematics Test Anxiety: α = 0.85, Numerical Anxiety: α = 0.84). These findings confirm that mathematics anxiety in young students consists of distinct dimensions, rather than being a single construct. In conclusion, the modified MARS for Indonesian elementary students is a valid and reliable tool for assessing mathematics anxiety in children aged 10-12 years. The study confirms that mathematics anxiety consists of two distinct dimensions and highlights the importance of early identification and intervention. Future research should explore longitudinal trends and strategies to help students manage mathematics anxiety effectively.
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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.
- 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(1). 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
- 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
- F. S., Omweri. (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
- 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.
- 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 (hal. 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 (hal. 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. 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
- 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/Hrvatski Časopis za Odgoj i Obrazovanje, 23(2).
- 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. 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. 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. 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). 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)) (hal. 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.
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(1). 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
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
F. S., Omweri. (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
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.
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 (hal. 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 (hal. 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. 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
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/Hrvatski Časopis za Odgoj i Obrazovanje, 23(2).
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. 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. 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. 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). 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)) (hal. 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