Emotional intelligence (EI) and learning motivation are widely recognized as critical non-cognitive factors influencing academic success. However, empirical evidence regarding their impact on mathematics achievement within Indonesian Secondary School contexts remains limited. This study examines the individual and simultaneous effects of EI and learning motivation on mathematics learning outcomes among Grade VIII students. Utilizing an ex-post facto quantitative design, a saturated sampling technique was employed to select all 50 Grade VIII students from Lower Secondary School 12 Bulukumba, South Sulawesi, Indonesia. Data was collected via a validated mathematics achievement test and two Likert-scale questionnaires assessing EI and motivation. Descriptive and inferential statistical analyses, including multiple linear regression, were performed using SPSS. Descriptive results categorized student EI as high (M=51.62, SD=4.34), learning motivation as high (M=53.60, SD=6.66), and mathematics outcomes as moderate (M=75.80, SD=10.90). Inferential analysis revealed that EI significantly predicted mathematics outcomes (R2 = 0.14, p = 0.008), and learning motivation emerged as a stronger individual predictor (R2 = 0.302, p<0.001). Simultaneously, both variables exerted a significant combined effect, explaining 39.2% of the variance (R2 = 0.392, p<0.001). These findings underscore the critical role of affective factors in STEM education, suggesting that integrating socio-emotional development programs into secondary mathematics instruction can significantly enhance student performance.
Downloads
- Aljura, A. N., Retnawati, H., & Widjajanti, D. B. (2024). A Meta-Analysis: The Effect of Emotional Intelligence on Students' Mathematics Learning Outcomes in Indonesia. Jurnal Riset Pendidikan Matematika, 11(2), 77-89. https://doi.org/10.21831/jrpm.v11i2.71116
- Arigiyati, T. A., Kusumaningrum, B., Maysaroh, I. L., Kuncoro, K. S., Pahmi, S., & Özsüt, B. (2023). The effect of self-regulated learning and learning interest on mathematics learning outcomes. Union: Jurnal Ilmiah Pendidikan Matematika, 11(2), 317-329. https://doi.org/10.30738/union.v11i2.15025 DOI: https://doi.org/10.30738/union.v11i2.15025
- Asare, B., & Larbi, E. (2025). Nexus between emotional intelligence and mathematics performance: the role of metacognitive awareness. Cogent Education, 12(1), 2450117. https://doi.org/10.1080/2331186X.2025.2450117 DOI: https://doi.org/10.1080/2331186X.2025.2450117
- Balakrishnan, A., & Saklofske, D. H. (2015). Be mindful how you measure: A psychometric investigation of the Brief Emotional Intelligence Scale. Personality and Individual Differences, 87, 293-297. https://doi.org/10.1016/j.paid.2015.08.030 DOI: https://doi.org/10.1016/j.paid.2015.08.030
- Chazan, D. J., Pelletier, G. N., & Daniels, L. M. (2022). Achievement goal theory review: An application to school psychology. Canadian Journal of School Psychology, 37(1), 40-56. https://doi.org/10.1177/08295735211058319 DOI: https://doi.org/10.1177/08295735211058319
- Eccles, J. S., & Wigfield, A. (2024). The development, testing, and refinement of Eccles, Wigfield, and colleagues’ situated expectancy-value model of achievement performance and choice. Educational Psychology Review, 36(2), 51. https://doi.org/10.1007/s10648-024-09888-9 DOI: https://doi.org/10.1007/s10648-024-09888-9
- Emmerling, R. J., & Cherniss, C. (2025). Emotional intelligence in the workplace. Consulting Psychology Journal, 77(3), 209. https://psycnet.apa.org/doi/10.1037/cpb0000305 DOI: https://doi.org/10.1037/cpb0000305
- Gkintoni, E., Dimakos, I., & Nikolaou, G. (2025). Cognitive insights from emotional intelligence: A systematic review of EI models in educational achievement. Emerging Science Journal, 8, 262-297. http://dx.doi.org/10.28991/ESJ-2024-SIED1-016 DOI: https://doi.org/10.28991/ESJ-2024-SIED1-016
- González-Yubero, S., Palomera, R., Mauri, M., & Falcón, C. (2025). The role of resilient coping as a mediator between trait emotional intelligence and academic motivation in university students. Trends in Neuroscience and Education, 100272. https://doi.org/10.1016/j.tine.2025.100272 DOI: https://doi.org/10.1016/j.tine.2025.100272
- Hendra, R., Setiyadi, B., Pratama, Y. H., Denmar, D., Wijaya, H. A., & Contreras, J. A. M. (2024). The influence of self-efficacy, emotional intelligence and learning motivation on learning achievement of students at Universitas Jambi. Jurnal Iqra': Kajian Ilmu Pendidikan, 9(1), 113-134. https://doi.org/10.25217/ji.v9i1.4356 DOI: https://doi.org/10.25217/ji.v9i1.4356
- Kamberi, M. (2025). The types of intrinsic motivation as predictors of academic achievement: the mediating role of deep learning strategy. Cogent Education, 12(1), 2482482. https://doi.org/10.1080/2331186X.2025.2482482 DOI: https://doi.org/10.1080/2331186X.2025.2482482
- Lei, Q., Liu, D., Chen, X., Hirni, M., Wang, J., Abdelnaby, H., & Wei, S. (2025). Mathematics anxiety, trait emotional intelligence, and self‐concept: Pathways to mathematics performance in students with and without mathematics learning difficulties. Journal of Research in Special Educational Needs, 25(4), 945-957. https://doi.org/10.1111/1471-3802.70020 DOI: https://doi.org/10.1111/1471-3802.70020
- Li, Z., Li, X., & Chen, J. (2025). Emotional intelligence of educators: a bibliometric review, 1998–2024. Social Psychology of Education, 28(1), 99. https://doi.org/10.1007/s11218-025-10048-2 DOI: https://doi.org/10.1007/s11218-025-10048-2
- Liu, W. C. (2021). Implicit theories of intelligence and achievement goals: A look at students’ intrinsic motivation and achievement in mathematics. Frontiers in Psychology, 12, 593715. https://doi.org/10.3389/fpsyg.2021.593715 DOI: https://doi.org/10.3389/fpsyg.2021.593715
- MacCann, C., Jiang, Y., Brown, L. E. R., Double, K. S., Bucich, M., & Minbashian, A. (2020). Emotional intelligence predicts academic performance: A meta-analysis. Psychological Bulletin, 146(2), 150–186. https://doi.org/10.1037/bul0000219 DOI: https://doi.org/10.1037/bul0000219
- Mahoney, J. L., Weissberg, R. P., Greenberg, M. T., Dusenbury, L., Jagers, R. J., Niemi, K., ... & Yoder, N. (2021). Systemic social and emotional learning: Promoting educational success for all preschool to high school students. American Psychologist, 76(7), 1128. https://psycnet.apa.org/doi/10.1037/amp0000701 DOI: https://doi.org/10.1037/amp0000701
- Mayer, J. D., Caruso, D. R., Salovey, P., Lin, I. Y., Hansma, B. J., Solomon, J., ... & Romero Escobar, M. (2025). Measuring emotional intelligence with the MSCEIT 2: Theory, rationale, and initial findings. Frontiers in psychology, 16, 1539785. https://doi.org/10.3389/fpsyg.2025.1539785 DOI: https://doi.org/10.3389/fpsyg.2025.1539785
- Muhtadi, A., Kaliky, S., Hukom, J., & Samal, D. (2022). A meta-analysis: Emotional intelligence and its effect on mathematics achievement. International Journal of Instruction, 15(4), 745-762. https://e-iji.net/ats/index.php/pub/article/view/285 DOI: https://doi.org/10.29333/iji.2022.15440a
- Nieto Carracedo, A., Gómez-Iñiguez, C., Tamayo, L. A., & Igartua Perosanz, J. J. (2024). Emotional intelligence and academic achievement relationship: Emotional well-being, motivation, and learning strategies as mediating factors. Psicología educativa, 30(2), 67-74. https://doi.org/10.5093/psed2024a7 DOI: https://doi.org/10.5093/psed2024a7
- Pekrun, R. (2024). Control-value theory: From achievement emotion to a general theory of human emotions. Educational Psychology Review, 36(3), 83. https://doi.org/10.1007/s10648-024-09909-7 DOI: https://doi.org/10.1007/s10648-024-09909-7
- Perpiñà Martí, G., Sidera, F., Senar Morera, F., & Serrat Sellabona, E. (2023). Executive functions are important for academic achievement, but emotional intelligence too. Scandinavian Journal of Psychology, 64(4), 470-478. https://doi.org/10.1111/sjop.12907 DOI: https://doi.org/10.1111/sjop.12907
- Prada Núñez, R., Rabelo Procopio, M. V., Fernández-Cézar, R., & Solano-Pinto, N. (2024). Affective domain and mathematics achievement of Colombian students under multiple correspondence analysis. Frontiers in Education (Vol. 8, p. 1261829). Frontiers Media SA. https://doi.org/10.3389/feduc.2023.1261829 DOI: https://doi.org/10.3389/feduc.2023.1261829
- Ryan, R. M., & Deci, E. L. (2024). Self-determination theory. In Encyclopedia of quality of life and well-being research (pp. 6229-6235). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-17299-1_2630 DOI: https://doi.org/10.1007/978-3-031-17299-1_2630
- Sari, A. P., Upu, H., & Suradi, S. (2024). The Influence of Self-Efficacy, Emotional Intelligence, Learning Motivation, and Cognitive Style on Mathematics Learning Achievement of Students in JuniorHighSchool. Formatif: Jurnal Ilmiah Pendidikan MIPA, 14(2), 487-504. http://dx.doi.org/10.30998/formatif.v14i2.28907 DOI: https://doi.org/10.30998/formatif.v14i2.28907
- Sert, M. A., & Arıkan, S. (2025). Investigating the differential relationship between the big five domains of social and emotional skills and mathematics achievement. International Electronic Journal of Elementary Education, 17(2), 267-277. https://iejee.com/index.php/IEJEE/article/view/2386
- Shengyao, Y., Xuefen, L., Jenatabadi, H. S., Samsudin, N., Chunchun, K., & Ishak, Z. (2024). Emotional intelligence impact on academic achievement and psychological well-being among university students: the mediating role of positive psychological characteristics. BMC psychology, 12(1), 389. https://doi.org/10.1186/s40359-024-01886-4 DOI: https://doi.org/10.1186/s40359-024-01886-4
- Shone, E. T., Weldemeskel, F. M., & Worku, B. N. (2024). The role of students' mathematics perception and self‐efficacy toward their mathematics achievement. Psychology in the Schools, 61(1), 103-122. https://doi.org/10.1002/pits.23033 DOI: https://doi.org/10.1002/pits.23033
- Susanto, H., Setiana, D., Besar, N., Najib Ali, M., Susanto, A. K. S., Seruddin, R., & Ibrahim, F. (2024). Leveraging technology enhancement: the well-being emotional intelligence, security keys to the university students’ readiness in digital learning ecosystem. Sustainability, 16(9), 3765. https://doi.org/10.3390/su16093765 DOI: https://doi.org/10.3390/su16093765
- Vansteenkiste, M., Sierens, E., Goossens, L., Soenens, B., Dochy, F., Mouratidis, A., ... & Beyers, W. (2012). Identifying configurations of perceived teacher autonomy support and structure: Associations with self-regulated learning, motivation and problem behavior. Learning and instruction, 22(6), 431-439. https://doi.org/10.1016/j.learninstruc.2012.04.002 DOI: https://doi.org/10.1016/j.learninstruc.2012.04.002
- Xiao, F., & Sun, L. (2021). Students’ motivation and affection profiles and their relation to mathematics achievement, persistence, and behaviors. Frontiers in psychology, 11, 533593. https://doi.org/10.3389/fpsyg.2020.533593 DOI: https://doi.org/10.3389/fpsyg.2020.533593
- Yuzarion, Y., Yusutria, Y., Abd Wahab, F. I., dos Santos, F. L. C., Alfaiz, A., Yandri, H., ... & Hidayah, N. (2025). The relationship between spiritual intelligence, emotional intelligence, and self-regulated learning in high school students. Jurnal Konseling dan Pendidikan, 13(3), 535-541. https://doi.org/10.29210/1182100 DOI: https://doi.org/10.29210/1182100
Copyright (c) 2026 Fathrul Arriah, Abd. Kadir Jaelani, Ilhamuddin Ilhamuddin, Ahmad Syamsuadi, Ririn Anggraeni

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Fathrul Arriah, Ilhamuddin Ilhamuddin, Leveling Up Junior High School Students' Critical Thinking Skills: Mathematical Thinking Patterns through Polya's Theory , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
Similar Articles
- Irvan Irvan, Performance-Based Assessment for Learning in Middle Schools: Physical Education, Sports and Health , ETDC: Indonesian Journal of Research and Educational Review : Vol. 3 No. 4 (2024): September
- Miftahul Khaerah, Sumiani Sumiani, Johar Linda, Development of Laban Notation Learning Design Based on Direct Instruction Model in Higher Education , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 1 (2024): December
- Nurlina Arisnawati, Rahmatiah Rahmatiah, Andi Indah Yulianti, BIPA Learning Design Based On Buginese Culture , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 4 (2022): September
- Fathor Rozi, Vicky Amalia Bulqis, Moh. Fachri, Integration of Religious Values to Reduce the Decline of Adolescent Ethics in High School , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Alice Hijrah Sulha, Anelsa Kintan Famela, Anggi Tri Annisa Harahap, The Implementation of Synchronous and Asynchronous Learning in English As Foreign Language Setting , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 1 (2021): December
- Yusriani Yusriani, Problem Based Learning Model Integrated with Islamic Values on Global Warming Material , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Irfan Irfan, Muhammad Sardi Sabar, Suwardi Suwardi, Comparison of Slalom Dribble and Chain Dribble Training on Improving Dribble Skills in High School Students , ETDC: Indonesian Journal of Research and Educational Review : Vol. 3 No. 2 (2024): March
- Saiful Saiful, Ramli Ramli, Ahmad Rum Bismar, Muh. Adnan Hudain, Suriah Hanafi, The Effectiveness of Sepak Takraw Smash Skills Through Drill Training Methods in High School Student Athletes , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
- Martha Sendi Laurika, Zainudin Notanubun, Stelie D. Ratumanan, Students' Poetry Writing Skills Through the Mind Mapping Method: A Remote Indonesian Elementary School , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 4 (2026): September
- Fashiku Christopher Oluwatoyin, Yusuf Abubakar Abiola, Ayoku Oba Baba, An Assessment of School Plant Management and Covid-19 Mitigation for Quality Assurance: Experience From Kwara State , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 4 (2022): September
<< < 26 27 28 29 30 31 32 33 34 35 > >>
You may also start an advanced similarity search for this article.


















