Assessing the impact of emotional and interpersonal intelligence, and physical performance on academic achievement in sports students

Authors

  • Rahmat Kamaruddin Doctoral Program in Educational Sciences, Graduate School, Universitas Negeri Makassar
  • Syafruddin Side Department of Mathematics, Faculty Mathematics and Natural Science, Universitas Negeri Makassar
  • Wahidah Sanusi Department of Mathematics, Faculty Mathematics and Natural Science, Universitas Negeri Makassar
  • Muhammad Ikram Department of Mathematics, Faculty Mathematics and Natural Science, Universitas Negeri Makassar
  • Muhammad Muzaini Department of Mathematics Education, Faculty Teacher Training and Education, Universitas Muhammadiyah Makassar
  • Khaerun Nisa'a Tayibu Department of Linguistics, Faculty of Cultural Sciences, Universitas Hasanuddin
  • Aztri Fithrayani Alam Department of Guidance and Conceling, STKIP Andi Matappa Pangkep

DOI:

https://doi.org/10.47197/retos.v78.118992

Keywords:

emotional intelligence, Interpersonal intelligence, physical performance, academic achievement, sports students, path analysis

Abstract

Introduction: The rationale for this study stems from the need to understand the non-cognitive factors associated with academic achievement among students in sports-related programs, as sports learning requires the integration of academic demands, social interaction, and physical readiness.

Objective: This study examined the effects of emotional intelligence, interpersonal intelligence, and physical performance on academic achievement, as well as the indirect effects of emotional intelligence through interpersonal intelligence and physical performance.

Methodology: An explanatory quantitative design was employed using path analysis within a Structural Equation Modeling framework based on cross-sectional data. The participants were 227 students from sports-related programs at several higher education institutions in Indonesia. The instruments consisted of Likert-scale measures of emotional intelligence, interpersonal intelligence, and physical performance, while academic achievement was measured using Grade Point Average. Instrument testing showed adequate construct validity and reliability. Data were collected through Google Forms using informed consent, screening questions, and response quality checks, then analyzed using SEM with bootstrapping to test direct and indirect effects.

Results: The results showed that emotional intelligence, interpersonal intelligence, and physical performance were all positively associated with academic achievement. Emotional intelligence was also strongly associated with interpersonal intelligence and physical performance, and its indirect effects on academic achievement through both mediators were significant.

Discussion: The novelty of this study lies in its integrated modeling of social and performance pathways linking emotional intelligence to academic achievement across multiple institutions.

Conclusions: Practically, the findings highlight the need for strategies that strengthen emotional regulation, interpersonal competence, and physical performance management to support academic success.

References

Abbeduto, L., Murphy, M. M., Richmond, E. K., Amman, A., Beth, P., Weissman, M. D., Kim, J.-S., Cawthon, S. W., Karadottir, S., Abe, H., Yada, H., Yamamoto, T., Sohma, H., Abraham, S., Perez, P., Adarves-Yorno, I., Jetten, J., Postmes, T., Haslam, S. A., … Elaad, E. (2019). Teacher perceptions of two multi-component interventions: Disability awareness and science. Frontiers in Psychology, 31(2).

Bueno, J. M. H., de Lira Correia, F. M., & Peixoto, E. M. (2021). Psychometric Properties of the Emotional Competence Inventory – Short Revised Version (ECI-R). Psico-USF, 26(3). https://doi.org/10.1590/1413-82712021260310

Campos, M. J., Ferreira, J. P., Morais, M., & Rodrigues, G. (2022). Validation of the Portuguese version of the self-efficacy scale for physical education teacher education major toward children with di-sabilities. Retos, 45. https://doi.org/10.47197/retos.v45i0.91868

De Aguiar Antunes, G., Fank, F., Amaral Da Rocha, A. R., Mazo, G. Z., Antunes, G., Antunes, G., Fank, F., & Da Rocha, A. (2025). Life purpose in older adults is associated with vigorous physical activity. Retos, 71.

Fernández-Espínola, C., & Almagro, B. J. (2019). Relation between motivation and emotional intelligen-ce in Physical Education: A systematic review. Retos, 36(2).

Folgado dos Santos, J. M., Patricio Duarte Petrica, J. M., Serrano, J. J. M., Batista, M. A. da S., Honório, S. A. de A., & Maia, L. A. C. R. (2020). The attention of students during physical education class based on academic performance (La atención de los estudiantes durante la clase de educación física basada en el rendimiento académico). Retos, (38). https://doi.org/10.47197/retos.v38i38.74650

Ghanizadeh, A. (2017). The interplay between reflective thinking, critical thinking, self-monitoring, and academic achievement in higher education. Higher Education, 74(1), 101–114. https://doi.org/10.1007/s10734-016-0031-y

Jankvist, U. T., Clark, K. M., & Mosvold, R. (2020). Developing mathematical knowledge for teaching teachers: potentials of history of mathematics in teacher educator training. Journal of Mathe-matics Teacher Education, 23(3), 311–332. https://doi.org/10.1007/s10857-018-09424-x

Kamaruddin, R., Fitrianti, H., Rusali, E., Wajdi, M., & Zulkifli, Z. (2025). Examining the effects of spatial thinking, emotional intelligence, and self-efficacy on academic achievemen among students in sports education programs. Retos, 71. https://doi.org/10.47197/retos.v71.117349

López, S. G., Ortega, F. Z., Jiménez, J. L. U., & Valero, G. G. (2021). Impact of physical activity on emotio-nal intelligence and sex differences. Retos, 42. https://doi.org/10.47197/RETOS.V42I0.86448

Marheni, E., Afrizal, S., Purnomo, E., Jermaina, N., Sabda Laksana, G., Komaludin, D., Pebriyeni, E., & In-tan Cahyani, F. (2024). Integrating Emotional Intelligence and Mental Education in Sports to Improve Personal Resilience of Adolescents. Retos, 51. https://doi.org/10.47197/retos.v51.101053

Panaoura, R. (2024). Prospective Teachers’ Self-Regulation: The History of Mathematics as a Tool for Perseverance. Education Sciences, 14(12). https://doi.org/10.3390/educsci14121335

Ridwan, M., Tuasikal, A. R. S., Marhaendra, F. J., Ristanto, K. O., Gazali, N., Monterrosa-Quintero, A., Gil-Espinosa, F. J., Raman, A., & Setiawan, E. (2023). Technology Readiness and Psychological Co-rrelate with Academic Achievement of Elite Student-Athletes at the College Level? Retos, 50. https://doi.org/10.47197/retos.v50.99398

Rincón, Y. R., Munárriz, A., & Magreñán Ruiz, A. (2025). Flipped Classroom or flip to foster self-regulation competencies in Mathematics in Economics and Business students. International Journal of Educational Research, 130. https://doi.org/10.1016/j.ijer.2025.102556

Rogowska, A. M., Tataruch, R., Niedźwiecki, K., & Wojciechowska-Maszkowska, B. (2022). The Media-ting Role of Self-Efficacy in the Relationship between Approach Motivational System and Sports Success among Elite Speed Skating Athletes and Physical Education Students. International Journal of Environmental Research and Public Health, 19(5). https://doi.org/10.3390/ijerph19052899

Rubio, I. M., Ángel, N. G., Esteban, M. D. P., & Ruiz, N. F. O. (2022). Emotional Intelligence as a Predictor of Motivation, Anxiety and Leadership in Athletes. International Journal of Environmental Re-search and Public Health, 19(12). https://doi.org/10.3390/ijerph19127521

Saha, G. C., Orhan, B. E., Hazra, S., Biswas, S., Karak, P. K., Mondal, S., Halder, S., & Gaur, M. P. (2025). Ef-fect of diurnal variations on cognitive and physical performance among female athletes. Retos, 68. https://doi.org/10.47197/retos.v68.113742

Şahin, Ş., Şahin, E., Sağdilek, E., Vatansever, Ş., Birinci, Y. Z., Güngör, A. K., & Kızıltan, E. (2020). The Com-parison of Mental Rotation Performances and Academic Achievements in Students of the Facul-ty of Sport Sciences and Education Sciences. Journal of Education and Learning, 9(3). https://doi.org/10.5539/jel.v9n3p66

Sevinc, S., & Lesh, R. (2017). Training mathematics teachers for realistic math problems: A case of mo-deling-based teacher education courses. ZDM - Mathematics Education, 50(1–2), 301–314. https://doi.org/10.1007/s11858-017-0898-9

Sharma, R. R. (2019). Evolving a Model of Sustainable Leadership: An Ex-post Facto Research. Vision, 23(2). https://doi.org/10.1177/0972262919840216

Stoffelsma, L., & Spooren, W. (2018). The Relationship Between English Reading Proficiency and Aca-demic Achievement of First-Year Science and Mathematics Students in a Multilingual Context. International Journal of Science and Mathematics Education, 1–18. https://doi.org/10.1007/s10763-018-9905-z

Swidan, O., & Fried, M. (2021). Focuses of awareness in the process of learning the fundamental theo-rem of calculus with digital technologies. Journal of Mathematical Behavior, 62(June 2020), 100847. https://doi.org/10.1016/j.jmathb.2021.100847

Wei, C., Su, R., & Hsu, M. (2020). Effects of tpsr integrated sport education model on football lesson stu-dents’ responsibility and exercise self-efficacy. Revista de Cercetare Si Interventie Sociala, 71. https://doi.org/10.33788/rcis.71.8

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Published

01-05-2026

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Section

Original Research Article

How to Cite

Kamaruddin, R., Side, S., Sanusi, W., Ikram, M., Muzaini, M., Tayibu, K. N., & Alam, A. F. (2026). Assessing the impact of emotional and interpersonal intelligence, and physical performance on academic achievement in sports students. Retos, 78, 1164-1178. https://doi.org/10.47197/retos.v78.118992