WEEKLY TRAINING FREQUENCY AS A CORRELATE OF EXECUTIVE FUNCTION IN SPORT SCIENCE STUDENTS

Septian Williyanto, Herman Subarjah, Surdiniaty Ugelta, Akhmad Fajri Widodo, Iftitakhur Rohmah

Abstract


This Pilot study aimed to examine the relationship between weekly training frequency and executive function among sport science students. A correlational, cross-sectional design was employed involving 50 Sport Science students (32 males, 18 females; age M = 19.56, SD = 0.70 years) who were free of neurological disorders and abstained from caffeine for 12 hours prior to testing. Weekly training frequency was self-reported, while executive function was assessed using the Digit Span Test, Stroop Test, and Trail Making Test (TMT). Because several variables were not normally distributed (Shapiro–Wilk test), Spearman's rho correlation was used as the primary analysis, supplemented with Kruskal–Wallis tests across training-frequency categories and Mann–Whitney U tests for sex comparisons. Weekly training frequency showed a significant, strong positive correlation with Stroop Test scores (rho = 0.529; p < 0.001), indicating better inhibitory control among students who trained more frequently. Stroop Test scores were also significantly negatively correlated with TMT completion time (rho = −0.402; p = 0.004), Digit Span scores were significantly negatively correlated with TMT time (rho = −0.290; p = 0.041), and Digit Span scores were significantly positively correlated with Stroop Test scores (rho = 0.315; p = 0.026); in other words, all three executive function measures were significantly intercorrelated. Correlations between training frequency and Digit Span (rho = 0.257; p = 0.072) and TMT (rho = −0.171; p = 0.234) were not statistically significant. Weekly training frequency was selectively associated with inhibitory control, but not consistently with working memory or processing speed/cognitive flexibility, among sport science students. These findings support the hypothesis that the cognitive benefits of physical activity are domain-specific and most consistent for tasks demanding high inhibitory control.


Keywords


training frequency; executive function; inhibitory control; working memory; Stroop Test; Trail Making Test; sport science students

Full Text:

PDF

References


Altamimi, J. M., Sulastri, A., & Salasa, S. (2025). Pengaruh Jogging Sebagai Aktivitas Fisik Terhadap Fungsi Kognitif Siswa Sekolah Dasar. Bravo’s: Journal of Physical Education and Sport Science, 13(4), 668–681. https://doi.org/10.32682/bravos.v13i4/212

Birinci, Y. Z., Pancar, S., Şimşek, H., Soylu, Y., Konuk, K., & Şahin, Ş. (2026). Time-Dependent Comparison of Serum BDNF Responses Following High-Intensity Interval Exercise and Moderate-and Low-Intensity Continuous Exercise in Healthy Young Men. Scientific Reports, 16(1), 6821. https://doi.org/10.1038/s41598-026-37728-z

Carbonell-Hernandez, L., Ballester-Ferrer, J. A., Sitges-Macia, E., Bonete-Lopez, B., Roldan, A., Cervello, E., & Pastor, D. (2022). Different Exercise Types Produce The Same Acute Inhibitory Control Improvements When The Subjective Intensity is Equal. International Journal of Environmental Research and Public Health, 19(15), 9748. https://doi.org/10.3390/ijerph19159748

de Assis, G. G., & Almondes, K. M. de. (2017). Exercise-Dependent BDNF as a Modulatory Factor for the Executive Processing of Individuals in Course of Cognitive Decline. A Systematic Review. Frontiers in Psychology, 8, 584. https://doi.org/10.3389/fpsyg.2017.00584

Diamond, A. (2013). Executive Functions. Annual Review of Psychology, 64(1), 135–168. https://doi.org/10.1146/annurev-psych-113011-143750

Gaillard, A., Fehring, D. J., & Rossell, S. L. (2021). Sex Differences in Executive Control: A Systematic Review of Functional Neuroimaging Studies. European Journal of Neuroscience, 53(8), 2592–2611. https://doi.org/10.1111/ejn.15107

Gonzalez, A., & Kochen, W. R. (2024). The Effect of Exercise Type on Working Memory. Journal for Sports Neuroscience, 2(1), 4. https://nsuworks.nova.edu/neurosports/vol2/iss1/4

Hidayati, I. E., Wahjuni, E. S., & Prihanto, J. B. (2026). Hubungan Hemoglobin, Eating Behaviour, dan Tingkat Kebugaran Terhadap Hasil Asesmen Formatif dan Sumatif PJOK. Jambura Health and Sport Journal, 8(1), 9–19. https://doi.org/10.37311/jhsj.v8i1.33422

Hillman, C. H., McDonald, K. M., & Logan, N. E. (2020). A Review of the Effects of Physical Activity on Cognition and Brain Health across Children and Adolescence. Nestle Nutrition Institute workshop series, 95, 116–126. https://doi.org/10.1159/000511508

James, J. E. (2014). Caffeine and Cognitive Performance: Persistent Methodological Challenges in Caffeine Research. Pharmacology Biochemistry and Behavior, 124, 117–122. https://doi.org/10.1016/j.pbb.2014.05.019

Jumarin, M. A. B., Munar, H., Hadinata, R., & Suardika, I. K. (2026). Pengembangan Instrumen Penilaian Berbasis Higher Order Thinking Skill Pembelajaran Pendidikan Jasmani. Jambura Health and Sport Journal, 8(1), 1–8. https://doi.org/10.37311/jhsj.v8i1.32461

Lineweaver, T. T., Kercood, S., Morgan, E. B., Rampone, S. L., Frank, C. C., & McLuckie, S. A. (2020). Working Memory in Collegiate Athletes and Non-Athletes: A Comparison of Team-Sports Athletes, Solo-Sports Athletes, Frequent Exercisers and Infrequent Exercisers. OBM Integrative and Complementary Medicine, 5(1), 1. http://dx.doi.org/10.21926/obm.icm.2001002

Liu, L., Xin, X., & Zhang, Y. (2025). The Effects of Physical Exercise on Cognitive Function in Adolescents: A Systematic Review and Meta-Analysis. Frontiers in Psychology, 16, 1556721. https://doi.org/10.3389/fpsyg.2025.1556721

Liu, S., Yu, Q., Li, Z., Cunha, P. M., Zhang, Y., Kong, Z., Lin, W., Chen, S., & Cai, Y. (2020). Effects of acute and Chronic Exercises on Executive Function in Children and Adolescents: A Systemic Review and Meta-Analysis. Frontiers in Psychology, 11, 554915. https://doi.org/10.3389/fpsyg.2020.554915

Lv, Y., Dong, X., Sun, T., Jiang, S., Gao, Y., Liang, J., Hu, S., Yu, H., & Hou, X. (2024). Acute Effects of Different Physical Activity on Executive Function and Regulation Role of Beta Oscillation in Sedentary Youth Frontal Region. Scientific Reports, 14(1), 30939. https://doi.org/10.1038/s41598-024-81538-0

McLellan, T. M., Caldwell, J. A., & Lieberman, H. R. (2016). A Review of Caffeine’s Effects on Cognitive, Physical and Occupational Performance. Neuroscience & Biobehavioral Reviews, 71, 294–312. https://doi.org/10.1016/j.neubiorev.2016.09.001

Nadira, S. R., & Daulay, M. (2022). Korelasi Aktivitas Fisik dengan Memori Kerja pada Mahasiswa Pendidikan Dokter Fakultas Kedokteran Universitas Sumatera Utara. SCRIPTA SCORE Scientific Medical Journal, 3(2), 106–113. https://doi.org/10.32734/scripta.v3i2.6863

Organization, W. H. (2020). WHO guidelines on Physical Activity and Sedentary Behaviour. World Health Organization.

Pluncevic-Gligoroska, J., Manchevska, S., Sivevska-Smilevska, E., & Bozhinovska, L. (2010). Assessment of Working Memory Capacity in Young Healthy Adults With Different Level of Long-Term Physical Activity. Materia Socio-Medica, 22(3), 132.

Predovan, D., Fraser, S. A., Renaud, M., & Bherer, L. (2012). The Effect of Three Months of Aerobic Training on Stroop Performance in Older Adults. Journal of Aging Research, 2012(1), 269815. https://doi.org/10.1155/2012/269815

Remiszewski, M., Rajtar, G., Komarek, Z., Pałka, T., Maciejczyk, M., & Ligeza, T. S. (2025). Cardiovascular Exercise Improves Inhibitory Control in Sedentary Young Adults: A 12-wk Randomized Controlled Trial. Medicine & Science in Sports & Exercise, 57(10), 2157–2172. https://doi.org/10.1249/mss.0000000000003751

Ronca, F., Xu, C., Kong, E., Chan, D., Hamilton, A., Schiavo, G., Tachtsidis, I., Pinti, P., Tari, B., & Gurney, T. (2026). BDNF Relates to Prefrontal Cortex Activity in The Context of Physical Exercise. Brain Research, 150253. https://doi.org/10.1016/j.brainres.2026.150253

Runesi, S., Louk, M. J. H., Utomo, A. W. B., & Saputra, S. Y. (2024). Hubungan Antara Aktivitas Fisik, Fungsi Kognitif, dan Prestasi Akademik Siswa. Prosiding Seminar Nasional Pendidikan Jasmani Dan Kesehatan Mental Peserta Didik, 129–140.

Sanders, L. M. J., Hortobagyi, T., la Bastide-van Gemert, S., van der Zee, E. A., & van Heuvelen, M. J. G. (2019). Dose-Response Relationship Between Exercise and Cognitive Function in Older Adults With and Without Cognitive Impairment: A Systematic Review and Meta-Analysis. PloS One, 14(1), e0210036. https://doi.org/10.1371/journal.pone.0210036

Shigeta, T. T., Leahy, A. A., Smith, J. J., Eather, N., Lubans, D. R., & Hillman, C. H. (2021). Cardiorespiratory and Muscular Fitness Associations with Older Adolescent Cognitive Control. Journal of Sport and Health Science, 10(1), 82–90. https://doi.org/10.1016/j.jshs.2020.05.004

Sugimoto, T., Suga, T., Tsukamoto, H., Calverley, T. A., Tanaka, D., Takenaka, S., Tomoo, K., Dora, K., Bailey, D. M., & Isaka, T. (2020). Similar Improvements in Inhibitory Control Following Low-Volume High-Intensity Interval Exercise and Moderate-Intensity Continuous Exercise. Psychology of Sport and Exercise, 51, 101791. https://doi.org/10.1016/j.psychsport.2020.101791

Tsiakiri, A., Christidi, F., Tsiptsios, D., Vlotinou, P., Kitmeridou, S., Bebeletsi, P., Kokkotis, C., Serdari, A., Tsamakis, K., & Aggelousis, N. (2024). Processing Speed and Attentional Shift/Mental Flexibility in Patients With Stroke: A Comprehensive Review on The Trail Making Test in Stroke Studies. Neurology International, 16(1), 210–225. https://doi.org/10.3390/neurolint16010014

Tutakhail, A., Diarra, F., Coudoré, F., Mendez-David, I., & David, D. J. (2025). Harnessing Exercise for Brain Health: BDNF, Neuroplasticity & Well-Being. L’encephale, 52(2):187-196. https://doi.org/10.1016/j.encep.2025.08.006

Verburgh, L., Königs, M., Scherder, E. J. A., & Oosterlaan, J. (2014). Physical Exercise and Executive Functions in Preadolescent Children, Adolescents and Young Adults: A Meta-Analysis. British Journal of Sports Medicine, 48(12), 973–979. https://doi.org/10.1136/bjsports-2012-091441

Wang, Y., Wang, Q., Yang, M., Li, W., Wang, L., & Fan, J. (2025). A Meta-Analysis of The Dose–Response Relationship Between Aerobic Exercise and Executive Function in Children. Frontiers in Public Health, 13, 1608937. https://doi.org/10.3389/fpubh.2025.1608937

Wu, C., Zhang, C., Li, X., Ye, C., & Astikainen, P. (2025). Comparison of Working Memory Performance in Athletes and Non-Athletes: A Meta-Analysis of Behavioural Studies. Memory, 33(2), 259–277. https://doi.org/10.1080/09658211.2024.2423812

Yang, L., Yuan, Z., & Chen, X. (2026). Comparative Effects of Different Exercise Modalities on Cognitive Domains in Older Adults: A Bayesian Network Meta-Analysis and Meta-Regression. Frontiers in Nutrition, 13, 1797113. https://doi.org/10.3389/fnut.2026.1797113

Yu, M., Han, X., Wang, X., & Guan, R. (2023). Effects of Physical Exercise on Executive Functions Among College Students in China: Exploring The Influence of Exercise Intensity and Duration. Behavioral Sciences, 13(12), 987. https://doi.org/10.3390/bs13120987

Zhu, H., Zhu, L., Xiong, X., Dong, X., Chen, D., Wang, J., Cai, K., Wang, W., & Chen, A. (2021). Influence of Aerobic Fitness on White Matter Integrity and Inhibitory Control in Early Adulthood: A 9-Week Exercise Intervention. Brain Sciences, 11(8), 1080. https://doi.org/10.3390/brainsci11081080




DOI: https://doi.org/10.37311/jhsj.v8i2.40229

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Lisensi Creative Commons
Jambura Health and Sport Journal (JHSJ)  (p-ISSN: 2654-718X | e-ISSN: 2656-2863) dilisensikan di bawah  Lisensi  Creative Commons Atribusi 4.0 Internasional .

 

Jambura Health and Sport Journal   Terindeks dan Termasuk Database pada: