Dietary patterns and nutritional status in soccer athletes: A cross-sectional study from an ergonomic perspective

Authors

DOI:

https://doi.org/10.17977/um086v4i12026p71-80

Keywords:

Cross-sectional study, dietary patterns, ergonomics, nutritional status, soccer athletes

Abstract

Background: Normal nutritional status has been established as one of the principal determinants in an athlete's performance. Dietary quality plays a critical role in optimizing athletes' physical fitness and performance outcomes. Objective: To examine the associations between dietary patterns on the MacPersona System and nutritional status of soccer players (energy, protein, et cetera, fat, and carbohydrates). Methods: A cross-sectional quantitative study was conducted involving 21 soccer players (total sampling). Dietary patterns were assessed using a validated Semi-Quantitative Food Frequency Questionnaire (SQ-FFQ). Nutritional status was measured using Body Mass Index(BMI) based on anthropometric data. The chi-square test was used for statistical analysis (SPSS version 26). A95% confidenceinterval was applied. Result: 71.4% of athletes had normal nutritional status. The Chi-square test revealed significant associations between nutritional status and energy intake (p = 0.014), protein intake (p = 0.046), fat intake (p = 0.002), and carbohydrate intake (p = 0.006). Athletes with normal nutritional status consistently showed good macronutrient intake (80%–93.3%), while those with abnormal status predominantly had poor intake (>80% for all macronutrients). Conclusion: Balanced and adequate macronutrient intake is significantly associated with normal nutritional status in soccer athletes. These findings emphasize the need for holistic, ergonomically designed nutritional interventions integrated into training programs to optimize performance and long-term health.

References

Andriyani, F., & Budiono, I. (2021). Beberapa Faktor yang Berhubungan dengan Status Gizi Atlet Taekwondo. Indonesian Journal of Public Health and Nutrition, 1(3), 555-562.

Candra, A., & Shahab, F. (2021). Gambaran Status Gizi Atlet Sepak Bola Semarang Pada Masa Pandemi Covid 19. JNH (Journal of Nutrition and Health), 9(2), 1-7.

Carayon, P. A. S. H., Hundt, A. S., Karsh, B. T., Gurses, A. P., Alvarado, C. J., Smith, M., & Brennan, P. F. (2006). Work system design for patient safety: the SEIPS model. BMJ Quality & Safety, 15(suppl 1), i50-i58.

Carayon, P., Wooldridge, A., Hoonakker, P., Hundt, A. S., & Kelly, M. M. (2020). SEIPS 3.0: Human-centered design of the patient journey for patient safety. Applied ergonomics, 84, 103033.

Collins, J., Maughan, R. J., Gleeson, M., Bilsborough, J., Jeukendrup, A., Morton, J. P., Phillips, S. M., Armstrong, L., Burke, L. M., Close, G. L., Duffield, R., Larson-Meyer, E., Louis, J., Medina, D., Meyer, F., Rollo, I., Sundgot-Borgen, J., Wall, B. T., Boullosa, B., … McCall, A. (2021). UEFA expert group statement on nutrition in elite football. Current evidence to inform practical recommendations and guide future research. British Journal of Sports Medicine, 55(8), 416.

Condo, D., Lohman, R., Kelly, M., & Carr, A. (2019). Nutritional intake, sports nutrition knowledge and energy availability in female Australian rules football players. Nutrients, 11(5), 971.

Debnath, M., Dey, S. K., Datta, G., & Bandyopadhyay, A. (2023). Impact of nutrition education programme and controlled dietary modification on nutritional status in young male athletes. Human Nutrition & Metabolism, 34, 200230.

Deslippe, A. L., Bergeron, C., Wu, O. Y., Hernandez, K. J., Comtois-Rousseau, E., & Cohen, T. R. (2025). “Where” and “what” do adolescent athletes learn when it comes to food literacy compared with adolescents that do not play sports? A gender-based thematic analysis. Current Developments in Nutrition, 9(2), 104525.

Dul, J., Bruder, R., Buckle, P., Carayon, P., Falzon, P., Marras, W. S., Wilson, J. R., & van der Doelen, B. (2012). A strategy for human factors/ergonomics: Developing the discipline and profession. Ergonomics, 55(4), 377–395.

Fiorini, S., Guglielmetti, M., Neri, L. D. C. L., Correale, L., Tagliabue, A., & Ferraris, C. (2025). Mediterranean Diet and athletic performance in elite and competitive athletes: A systematic review and meta-analysis. Nutrition, Metabolism and Cardiovascular Diseases, 104165.

Firdaus, F., Hartati, T., Satriawan, R., Shandi, S. A., & Malek, N. F. A. (2026). A comparison of VO₂max response of 15-year-old soccer athletes based on training time in the tropical climate of Bima. Physical Education and Sports: Studies and Research, 5(1), 125-134.

Haqqi, A. H., Sutajaya, I. M., Adiputra, L. M. I. S. H., Manuaba, I. B. A., Sutjana, I. D. P., & Swamardika, I. B. A. Pembelajaran Inovatif Jigsaw Berorientasi Ergonomi pada Mata Pelajaran Bahasa Inggris Meningkatan Luaran Proses dan Hasil Belajar Peserta Didik Kelas X Ma NW Gelondong. Jurnal Ergonomi Indonesia, 4(1), 318000.

Hernandez-Martin, A., Garcia-Unanue, J., Martínez-Rodríguez, A., Manzano-Carrasco, S., Felipe, J. L., Carvalho, M. J., Gallardo, L., & Sanchez-Sanchez, J. (2021). The Effects of Football Practice on Nutritional Status and Body Composition in Children: A Systematic Review and Meta-Analysis. Nutrients, 13(8), 2562.

Holden, R. J., & Carayon, P. (2021). SEIPS 101 and seven simple SEIPS tools. BMJ Quality and Safety, 30(11), 901–910. [Crossref]

Hulme, A., Thompson, J., Plant, K. L., Read, G. J. M., Mclean, S., Clacy, A., & Salmon, P. M. (2019). Applying systems ergonomics methods in sport: A systematic review. Applied Ergonomics, 80, 214–225.

Jagim, A. R., Wright, G. A., Kisiolek, J., Jones, M. T., & Oliver, J. M. (2017). Position Specific Changes in Body Composition, Hydration Status and Metabolism During Preseason Training Camp and Nutritional Habits of Division III Football Players. The Open Sports Sciences Journal, 10(1), 17–26.

Jenner, S. L., Buckley, G. L., Belski, R., Devlin, B. L., & Forsyth, A. K. (2019). Dietary Intakes of Professional and Semi-Professional Team Sport Athletes Do Not Meet Sport Nutrition Recommendations—A Systematic Literature Review. Nutrients, 11(5), 1160.

Kartika, S., Mokodongan, R. S., Sya’diah, Y., Azis, A. H., Bidjuni, M., Siagian, H. J., Rusherina, R., Hadi, M. C., Fatmawati, F., Wahyuni, S., Hamid, A. W. P., Fione, V. R., Mayangsari, R., Idayanti, I., Arifuddin, N. F., Annas, M., Anggita, R., Alifariki, L. O., & Rizky, R. (2025). Keselamatan dan Kesehatan Kerja. PT Media Pustaka Indo.

Kazemi, A., Racil, G., Ahmadi Hekmatikar, A. H., Behnam Moghadam, M., Karami, P., & Henselmans, M. (2023). Improved physical performance of elite soccer players based on GPS results after 4 days of carbohydrate loading followed by 3 days of low carbohydrate diet. Journal of the International Society of Sports Nutrition, 20(1), 2258837.

Khasanah, W. N. N., & Hariyanto, E. (2023). Survey of physical conditions of prospective athletes" Perisai Diri" Malang District branch. Indonesian Journal of Research in Physical Education, Sport, and Health, 1(1), 66-72.

Krustrup, P., Mohr, M., Nybo, L., Draganidis, D., Randers, M. B., Ermidis, G., Ørntoft, C., Røddik, L., Batsilas, D., Poulios, A., Ørtenblad, N., Loules, G., Deli, C. K., Batrakoulis, A., Nielsen, J. L., Jamurtas, A. Z., & Fatouros, I. G. (2022). Muscle metabolism and impaired sprint performance in an elite women’s football game. Scandinavian Journal of Medicine and Science in Sports, 32(S1), 27–38.

Krustrup, P., Mohr, M., Steensberg, A., Bencke, J., Klær, M., & Bangsbo, J. (2006). Muscle and blood metabolites during a soccer game: Implications for sprint performance. Medicine and Science in Sports and Exercise, 38(6), 1165–1174.

Larose, D., Panahi, S., Jacob, R., & Drapeau, V. (2022). Evaluation of a randomized nutrition intervention combining nutrition education and cooking workshops on dietary intakes and psychosocial determinants of performance in university football athletes. Facets, 7, 876–890.

Lestari, Y. N. A., & Amin, N. (2019). Hubungan Status Gizi, Tingkat Kecukupan Energi dan Zat Gizi dengan Kecepatan pada Atlet Hockey Kota Surabaya. Sport and Nutrition Journal, 1(1), 19-26.

Macuh, M., Levec, J., Kojić, N., & Knap, B. (2022). Dietary intake, body composition and performance of professional football athletes in Slovenia. Nutrients, 15(1), 82.

Manuaba, A. (2006). Total approach is a must for small and medium enterprises to attain sustainable working conditions and environment, with special reference to Bali, Indonesia. Industrial Health, 44(1), 22–26.

McCrink, C. M., McSorley, E. M., Grant, K., McNeilly, A. M., & Magee, P. J. (2021). An investigation of dietary intake, nutrition knowledge and hydration status of Gaelic Football players. European Journal of Nutrition, 60(3), 1465–1473.

Meyer, A., Haigis, D., Klos, B., Zipfel, S., Resmark, G., Rall, K., Dreser, K., Hagmann, D., Nieß, A., Kopp, C., & Mack, I. (2025). Relative Energy Deficiency in Sport—Multidisciplinary Treatment in Clinical Practice. Nutrients , 17(2), 1–14.

Molina-López, J., Pérez, A. B., Gamarra-Morales, Y., Vázquez-Lorente, H., Herrera-Quintana, L., Sánchez-Oliver, A. J., & Planells, E. (2024). Prevalence of sports supplements consumption and its association with food choices among female elite football players. Nutrition, 118, 112239.

Mountjoy, M., Ackerman, K. E., Bailey, D. M., Burke, L. M., Constantini, N., Hackney, A. C., Heikura, I. A., Melin, A., Pensgaard, A. M., Stellingwerff, T., Sundgot-Borgen, J. K., Torstveit, M. K., Jacobsen, A. U., Verhagen, E., Budgett, R., Engebretsen, L., & Erdener, U. U. (2023). 2023 International Olympic Committee’s (IOC) consensus statement on Relative Energy Deficiency in Sport (REDs). British Journal of Sports Medicine, 57(17), 1073–1097.

Mountjoy, M., Sundgot-Borgen, J. K., Burke, L. M., Ackerman, K. E., Blauwet, C., Constantini, N., Lebrun, C., Lundy, B., Melin, A. K., Meyer, N. L., Sherman, R. T., Tenforde, A. S., Torstveit, M. K., & Budgett, R. (2018). IOC consensus statement on relative energy deficiency in sport (RED-S): 2018 update. British Journal of Sports Medicine, 52(11), 687–697.

Oukheda, M., Lebrazi, H., Derouiche, A., Kettani, A., Saile, R., & Taki, H. (2024). Performance variables and nutritional status analysis from Moroccan professional and adolescent football players during the competition period: a descriptive study. Frontiers in Sports and Active Living, 6, 1372381.

Pałka, T., Rydzik, Ł., Koteja, P. M., Piotrowska, A., Bagińska, M., Ambroży, T., Angelova-Igova, B., Javdaneh, N., Wiecha, S., Filip-Stachnik, A., & Tota, Ł. (2024). Effect of Various Hydration Strategies on Work Intensity and Selected Physiological Indices in Young Male Athletes during Prolonged Physical Exercise at High Ambient Temperatures. Journal of Clinical Medicine, 13(4), 1–22.

Pueyo, M., Llodio, I., Cámara, J., Castillo, D., & Granados, C. (2024). Influence of Carbohydrate Intake on Different Parameters of Soccer Players’ Performance: Systematic Review. Nutrients , 16(21), 1–35.

Putri, F., Nazhira, F., Nur‘Amaliyah, M., & Romadona, I. A. (2023). Prevalensi Resiko Ergonomi Pada Kejadian Musculoskeletal Disorders (MSDS) di Sektor Perkantoran Indonesia: Ergonomic Risk Prevalence in Musculoskeletal Disorders (MSDs) in the Indonesian Office Sector. Jurnal Ilmiah Keperawatan (Scientific Journal of Nursing), 9(1), 32-36.

Rubio-Díaz, S., Morales-Sánchez, V., & García Romero, J. (2025). Effectiveness of Multicomponent Physical Activity and Nutrition Programs on Work Capacity, Work Well-being, and Quality of Life in Workers: A Systematic Review. Sport Psychology Notebooks, 25(3), 278–302.

Shabrina, W. O. I., Sofianita, N. I., Ilmi, I. M. B., & Marjan, A. Q. (2023). Hubungan Faktor Asupan Makan dan Aktivitas Fisik dengan Status Gizi Atlet Renang di Indonesia. Jurnal Mahasiswa Dan Peneliti Kesehatan (JUMANTIK), 10(02), 73–83.

Staśkiewicz-Bartecka, W., Kardas, M., Zydek, G., Zając, A., & Chycki, J. (2024). Changes in Body Composition and Nutritional Periodization during the Training Macrocycle in Football—A Narrative Review. Nutrients, 16(9), 1332.

Tyrała, F., & Frączek, B. (2025). Dietary Patterns and Nutritional Status of Polish Elite Athletes. Nutrients, 17(16), 2685.

Vigh-Larsen, J. F., Ørtenblad, N., Stoltz, V., Fransson, D., Yousefian, F., Panduro, J., Randers, M. B., Ehlers, T. S., Krustrup, P., & Mohr, M. (2025). Muscle Metabolism and Performance During Simulated Peak‐Intensity Periods Occurring Early and Late in a Soccer‐Specific Exercise Protocol in Well‐Trained Male Players. Scandinavian Journal of Medicine & Science in Sports, 35(5), e70075.

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Published

2026-04-01

How to Cite

Mayangsari, R., & Masitah, R. (2026). Dietary patterns and nutritional status in soccer athletes: A cross-sectional study from an ergonomic perspective. Indonesian Journal of Research in Physical Education, Sport, and Health, 4(1), 71–80. https://doi.org/10.17977/um086v4i12026p71-80