Role of Playing Time and Age in Seasonal Body Fat Changes: A Case Study of Professional Male Soccer Players in the Spanish First Division

J. Conde-Pipó , A. Mora-Fernández , A. Martínez-Amat , J. Arense , M. Mariscal-Arcas

Journal of Science in Sport and Exercise ›› : 1 -11.

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Journal of Science in Sport and Exercise ›› :1 -11. DOI: 10.1007/s42978-025-00364-6
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Role of Playing Time and Age in Seasonal Body Fat Changes: A Case Study of Professional Male Soccer Players in the Spanish First Division
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Abstract

Modern soccer is more physically demanding and thereby increasing the risk of injury. Tracking body fat (BF) is crucial to assess the effectiveness of training and nutrition in professional soccer players. This study aimed to examine seasonal changes in BF among professional male soccer players and investigate the effects of playing time and age on BF. Thirty professional players (26.67 ± 4.40 years) from a Spanish first-division team were monitored over a complete season using skinfold measurements to estimate BF. Data were collected at ten time points during a season. Players were grouped based on age (younger ≤ 25 years) and on the median of the total minutes played. A three-way mixed ANOVA for repeated measures was conducted to evaluate interactions between age and playing time on BF across the season. Seasonal trend in BF percentage across groups was evaluated using estimated marginal means adjusted by polynomial regression. A significant variation in BF was found, with a decrease at the beginning of the season followed by an increase toward the end [F (9, 161) = 1.52, P = 0.044)]. Younger players with more playing time exhibited lower BF levels and more stability in comparison to older players and those with less playing time, who showed greater variability. The findings emphasise the importance of regularly monitoring BF throughout the season and the need for individualised training and nutritional strategies and provide continuous nutritional support to help athletes meet their energy and nutritional needs for optimal performance.

Keywords

Professional soccer / Body composition / Athletic performance / Longitudinal study

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J. Conde-Pipó, A. Mora-Fernández, A. Martínez-Amat, J. Arense, M. Mariscal-Arcas. Role of Playing Time and Age in Seasonal Body Fat Changes: A Case Study of Professional Male Soccer Players in the Spanish First Division. Journal of Science in Sport and Exercise 1-11 DOI:10.1007/s42978-025-00364-6

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References

[1]

Conde-Pipó J, et al. . Investigating acceleration and deceleration patterns in elite youth football: the interplay of ball possession and tactical behavior. Appl Sci, 2024, 14(10): 4336

[2]

Slimani M, Znazen H, Hammami A, Bragazzi NL. Comparison of body fat percentage of male soccer players of different competitive levels, playing positions and age groups: a meta-analysis. J Sports Med Phys Fitness, 2018, 58(6): 857-866

[3]

Sebastiá-Rico J, Soriano JM, González-Gálvez N, Martínez-Sanz JM. Body composition of male professional soccer players using different measurement methods: a systematic review and meta-analysis. Nutrients, 2023,

[4]

Petri C, Pengue L, Bartolini A, Pistolesi D, Arrones LS. Body composition changes in male and female elite soccer players: effects of a nutritional program led by a sport nutritionist. Nutrients, 2024, 16(3): 334

[5]

Martins F, et al. . Body composition variations between injured and non-injured professional soccer players. Sci Rep, 2022, 12(1): 20779

[6]

Requena B, García I, Suárez-Arrones L, de Sáez Villarreal E, Naranjo Orellana J, Santalla A. Off-season effects on functional performance, body composition, and blood parameters in top-level professional soccer players. J Strength Cond Res, 2017, 31(4): 939-946

[7]

Mujika I, Padilla S. Detraining: loss of training-induced physiological and performance adaptations. Part I. Sports Med, 2000, 30(2): 79-87

[8]

Staśkiewicz-Bartecka W, et al. . Anthropometric profiling and changes in segmental body composition of professional football players in relation to age over the training macrocycle. Sports, 2023, 11(9): 172

[9]

Mora-Fernandez A, Rojas JP, Gimenez-Blasi N, Conde-Pipó J, Latorre JA, Mariscal-Arcas M. Relationship of Vitamin D status with biomarkers of muscle damage and body composition in Spanish elite female football players: a cross-sectional study. Appl Sci, 2024, 14(14): 6349

[10]

Porta M, Sebastiá-Rico J, Martínez-Sanz JM, Contreras C, Vaquero-Cristóbal R, López-Cáceres PA. Anthropometric values in Spanish elite soccer: differences between divisions and playing positions. Appl Sci, 2023, 13(20): 11441

[11]

Conde-Pipo J, Latorre JA, Gimenez-Blasi N, Olea-Serrano F, Requena B, Mariscal-Arcas M. Comparative analysis of body composition profiles among Latin American elite football players competing in Europe. Appl Sci, 2023, 13(11): 6778

[12]

Staśkiewicz W, et al. . The assessment of body composition and nutritional awareness of football players according to age.. Nutrients, 2023, 15(3): 705

[13]

Suarez-Arrones L, Lara-Lopez P, Torreno N, de Villarreal ES, Di Salvo V, Mendez-Villanueva A. Effects of strength training on body composition in young male professional soccer players. Sports, 2019, 7(5): 104

[14]

Staśkiewicz-Bartecka W, Kardas M, Zydek G, Zając A, Chycki J. Changes in body composition and nutritional periodization during the training macrocycle in football-a narrative review.. Nutrients, 2024, 16(9): 1332

[15]

Metaxas T, Sendelides T, Koutlianos N, Mandroukas K. Seasonal variation of aerobic performance in soccer players according to positional role.. J Sports Med Phys Fitness, 2006, 46(4): 520-5

[16]

Devlin BL, Kingsley M, Leveritt MD, Belski R. Seasonal changes in soccer players’ body composition and dietary intake practices.. J Strength Cond Res, 2017, 31(12): 3319-3326

[17]

Spehnjak M, et al. . Body composition in elite soccer players from youth to senior squad.. Int J Environ Res Public Health, 2021, 18(9): 4982

[18]

Castillo-Rodríguez A, González-Téllez JL, Figueiredo A, Chinchilla-Minguet JL, Onetti-Onetti W. Starters and non-starters soccer players in competition: is physical performance increased by the substitutions?. BMC Sports Sci Med Rehabil, 2023, 15: 33

[19]

Teixeira JE. Weekly training load across a standard microcycle in a sub-elite youth football academy: a comparison between starters and non-starters. Int J Environ Res Public Health, 2022, 19(18): 11611

[20]

Hägglund M, Waldén M, Bahr R, Ekstrand J. Methods for epidemiological study of injuries to professional football players: developing the UEFA model. Br J Sports Med, 2005, 39(6): 340-6

[21]

Milanese C, Cavedon V, Corradini G, De Vita F, Zancanaro C. Seasonal DXA-measured body composition changes in professional male soccer players. J Sports Sci, 2015, 33(12): 1219-1228

[22]

Flannigan C, Robinson M, Rodriguez-Sanchez N, Drust B, McGregor R, Galloway S. Skinfold thickness in elite male professional football players: changes across 3 seasons including a COVID-19 lockdown period. Sci Med Footb, 2023, 8(4): 333-340

[23]

Casajús JA. Seasonal variation in fitness variables in professional soccer players. J Sports Med Phys Fitness, 2001, 41(4): 463-9

[24]

Staśkiewicz W. Changes in body composition during the macrocycle of professional football players in relation to sports nutrition knowledge. Front Nutr, 2022, 9: 981894

[25]

Carling C, Orhant E. Variation in body composition in professional soccer players: interseasonal and intraseasonal changes and the effects of exposure time and player position. J Strength Cond Res, 2010, 24(5): 1332-1339

[26]

Iga J, Scott M, George K, Drust B. Seasonal changes in multiple indices of body composition in professional football players. Int J Sports Med, 2014, 35(12): 994-998

[27]

Suarez-Arrones L. In-season eccentric-overload training in elite soccer players: effects on body composition, strength and sprint performance. PLoS One, 2018,

[28]

Hernandez-Martinez J, et al. . Body composition and physical performance by playing position in amateur female soccer players. Appl Sci, 2024, 14(13): 5665

[29]

Caldwell BP, Peters DM. Seasonal variation in physiological fitness of a semiprofessional soccer team. J Strength Cond Res. 2009;23(5):1370–7. https://doi.org/10.1519/JSC.0b013e3181a4e82f.

[30]

Petri C, Mascherini G, Pengue L, Galanti G. Dietary habits in elite soccer players. Sport Sci Health. Apr. 2016;12(1):113–9. https://doi.org/10.1007/s11332-016-0264-2.

[31]

Meckel Y, Doron O, Eliakim E, Eliakim A. Seasonal variations in physical fitness and performance indices of elite soccer players. Sports. 2018;6(1);6(1):14. https://doi.org/10.3390/sports6010014.

[32]

McEwan GP, Drobnic F, Lizarraga A, Gómez Díaz A, Pons E, Iacon AD, et al. Changes in markers of body composition of professional male soccer players during pre-season. Sports Med Health Sci. Sep. 2020;2(3):166–71. https://doi.org/10.1016/j.smhs.2020.08.004.

[33]

Binkley TL, Daughters SW, Weidauer LA, Vukovich MD. Changes in body composition in division I football players over a competitive season and recovery in off-season. J Strength Cond Res. 2015;29(9):2503–12. https://doi.org/10.1519/JSC.0000000000000886.

[34]

Clemente FM, Nikolaidis PT, Rosemann T, Knechtle B. Dose-response relationship between external load variables, body composition, and fitness variables in professional soccer players. Front Physiol. 2019;10:443. https://doi.org/10.3389/fphys.2019.00443.

[35]

Wittich A, Oliveri MB, Rotemberg E, Mautalen C. Body composition of professional football (soccer) players determined by dual X-ray absorptiometry. J Clin Densitom, 2001, 4(1): 51-5

[36]

Sal de Rellán-Guerra A, Rey E, Kalén A, Lago‐Peñas C. Age‐related physical and technical match performance changes in elite soccer players. Scand J Med Sci Sports. 2019;29(9):1421–27. https://doi.org/10.1111/sms.13463.

[37]

Silva JR, Magalhães JF, Ascensão AA, Oliveira EM, Seabra AF, Rebelo AN. Individual match playing time during the season affects fitness-related parameters of male professional soccer players. 2011:25(10):2729–39. https://doi.org/10.1519/JSC.0b013e31820da078.

[38]

Kraemer WJ, French DN, Paxton N, Häkkinen K, Volek JS, Sebastianelli WJ, et al. Changes in exercise performance and hormonal concentrations over a big ten soccer season in starters and nonstarters. J Strength Cond Res. 2004;18(1):121–8. https://doi.org/10.1519/1533-4287(2004)018%3C0121:ciepah%3E2.0.co;2.

[39]

Giménez JV, Leicht AS, Gomez MA. Physical performance differences between starter and non-starter players during professional soccer friendly matches.. J Hum Kinet, 2019, 69(1): 283-291

[40]

Rubio-Morales A, Díaz-García J, Harper LD, García-Calvo T. The influence of the perceived requirements of the next match and motivation on the mental fatigue of soccer players. Scand J Med Sci Sports, 2024,

[41]

Gómez , Lago C, Gómez MT, Furley P. Analysis of elite soccer players’ performance before and after signing a new contract. PLoS One, 2019,

[42]

CIES Football Observatory. Demographic profiling of players, clubs and leagues. 2022. https://football-observatory.com/Demographic-profiling-of-players-clubs-and. Accessed 26 Nov 2025.

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