Goal-scoring dynamics in the Big-5 European football leagues: Situational and sex-based effects on match outcome

Authors

DOI:

https://doi.org/10.47197/retos.v68.111879

Keywords:

context, game criticality, men, women, team success, professional soccer

Abstract

Introducción: A pesar de los recientes avances en la comprensión de los determinantes de la anotación de goles en el fútbol, persiste una notable brecha de investigación entre los juegos femeninos y masculinos, lo que justifica la necesidad de estudios más holísticos.

Objetivo: Este estudio observacional retrospectivo abordó esta brecha al examinar cómo las variables situacionales (país, localización del partido, período del juego, relación numérica, calidad del equipo y criticidad del gol) y el sexo influyen en el resultado del partido en las cinco principales ligas europeas durante dos temporadas (2020/21–2021/22).

Metodología: Se analizaron todos los goles anotados por equipos masculinos y femeninos en las divisiones de élite del fútbol inglés, español, italiano, alemán y francés (n = 15,366) mediante pruebas chi-cuadrado y regresión logística multinomial.

Resultados: El análisis bivariado mostró asociaciones significativas entre todas las variables situacionales y el resultado del partido, excepto con el período del partido. Los resultados de los modelos de regresión aplicados a los goles de mujeres y hombres demostraron influencias distintivas de las variables situacionales entre ambos. Las diferencias basadas en el país moldearon los resultados de los partidos en las ligas femeninas. Además, las mujeres mostraron una mayor propensión a ser influenciadas por la compleja interacción de factores contextuales durante el juego, posiblemente debido a un menor nivel de profesionalismo, habilidad y equilibrio competitivo. Los goles críticos, mayormente anotados en la primera mitad, fueron esenciales para obtener resultados favorables. No obstante, marcar en circunstancias críticas (es decir, aquellas que cambian el estado competitivo entre equipos oponentes) adquiere mayor preponderancia a medida que avanza el partido, especialmente en el fútbol masculino.

Conclusión: Conforme el fútbol evoluciona, incorporar estas perspectivas elevará el rendimiento y orientará las decisiones estratégicas de entrenadores, jugadores y otros. Buscar la excelencia en el fútbol requiere una constante adaptación al contexto situacional.

References

Almeida, C. H., Cruz, P., Gonçalves, R., Batalau, R., Paixão, P., Jorge, J. A., & Vargas, P. (2022). Game criticality in male youth football: Situational and age-related effects on the goal-scoring period in Portuguese national championships. Retos, 46, 864–873. https://doi.org/10.47197/retos.v46.94275

Carmo, T., Almeida, C. H., & Gonçalves, R. (2020). A Criticalidade no futebol: Efeitos da localização do jogo na UEFA Champions League. RBFF - Revista Brasileira de Futsal e Futebol, 12(49), 376–385.

Carpita, M., Sandri, M., Simonetto, A., & Zuccolotto, P. (2015). Discovering the drivers of football match outcomes with data mining. Quality Technology & Quantitative Management, 12(4), 561–577. https://doi.org/10.1080/16843703.2015.11673436

Casal, C. A., Losada, J. L., Maneiro, R., & Ardá, A. (2021). Gender differences in technical-tactical behaviour of La Liga Spanish football teams. Journal of Human Sport and Exercise, 16(1), 37–52. https://doi.org/10.14198/jhse.2021.161.04

Cohen, J. (1988). Statistical power and analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.

De Jong, L. M. S., Gastin, P. B., Bruce, L., & Dwyer, D. B. (2023). Teamwork and performance in professional women’s football: A network-based analysis. International Journal of Sports Science & Coaching, 18(3), 848–857. https://doi.org/10.1177/17479541221092355

Evangelos, B., Gioldasis, A., Ioannis, G., & Georgia, A. (2018). Relationship between time and goal scoring of European soccer teams with different league ranking. Journal of Human Sport and Exercise, 13(3), 518–528. https://doi.org/10.14198/jhse.2018.133.04

Fernández-Cortés, J., Cáceres-Sánchez, L., Antúnez, A., García-Rubio, J., & Ibáñez, S. J. (2022). Análisis de la influencia de las variables situacionales en el fútbol profesional [Analysis of the influence of situational variables in professional soccer]. Retos, 46, 114–119. https://doi.org/10.47197/retos.v46.91541

Fernandez-Navarro, J., Fradua, L., Zubillaga, A., & McRobert, A. P. (2018). Influence of contextual variables on styles of play in soccer. International Journal of Performance Analysis in Sport, 18(3), 423–436. https://doi.org/10.1080/24748668.2018.1479925

Ferreira, A. P., Volossovitch, A., & Sampaio, J. (2014). Towards the game critical moments in basketball: A grounded theory approach. International Journal of Performance Analysis in Sport, 14(2), 428–442. https://doi.org/10.1080/24748668.2014.11868732

Freitas, R., Volossovitch, A., Almeida, C. H., & Vleck, V. (2023). Elite-level defensive performance in football: A systematic review. German Journal of Exercise and Sport Research, 53, 458–470. https://doi.org/10.1007/s12662-023-00900-y

Garnica-Caparrós, M., & Memmert, D. (2021). Understanding gender differences in professional European football through machine learning interpretability and match actions data. Scientific Reports, 11(1), 10805. https://doi.org/10.1038/s41598-021-90264-w

Gómez-Ruano, M. A., & Pollard, R. (2022). The home advantage phenomenon in sport: History and development. In M. A. Gómez-Ruano, R. Pollard, & C. Lago-Peñas (Eds.), Home advantage in sport: Causes and the effect on performance (pp. 3–12). Routledge.

González-Rodenas, J., Aranda, R., & Aranda-Malaves, R. (2021). The effect of contextual variables on the attacking style of play in professional soccer. Journal of Human Sport and Exercise, 16(2), 399–410. https://doi.org/10.14198/jhse.2021.162.14

González-Rodenas, J., Mitrotasios, M., Armatas, V., & Aranda, R. (2023). Effects of gender, age and match status on the creation of shooting opportunities during the U17, U20 and senior FIFA World Cup: A multilevel analysis. Journal of Human Sport and Exercise, 18(4), 941–953. https://doi.org/10.14198/jhse.2023.184.17

Gravetter, F. J., & Wallnau, L. B. (2013). Statistics for the behavioral sciences (9th ed.). Cengage Learning.

Ibáñez, S. J., Pérez-Goye, J. A., Courel-Ibáñez, J., & García-Rubio, J. (2018). The impact of scoring first on match outcome in women’s professional football. International Journal of Performance Analysis in Sport, 18(2), 318–326. https://doi.org/10.1080/24748668.2018.1475197

Lago-Peñas, C., Gómez-Ruano, M., Megías-Navarro, D., & Pollard, R. (2016). Home advantage in football: Examining the effect of scoring first on match outcome in the five major European leagues. International Journal of Performance Analysis in Sport, 16(2), 411–421. https://doi.org/10.1080/24748668.2016.11868897

Lago-Peñas, C., Gómez-Ruano, M.-Á., Owen, A. L., & Sampaio, J. (2016). The effects of a player dismissal on competitive technical match performance. International Journal of Performance Analysis in Sport, 16(3), 792–800. https://doi.org/10.1080/24748668.2016.11868928

Lago-Peñas, C., Kalén, A., Lorenzo-Martinez, M., López-Del Campo, R., Resta, R., & Rey, E. (2021). Do elite soccer players cover longer distance when losing? Differences between attackers and defenders. International Journal of Sports Science & Coaching, 16(3), 840–847. https://doi.org/10.1177/1747954120982270

Leite, W. S. S. (2017). Temporal analysis of goals scored in European football leagues. International Journal of Yogic, Human Movement and Sports Sciences, 2(1), 33–36.

Li, C., & Zhao, Y. (2021). Comparison of goal scoring patterns in “The Big Five” European football leagues. Frontiers in Psychology, 11, 619304. https://doi.org/10.3389/fpsyg.2020.619304

Li, Y., Ma, R., Gonçalves, B., Gong, B., Cui, Y., & Shen, Y. (2020). Data-driven team ranking and match performance analysis in Chinese Football Super League. Chaos, Solitons & Fractals, 141, 110330. https://doi.org/10.1016/j.chaos.2020.110330

Liu, H., Hopkins, W. G., & Gómez, M.-A. (2016). Modelling relationships between match events and match outcome in elite football. European Journal of Sport Science, 16(5), 516–525. https://doi.org/10.1080/17461391.2015.1042527

Liu, T., García-de-Alcaraz, A., Wang, H., Hu, P., & Chen, Q. (2021). Impact of scoring first on match outcome in the Chinese Football Super League. Frontiers in Psychology, 12, 662708. https://doi.org/10.3389/fpsyg.2021.662708

Martínez, F. D. M., & García, H. G. (2019). Efecto de marcar primero y la localización del partido en las principales ligas del fútbol europeo [Effect of scoring first and match location in the main European football leagues]. Retos, 35, 242–245. https://doi.org/10.47197/retos.v0i35.64026

McFadden, B. A., Walker, A. J., Bozzini, B. N., Sanders, D. J., & Arent, S. M. (2020). Comparison of internal and external training loads in male and female collegiate soccer players during practices vs. Games. Journal of Strength and Conditioning Research, 34(4), 969–974. https://doi.org/10.1519/JSC.0000000000003485

Mićović, B., Leontijević, B., Dopsaj, M., Janković, A., Milanović, Z., & Garcia Ramos, A. (2023). The Qatar 2022 World Cup warm-up: Football goal-scoring evolution in the last 14 FIFA World Cups (1966-2018). Frontiers in Psychology, 13, 954876. https://doi.org/10.3389/fpsyg.2023.954876

Mitrotasios, M., González-Ródenas, J., Armatas, V., & Aranda Malavés, R. (2022). Creating goal scoring opportunities in men and women UEFA Champions League soccer matches: Tactical similarities and differences. Retos, 43, 154–161. https://doi.org/10.47197/retos.v43i0.88203

Njororai, W. W. S. (2014). Timing of goals scored in selected European and South American Soccer Leagues, FIFA and UEFA tournaments and the critical phases of a match. International Journal of Sports Science, 4(6A), 56–64.

Okholm Kryger, K., Wang, A., Mehta, R., Impellizzeri, F. M., Massey, A., & McCall, A. (2022). Research on women’s football: A scoping review. Science and Medicine in Football, 6(5), 549–558. https://doi.org/10.1080/24733938.2020.1868560

Paixão, P., Sampaio, J., Almeida, C. H., & Duarte, R. (2015). How does match status affects the passing sequences of top-level European soccer teams? International Journal of Performance Analysis in Sport, 15(1), 229–240. https://doi.org/10.1080/24748668.2015.11868789

Pappalardo, L., Rossi, A., Natilli, M., & Cintia, P. (2021). Explaining the difference between men’s and women’s football. PloS One, 16(8), e0255407. https://doi.org/10.1371/journal.pone.0255407

Pollard, R., & Gómez, M. A. (2014). Comparison of home advantage in men’s and women’s football leagues in Europe. European Journal of Sport Science, 14 Suppl 1, S77-83. https://doi.org/10.1080/17461391.2011.651490

Pratas, J. M., Volossovitch, A., & Carita, A. I. (2018). Goal scoring in elite male football: A systematic review. Journal of Human Sport and Exercise, 13(1), 218–230. https://doi.org/10.14198/jhse.2018.131.19

Sarmento, H., Clemente, F. M., Araújo, D., Davids, K., McRobert, A., & Figueiredo, A. (2018). What performance analysts need to know about research trends in association football (2012-2016): A systematic review. Sports Medicine, 48(4), 799–836. https://doi.org/10.1007/s40279-017-0836-6

Sørensen, A., Haugen, E. C., & van den Tillaar, R. (2022). Is there a sex difference in technical skills among youth soccer players in Norway? Sports, 10(4), 50. https://doi.org/10.3390/sports10040050

Wunderlich, F., Seck, A., & Memmert, D. (2021). The influence of randomness on goals in football decreases over time. An empirical analysis of randomness involved in goal scoring in the English Premier League. Journal of Sports Sciences, 39(20), 2322–2337. https://doi.org/10.1080/02640414.2021.1930685

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Published

2025-05-13

How to Cite

Almeida, C. H., Paixão, P., Jorge, J. A., Vargas, P., Gonçalves, R., & Batalau, R. (2025). Goal-scoring dynamics in the Big-5 European football leagues: Situational and sex-based effects on match outcome. Retos, 68, 24–39. https://doi.org/10.47197/retos.v68.111879

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Original Research Article