Abstract
The early identification and development of talented athletes has become increasingly popular in youth sport. However, such approaches may lead to undesired, biased practices. One such selection bias is relative age effect (RAE) which results in certain (dis)advantages for athletes based on their date of birth. Despite the growing interest in RAE in sports, no bibliometric analysis has been conducted to determine the publication trends. The purpose of this study was to provide a holistic view of research activity on RAE in sport sciences to identify publication trends, patterns, evolution of the field and progress over time. The analyses focused on the number of publications, document types, institutions, authors, journals, countries, continents and sports. Then, network visualization maps regarding keywords and authors were created. Our search yielded 281 publications which were predominantly from Europe (62.14%) followed by North America (22.19%), while Canada was the most productive country with 19.22% of all publications. Moreover, research mostly focused on soccer followed by ice hockey and basketball. The most frequently used keywords were as follows: relative age effect, talent identification and talent development. An increasing trend regarding the number of studies on RAE was noted with the year 2018 reaching the peak. This study offers insight into publication trends, patterns, and hot spots on RAE research in sport. Furthermore, it will help researchers to identify research frontiers and overlooked concepts for further studies in RAE.
Similar content being viewed by others
References
Albert, D. M. (1988). Analysis of the Archives’ most frequently cited articles. Archives of Ophthalmology, 106, 465–470.
Arrieta, H., Torres-Unda, J., Gil, S., & Irazusta, J. (2016). Relative age effect and performance in the U16, U18 and U20 European Basketball Championships. Journal of Sports Sciences, 34(16), 1530–1534.
Baier-Fuentes, H., González-Serrano, M. H., Alonso-Dos Santos, M., Inzunza-Mendoza, W., & Pozo-Estrada, V. (2020). Emotions and sport management: a bibliometric overview. Frontiers in Psychology, 11, 1512. https://doi.org/10.3389/fpsyg.2020.01512.
Baker, J., Schorer, J., & Wattie, N. (2018). Compromising talent: issues in identifying and selecting talent in sport. Quest, 70, 48–63. https://doi.org/10.1080/00336297.2017.1333438.
Baltussen, A., & Kindler, C. H. (2004). Citation classics in critical care medicine. Intensive Care Medicine, 30(5), 902–910. https://doi.org/10.1007/s00134-004-2195-7.
Barnsley, R. H., Thompson, A. H., & Barnsley, P. E. (1985). Hockey success and birthdate: the relative age effect. CAHPER J., 51, 23–28.
Batagelj, V., & Cerinšek, M. (2013). On bibliographic networks. Scientometrics, 96(3), 845–864.
Blanca-Torres, J. C., Ortega, E., Nikolaidis, P. T., & Torres-Luque, G. (2020). Bibliometric analysis of scientific production in badminton. Journal of Human Sport and Exercise. https://doi.org/10.14198/jhse.2020.152.03.
Carling, C., Le Gall, F., Reilly, T., & Williams, A. M. (2009). Do anthropometric and fitness characteristics vary according to birth date distribution in elite youth academy soccer players? Scandinavian Journal of Medicine & Science in Sports, 19(1), 3–9.
Cobley, S., & Till, K. (2017). Participation trends according to relative age across youth UK rugby league. International Journal of Sports Science & Coaching, 12(3), 339–343.
Cobley, S., Baker, J., Wattie, N., & Mckenna, J. (2009). Annual age-grouping and athlete development: a meta-analytical review of relative age effects in sport. Sports Medicine, 39(3), 235–256.
Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: a practical application to the fuzzy sets theory field. Journal of Informetrics, 5(1), 146–166.
Delorme, N., & Raspaud, M. (2009). The relative age effect in young French basketball players: a study on the whole population. Scandinavian Journal of Medicine & Science in Sports, 19(2), 235–242.
Delorme, N., Chalabaev, A., & Raspaud, M. (2011). Relative age is associated with sport dropout: evidence from youth categories of French basketball. Scandinavian Journal of Medicine & Science in Sports, 21(1), 120–128. https://doi.org/10.1111/j.1600-0838.2009.01060.x.
Faber, I. R., Sloot, L., Hoogeveen, L., Elferink-Gemser, M. T., & Schorer, J. (2021). Western approaches for the identification and development of talent in schools and sports contexts from 2009 to 2019—a literature review. High Ability Studies. https://doi.org/10.1080/13598139.2021.1900792.
Fenton, J. E., Roy, D., Hughes, J. P., & Jones, A. S. (2002). A century of citation classics in otolaryngology–head and neck surgery journals. The Journal of Laryngology & Otology, 116(7), 494–498.
Garfield, E. (1972). Citation analysis as a tool in journal evaluation. Science, 178, 471–479.
Gondivkar, S. M., Gadbail, A. R., Gondivkar, R. S., Sarode, S. C., Sarode, G. S., Patil, S., & Awan, K. H. (2019). Nutrition and oral health. Disease-a-month, 65(6), 147–154. https://doi.org/10.1016/j.disamonth.2018.09.009.
Grondin, S., Deshaies, P., & Nault, L. P. (1984). Trimestre de naissance et participation au hockey et au volleyball. Le revue Québécoise de l’activité physique, 2, 97–103. Birth term and participation in hockey and volleyball.
Hall, G. M. (1998). BJA citation classics 1945–1992. British Journal of Anaesthesia, 80, 4–6.
Hancock, D. J., Starkes, J. L., & Ste-Marie, D. M. (2015). The relative age effect in female gymnastics: a flip-flop phenomenon. International Journal of Sport Psychology, 46, 714–725.
Helsen, W. F., Starkes, J. L., & Van Winckel, J. (1998). The influence of relative age on success and dropout in male soccer players. American Journal of Human Biology, 10(6), 791–798.
Helsen, W. F., Van Winckel, J., & Williams, A. M. (2005). The relative age effect in youth soccer across Europe. Journal of Sports Sciences, 23(6), 629–636.
Kelly, A. L., Till, K., Jackson, D., Barrell, D., Burke, K., & Turnnidge, J. (2021). Talent identification and relative age effects in English male rugby union pathways: from entry to expertise. Frontiers in Sports and Active Living, 3, 640607. https://doi.org/10.3389/fspor.2021.640607.
Khatra, O., Shadgan, A., Taunton, J., Pakravan, A., & Shadgan, B. (2021). A Bibliometric analysis of the top cited articles in sports and exercise medicine. Orthopaedic Journal of Sports Medicine, 9(1), 2325967120969902. https://doi.org/10.1177/2325967120969902.
Khodaee, M., & Mathern, S. A. (2020). Soccer. In M. Khodaee, A. Waterbrook & M. Gammons (Eds.), Sports-related fractures, dislocations and trauma. Cham: Springer. https://doi.org/10.1007/978-3-030-36790-9_72.
Lawrence, P. A. (2003). The politics of publication. Nature, 422(20), 259–261.
Marx, W., Schier, H., & Wanitschek, M. (2001). Citation analysis using online databases: feasibilities and shortcomings. Scientometrics, 52, 59–82.
Moed, H. (2002). The impact-factors debate: the ISI’s uses and limits. Nature, 415, 731–732. https://doi.org/10.1038/415731a.
Müller, A. M., Ansari, P., Ebrahim, N. A., & Khoo, S. (2016). Physical activity and aging research: a bibliometric analysis. Journal of Aging and Physical Activity, 24(3), 476–483.
Musch, J., & Grondin, S. (2001). Unequal competition as an impediment to personal development: a review of the relative age effect in sport. Developmental Review, 21(2), 147–167.
Musch, J., & Hay, R. (1999). The relative age effect in soccer: cross-cultural evidence for a systematic discrimination against children born late in the competition year. Sociology of Sport Journal, 16(1), 54–64.
Nafade, V., Nash, M., Huddart, S., Pande, T., Gebreselassie, N., Lienhardt, C., & Pai, M. (2018). A bibliometric analysis of tuberculosis research, 2007–2016. PLoS ONE, 13(6), e199706. https://doi.org/10.1371/journal.pone.0199706.
Narin, F., Olivastro, D., & Stevens, K. A. (1994). Bibliometrics/theory, practice and problems. Evaluation Review, 18(1), 65–76.
Peset, F., Ferrer-Sapena, A., Villamón, M., González, L., Toca-Herrera, J., & Aleixandre-Benavent, R. (2013). Scientific literature analysis of judo in web of science. Archives of Budo, 9(2), 81–91.
Schorer, J., Cobley, S., Büsch, D., Bräutigam, H., & Baker, J. (2009). Influences of competition level, gender, player nationality, career stage and playing position on relative age effects. Scandinavian Journal of Medicine & Science in Sports, 19(5), 720–730.
Schorer, J., Wattie, N., & Baker, J. R. (2013). A new dimension to relative age effects: constant year effects in German youth handball. PLoS ONE. https://doi.org/10.1371/journal.pone.0060336.
Seglen, P. O. (1998). Citation rates and journal impact factors are not suitable for evaluation of research. Acta Orthopaedica Scandinavica, 69(3), 224–229. https://doi.org/10.3109/17453679809000920.
Sherar, L. B., Baxter-Jones, A. D., Faulkner, R. A., & Russell, K. W. (2007). Do physical maturity and birth date predict talent in male youth ice hockey players? Journal of Sports Sciences, 25(8), 879–886.
Sheridan, G., Wisken, E., Hing, C. B., & Smith, T. O. (2018). A bibliometric analysis assessing temporal changes in publication and authorship characteristics in The Knee from 1996 to 2016. The Knee, 25(2), 213–218. https://doi.org/10.1016/j.knee.2018.01.014.
Shilbury, D. (2011). A bibliometric analysis of four sport management journals. Sport Management Review, 14(4), 434–452. https://doi.org/10.1016/j.smr.2010.11.005.
Smith, K. L., Weir, P. L., Till, K., Romann, M., & Cobley, S. (2018). Relative age effects across and within female sport contexts: a systematic review and meta-analysis. Sports Medicine, 48, 1451–1478. https://doi.org/10.1007/s40279-018-0890-8.
Stracciolini, A., Levey Friedman, H., Casciano, R., Howell, D., Sugimoto, D., & Micheli, L. Y. (2016). The relative age effect on youth sports injuries. Medicine & Science in Sports & Exercise, 48(6), 1068–1074. https://doi.org/10.1249/mss.0000000000000868.
Tang, N., Zhang, W., George, D. M., Su, Y., & Huang, T. (2021). The top 100 most cited articles on anterior cruciate ligament reconstruction: a bibliometric analysis. Orthopaedic Journal of Sports Medicine. https://doi.org/10.1177/2325967120976372.
Till, K., & Baker, J. (2020). Challenges and [possible] solutions to optimizing talent identification and development in sport. Frontiers in Psychology, 11, 664. https://doi.org/10.3389/fpsyg.2020.00664.
Till, K., Cobley, S., Wattie, N., O’Hara, J., Cooke, C., & Chapman, C. (2010). The prevalence, influential factors and mechanisms of relative age effects in UK rugby league. Scandinavian Journal of Medicine & Science in Sports, 20(2), 320–329. https://doi.org/10.1111/j.1600-0838.2009.00884.x.
Tsigilis, N., Grouios, G., Tsorbatzoudis, N., & Koidou, I. (2010). Impact factors of the sport sciences journals: current trends, relative positions, and temporal stability. European Journal of Sport Science, 10(2), 81–90.
Vaeyens, R., Philippaerts, R. M., & Malina, R. M. (2005). The relative age effect in soccer: a match-related perspective. Journal of Sports Sciences, 23(7), 747–756.
Wang, R., Weng, L. M., Peng, M. S., & Wang, X. Q. (2020). Exercise for low back pain: a bibliometric analysis of global research from 1980 to 2018. Journal of Rehabilitation Medicine, 52(4), jrm52. https://doi.org/10.2340/16501977–2674.
Wattie, N., Baker, J., Cobley, S., & Montelpare, W. J. (2007). A historical examination of relative age effects in Canadian hockey players. International Journal of Sport Psychology, 38(2), 178–186.
Author information
Authors and Affiliations
Contributions
Conceptualization: Mert Bilgiç and Ali Işın; Methodology: Ali Işın; Formal analysis and investigation: Mert Bilgiç and Ali Işın; Writing—original draft preparation: Ali Işın and Mert Bilgiç; Writing—review and editing: Mert Bilgiç and Ali Işın; Resources: Mert Bilgiç.
Corresponding author
Ethics declarations
Conflict of interest
M. Bilgiç and A. Işın declare that they have no competing interests.
For this article no studies with human participants or animals were performed by any of the authors. All studies mentioned were in accordance with the ethical standards indicated in each case.
Additional information
Availability of data and material
If requested, the data will be shared.
Rights and permissions
About this article
Cite this article
Bilgiç, M., Işın, A. Embarking on a journey: a bibliometric analysis of the relative age effect in sport science. Ger J Exerc Sport Res 53, 325–332 (2023). https://doi.org/10.1007/s12662-021-00792-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12662-021-00792-w