{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T01:45:37Z","timestamp":1760147137135,"version":"build-2065373602"},"reference-count":52,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2023,1,13]],"date-time":"2023-01-13T00:00:00Z","timestamp":1673568000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Portuguese Foundation for Science and Technology, I.P.","award":["UID04045\/2020"],"award-info":[{"award-number":["UID04045\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Children"],"abstract":"<jats:p>This study aimed to characterize the passing patterns that support collective tactical behaviour in football players of different ages (U15, U17, and U19) in different field zones. Two hundred and twenty-eight male players, divided into U15, U17, and U19, participated in the study. Cluster analysis was used to group the passes into three sizes (short, medium, and long). The chi-square test was used to analyse the effect of player age on game-passing patterns in each field zone. The results revealed that long and medium passes were used more in areas close to the goals and short passes in the middle area of the field, concerning all ages (p &lt; 0.001). Furthermore, the analysis of the relative distance between the ball carrier and the receiver indicated that older players (U17 and U19) used more distant players to pass the ball in medium and long passes. These results can help coaches design small-sided games according to the players\u2019 ages and adjust to the field\u2019s space and the numerical relationship, thus creating a greater transfer from training to competition.<\/jats:p>","DOI":"10.3390\/children10010157","type":"journal-article","created":{"date-parts":[[2023,1,13]],"date-time":"2023-01-13T02:29:57Z","timestamp":1673576997000},"page":"157","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["How Football Players\u2019 Age Affect Passing Patterns of Play According to Field Location"],"prefix":"10.3390","volume":"10","author":[{"given":"Nuno","family":"Coito","sequence":"first","affiliation":[{"name":"Department of Sport Sciences, Universidade da Beira Interior, 6201-001 Covilh\u00e3, Portugal"},{"name":"Escola Superior de Desporto Rio Maior (ESDRM-IPSantar\u00e9m), 2040-413 Rio Maior, Portugal"},{"name":"Life Quality Research Centre (CIEQV), 2040-413 Rio Maior, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9432-1950","authenticated-orcid":false,"given":"Hugo","family":"Folgado","sequence":"additional","affiliation":[{"name":"Departamento de Desporto e Sa\u00fade, Escola de Sa\u00fade e Desenvolvimento Humano, Universidade de \u00c9vora, 7000-727 Evora, Portugal"},{"name":"Comprehensive Health Research Centre (CHRC), 7002-554 Evora, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7179-6814","authenticated-orcid":false,"given":"Diogo","family":"Monteiro","sequence":"additional","affiliation":[{"name":"Life Quality Research Centre (CIEQV), 2040-413 Rio Maior, Portugal"},{"name":"ESECS\u2014Polytechnic of Leiria, 2411-901 Leiria, Portugal"},{"name":"Research Center in Sport Sciences, Health Sciences and Human Development (CIDESD), 5001-801 VilaReal, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2165-2687","authenticated-orcid":false,"given":"Bruno","family":"Travassos","sequence":"additional","affiliation":[{"name":"Department of Sport Sciences, Universidade da Beira Interior, 6201-001 Covilh\u00e3, Portugal"},{"name":"Research Center in Sport Sciences, Health Sciences and Human Development (CIDESD), 5001-801 VilaReal, Portugal"},{"name":"Portuguese Football Federation, 1495-433 Cruz Quebrada-Dafundo, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2023,1,13]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Link, D., and Hoernig, M. (2017). Individual ball possession in soccer. PLoS ONE, 12.","DOI":"10.1371\/journal.pone.0179953"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1410","DOI":"10.1186\/s40064-016-3108-2","article-title":"Big data and tactical analysis in elite soccer: Future challenges and opportunities for sports science","volume":"5","author":"Rein","year":"2016","journal-title":"Springerplus"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1097\/JES.0b013e318292f3ec","article-title":"How small-sided and conditioned games enhance acquisition of movement and decision-making skills","volume":"41","author":"Davids","year":"2013","journal-title":"Exerc. Sport Sci. Rev."},{"key":"ref_4","first-page":"78","article-title":"Contextual Factors Impact Styles of Play in the English Premier League","volume":"19","author":"Gollan","year":"2020","journal-title":"J. Sport. Sci. Med."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1080\/24748668.2018.1517288","article-title":"Small sided games in soccer\u2014A systematic review","volume":"18","author":"Sarmento","year":"2018","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1177\/1747954119855361","article-title":"Evaluating the effectiveness of styles of play in elite soccer","volume":"14","author":"Fradua","year":"2019","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1463","DOI":"10.1080\/02640410903131681","article-title":"The influence of match location, quality of opposition, and match status on possession strategies in professional association football","volume":"27","author":"Lago","year":"2009","journal-title":"J. Sport. Sci."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Gon\u00e7alves, B., Coutinho, D., Exel, J., Travassos, B., Lago, C., and Sampaio, J. (2019). Extracting spatial-temporal features that describe a team match demands when considering the effects of the quality of opposition in elite football. PLoS ONE, 14.","DOI":"10.1371\/journal.pone.0221368"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1026","DOI":"10.1080\/24748668.2019.1689753","article-title":"Comparisons of ball possession, match running performance, player prominence and team network properties according to match outcome and playing formation during the 2018 FIFA World Cup","volume":"19","author":"Aquino","year":"2019","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1002\/cplx.21813","article-title":"Networks metrics and ball possession in professional football","volume":"21","author":"Gama","year":"2016","journal-title":"Complexity"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1080\/02640414.2011.640706","article-title":"Proximity-to-goal as a constraint on patterns of behaviour in attacker\u2013defender dyads in team games","volume":"30","author":"Headrick","year":"2012","journal-title":"J. Sport. Sci."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1016\/j.humov.2017.06.008","article-title":"Field location and player roles as constraints on emergent 1-vs-1 interpersonal patterns of play in football","volume":"54","author":"Laakso","year":"2017","journal-title":"Hum. Mov. Sci."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1080\/02640414.2012.746722","article-title":"Designing small-sided games for training tactical aspects in soccer: Extrapolating pitch sizes from full-size professional matches","volume":"31","author":"Fradua","year":"2013","journal-title":"J. Sport. Sci."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1080\/24748668.2015.11868802","article-title":"Explorative Study on Patterns of Game Structure in Male and Female Matches from Elite Spanish Soccer","volume":"15","author":"Tenga","year":"2015","journal-title":"Int. J. Perform. Anal. Sport."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1080\/02640414.2013.816761","article-title":"Effect of player position on movement behaviour, physical and physiological performances during an 11-a-side football game","volume":"32","author":"Figueira","year":"2014","journal-title":"J. Sport. Sci."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1407","DOI":"10.3389\/fpsyg.2019.01407","article-title":"Interpersonal Dynamics in 2-vs-1 Contexts of Football: The Effects of Field Location and Player Roles","volume":"10","author":"Laakso","year":"2019","journal-title":"Front. Psychol."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"658","DOI":"10.1080\/02640414.2020.1723375","article-title":"Constraints on visual exploration of youth football players during 11v11 match-play: The influence of playing role, pitch position and phase of play","volume":"38","author":"McGuckian","year":"2020","journal-title":"J. Sport. Sci."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"2795","DOI":"10.1519\/JSC.0000000000003226","article-title":"Analysis of Playing Area Dimensions in Spanish Professional Soccer: Extrapolation to the Design of Small-Sided Games with Tactical Applications","volume":"35","author":"Caro","year":"2019","journal-title":"J. Strength Cond. Res."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"2407","DOI":"10.1080\/02640414.2020.1786991","article-title":"Developing a two-dimensional landscape model of opportunities for penetrative passing in association football\u2014Stage I","volume":"38","author":"Passos","year":"2020","journal-title":"J. Sport. Sci."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2165\/11596520-000000000-00000","article-title":"The role of ecological dynamics in analysing performance in team sports","volume":"42","author":"Vilar","year":"2012","journal-title":"Sport. Med."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.humov.2015.02.004","article-title":"The older, the wider: On-field tactical behavior of elite-standard youth soccer players in small-sided games","volume":"41","author":"Olthof","year":"2015","journal-title":"Hum. Mov. Sci."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1016\/j.humov.2013.01.011","article-title":"Competing together: Assessing the dynamics of team-team and player-team synchrony in professional association football","volume":"32","author":"Duarte","year":"2013","journal-title":"Hum. Mov. Sci."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"125","DOI":"10.5114\/hm.2017.73621","article-title":"Influence of scoring mode and age group on passing actions during small-sided and conditioned soccer games","volume":"18","author":"Almeida","year":"2017","journal-title":"Hum. Mov."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1080\/02640414.2011.627941","article-title":"Validity and reliability of GPS for measuring instantaneous velocity during acceleration, deceleration, and constant motion","volume":"30","author":"Varley","year":"2012","journal-title":"J. Sport. Sci."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1260\/1747-9541.9.5.993","article-title":"Effects of Pitch Size and Skill Level on Tactical Behaviours of Association Football Players During Small-Sided and Conditioned Games","volume":"9","author":"Silva","year":"2014","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"682","DOI":"10.1016\/j.socnet.2012.08.004","article-title":"Network structure and team performance: The case of English Premier League soccer teams","volume":"34","author":"Grund","year":"2012","journal-title":"Soc. Netw."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1080\/02640410500189371","article-title":"The relationship between peak height velocity and physical performance in youth soccer players","volume":"24","author":"Philippaerts","year":"2006","journal-title":"J. Sport. Sci."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"885","DOI":"10.1080\/24748668.2017.1406781","article-title":"Evolution of tactical behavior of soccer players across their development","volume":"17","author":"Moreno","year":"2017","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Gon\u00e7alves, B., Coutinho, D., Santos, S., Lago-Penas, C., Jim\u00e9nez, S., and Sampaio, J. (2017). Exploring Team Passing Networks and Player Movement Dynamics in Youth Association Football. PLoS ONE, 12.","DOI":"10.1371\/journal.pone.0171156"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"1755","DOI":"10.1249\/MSS.0000000000000588","article-title":"Enhancing a Somatic Maturity Prediction Model","volume":"47","author":"Moore","year":"2015","journal-title":"Med. Sci. Sport. Exerc."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"1064","DOI":"10.1080\/02640414.2018.1543834","article-title":"Towards the use of multidimensional performance indicators in football small-sided games: The effects of pitch orientation","volume":"37","author":"Folgado","year":"2019","journal-title":"J. Sport. Sci."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1751","DOI":"10.1080\/02640414.2014.918640","article-title":"The influence of pitch dimensions on performance during small-sided and conditioned soccer games","volume":"32","author":"Vilar","year":"2014","journal-title":"J. Sport. Sci."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"3661","DOI":"10.1002\/sim.2832","article-title":"Chi-squared and Fisher-Irwin tests of two-by-two tables with small sample recommendations","volume":"26","author":"Campbell","year":"2007","journal-title":"Stat. Med."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"1639","DOI":"10.1016\/j.humov.2012.03.001","article-title":"Intra- and inter-group coordination patterns reveal collective behaviors of football players near the scoring zone","volume":"31","author":"Duarte","year":"2012","journal-title":"Hum. Mov. Sci."},{"key":"ref_35","first-page":"58","article-title":"Soccer team\u2019s tactical behaviour: Measuring territorial domain","volume":"229","author":"Clemente","year":"2015","journal-title":"Proc. Inst. Mech. Eng. Part P J. Sport. Eng. Technol."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1260\/1747-9541.9.5.1007","article-title":"Varying Numbers of Players in Small-Sided Soccer Games Modifies Action Opportunities During Training","volume":"9","author":"Vilar","year":"2014","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1519\/JSC.0000000000002978","article-title":"A Match-Derived Relative Pitch Area Facilitates the Tactical Representativeness of Small-Sided Games for the Official Soccer Match","volume":"33","author":"Olthof","year":"2019","journal-title":"J. Strength Cond. Res."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1260\/1747-9541.8.4.713","article-title":"Influence of Ball Position on Playing Space in Spanish Elite Women\u2019s Football Match-Play","volume":"8","author":"Zubillaga","year":"2013","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_39","first-page":"379","article-title":"Effects of Spatiotemporal Constraints and Age on the Interactions of Soccer Players when Competing for Ball Possession","volume":"17","author":"Menuchi","year":"2018","journal-title":"J. Sport. Sci. Med."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1888","DOI":"10.1080\/02640414.2014.961950","article-title":"Field dimension and skill level constrain team tactical behaviours in small-sided and conditioned games in football","volume":"32","author":"Silva","year":"2014","journal-title":"J. Sport. Sci."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"1968","DOI":"10.3389\/fpsyg.2019.01968","article-title":"Effects of Temporary Numerical Imbalances on Collective Exploratory Behavior of Young and Professional Football Players","volume":"10","author":"Canton","year":"2019","journal-title":"Front. Psychol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1080\/24748668.2016.11868892","article-title":"Game style in soccer: What is it and can we quantify it?","volume":"16","author":"Hewitt","year":"2016","journal-title":"Int. J. Perform. Anal. Sport"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"2405","DOI":"10.1080\/02640414.2018.1459151","article-title":"The effects of maturation on jumping ability and sprint adaptations to plyometric training in youth soccer players","volume":"36","author":"Asadi","year":"2018","journal-title":"J. Sport. Sci."},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Silva, P., Travassos, B., Vilar, L., Aguiar, P., Davids, K., Ara\u00fajo, D., and Garganta, J. (2014). Numerical relations and skill level constrain co-adaptive behaviors of agents in sports teams. PLoS ONE, 9.","DOI":"10.1371\/journal.pone.0107112"},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Travassos, B., Monteiro, R., Coutinho, D., Yousefian, F., and Gon\u00e7alves, B. (2022). How spatial constraints afford successful and unsuccessful penetrative passes in elite association football. Sci. Med. Footb., 1\u20138.","DOI":"10.1080\/24733938.2022.2060519"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.humov.2014.10.005","article-title":"How perceiving additional targets modifies teams\u2019 tactical behavior during football small-sided games","volume":"38","author":"Travassos","year":"2014","journal-title":"Hum. Mov. Sci."},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Caro, O., Fradua, L., Zubillaga, A., and Fernandez-Navarro, J. (2014). Analysis of Small Game Areas of 4vs4 and 7vs7 in Spanish Professional Football, University of Granada.","DOI":"10.5220\/0005191202310235"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1177\/1747954120966416","article-title":"How playing area dimension and number of players constrain football performance during unbalanced ball possession games","volume":"16","author":"Nunes","year":"2021","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1080\/15438627.2018.1544133","article-title":"Effects of the pitch configuration design on players\u2019 physical performance and movement behaviour during soccer small-sided games","volume":"27","author":"Coutinho","year":"2018","journal-title":"Res. Sport. Med."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"947","DOI":"10.1080\/17461391.2018.1467490","article-title":"Futsal task constraints promote transfer of passing skill to soccer task constraints","volume":"18","author":"Oppici","year":"2018","journal-title":"Eur. J. Sport Sci."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1177\/17479541211037001","article-title":"Exploring how limiting the number of ball touches during small-sided games affects youth football players\u2019 performance across different age groups","volume":"17","author":"Coutinho","year":"2021","journal-title":"Int. J. Sport. Sci. Coach."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1177\/17479541211030076","article-title":"How football team composition constrains emergent individual and collective tactical behaviours: Effects of player roles in creating different landscapes for shared affordances in small-sided and conditioned games","volume":"17","author":"Laakso","year":"2021","journal-title":"Int. J. Sport. Sci. Coach."}],"container-title":["Children"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2227-9067\/10\/1\/157\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T18:05:00Z","timestamp":1760119500000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2227-9067\/10\/1\/157"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,13]]},"references-count":52,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2023,1]]}},"alternative-id":["children10010157"],"URL":"https:\/\/doi.org\/10.3390\/children10010157","relation":{},"ISSN":["2227-9067"],"issn-type":[{"type":"electronic","value":"2227-9067"}],"subject":[],"published":{"date-parts":[[2023,1,13]]}}}