0000000000391247

AUTHOR

Antonio Ardá

showing 7 related works from this author

Identification of Explanatory Variables in Possession of the Ball in High-Performance Women’s Football

2021

[Abstrac] Women’s football is a phenomenon that is experiencing an unstoppable increase in recent years. The objective of this study was to analyze how ball possessions are performed in highperformance women’s football. For this, the 52 matches played by all the national teams participating in the Women’s World Cup 2015 were analyzed. A total of 3740 ball possessions were examined. Using the “move outcome” variable as a reference criterion, a statistically significant relationship was found between possessions that ended in success and possessions that have failed. Specifically, the successful possessions were those that were made in the offensive zone, with a clear intention to progress to…

Decision treesÁrbore de decisiónHealth Toxicology and MutagenesisFootballDonesLogistic regressionFootballAthletic PerformanceLogistic regressionFútbol femininoOutcome (game theory)ArticleMetodoloxía observacionalObservational methodology03 medical and health sciences0302 clinical medicineFemale soccerSoccerfemale soccerHumansObservació (Mètode científic)WomenObservation (Scientific method)performance analysisObservational methodologywomen’s footballAnálise do rendementodecision treeslogistic regressionPerformance analysisWomen's footballRPublic Health Environmental and Occupational HealthOffensive030229 sport sciencesRegresión loxísticaPossession (law)AchievementIdentification (information)FutbolBall (bearing)MedicineFemaleobservational methodologyPsychologyGoalsSocial psychology030217 neurology & neurosurgeryInternational Journal of Environmental Research and Public Health
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Offensive Transitions in High-Performance Football: Differences Between UEFA Euro 2008 and UEFA Euro 2016

2019

[Abstract] Coaches, footballers and researchers agree that offensive transitions are one of the most important moments in football today. In a sport where defense over attack dominates, with low scores on the scoreboard, the importance of these actions from the offensive point of view becomes very important. Despite this, scientific literature is still very limited on this topic. Therefore, the objectives set out in the present investigation have been two: first, by means of a proportion analysis and the application of a chisquare test, it was intended to describe the possible differences between the offensive transitions made in the UEFA Euro 2008 and UEFA Euro 2016; then, through differen…

footballMixed methodsmixed methodslcsh:BF1-990FootballMixed methods researchFootballScientific literaturePhase (combat)050105 experimental psychologyObservational methodologyCompetition (economics)03 medical and health sciencesHigh performance0302 clinical medicineSoccerEconometricsPsychologyObservació (Mètode científic)Sport strategyObservation (Scientific method)0501 psychology and cognitive sciencesSet (psychology)Observational methodologyGeneral PsychologyOriginal ResearchEstratègia esportiva05 social sciencesOffensiveoffensive transitionsQuarter (United States coin)Offensive transitionslcsh:PsychologyFutbolobservational methodologyPsychologyInvestigació amb mètodes mixtoshigh performance030217 neurology & neurosurgeryFrontiers in Psychology
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Differences in Technical Development and Playing Space in Three UEFA Champions Leagues

2021

[Abstract] The analysis of football grows exponentially, with many researchers adopting it as an object of study. The thematic range that addresses it, as well as the different methodologies used, are of a very different nature—physical, psychological, technical, tactical—enriching every day the knowledge, and understanding of the game itself. The objective of this study has been to identify the differences between the different styles of play that lead to becoming the champion of the UEFA Champions League in the last 3 years of the pre-COVID stage, by analyzing the spatial performance developed, the association between the players that make up the different lines of the game system and the…

Coordenadas polaresorientation changeAssociation (object-oriented programming)Footballpolar coordinatesSpace (commercial competition)LeagueFútbolPhase (combat)Cambio de orientaciónCompetition (economics)Observational methodologySocceranalysis performanceObservació (Mètode científic)Sport strategyPsychologyDensidade de xogadoresObservation (Scientific method)General Psychologydensity of playersOriginal ResearchEstratègia esportivaMetodoloxía de observaciónOffensiveChampionRendemento da analiseData sciencesoccerPolar coordinatesBF1-990FutbolAnalysis performanceDensity of playersOrientation changeobservational methodologyPsychology
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Multivariate analysis of defensive phase in football: Identification of successful behavior patterns of 2014 Brazil FIFA World Cup

2021

The aim of this study was to identify variables associated with direct recovery of the ball during defensive transitions in elite soccer and to propose a model with certain guarantees of success based on a multivariate analysis in which binary logistic regression was used to explore interaction between variables. 1,722 defensive transitions were analysed in the final stages of the FIFA World Cup 2014 in Brazil and investigated the following variables: duration of defensive transition; possession loss zone; position of players at the start and end of the defensive transitions, defensive organization, general defensive approach, period of the match, position of defence line, zone in which the…

Multivariate analysisMetodología observacionalelite footballLogistic regressionPhysical Therapy Sports Therapy and RehabilitationFootballmatch analysisLogistic regressionFútbol de eliteMetodoloxía observacionalObservational methodologyAnálise de partidoFútbol de éliteStatisticsSoccerAnálisis de partidoEducación Física y DeportivaObservació (Mètode científic)Sport strategyObservation (Scientific method)Observational methodologyTransiciones defensivasRegresión logísticaEstratègia esportivaSpatial interactionlogistic regressiondigestive oral and skin physiologyOffensiveElite footballRegresión loxísticadefensive transitionsDefensive transitionsMatch analysisMatch analysisFutbolSports medicineobservational methodologyTransicións defensivasPsychologyhuman activitiesRC1200-1245
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Application of multivariant decision tree technique in high performance football: The female and male corner kick.

2019

The use of multidimensional statistical technique based on decision trees is of recent application in sports science. In the case of football, this technique has not yet been sufficiently proven. The aim of the present study was to search for different success models for the cor- ners in the FIFA World Cup 2014 and FIFA Women's World Cup 2015. For this, the statistical analysis focused on the search for classification models for the different criteria considered (shot, shot between the three posts and goal), based on the creation of different decision trees that allow the most important variables to be identified quickly and efficiently. For this, 1117 corners were collected between the two…

MaleMultivariate statisticsDecision AnalysisComputer scienceEntropyDonesSocial SciencesFootballcomputer.software_genreSystems Science0302 clinical medicineMathematical and Statistical TechniquesPsychologyEntropy (energy dispersal)MultidisciplinaryEntropy (statistical thermodynamics)PhysicsQStatisticsRSoftware EngineeringMenSports ScienceDynamical SystemsPhysical SciencesMedicineEngineering and TechnologyThermodynamicsFemaleGamesManagement EngineeringResearch ArticleSportsAdultComputer and Information SciencesSports scienceScienceDecision treeAthletic PerformanceMachine learningResearch and Analysis Methods03 medical and health sciencesEntropy (classical thermodynamics)SoccerEntropy (information theory)HumansWomenStatistical MethodsEntropy (arrow of time)Behaviorbusiness.industrySoftware ToolsDecision TreesOffensiveBiology and Life Sciences030229 sport sciencesMultiple criteria decision makingFutbolHomesPresa de decisions multicriteriRecreationArtificial intelligencebusinesscomputer030217 neurology & neurosurgeryMathematicsEntropy (order and disorder)ForecastingPloS one
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Gender differences in technical-tactical behaviour of La Liga Spanish football teams

2021

[Abstract] The aim of this study was to identify differences in technical-tactical behaviour between the men and women first division football teams of the Spanish league, to this end 68 matches corresponding to 2016/17 season were analysed. A comparative analysis of the medians was carried out using the Mann-Whitney U-tests were conducted as post hoc tests. The size effect of this test was calculated and, finally, we performed a grouping of the variables through the clustering bootstrapping technique in both groups. We have detected statistically significant differences (p <0.01) regarding all accurate passes, in favour of men, as well as a greater number of yellow cards. In female footbal…

Metodología observacionalelite footballPhysical Therapy Sports Therapy and RehabilitationFootball010501 environmental sciences01 natural sciences58 PedagogíaObservational methodology03 medical and health sciences0302 clinical medicinePolitical scienceFútbol de éliteSoccerEducación Física y DeportivaSport strategyperformance analysislcsh:Sports medicine0105 earth and related environmental sciencesEstratègia esportivaPerformance analysisElite football030229 sport sciencesFutbolEstudis de gènereGender studiesobservational methodologylcsh:RC1200-1245HumanitiesAnálisis de rendimiento
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La influencia del estado del partido en la posesión del balón en el fútbol femenino de alto rendimiento

2020

[Abstract] The objective of this study was to examine the effect of the situational match status variable on the ball possession of the teams that participated in the 2015 FIFA Women’s World Cup. The 52 games played during the championship have been collected, and 3,740 ball possessions made by the teams were analyzed. The teams have been divided into successful and unsuccessful. Three types of analysis have been carried out: a univariate analysis for both groups with the categorical and continuous variables selected; a bivariate analysis, using chi-square tests and the exact Fischer test; and finally, a multivariable technique such as the decision trees was incorporated. The available resu…

situational variablesFútbol femeninoDecision treesApplied psychologylcsh:BF1-990Decision treeVictoryBivariate analysisFootballÁrboles de decisión050105 experimental psychologySituational variablesContinuous variable03 medical and health sciences0302 clinical medicineball possessionDones esportistesSoccerPsychologyObservació (Mètode científic)0501 psychology and cognitive sciencesObservation (Scientific method)Championshipperformance analysisTop athletesCategorical variablematch statusGeneral PsychologyOriginal ResearchMatch statuswomen’s footballdecision treesBall possessionWomen athletes05 social sciencesPerformance analysisEsportistes d'elitlcsh:PsychologyFutbolEstado del partidoBall (bearing)Variables situacionalesPsychologyAnálisis de rendimientoPosesión del balónhuman activities030217 neurology & neurosurgeryWomen’s football
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