94.- Topics of study in Under-18 padel categories: a scoping review
The aim of this scoping review was to examine the existing literature on padel among young players (under 18) and classify its main research areas. A systematic search in PubMed, Scopus, and Web of Science identified 16 studies on teaching methodologies, psychological characteristics, physiological demands, physical attributes, and gameplay parameters. This review provides the first comprehensive synthesis of research on youth padel...
93.- Beyond instinct: data-driven decision trees for tactical shot selection in professional padel
The aim was to analyze the frequency of finalist technical-tactical actions in professional padel according to their effectiveness and sex of the players. Through a descriptive empirical design, 878 points corresponding to ten WPT matches of the 2023 season were analyzed...
92.- Análisis y predicción de golpes ganadores en el pádel profesional: diferencias por sexo y resultado del set
Los objetivos del presente trabajo fueron evaluar las diferencias de golpes ganadores entre jugadores y jugadoras profesionales de pádel durante 5 temporadas (2018-2022); evaluar las diferencias de golpes ganadores entre parejas ganadoras y perdedoras de un set durante 5 temporadas (2018-2022); y predecir la evolución de los golpes ganadores en las próximas temporadas (2023-2027)...
91.- Diferencias en las características del golpeo final en pádel según el nivel de habilidad: análisis comparativo entre amateurs y profesionales
this study aimed to analyze the differences between amateur and professional padel players in terms of the type of last shot, its effectiveness and, the court area where it is per-formed, in both men's and women's padel. A total of 180 matches and 2,278 points were systematically observed...
90.- Diferencias en la finalización del punto de oro en pádel profesional masculino y femenino
El estudio analizó las diferencias en las acciones finales de los puntos de oro en pádel profesional masculino y femenino, atendiendo a las características del punto, así como al tipo de golpeo utilizado por la pareja ganadora del punto...
89.- Relative age effect in junior padel players: Insights from national team selection at the 2024 Junior European Championships
This study investigated the relative age effect (RAE) in junior padel players participating in the 2024 European Junior Championships by Teams. The sample included 285 athletes (165 boys from 16 boys’ teams and 120 girls from 12 girls’ teams)...
88.- Exploring gender-based disparities in finalist technical-tactical actions: a study of amateur and professional padel players
Our aim in this study was to analyze gender differences across amateur and professional padel players related to the last shot of each rally. We analyzed a total of 180 games per category (professional and amateur), with 90 games for each gender...
87.- The impact of altitude conditions on performance in men’s and women’s professional padel
The aim of this study was to analyze whether there are differences in performance indicators between matches played at different altitudes in professional padel. Data were collected and analyzed based on players’ sex, set number, and set score using video footage from the World Padel Tour (WPT), including open-access TV broadcasts and WPT’s youTube channel...
86.- Strategic excellence in padel: design and validation of key tactical principles
The purpose of this study was to design and validate a guide to strategic principles in padel (SPP), offering practical recommendations for both players and coaches. Once the first version of the guide was developed by six relevant researchers in padel, 11 padel experts (all with a federation title as coaches and with experience as a coach and player) conducted a qualitative and quantitative assessment of the guide...
85.- Physiological, physical and anthropometric parameters in padel: A systematic review
The aim of this study was to analyze the lob in professional padel, taking into account sex, the player’s side of play, the direction of the lob and the efficiency of the lob. For this purpose, 2063 lobs (933 in men’s and 1130 in women’s) corresponding to 10 matches of the 2024 season of the Premier Padel circuit were analyzed through systematic observation.
84.- Playing high: strategic use of the lob in professional padel
The aim of this study was to analyze the lob in professional padel, taking into account sex, the player’s side of play, the direction of the lob and the efficiency of the lob. For this purpose, 2063 lobs (933 in men’s and 1130 in women’s) corresponding to 10 matches of the 2024 season of the Premier Padel circuit were analyzed through systematic observation.
83.- Performance dynamics in professional padel: winners, forced errors, and unforced errors among men and women players
The study aimed to analyse the number of satisfactory shots, the effectiveness of the last shot, and the winners, forced errors, and unforced errors in men’s and women’s professional padel. Data were collected from 41 professional matches at the World Padel Tour Finland Padel Open tournament, focusing on variables such as “set result, effectiveness and typology of the last shot, and number of successful shots”...
82.- Game dynamics in professional padel: shots per point, point pace and technical actions
This study aimed to determine the distributions of number of shots per point, point duration, point pace and technical actions during the match in professional men and women padel players. A total of 35,145 hits (3239 points; men = 1602 and women = 1637) were analyzed in 20 matches corresponding to quarterfinal, semifinal and final matches of the World Padel Tour 2020 season...
81.- Influence of the tactical formation on serve and follow-through parameters in professional padel
The aim were to analyse the effect of the tactical formation of the serving pair on serving and follow - through parameters in professional padel. 1089 points distributed in 217 men's matches (19 sets), corresponding to 8 matches of the World Padel Tour circuit played in 2020, were analysed by systematic observation...
80.- Análisis de los parámetros del saque y resto en pádel profesional
El objetivo del estudio es analizar parámetros del saque y resto en función del tipo de punto, efectividad del punto y número de golpeos. Se analizaron mediante observación sistemática 422 puntos correspondientes a 8 partidos (4 masculinos y 4 femeninos) del torneo Barcelona Master Finals del circuito World Padel Tour 2022...
79.- Relationship between ball impact location, type of stroke and shot direction in high performance padel
This study aimed to analyze the relationship between ball impact point, type of stroke, and shot direction in high-performance padel. A total of 8363 strokes from nine matches of three national tournaments involving a total of 24 male players were subjected to systematic observation...
78.- Analysis and prediction of unforced errors in men’s and women’s professional padel
The aims were to I. assess the differences in unforced errors between men’s and women’s professional padel players, II. assess the differences in unforced errors between winners and losers of the set in professional padel players, III. analyse the evolution of unforced errors in professional padel...
77.- Sequential mapping of game patterns in men and women professional padel players
This study analyzed the sequences of actions in professional men and women padel players to identify common game patterns. Methods: The sample comprised 17,557 stroke-by-stroke actions (N = 1640 rallies) of the championship World Padel Tour. Multistep Markov chains were used to calculate the conditional probabilities of occurrence of actions during the rally...
76.- Analysis of Off-the-wall smash shots in men´s and women´s professional padel
our aim was to analyze the characteristics of the off-the-wall smash in men´s and women´s padel, and to compare gender differences in the set-dependent frequency of these shots. Study sample: through systematic observation, we analyzed 441 off-the wall smashes from the Final Master of the 2022 season of the World Padel Tour...
75.- Análisis de la efectividad del último y penúltimo golpeo de la pareja en pádel profesional masculino y femenino
El objetivo del estudio fue analizar las diferencias entre las últimas acciones en pádel (penúltimo y último golpeo de la misma pareja), en función de su efectividad (winners y errores), atendiendo a las posibles diferencias entre sexos. Se analizaron mediante observación sistemática un total de 878 puntos correspondientes a 10 torneos del circuito World Padel Tour 2023.