Search

This paper introduces the Composite Rating Method (CRM), a novel approach for the integrated evaluation of basketball player and team performances across multiple leagues. Utilizing data from Euroleague, EuroCup, and Basketball Champions League, the presented method provides comprehensive and accurate rankings, including accounting for actions not included in personal statistics. Drawing inspiration from established methodologies such as ELO, PER, Offensive and Defensive ratings, CRM offers a balanced assessment of player and team capabilities. The paper delineates the data collection and preprocessing procedures, details the algorithmic framework of CRM, and showcases its predictive capacity. By presenting a well-rounded approach to ranking, this paper aims to contribute to the advancement of performance evaluation methods in basketball and sports in general. [ABSTRACT FROM AUTHOR]

The aim of this paper is twofold. First, the concept Playful Sport Design (PSD) is introduced, based on play and proactivity theories. PSD is defined as a proactive cognitive-behavioral orientation that makes athletes incorporate fun and self-oriented challenges into training sessions. Second, we develop and test an instrument to assess PSD. In phase 1 (N = 562), the PSD instrument is tested on its reliability, factorial validity, and construct validity. In phase 2 (N = 131), the test-retest reliability and predictive validity of the PSD instrument is considered. Additionally, the nomological network of PSD is expanded. In phase 3 (N = 212), the predictive validity of PSD is further assessed. As hypothesized, the results of factor analyses show that PSD is best represented by two dimensions: designing fun and designing competition. The psychometric properties of the scale were shown to be satisfactory. Providing evidence for convergent validity, PSD was positively related to playfulness, competitiveness, fantasy proneness, personal initiative, openness to experience, achievement striving, and fun seeking. Specifically, designing fun showed more robust relations with fun-focused personality traits, while designing competition showed stronger relations with competition-focused traits. Providing evidence for divergent validity, PSD did not share variance with negative affect, procrastination, and perfectionism. Finally, in support of predictive validity, athletes who playfully designed their training sessions reported better subjective and objective sports performance. Lay summary: We introduce the concept Playful Sport Design (PSD), which refers to athletes' proactive addition of play elements to their sports training. We present a scale that reliably and validly measures PSD. Further, we show that PSD is positively associated with immersion in sports training and sports performance. Results of this paper could result in more awareness among adult athletes that play during sports training has beneficial sports outcomes. Athletes can use PSD to increase flow experiences during training sessions and enhance sports performance. The results of this paper open the door for practitioners to develop PSD interventions, through which athletes are taught how they can approach their training sessions in a more playful manner. [ABSTRACT FROM AUTHOR]

Assessing the intensity characteristics of specific soccer drills (matches, small-side game, and match-based exercises) could help practitioners to plan training sessions by providing the optimal stimulus for every player. In this paper, we propose a data analytics framework to assess the neuromuscular or metabolic characteristics of a soccer-specific exercise in relation with the expected match intensity. GPS data describing the physical tasks' external intensity during an entire season of twenty-eight semi-professional soccer players competing at the fourth Italian division were used in this study. A supervised machine-learning approach was tested in order to detect difference in playing positions in different sport-specific drills. Moreover, a non-supervised machine-learning model was used to profile the match neuromuscular and metabolic characteristics. Players' playing positions during matches and match-based exercises are characterised by specific metabolic and neuromuscular characteristics related to tactical demands, while in the small-side game these differences are not detected. Additionally, our framework permits to evaluate if the match performance request is mirrored during training drills. Practitioners could evaluate the type of stimulus performed by a player in a specific training drill in order to assess if they reflect the matches characteristics of their specific playing position. [ABSTRACT FROM AUTHOR]

Spirulina species are photosynthetic and filamentous bacteria, commonly called 'blue-green microalgae'. Spirulina has a high nutrient content. It contains 60–70% protein with all essential amino acids present, and is rich in several vitamins, minerals, and bioactive compounds. Spirulina is also rich in essential fatty acids, and antioxidants. This rich nutritional content provides to Spirulina several health benefits including antioxidant, anti-inflammatory, immunomodulation, and insulin-sensitizing properties as well as positive effects in various diseases which could be also interesting for athletes. This paper mainly aims to review the interest and effects of Spirulina supplementation in athletes at rest, and in relation to exercise/training. Spirulina's biochemical composition, health properties/effects in humans, and effects in athletes including nutritional status, body composition, physical performance and intense exercise-related disorders were discussed in this review. Literature data showed that Spirulina seems to have positive effects on body composition especially in overweight and obese subjects which could not be the case in other pathologies and athletes. Spirulina appears to be also effective in improving aerobic fitness especially in untrained and moderately trained subjects. Results reported in the literature suggest that Spirulina may improve strength and power performance despite the minor or no significant effects in highly trained subjects. Most studies have shown that Spirulina improves antioxidant status, prevents and accelerates the recovery of exercise-induced lipid peroxidation, muscle damage and inflammation in trained and untrained subjects. Taken together, the results from these studies are encouraging and may demonstrate the potential benefits of Spirulina supplementation in athletes despite methodological differences. [ABSTRACT FROM AUTHOR]

The private lives of elite athletes are frequently subject to the curiosity, scrutiny, and judgment of the general public. While this interest in life 'off the field' is not unique to athletes, this paper argues that our focus on athletes' lives results, in part, from the fact that athletic achievement is deeply tied to the person. I will argue that athletic performance is distinct because it is both embodied and does not issue in an artifact. These features inextricably tie athletic achievements to the persons whose achievements they are, making an appreciation of athletic achievement an appreciation of the athlete qua person and not merely qua athlete. Thus, in emulating athletes, we not only want to 'play' like them, we want to 'be' like them. While this helps to explain why the public is so concerned with features of elite athletes' lives that have little bearing on athletic performance, it may also generate a responsibility on the part of athletes to live up to a basic standard of decency in all aspects of their lives and a correlative obligation on the part of fans to recognize and respect athletes as persons. [ABSTRACT FROM AUTHOR]

This study presents a method for analysing badminton matches based on the concept of perturbations. We transfer this principle to a badminton rally and describe the decisive shot, which turns a balanced situation into an advantage for one team or one player. Our paper proposes an observational system, which models the decisive shots by using four consecutive actions: impulse (the perturbation), follow-up, survival, and convert. To test the objectivity of the operationalization, independent raters analysed six matches in the singles disciplines of the 2022 World Championships. To evaluate rater agreement, Jaccard coefficient and Cohen's kappa were used. Results show an agreement in identifying impulses of J(R1, R2) =.80, while the agreement in classifying the impulse type (positive/negative) reached κ =.70. A comparison of this perturbation-based analysis and last shot analyses shows significantly different results. Direct errors usually occur in the midcourt (56.4%), whereas most negative perturbations originate from the backcourt (40.0%). In contrast to direct winners, mostly originating from a smash (45.5%), most positive perturbations are created by net shots (30.1%). We argue that our method can be complementary to common last shot analyses and provides a possibility to describe players' strengths and weaknesses in more detail. [ABSTRACT FROM AUTHOR]

This study sought to assess the validity of contact involvement (CI) detection using microsensor technology (MST, Catapult Vector) within the context of a Tier One national rugby union (RU) squad, consisting of 44 players. Sensitivity of MST units to detect CI and scrums was assessed in eight test matches, by comparison with match data obtained by video analysis. This paper is the first to assess the sensitivity of MST to the full range of skilled CI which occur in RU, including evaluating "non-performance" collisions, such as incidental collisions or foul play. Sensitivity to tackles made (52.9–84.9%) and ruck hits (53.3–87.2%) was lower than previous research, although ball carries (71.9–93.5%) showed broadly similar sensitivity to established results. The sensitivity of the MST to detect scrums was substantially lower than previous findings, with large positional variation evident (51.4–91.5%). Further refinement of MST software should be considered in order to facilitate valid monitoring of RU performance and injury risk. An additional finding was that video analysis generally demonstrated satisfactory intrarater reliability. This result supports the use of video analysis as a reliable method of assessing RU performance, including CI. [ABSTRACT FROM AUTHOR]

Individual starts for ventral and dorsal swimming events have changed. After the introduction of back plate and wedge, some studies (mainly on ventral starts) have aimed to clarify their benefits and optimal application. This systematic review is aimed at a critical appraise of the literature on the main findings for back plate and wedge usage. We explored the databases of PubMed, Scopus and Web of Science and conducted a manual search on the reference list of papers. We based our search on the quality scale of the National Health Institutes and found 25 studies that met the eligibility criteria and that scored 7.75 ± 1.18 and 8.0 ± 0.71 on fair-quality studies addressing kick and backstroke starts. Kick start has shown faster start time comparing with grab and track starts by reducing block time and increasing horizontal take-off velocity. Backstroke start using the wedge improved performance through a greater centre of mass vertical position at take-off, horizontal and vertical position at entry and underwater velocity. Swimmers have adopted technical variants of kick and backstroke start by changing block set-up and stance, which should be monitored considering anthropometrics and strength abilities. [ABSTRACT FROM AUTHOR]

In this paper ways in which performance in 100 m front crawl might be improved are explored. Researchers were identified as 'primary sources' to provide a rationale for how swimmers might improve their performance and to estimate the potential magnitude of improvement. The researchers selected as the primary sources were identified from an initial search of the Scopus and Web of Science data bases using keywords appropriate for the race phases including start, stroking, turn, and finish and their component sub-phases. Recent research was prioritised to ensure that the latest knowledge was considered. Based on an analogy drawn from the 'Chariots of Fire' movie, the hypothetical question was asked: how can we reduce the 100 m time by 0.5s of a swimmer who is already an elite performer? Estimates of potential improvement ranged from 0.013s for the reaction time in the start phase to 1.0s by optimising mid-pool kicking to minimise drag. It is concluded that even at the very elite level, fine-tuning to optimise performance in the different phases of the race could elevate an elite swimmer to podium level performance. [ABSTRACT FROM AUTHOR]

In this paper, we analyse the model of pure carving turns in alpine skiing and snowboarding based on the usual assumption of approximate balance between forces and torques acting on the skier during the turn. The approximation of torque balance yields both lower and upper limits on the skier speed, which depend only on the sidecut radius of skis and the slope gradient. We use the model to simulate carving runs on slopes of constant gradient and find that pure carving is possible only on slopes of relatively small gradient, with the critical slope angle in the range of 8 ∘ − 20 ∘ . The exact value depends mostly on the coefficient of snow friction and to a lesser degree on the sidecut radius of skis. Comparison with the practice of ski racing shows that the upper speed limit and the related upper limit on the slope gradient set by the model are too restrictive and so must be the assumption of torque balance used in the model. A more advanced theory is needed. [ABSTRACT FROM AUTHOR]

Two prevalent assumptions in the philosophy of sport literature are that all sports are games and that all games are contests, meant to determine who is the better at the skills definitive of the sport. If these are correct, it would follow that all sports are contests and that a range of sporting activities, including nature sports, are not in fact sports at all. This paper first confronts the notion that sport and games must seek to resolve skill superiority through consideration of sport activities that have no such aim. The reduction of sport to game is also shown to be untenable and due to misunderstanding the point of sport activities, specifically, why people engage in them. This leads to reconsideration of the dominance of an instrumental conception of sport and the pursuit of excellence as anthropomaximising efficiency. The Norwegian tradition of frilutsliv is explored as a counterpoint to both conventional and nature sport. [ABSTRACT FROM AUTHOR]

Advancements in running shoe technology over the last 5 years have sparked controversy in athletics as linked with clear running economy and performance enhancements. Early debates mainly surrounded 'super shoes' in long-distance running, but more recently, the controversy has filtered through to sprint and middle-distance running with the emergence of 'super spikes'. This Current Concepts paper provides a brief overview on the controversial topic of super shoes and super spikes. The defining features of technologically advanced shoes are a stiff plate embedded within the midsole, curved plate and midsole geometry, and lightweight, resilient, high-energy returning foam that – in combination – enhance running performance. Since the launch of the first commercially available super shoe, all world records from the 5 km to the marathon have been broken by athletes wearing super shoes or super spikes, with a similar trend observed in middle-distance running. The improvements in super shoes are around 4% for running economy and 2% for performance, and speculatively around 1% to 1.5% for super spikes. These enhancements are believed multifactorial in nature and difficult to parse, although involve longitudinal bending stiffness, the 'teeter-totter effect', the high-energy return properties of the midsole material, enhanced stack height and lightweight characteristic of shoes. [ABSTRACT FROM AUTHOR]

Korean teeterboard is a circus discipline that consists of a board pivoted at its centre upon which two acrobats are catapulted in turn performing acrobatic jumps. This paper presents one of the first studies that focuses on investigating the factors that contribute to jump height in Korean teeterboard. A total of 120 jumps were recorded from two acrobats using motion capture. Selected variables were input to a Boosted Regression Trees (BRT) analysis, corresponding to three specific events: acrobat landing, rotation of the teeterboard and acrobat take-off. Significant predictor variables were identified as: 1) body's centre of mass vertical velocity at the first contact with the teeterboard (relative importance: 69.4%) for landing, 2) maximum downward vertical teeterboard velocity for teeterboard rotation (72.7%) and 3) maximum upward vertical teeterboard velocity for take-off (50.4%). Kinematic parameters such as hip range of motion during take-off also contributed significantly to jump height (37.2%). The results provide understanding of the complex kinematics between two acrobats and a flexible pivoting board. Teeterboard designers, acrobats and trainers should be aware that maximising these parameters are the best strategies to improve jump height. [ABSTRACT FROM AUTHOR]

The sport of gymnastics is undergoing a global examination of its culture and the relationship between the gymnast, coach and environment is a central focus. The aim of this review is to explore biomechanics and motor control research in skill development and technique selection in artistic gymnastics with a focus on the underlying concepts and scientific principles that allow performance enhancement, skill development and injury risk reduction. The current review examines peer reviewed papers from 2000 onwards, with a focus on contemporary approaches in the field of gymnastics research, and highlights several key directions for future gymnastics research. Based on our review and the integration of the models of Newell (1986) and Irwin et al. (2005), we recommend that future gymnastics research should embrace at the very least a multidisciplinary approach and aim for an interdisciplinary paradigm. [ABSTRACT FROM AUTHOR]

A high food intake can contribute to increased greenhouse-gas emissions, and therefore consumers with a high energy intake are important to include when exploring sustainable foodways. In this paper, semi-structured interviews and a seven-day food record were used to understand the climate impact of food, analyse mundane food practices, and identify sustainable routines among high-energy consumers represented by a group of recreational athletes. Social practice theory and the interdependent relationship between competence, material, and meaning unfold an Athletic performance-related food practice with a focus on performance, time-saving strategies, structured eating, and a possible Climate-conscious athletic performance-related food practice where the food practice also includes important sustainability aspects. The results indicate a high carbon footprint from high energy and dairy and whey protein intake. Some recreational athletes demonstrate an awareness of the climate impact of food, but they need to be convinced that more sustainable ways are possible without jeopardising athletic performance. [ABSTRACT FROM AUTHOR]

Modern biotechnology and nanotechnology are conducive to the selection and training of athletes, promote the development of Sports Biological Science, and effectively improve athletes' sports ability. In this paper, the main study of modern biology and nanotechnology on the impact of competitive sports. In this paper, eight boys were randomly divided into two groups, one group wore the swimsuit made of nanofiber materials, the other group wore the swimsuit made of common clothing materials for three swimming competitions. The experiment found that in the first competition, the results of the Nano group were mostly higher than the ordinary swimsuit group. Only the No. 3 player in the Nano group scored 9.23 s, which was lower than the 8.99 s of the No. 3 player in the ordinary group. In the second competition, the performance of the Nano group is still higher than that of the ordinary group, except that the No. 2 player in the Nano group has a score of 10.22 s. In the third time, the four members of the frontier Nano group achieved higher scores than the ordinary group. The No. 3 player in the ordinary group had a large error in the results, which was not meaningful.According to the results of the three competitions, under the control of variable factors, the results of nano group are much better than those of ordinary group. The results show that nanotechnology and modern biotechnology can effectively reduce the unnecessary energy consumption of athletes in the competition, save the competition time, and bring new vitality to competitive sports. [ABSTRACT FROM AUTHOR]

In this paper, we present an advanced model of centrifugal pendulum where its length is allowed to vary during swinging. This modification accounts for flexion and extension of skier's legs when turning. We focus entirely on the case where the pendulum leg shortens near the vertical position, which corresponds to the most popular technique for the transition between carving turns in ski racing, and study the effect of this action on the kinematics and dynamics of these turns. In particular, we find that leg flexion on approach to the summit point is a very efficient way of preserving the contact between skis and snow. The up and down motion of the skier centre of mass can also have a strong effect of the peak ground reaction force experienced by skiers, particularly at high inclination angles. Minimisation of this motion allows a noticeable reduction of this force and hence of the risk of injury. We make a detailed comparison between the model and the results of a field study of slalom turns and find a very good agreement. This suggests that the pendulum model is a useful mathematical tool for analysing the dynamics of skiing. [ABSTRACT FROM AUTHOR]

The provision of holistic care for athletes often involves interprofessional teams with specialists to support athletic performance and overall wellness. Yet, regarding psychological support, some have advocated for a single professional to attain both a certified mental performance consultant (CMPC) credential and any type of mental health license (e.g., Licensed Psychologist [LP], Licensed Social Worker [LSW], or Licensed Professional Counselor [LPC]) to address the mental performance and mental health needs of athletes. Unfortunately, this approach may hinder interprofessional collaboration and ignore distinctions between CMPCS and other types of mental health professionals. Alternatively, CMPCs and various types of mental health professionals may work together on interprofessional psychological support teams. The purpose of this paper is to clarify the distinct historical and theoretical foundations of mental performance consulting, clinical psychology, social work, and professional counseling in sport contexts to serve as a resource for enhancing interprofessional competence within such teams. The distinct training pathways of CMPCs, LPs, LSWs, and LPCs are outlined with attention to how each can serve a valuable role on an interprofessional support team for athletes. Applications of the World Health Organization's framework for interprofessional education and collaborative practice (IPECP) to psychological support teams in sport contexts is discussed. [ABSTRACT FROM AUTHOR]

The sequence of moves in a dynamic team tournament may distort the ex-ante winning probabilities and harm efficiency. This paper compares seven soccer penalty shootout rules that determine the kicking order, from a theoretical perspective. Their fairness is evaluated in a reasonable model of First Mover Advantage. We also discuss the probability of reaching the sudden death stage. In the case of stationary scoring probabilities, dynamic mechanisms are not better than static rules. However, it is worth compensating the second-mover by making it the first-mover in the sudden death stage. Our work has the potential to impact decision-makers who can guarantee fairer outcomes in dynamic tournaments by a carefully chosen sequence of actions. [ABSTRACT FROM AUTHOR]

At the turn of the millennium, a review paper was published in this journal on talent identification and development in soccer (Williams & Reilly, 2000). In the current paper, we assess progress made in this field over the last twenty years relative to the areas for future research highlighted in the original review. We evaluate developments in light of the calls made by Williams and Reilly to: a) undertake more multidisciplinary rather than mono-disciplinary research; b) embrace longitudinal rather than cross-sectional research designs; c) expand the research base on female football; and, d) better identify the subjective criteria used by scouts when selecting one player over another for entry into a formalised training environment. The body of mono-disciplinary research on this topic continues to expand, and progress has been made in publishing multidisciplinary, prospective, longitudinal data sets, along with advanced statistical modelling procedures, as well as in identifying the experiential criteria used by scouts. We found some variables in these studies have predictive value from adolescence to adult performance level in soccer. We present suggestions for future research to enhance knowledge and understanding of the best practices underpinning the identification and development of future generations of professional players. [ABSTRACT FROM AUTHOR]

Ericsson, Krampe, and Tesch- Römer published their research on "The role of deliberate practice in the acquisition of expert performance" over 25 years ago. Since then, hundreds of new articles have been published with findings regarding the effects of practice on performance in sports. The original paper searched for conditions underpinning optimal acquisition of reproducibly superior (expert) performance in domains, where methods for producing such performance had been refined over centuries. At an elite music academy, superior music students were found to have engaged for longer periods in solitary practice guided by their music teachers – an explication of the conditions of this type of practice led to a definition of deliberate practice. When other researchers in sports started searching for optimal practice, they could not find any practice activities meeting all the criteria for "deliberate practice", yet referred to somewhat similar activities using that same term. This paper shows that the effects of these different types of practice activities on attained performance differ from those of deliberate practice and should be given different distinct names. The paper concludes with recommendations for how future research on purposeful and deliberate practice can inform, not just athletes and their coaches, but all adults about how their achievements can be improved with individualized forms of effective practice. [ABSTRACT FROM AUTHOR]

– Once player tracking has been established as one of the main data sources in soccer, many challenges have emerged for data scientists, who attempt to recognize patterns from 2D trajectories in order to build tools that might help coaches to improve the performance of their teams. For instance, pass models predict where the ball should go next during pass events. However, existing models are mainly fed with players' location and prior data, hence omitting critical pieces of information such as players' body orientation. This paper presents a computational model to obtain pass feasibility maps, where player orientation is exploited and analysed. As a matter of fact, orientation proves to be crucial when modelling field-of-view and correct positioning of players, since it limits the potential receiving area of all candidates. Different proposals are given to evaluate the proposed pass feasibility map, reaching 0.46 and 0.79 in Top1 and Top3 accuracy, respectively, with a + 0.2 boost obtained after merging positional data with orientation. [ABSTRACT FROM AUTHOR]

In 1994, the International Paralympic Committee (IPC) established the IPC Sport Science Committee in an effort to bring Paralympic Movement relevant research questions to the academic world. In 1996, the IPC Sport Science Committee put an application system in place, allowing scholars to conduct research at the Paralympic Games. The aim of this perspective paper is to overview the main outcomes of the fifty-six research projects conducted from Atlanta 1996 until PyeongChang 2018 during Paralympic Games' time; and to discuss the state-of-the-art of the IPC Research Strategic Goals. Research projects conducted at the Paralympic Games from Atlanta 1996 to PyeongChang 2018 were clustered according to the IPC Research Strategic Goals (publications retrieved through the following procedure: analyzing the IPC Medical & Scientific Department project file; systematic search of Pubmed and SportDiscus with "Name Principal Investigator" and "Paralympic" as search terms; email to principal investigator if no outcome retrieved). Games-time projects targeted Paralympic research strategic goals, such as athletes' health, athletes' performance, evidence-based classification, participation, Paralympic legacy, and education. Some of the projects proved high relevance and became standard Games' operations; however, generally, projects operate in isolation and could benefit from collaboration with expert-stakeholders (e.g., athletes, coaches, governing International Sport Federations, relevant IPC departments, network of academic scholars). Sport science research in the Paralympic Movement should move fast and collaborative to catch up on evolution. From a health perspective, fine-tuning of the patient/athlete–equipment interface to optimize function/performance is a challenge for the rehabilitation specialist/coach. The musculoskeletal balance of the shoulder joints is a lifelong concern for permanent wheelchair users, especially those involved in dynamic wheelchair sports. Education about autonomic dysreflexia and boosting in patients/athletes with spinal cord injury is an integral part of the rehabilitation process. Rehabilitation experts have an ideal educational profile to contribute to evidence-based classification, as a para-sports classifier, or as a researcher. [ABSTRACT FROM AUTHOR]

Researchers who examine existing models of choking under pressure are beginning to explore the antecedents that predispose individuals to increased anxiety. Irrational beliefs (IBs) may be one such antecedent to "choking", given that irrational beliefs are closely associated with anxiety intensity. This study aimed to investigate whether IBs influenced anxiety and performance under pressure. Experienced Australian football players (N = 35) completed an IBs questionnaire prior to an Australian football set shot experiment with low- and high-pressure. During both pressure conditions, participants completed a state anxiety questionnaire prior to completing 15 set shots on goal. Results indicated that cognitive and somatic anxiety increased from low- to high-pressure. For somatic anxiety, an IBs main effect approached significance, indicating higher somatic anxiety with increases in IBs. A marginally significant Condition main effect was found for performance, which decreased from low- to high-pressure, with no other effects for performance evident. Follow-up correlation analysis of seven athletes who likely experienced choking (i.e., greater than 15-point performance decrease) indicated a strong negative correlation between IBs and change in performance from low- to high-pressure. Further analyses for "chokers" indicated a significant IBs × Condition interaction, with performance tending to increase with increasing IBs under low-pressure and decrease with increasing IBs under high-pressure. This study provides initial, tentative support that IBs associated with performance trends of "chokers" under different pressure conditions may be dissimilar to those of "underperformers" or "clutch" performers. Applied implications for sport psychologists working with athletes are discussed. Lay summary: This paper investigated whether inflexible thoughts (i.e., irrational beliefs- IBs) led to increased anxiety and "choking". Athletes completed an IBs questionnaire, then an anxiety survey during a football kicking task under low- and high-pressure. Results indicated IBs may affect "chokers" response to pressure differently to other groups. [ABSTRACT FROM AUTHOR]

Performance analysis in football predominantly focuses on systematic contributions to success, thus neglecting the role of randomness. The present paper pursues a direct approach to quantify and analyse randomness in football by identifying random influences in the goal scoring process. The dataset includes all matches from the seasons 12/13 to 18/19 of the English Premier League, adding up to a total of 7,263 goals, that were checked for the occurrence of six variables of random influence. Additionally, the influence of nine situational variables was investigated. Results show that randomness was present for almost 50% of all goals. Moreover, it was demonstrated that the proportion of random goals decreased over the seven seasons (p <.001), is more pronounced for weaker teams (p <.05) as well as if the current scoreline is a draw (p <.05) and depends on the match situation (open play, freekick, corner, penalty). An improved understanding of randomness in football has important implications for both researchers and practitioners. Performance analysts should acknowledge randomness as a crucial factor to distinguish clearly between performance and success. Coaches could even consider the conscious creation of uncontrollable situations as a possible tactic to provoke random influences on goal scoring. [ABSTRACT FROM AUTHOR]

This scoping review aimed to systematically map studies/tests for assessing the tactical domain of young soccer players. The study followed the PRISMA-ScR and Joanna Briggs Institute guidelines. The databases searched were Scopus, SPORTDiscus, SciELO, LILACS, and BDTD. The eligibility criteria were defined based on the elements of population, context, and concept, without restrictions on the period, language, and type of publication. Twenty-four papers were included, from 1997 to 2020, totalling 29 tests/instruments for the assessment of the tactical domain, with the majority of studies having an European sample. Twelve terms were used to nominate the tactical component, regardless of the assessment method and approach. Six tests met eight or nine criteria in the critical appraisal: TCTOF, TACSIS Spanish version, Semi-Structured Interview, TCTP-OE, GPET, and FUTSAT. Thus, it is concluded that studies and tests for the assessment of the tactical domain of young soccer players are recent and mainly European; there is no consensus about the adopted terminology; and few tests met the majority of the quality criteria. Therefore, we suggest: a) the construction/adaptation of tests with samples from other continents; b) the use of the proposed criteria; and c) that the terms tactical knowledge and tactical performance are adopted. [ABSTRACT FROM AUTHOR]

The present paper describes the conceptual basis of evidence-based classification of para-athletes with intellectual impairment (II). An extensive description of the theoretical and conceptual foundation of the system as currently conceived is provided, as are examples of its applications in the three sports included in the Paralympic programme for II-athletes in 2020 (i.e., athletics, swimming and table tennis). Evidence-based classification for II-athletes is driven by two central questions: i. How can intellectual impairment be substantiated in a valid and reliable way, and ii. Does intellectual impairment limit optimal sport proficiency? Evolution of the system and current best practice for addressing these questions are described, and suggestions for future research and development are provided. Challenges of understanding and assessing a complex (multifaceted and intersectional) impairment in the context of sport also are considered. [ABSTRACT FROM AUTHOR]

In this paper, I provide an account of failed athletic contests which consists of two ideals, the Athletic Superiority Ideal and the Just Results Ideal. Related to this, I argue that a sports contest can fail in terms of the Athletic Superiority Ideal without failing in terms of the Just Results Ideal and vice versa. In the process of doing the former, I argue that besides adjudicating errors, cheating, gamesmanship and (bad) luck, there are two other types of reasons because of which a sports contest can fail in terms of the Athletic Superiority Ideal. Finally, I argue that my account of failed athletic contests is more plausible than Mika Hämäläinen’s three-standard model of athletic superiority. [ABSTRACT FROM PUBLISHER]

Recent articles, including those by Dixon and Torres and Hager, criticize tournament playoffs, primarily for reasons of fairness and integrity. Many suggest that playoff and tournament prominence reflect monetary and entertainment interests rather than the pursuit of athletic excellence. Nevertheless, tournament playoffs are increasingly popular. While the concerns are serious, in this paper I defend the overlooked value of playoffs and tournaments. Playoff critics employ too narrow a conception of the best team and too limited a view of excellence. Rather, playoffs and seasons highlight distinct and valuable conceptions of athletic excellence. To better capture this, I consider two alternative championship formats: the hybrid system and championship pluralism. The hybrid system includes a playoff informed by the regular season. Despite its apparent advantages, I reject the hybrid approach. Instead, I propose championship pluralism as a preferred championship model. [ABSTRACT FROM PUBLISHER]

We read with concern yet another communication from Dotan regarding the critical power (CP) concept which contains a litany of factual errors, false statements, and dated physiological interpretations. Space does not permit us to rebut every incorrect point made about our work (Wong et al., 2022) and the wider field in which it sits, but we will address what we consider to be some of the more egregious errors in his letter. We would first note, however, that our paper was not actually focused on the critical power concept. [ABSTRACT FROM AUTHOR]

Relative Energy Deficiency in Sport (RED-S) is a syndrome of impaired health and performance that occurs as a result of low energy availability (LEA). Whilst many health effects associated with RED-S have been widely studied from a physiological perspective, further research exploring the psychological antecedents and consequences of the syndrome is required. Therefore, the aim of this study was to qualitatively explore athlete experiences of RED-S. Twelve endurance athletes (female n= 10, male n= 2; M age = 28.33 years) reporting past or current experiences of RED-S, associated with periods of LEA, took part in semi-structured interviews designed to explore: contexts and mechanisms underpinning the onset of RED-S; the subjective experience of RED-S; and contexts and mechanisms influencing "recovery" from RED-S. Regardless of how RED-S was initiated, all athletes experienced a multitude of physiological impairments, accompanied by significant psychological distress. This paper contributes novel understanding of the complex interplay between physiological and psychological components of RED-S from the perspective of information-rich cases. The findings suggest that system-wide educational prevention and awareness interventions are vital for athletes and support personnel, such as coaches, parents, dieticians, psychologists, and sports medicine staff. [ABSTRACT FROM AUTHOR]

The purpose of this paper is to present a player-centred performance analysis method as an effective mechanism to enhance expert players' performance in professional soccer. Data were collected through an application of a developed performance analysis method and subsequent unstructured interviews to explore participants' experience of the applied methodology. Grounded by an enactive perspective of human activity, the applied methodology foregrounds the player's intrinsic experience and places the player at the centre of the analysis and interpretation process. The sample included thirty professional soccer players with professional playing experience ranging from 2 years to 19 years and representing three professional teams. Using an interpretive data analysis approach results were considered from a methodological perspective concerning the core functions of a performance analysis method. Categories regarding performance analysis and performance development were highlighted. Findings demonstrate that adopting a player-centred approach to performance analysis in professional soccer provides advancement of the understanding of the collective performance of the expert player and may increase the opportunity for sustained learning. [ABSTRACT FROM AUTHOR]

The effectiveness of rehabilitation training methods after ligament injury has become an important factor restricting the future development of athletes. Therefore, the study of sports injuries and rehabilitation training methods for athletes in the new era still has important practical significance. This article mainly studies the effect of nano-ligament combined with sports rehabilitation training on the treatment effect of patients with ligament injury. In this paper, the experimental group received 10–15 minutes of rehabilitation training before each training, while the control group did not. Before and after the experiment, perform functional movement test (FMS) and Y-type balance test (YBT) to compare the differences between the physical functions of the two groups of athletes and the lower extremity exercise ability to test the effectiveness of the rehabilitation training method and help the athletes to recover quickly after injury restore. The score comparison between the two groups on the first day of treatment was p > 0.05, and there was no statistically significant difference between the two groups; the score comparison between the third day of treatment and four weeks after treatment was p < 0.05, and the difference between the two groups was statistically significant, A the curative effect of the group was better than that of group B; the score comparison at eight weeks after treatment was p > 0.05, and there was no statistically significant difference between the two groups. There was no significant difference between the FMS test results and the YBT test results of the experimental group before the experiment. The test results of the experimental group after the experiment were significantly higher than the control group (significant difference), indicating that rehabilitation training helps improve and improve physical exercise ability, especially for improvement. The athlete's lower extremity athletic ability has obvious effect. [ABSTRACT FROM AUTHOR]

In this paper, we outline a systematic testing programme developed to help identify excellence in youth basketball players. We examine the links between biological maturation and training experience with anthropometry, body composition, physical performance, technical and tactical skills from five age-cohorts, and characterize, in detail, facets of their environment. In total, 238 young basketball players aged 11–15 years, clustered into five age-cohorts (11, 12, 13, 14, 15 years) were recruited. We assessed measures across three domains: (1) biological [anthropometry, body composition, biological maturation and physical performance]; (2) skill/game proficiency [technical skills and tactical skills]; and (3) contextual [family support, coach knowledge and competence and club context]. The data were analysed using one-way ANOVAs and multivariate analysis of covariance adjusting for biological maturation and training experience. We report significant differences favouring older basketball players on most biological and skill/game proficiency variables. However, differences between age-cohorts in physical performance and technical skills were mitigated after controlling for the effects of both covariates. In conclusion, our findings highlight the important role of both biological maturation and training experience on youth basketball players' performance and development. We discuss the implications of these findings for research as well as for athletes, parents, coaches and clubs. [ABSTRACT FROM AUTHOR]

Drag is the resistant force that opposes a swimmer displacing through water and significantly affects swimming performance. Drag experienced during active swimming is called active drag (Da), and its direct determination is still controversial. By contrast, drag experienced while gliding in a stable streamlined body position is defined as passive drag (Dp), and its assessment is widely agreed upon. Dp reduction preserves the high velocity gained with the push-off from the starting block or wall after starting and turning or improves the gliding phase of the breaststroke cycle. Hence, this paper reviewed studies on swimming that measured Dp under different conditions of gliding. In the present research, accurate descriptions of the main methods used to directly or indirectly determine Dp are provided and the main advantages, limitations and critical features of each method are discussed. Since Dp differs in methods but not in reported values and is consistent regardless of the measuring method, the information provided in this paper might allow coaches and practitioners to identify the most suitable method for assessing and determining the drag of their swimmers. [ABSTRACT FROM AUTHOR]

Sporting performance is often investigated through graphical observation of key technical variables that are representative of whole movements. The presence of differences between athletes in such variables has led to terms such as movement signatures being used. These signatures can be multivariate (multiple time-series observed concurrently), and also be composed of variables measured relative to different scales. Analytical techniques from areas of statistics such as Functional Data Analysis (FDA) present a practical alternative for analysing multivariate signatures. When applied to concurrent bivariate time-series multivariate functional principal components analysis (referred to as bivariate fPCA or bfPCA in this paper) has demonstrated preliminary application in biomechanical contexts. Despite this, given the infancy of bfPCA in sports biomechanics there are still necessary considerations for its use with non-conventional or complex bivariate structures. This paper focuses on the application of bfPCA to the force-angle graph in on-water rowing, which is a bivariate structure composed of variables with different units. A normalisation approach is proposed to investigate and standardise differences in variability between the two variables. The results of bfPCA applied to the non-normalised data and normalised data are then compared. Considerations and recommendations for the application of bfPCA in this context are also provided. [ABSTRACT FROM AUTHOR]

In table tennis, many different approaches to scientific founded match analysis have been developed since the first ones in the 1960s. The aim of this paper is to give a review on some of the most acknowledged methods of match analysis in table tennis. The first chapter presents a historical overview of match analysis from all over the world. The second part reviews different approaches to match analysis in more detail, using the performance analysis classification of theoretical and practical performance analysis. The review includes the most actual theoretical performance analysis techniques in table tennis: performance indices, simulative approaches, momentum analysis, footwork analysis, and finally an approach which uses top expert knowledge for a comprehensive technical-tactical analysis. In the section of practical performance analysis, the paper presents two “best practice” examples describing performance analysis procedures of the two most successful countries of the last Olympics: China and Japan. The paper ends with a summary on the impact of the different approaches and gives an outlook on promising new developments. [ABSTRACT FROM AUTHOR]

This study is a systematic review of match analyses of table tennis that can be used for reference in China. Using the China National Knowledge Infrastructure (CNKI) as the search tool and “table tennis” as the keyword, we searched for all papers on table tennis published in Chinese core sports journals between 1980 and 2016. Then, we read through 1209 papers and divided them into different categories according to their publication types and main topics. Among them, 128 papers on match analyses met three inclusion criteria, and hence they were chosen as the reviewed studies. The results show that match analyses of table tennis in China have a sound research foundation, with the “three-phase evaluation method” and research on different topics playing an active role in helping coaches and players understand table tennis matches. Computer-aided match analysis not only enhanced the capacity and speed of data processing, but it also facilitated coaches’ and players’ understanding of tactical features by video feedback and multimedia presentation. Although match analyses of table tennis based on different theories or models are still in a preliminary stage, these studies are indeed pushing the development of this field. [ABSTRACT FROM AUTHOR]

In the Concept of Mind from 1949 Gilbert Ryle (1949/1963) distinguished between knowing how and knowing that. What was Ryle’s basic idea and how is the discussion going on in philosophy today? How can sport philosophy use the idea of knowing how? My goal in this paper is first to bring Ryle and the post-Rylean discussion to light and then show how phenomenology can give some input to the discussion. The article focuses especially on the two main interpretations of knowing how, intellectualism and anti-intellectualism. In the second part of the article I discuss how views from phenomenology and philosophy of mind can enrich and widen our understanding of what knowing how means in relation to sport practices. It is argued that knowing how is not limited to athletic abilities but includes knowledge of how the environing world operates in relation to athletic action. [ABSTRACT FROM AUTHOR]

The present study explored how the organizational cultural experiences of elite youth footballers shaped their identity development and behavior. The first author occupied the position of sport psychology practitioner-researcher within 1 professional football club over 3 years. Traditional ethnographic research methods were employed, including observations, field notes, reflections, and informal interviews. A cultural sport psychology perspective on identity as a social construction and research on the cultural characteristics of professional football were used as frameworks to make sense of the data. Despite the introduction of the Elite Player Performance Plan in 2012, the traditional masculine culture of professional football dominated the studied club. Creative nonfiction vignettes revealed that youth players were encouraged to develop their self-stories focused on a single-minded dedication to professional football. The limited identity-related resources offered at both club and cultural level are detrimental for players in terms of their well-being and long-term psychological development. From the results of this study, we suggest that future sports psychology practice within professional football may best be delivered at an organizational level. However, for sport psychologists to be effective in this role, they must develop an understanding of the subcultural features and characteristics of the organization. In line with this, there would be great value in introducing a focus on organizational culture within sport psychology professional training and education routes. Lay Summary: This paper explores the impact of the professional football culture on the psychological development of elite youth footballers. From the findings we suggest that sport psychology should be delivered at an organisational level. [ABSTRACT FROM AUTHOR]

Elite athletes not only run faster, hit harder, and jump higher, but also see and react better. However, the specific visual-motor skills that differentiate high-achieving athletes are still not well understood. In this paper we examine 2317 athletes (1871 male) tested on the Nike SPARQ Sensory Station, a digital test battery measuring visual, perceptual and motor skills relevant for sports performance. We develop a multivariate Gaussian transformation model to robustly estimate visual-motor differences by level, gender, and sport type. Results demonstrate that visual-motor performance is superior for athletes at higher levels, with males faster at near-far eye movements and females faster at eye-hand reaction times. Interestingly, athletes who play interceptive sports such as baseball and tennis exhibit better measures of visual clarity, contrast sensitivity and simple reaction time, while athletes from strategic sports like soccer and basketball have higher measures of spatial working memory. These findings provide quantitative evidence of domain-specific visual expertise in athletes. [ABSTRACT FROM AUTHOR]

Virtual reality (VR) is a widespread technology drawing an increasing interest for players and coaches, especially in team ball sports as it offers a simple tool to simulate, analyse and train situations that are often too complex to reproduce in the field. In this review we aimed at (1) providing an overview of methodologies and outcomes of research studies using VR in team ball sports; (2) better evaluating the potential interest of VR to analyse or train team ball sports situation and (3) identifying limitations, gaps in knowledge and remaining scientific challenges. The MEDLINE and Web of Science Core Collection databases were searched, using predefined combinations of keywords. Thirty articles were retained and analysed. VR can be an interesting tool to assess or train team ball sports skills/situations as it allows researchers to control and standardise situations and focus on specific skills/subskills. Studies that used VR in team ball sports still have some limitations, mainly due to technical issues or study design. This paper also describes the way VR should be used to enhance understanding of performance in team ball sports. Additional suggestions for future research and study design are proposed. [ABSTRACT FROM AUTHOR]

Ankle flexibility is critical to obtain a high swimming velocity in undulatory underwater swimming (UUS). The present study investigated the Froude (propelling) efficiency and three-dimensional (3D) kinematics of human UUS following the extrinsic restriction of the ankle by tape application. In Experiment 1, swimmers (9 male and 8 female college swimmers) performed UUS trials involving normal swimming (Normal) and swimming with tape application at the ankle (Tape). Kicking frequency was controlled in both settings. UUS kinematics were obtained with a two-dimensional motion analysis. Swimming velocity significantly decreased during swimming with tape application compared with that during normal swimming (Normal, 1.33 m·s−1; Tape, 1.26 m·s−1, p < 0.05). The Froude efficiency was not affected (Normal, 0.77; Tape, 0.76), and ankle plantar angle did not decrease during swimming (Normal, 159.02°; Tape, 160.38°). In Experiment 2, lower limb rotations of a male swimmer were analysed using 3D motion analysis under the same conditions as Experiment 1. An insufficient forefoot rotation was observed during downstroke kicks (the phase of the highest acceleration to forward direction). These findings suggest that UUS velocity is affected by the mobility of end effector. [ABSTRACT FROM AUTHOR]

Athletes' energy distribution over a race (e.g. pacing behaviour) varies across different sports. Swimming is a head-to-head sport with unique characteristics, such as propulsion through water, a multitude of swimming stroke types and lane-based racing. The aim of this paper was to review the existing literature on pacing behaviour in swimming. According to PRISMA guidelines, 279 articles were extracted using the PubMed and Web of Science databases. After the exclusion process was conducted, 16 studies remained. The findings of these studies indicate that pacing behaviour is influenced by the race distance and stroke type. Pacing behaviours in swimming and time-trial sports share numerous common characteristics. This commonality can most likely be attributed to the lane-based racing set-up. The low efficiency of swimming resulting from propulsion through the water induces a rapid accumulation of blood lactate, prompting a change in swimmers' biomechanical characteristics, with the goal of minimising changes in velocity throughout the race. Although the literature on youth swimmers is scarce, youth swimmers demonstrate more variable pacing profiles and have more difficulty in selecting the most beneficial energy distribution. [ABSTRACT FROM AUTHOR]

Does luck spoil sport? For example, a tightly fought soccer game goes into the last few seconds tied. A player has a long but open shot on goal but his kick results in a poorly struck shot that is off line and too high. But as he kicks, the wind changes direction and an unexpected gust shifts his ball back on goal. Its erratic path allows it to escape the goalkeeper's desperate dive. The kick was not particularly skillful, but the wind gust led to victory. Did the better team win or was the game marred by luck, good for one team and bad for the other but deserved by neither? That luck spoils the sports contest, or at least tends to undermine its point, follows from what might be called the Skill Thesis. According to the Skill Thesis, competitive sports contests are tests of the competitors' skills designed to determine which opponent is more skillful in the sport being played. If a contest is decided by luck, it has not determined which of the participants is most skillful and so the game is spoiled or, at the very least, has not determined which of the competitors has best met the test of competition. As Nicholas Dixon recently argued, "unlucky losers . . . provide another category of failed athletic contests" (4: p. 17). Some of my own remarks, such as the claim that "competition in sports is supposed to be a test of the athletic ability of persons," also suggest such a view (10: p. 83). Does luck spoil the sports contest? If so, as Sigmund Loland has asked, should the possible influence of luck on sports, good and bad, be minimized (5: p. 88)? Concerns about the role of luck in sport, as Dixon has pointed out, reflect larger concerns about how luck should influence our moral evaluations--concerns raised famously by Thomas Nagel in his paper "Moral Luck" (6). If A and B both drive while intoxicated, and A hits a pedestrian but B, who is just as intoxicated as A, does not injure anyone simply through pure luck, is B any less blameworthy than A? If we view even our character and our skills as unearned consequences of what Rawls has called "the natural lottery," it remains unclear how much of our behavior is truly under our control and how much is attributable to the luck of the draw. Indeed, if one pushes the natural-lottery argument hard enough, it suggests that desert is not a fundamental moral notion and perhaps not applicable to the world of sport at all. If so, the athlete or team that plays best cannot deserve to win in any important sense, because the notion of desert has, at most, limited applicability to sport, and perhaps to all other areas of life, as well. So while the Skill Thesis may suggest that luck spoils the game, some versions of the lottery argument suggest that because of the luck of the initial draw of talents, skills, and abilities, overall outcomes in sports ultimately are more the result of luck than we might think. If so, the significance of claims of athletic desert and merit is greatly reduced, assuming they are not expelled from the playing field altogether. On the contrary, I first want to support and further develop the view, also advanced by Sigmund Loland (5: esp. pp. 87--92), that luck may not always undermine the good sports contest in the way suggested previously, and in some of its manifestations, may even be compatible with the Skill Thesis. It all depends on the kind of luck involved. Indeed, in some cases, it may be plausible to say the athlete in question deserved to be lucky. Second, I want to question whether plausible versions of the lottery argument do eliminate or significantly reduce the significance of desert claims in sports and athletics. While I realize that my arguments need fuller development, I hope to at least ask enough questions to suggest that the role of luck in sports raises issues that may be both complex and interesting and warrant further exploration within the discipline. [ABSTRACT FROM AUTHOR]

The purpose of the present paper was to test the effectiveness of the r-cards in sport performance, and to examine what kind of benefits and challenges the head coach, team manager and female basketball players (N = 12) faced when using the r-cards. Mixed methods were employed to gather specific data to answer the research questions. Inferential statistical analyses were conducted to examine whether players’ performances in terms of their targeted defensive rebound percentage and free-throw percentage differed across the five matches played. No significant differences were found. However, evidence from the qualitative data provides a contrasting but insightful perspective. Subjectively, the r-cards strategy was seen as beneficial because it improved the team’s performance and preparations, helped the players in goal setting, identification of weaknesses, and recognition of effort. In contrast, realistic goal setting, irrelevance of some reflection questions, effort recognition, and feedback to head coach were found challenging in r-cards usage. The paper closes with a critical discussion on the implications for future use of r-cards in the field of sport coaching. [ABSTRACT FROM PUBLISHER]

This cohort study aimed to provide normative Y Balance Test scores for an elite Rugby Union population, while investigating the effect player age groups (senior/under-20), playing positions (forwards/backs) and anthropometrics (height and body mass) had on performance. Two-hundred and sixty-one elite male under-20 (n = 50) and senior (n = 211) players completed baseline Y Balance Test during the 2015/2016 season. One-way ANCOVA and post-hoc t-tests were used to investigate the effect playing position, player group, height and weight had on performance. The cohort was then stratified into groups (age group and/or playing position), and normative percentiles were presented. There was a statistically significant difference (p < 0.05) in Y Balance Test performance between playing positions, when controlling for age group. This difference did not remain when controlling for player body mass. Post-hoc analysis demonstrated that backs had a longer normalised reach distance, with medium-large and small-medium effect sizes for the under-20 and senior cohorts respectively. The one-way ANCOVA analysis suggests that this difference is likely due to the larger differences in player body mass between forward and back playing positions. The normative values presented in this paper may be used by clinicians and researchers to aid injury prevention and rehabilitation strategies. [ABSTRACT FROM AUTHOR]

The influence of training, posture, nutrition or psychological attitudes on an athlete’s career is well described in literature. An additional factor of success that is widely recognized as crucial is the network of matches that an athlete plays during a season. The hypothesis is that the quality of a player’s opponents affects her long-term ranking and performance. Even though the relevance of these factors is widely recognized as important, a quantitative characterization is missing. In this paper, we try to fill this gap combining network analysis and machine learning to estimate the contribution of the network of matches in predicting an athlete’s success. We consider all the official games played by the Italian table tennis players between 2011 and 2016. We observe that the matches network shows scale-free behavior, typical of several real-world systems, and that different structural properties are positively correlated with the athletes’ performance (Spearman , p-value ). Using these findings, we implement three different tasks, such as talent identification, performance and ranking prediction. Results shows consistently that machine learning approaches are able to predict players’ success and that the topological features play an effective role in increasing their predictive power. [ABSTRACT FROM AUTHOR]

There remains limited understanding of the processes and factors which contribute to young footballers being identified as talented. Talent identification is imperative for the development of future elite performers, though most studies conflate talent identification and talent development. Moreover, within the literature there is a lack of operational or procedural distinction for talent identification, causing issues for those researching and working within applied contexts. This paper sought to clarify issues related to talent identification in junior-elite football, offering a review of the extant literature and proposing future directions for applied research. There are unanswered questions associated with how scouts, recruitment staff, and coaches decide what constitutes talent and the importance placed on particular attributes during that process. We suggest that further research into the ascribed processes, observations and perceptions of those involved in talent identification is needed to provide more sound understanding of the talent identification process in football. [ABSTRACT FROM AUTHOR]

The focus of this study was to examine the nature and function of talent identification in category one football academies in the UK. Data were collected from three participant groups: heads of recruitment (n = 12), recruitment staff (n = 18) and scouts (n = 7). Data were collected by means of semi-structured interviews, conducted either face-to-face or via Skype®. Four themes emerged from the data: (1) league structures in junior grassroots football; (2) reflective practice; (3) looking at the whole player; and (4) luck. The paper concludes by suggesting that there are issues that need to be considered by the football association, county football associations and clubs. Those issues include the organization of leagues in junior football, the education of scouts and recruitment staff around reflective practice and understanding how to identify psycho-social attributes whilst identifying talent. [ABSTRACT FROM AUTHOR]