(PDF) Quantitative Analysis of Distances Covered by Professional
Research paper how to shoot basketball
(PDF) The Physical and Physiological Demands of Basketball Training and
12+ Free Basketball Evaluation Forms
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Sports analytics
1. Introduction. Players' performance prediction by using current and past data has gained attention, particularly in basketball [1], [2].Sports analytics and forecasting through these data is a rapid growing field with many methods that can be implemented from a different perspective for each situation [3].In a team, and specifically for the technical staff and coaches, the knowledge of ...
Effect of core training on athletic and skill performance of basketball
Review articles, conference papers, book chapters, or unpublished articles. ... First, there is a dearth of researchon professional male basketball players. Second, research on other athletic and skill performances, such as endurance, flexibility, and basketball defensive skills, is lacking. Finally, the current review did not consider the ...
Modeling Player and Team Performance in Basketball
In recent years, analytics has started to revolutionize the game of basketball: Quantitative analyses of the game inform team strategy; management of player health and fitness; and how teams draft, sign, and trade players. In this review, we focus on methods for quantifying and characterizing basketball gameplay. At the team level, we discuss methods for characterizing team strategy and ...
PDF Performance analysis in basketball players
Performance analysis and player profiling are essential components of understanding and improving athletic performance in basketball. In recent years, advancements in technology and data analytics have transformed the way performance data is collected, analyzed, and utilized in basketball. This research paper aims to contribute to the growing ...
Training methods and evaluation of basketball players' agility quality
Although researchers have more and more training methods and means for basketball players' agility qualities, existing research primarily focuses on investigating the effects of different training methods or loads on agility performance, these training effects have not yet been systematically and comprehensively sorted out. ... Participants are ...
Exploring Game Performance in the National Basketball Association Using
Recent player tracking technology provides new information about basketball game performance. The aim of this study was to (i) compare the game performances of all-star and non all-star basketball players from the National Basketball Association (NBA), and (ii) describe the different basketball game performance profiles based on the different game roles. Archival data were obtained from all ...
Performance Changes in NBA Basketball Players Vary in Starte ...
(S) with nonstarters (NS), on their ability to maintain strength, power, and quickness during a competitive National Basketball Association (NBA) season. Twelve NBA players were assessed at the beginning and end of the competitive season. However, because of trades and injury, only 7 (S = 4, NS = 3) players (28.2 ± 3.4 years; 200.9 ± 9.4 cm; 104.7 ± 13.9 kg; 7.2 ± 1.9% body fat ...
A Bayesian network to analyse basketball players ...
In this paper, we focus on basketball, a sports pioneer in using analytic tools, and data from the National Basketball Association (NBA). As far as the literature on statistics in basketball is concerned, many of the proposed approaches can be traced back to the Bill James's Sabermetrics approach in baseball (James, 1984 , 1987 ).
Frontiers
1 Sport Science Department, Universidad Politécnica de Madrid, Madrid, Spain; 2 Institute of Sport Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania; The aim of the present study was to analyze the changes of game-related statistics in expert players across their whole sports careers. From an initial sample including 252 professional basketball players competing in ...
(PDF) The Underpinning Factors of NBA Game-Play Performance: A
attempt to systematically amalgamate and appraise the scientific literature published in the XXI. Century, following a constraints-led approach (CLA). In particular, two underpinning factors of ...
PDF To what extent does the height of an NBA player impact their performance?
This research paper aims to statistically analyze data pertaining to the height and defensive and offensive performance of a sample population of NBA players from the 2022-2023 season to determine whether height truly ... stress, and concentration affect a basketball player's performance immensely. In a paper published by Hannibalsson (2018 ...
Modeling the influence of basketball players' offense roles on team
2.1. Sample and variables. The research data was obtained from the sports data website Synergy, 1 and we gained the license to use play-type related data and video. Table 1 presents the category of 11 play types in basketball, these indicators are considered standardized and cover all scoring attempts in the game of basketball, and they were able to translate the team's tactical decisions ...
Sports analytics
This research attempts to gather all the proper analytics used in sports as state-of-the-art performance indicators through sports data in decision making for basketball games, teams and players. Data mining is looking for unknown structure and data analytics [11], [12]. Hence, this could help decision-making and predict uncertain data [13].
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Feature papers represent the most advanced research with significant potential for high impact in the field. ... In turn, basketball research has readily used game-related statistics (3% of PubMed studies in 2019) to describe player and team performance, which provide an expansive reservoir of data, usually publicly available, to link outcomes ...
Training load and match-play demands in basketball based on ...
Basketball is a court-based team-sport that requires a broad array of demands (physiological, mechanical, technical, tactical) in training and competition which makes it important for practitioners to understand the stress imposed on the basketball player during practice and match-play. Therefore, the main aim of the present systematic review is to investigate the training and match-play ...
Effect of core training on athletic and skill performance of basketball
A limited number of studies focus on the effect of core training on basketball players' athletic performance and skills. This systematic reviewaimed to comprehensively and critically review the available studies in the literature that investigate the impact of core training on basketball players' physical and skill performance, and then offer valuable recommendations for both coaches and ...
Research on visual search behaviors of basketball players at different
Participants. The sample size was estimated using G*Power3.1.9 software. The sample size considerer the effect size of 0.80, an alpha level of 0.05, the power of 0.80, and two tails.
Predicting National Basketball Association Players Performance and
The first step for data preparation was to merge the above first and second datasets so the target variable AllStar would be created. As there was no missing value and a unique combination, two variables: Year and Player, were used as primary and foreign keys among datasets.Player had to be standardized as "First name - Last name" format and any specialized symbol attached was removed.
Research of visual attention in basketball shooting: A systematic
Proficiency in basketball demands players to master many specific skills 1 of which shooting is one of the most important, complex, and challenging. 2 It requires precision in order to throw a basketball through the basket rim and gain advantage over the opponent by scoring a point. During a senior game under FIBA rules, an average of eighty shot attempts are made by a single team.
Mental Fatigue and Basketball Performance: A Systematic Review
Overall, this review shows that MF can harm basketball players' performances in terms of efficiency, total turnover, free throws, take-the-first heuristics, decision-making, and three-point shots. ... and Lee, R. (2004). Standard quality assessment criteria for evaluating primary research papers from a variety of fields: AHFMRHTA Initiative ...
The effects of sport expertise and shot results on basketball players
The purpose of the present cross-sectional study was to clarify the effects of sport expertise and shot results on the action anticipation of basketball players. Eighty-eight male subjects participated in this study, namely, 30 collegiate basketball players, 28 recreational basketball players and 30 non-athletes. Each participant performed a shot anticipation task in which he watched the ...
Improving Practice and Performance in Basketball
Most research conducted in basketball has focused on athletic populations. For instance, a review of the 228 studies returned on PubMed for "basketball" in 2019 (up to August 9th) indicates over 25% of studies focused on the incidence, treatment, rehabilitation, or screening of injuries, while 11% of studies described physical, fitness, or functional attributes in competitive basketball ...
(PDF) Motivation of basketball players: a random-effects logit model
Ra n dom intercept logit model. To properly address the multilevel data structure, consisting in multiple observations per. team, the probability of winning is modelled through a random-intercept ...
Leveraging Machine Learning to Predict National Basketball Association
In the high-intensity world of the National Basketball Association(NBA), injuries are a pervasive and complex issue that significantly impacts team dynamics, player careers, and organizational strategies. NBA players face a variety of injuries, including muscle strains, ligament tears, bone fractures, sprains, and tendonitis, among others. Factors contributing to injury risk encompass a wide ...
IMAGES
COMMENTS
1. Introduction. Players' performance prediction by using current and past data has gained attention, particularly in basketball [1], [2].Sports analytics and forecasting through these data is a rapid growing field with many methods that can be implemented from a different perspective for each situation [3].In a team, and specifically for the technical staff and coaches, the knowledge of ...
Review articles, conference papers, book chapters, or unpublished articles. ... First, there is a dearth of researchon professional male basketball players. Second, research on other athletic and skill performances, such as endurance, flexibility, and basketball defensive skills, is lacking. Finally, the current review did not consider the ...
In recent years, analytics has started to revolutionize the game of basketball: Quantitative analyses of the game inform team strategy; management of player health and fitness; and how teams draft, sign, and trade players. In this review, we focus on methods for quantifying and characterizing basketball gameplay. At the team level, we discuss methods for characterizing team strategy and ...
Performance analysis and player profiling are essential components of understanding and improving athletic performance in basketball. In recent years, advancements in technology and data analytics have transformed the way performance data is collected, analyzed, and utilized in basketball. This research paper aims to contribute to the growing ...
Although researchers have more and more training methods and means for basketball players' agility qualities, existing research primarily focuses on investigating the effects of different training methods or loads on agility performance, these training effects have not yet been systematically and comprehensively sorted out. ... Participants are ...
Recent player tracking technology provides new information about basketball game performance. The aim of this study was to (i) compare the game performances of all-star and non all-star basketball players from the National Basketball Association (NBA), and (ii) describe the different basketball game performance profiles based on the different game roles. Archival data were obtained from all ...
(S) with nonstarters (NS), on their ability to maintain strength, power, and quickness during a competitive National Basketball Association (NBA) season. Twelve NBA players were assessed at the beginning and end of the competitive season. However, because of trades and injury, only 7 (S = 4, NS = 3) players (28.2 ± 3.4 years; 200.9 ± 9.4 cm; 104.7 ± 13.9 kg; 7.2 ± 1.9% body fat ...
In this paper, we focus on basketball, a sports pioneer in using analytic tools, and data from the National Basketball Association (NBA). As far as the literature on statistics in basketball is concerned, many of the proposed approaches can be traced back to the Bill James's Sabermetrics approach in baseball (James, 1984 , 1987 ).
1 Sport Science Department, Universidad Politécnica de Madrid, Madrid, Spain; 2 Institute of Sport Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania; The aim of the present study was to analyze the changes of game-related statistics in expert players across their whole sports careers. From an initial sample including 252 professional basketball players competing in ...
attempt to systematically amalgamate and appraise the scientific literature published in the XXI. Century, following a constraints-led approach (CLA). In particular, two underpinning factors of ...
This research paper aims to statistically analyze data pertaining to the height and defensive and offensive performance of a sample population of NBA players from the 2022-2023 season to determine whether height truly ... stress, and concentration affect a basketball player's performance immensely. In a paper published by Hannibalsson (2018 ...
2.1. Sample and variables. The research data was obtained from the sports data website Synergy, 1 and we gained the license to use play-type related data and video. Table 1 presents the category of 11 play types in basketball, these indicators are considered standardized and cover all scoring attempts in the game of basketball, and they were able to translate the team's tactical decisions ...
This research attempts to gather all the proper analytics used in sports as state-of-the-art performance indicators through sports data in decision making for basketball games, teams and players. Data mining is looking for unknown structure and data analytics [11], [12]. Hence, this could help decision-making and predict uncertain data [13].
Feature papers represent the most advanced research with significant potential for high impact in the field. ... In turn, basketball research has readily used game-related statistics (3% of PubMed studies in 2019) to describe player and team performance, which provide an expansive reservoir of data, usually publicly available, to link outcomes ...
Basketball is a court-based team-sport that requires a broad array of demands (physiological, mechanical, technical, tactical) in training and competition which makes it important for practitioners to understand the stress imposed on the basketball player during practice and match-play. Therefore, the main aim of the present systematic review is to investigate the training and match-play ...
A limited number of studies focus on the effect of core training on basketball players' athletic performance and skills. This systematic reviewaimed to comprehensively and critically review the available studies in the literature that investigate the impact of core training on basketball players' physical and skill performance, and then offer valuable recommendations for both coaches and ...
Participants. The sample size was estimated using G*Power3.1.9 software. The sample size considerer the effect size of 0.80, an alpha level of 0.05, the power of 0.80, and two tails.
The first step for data preparation was to merge the above first and second datasets so the target variable AllStar would be created. As there was no missing value and a unique combination, two variables: Year and Player, were used as primary and foreign keys among datasets.Player had to be standardized as "First name - Last name" format and any specialized symbol attached was removed.
Proficiency in basketball demands players to master many specific skills 1 of which shooting is one of the most important, complex, and challenging. 2 It requires precision in order to throw a basketball through the basket rim and gain advantage over the opponent by scoring a point. During a senior game under FIBA rules, an average of eighty shot attempts are made by a single team.
Overall, this review shows that MF can harm basketball players' performances in terms of efficiency, total turnover, free throws, take-the-first heuristics, decision-making, and three-point shots. ... and Lee, R. (2004). Standard quality assessment criteria for evaluating primary research papers from a variety of fields: AHFMRHTA Initiative ...
The purpose of the present cross-sectional study was to clarify the effects of sport expertise and shot results on the action anticipation of basketball players. Eighty-eight male subjects participated in this study, namely, 30 collegiate basketball players, 28 recreational basketball players and 30 non-athletes. Each participant performed a shot anticipation task in which he watched the ...
Most research conducted in basketball has focused on athletic populations. For instance, a review of the 228 studies returned on PubMed for "basketball" in 2019 (up to August 9th) indicates over 25% of studies focused on the incidence, treatment, rehabilitation, or screening of injuries, while 11% of studies described physical, fitness, or functional attributes in competitive basketball ...
Ra n dom intercept logit model. To properly address the multilevel data structure, consisting in multiple observations per. team, the probability of winning is modelled through a random-intercept ...
In the high-intensity world of the National Basketball Association(NBA), injuries are a pervasive and complex issue that significantly impacts team dynamics, player careers, and organizational strategies. NBA players face a variety of injuries, including muscle strains, ligament tears, bone fractures, sprains, and tendonitis, among others. Factors contributing to injury risk encompass a wide ...