CC BY
21s
2015 1®
Technical performance analysis of Iran premier league soccer players in 2012-2013 season
Mohsen Javani1*, Mohammadreza Hamedinia1, Kazem Khodaei1
1 Department of Physical Education and Sport Science, Hakim Sabzevari University, Sabzevar, Iran
Abstract:
Background and purpose of study: analysis of IRAN premier league soccer players' technical performance in season 20122013, using a computerized match analysis system (Borhan Mobin Development Management Co, IRAN). Material and methods: in this study, data were obtained from 120 players, who performed in competitions 90 minutes. The players were classified into 3 positional roles: defenders, midfielders and forwards. Technical performance variables analysis included: total passes, total successful passes, pass accuracy, total shots; total shots to target, shot accuracy, ball interception and ball losses. The data were statistically analyzed by one-way ANOVA, Kruskal-Wallis, Mann-Whitney U and Tukey post hoc test. Results: The findings of this study showed that players performed about 45 passes per competition. Midfielders and defenders had significantly higher number of passes than forwards. Pass accuracy was about 67% and there were no significant differences between positional roles. Also, the players performed about 0.8 shots per competition, forwards and midfielders had significantly higher number of shots than defenders. Shot accuracy was about 31%; midfielders and forwards had significantly higher shot accuracy than defenders. Forwards showed significantly lower ball interception and higher ball losses than other positions. Conclusion: The result of this study showed that there were significant differences between some technical actions in positional roles. Therefore, coaches can use this information for individualization of training according to playing positions and for optimization of training in the amateur game.
Keywords:
Technical performance, soccer, specific training, passing, shooting.
Мохсен Джавани, Мохаммадреза Хаме-диниа, Казем Ходаи. Технический анализ выступлений футболистов премьер-лиги Ирана в сезоне 2012-2013 года. Предпосылки и цель исследования: анализ технических характеристик игроков премьер-лиги Ирана в сезоне 2012-2013гг. с использованием компьютеризированной системы анализа матчей (Управление развития сотрудничества Borhan Mobin, Иран). Материал и методы: В данном исследовании были получены данные 120 игроков, которые выступали в соревнованиях 90 минут. Игроки были разделены на 3 позиционные роли: защитники, полузащитники и форварды. Технический анализ переменных показателей включал: общее количество передач, общее количество эффективных передач, точные передачи в обЩем количестве ударов; всего ударов, достигших цели; точность ударов, количество перехватов и потерь мяча. Данные были статистически проанализированы односторонним ANOVA, Kruskal-Wallis, Mann-Whitney U и Tukey специальная тест. Результаты: Результаты этого исследования показали, что игроки выполнили около 45 передач за матч. Полузащитники и защитники имели значительно большее количество передач, чем нападающие. Точность передач был около 67% и не было никаких существенных различий между позиционными ролями спортсменов. Кроме того, игроки выполнили около 0,8 ударов в матче. Нападающие и полузащитники имели значительно большее количество ударов, чем защитники. Точность удара был около 31%. Полузащитники и нападающие имели значительно более высокую точность ударов, чем защитники. Нападающие показали значительно более низкий уровень перехвата мяча и высокие потери мяч, чем защитники и полузащитники. Выводы: результаты этого исследования показали, что существуют значительные различия между некоторыми техническими действиями в позиционных ролях спортсменов. Таким образом, тренеры могут использовать эту информацию для индивидуализации обучения в соответствии с позициями игроков и оптимизации обучения в любительской игры.
Технический анализ, футбольный, специальная подготовка, передачи, удары.
Мохсен Джаваж, Мохаммадреза Ха-мед^а, Казем Ходаг Техжчний ана-лiз вистушв футболюлв прем'ер-л^и 1рану в сезон 2012-2013 року.
Передумови i мета досл1дження: ана-л1з техжчних характеристик гравц1в прем'ер-л1ги 1рану в сезож 2012-2013рр. з використанням комп'ютеризованоТ системи анал1зу матч1в (УправлЫня розвитку сп1вроб1тництва Borhan Mobin, 1ран). Матерал i методи: У даному дослщженж були отримаж дат 120 гравц1в, як1 виступали у змаганнях 90 хвилин. Гравц1 були роздтеж на 3 по-зиц1йн1 рол1: захисники, п1взахисники i форварди. Техжчний анал1з зм1нних показник1в включав: загальна ктькють передач, загальна ктькють ефектив-них передач, точж передачi в загальжй ктькост ударiв; найбтьша ктькють ударiв, як досягли мети; точнють уда-рiв, ктькють перехоплень i втрат м'яча. Даж були статистично проаналiзованi односторонжм ANOVA, Kruskal-Wallis, Mann-Whitney U i Tukey спе^альна тест. Результати: Результати цього дослщження показали, що гравц ви-конали близько 45 передач за матч. ^взахисники i захисники мали значно бтьшу ктькють передач, жж нападни-ки. Точнють передач був близько 67% i не було жяких ютотних вщмЫностей мiж позицшними ролями спортсмежв. ^м того, гравц виконали близько 0,8 ударiв у матчк Нападники i твзахисники мали значно бтьшу ктькють ударiв, жж захисники. Точнiсть ударiв була близько 31%. Пiвзахисники i нападники мали значно бiльш високу точнють ударiв, нiж захисники. Нападники показали значно нижчий рiвень перехоплення м'яча i високi втрати м'яч, жж захисники i тв-захисники. Висновки: результати цього дослщження показали, що iснують зна-чж вiдмiнностi мiж деякими технiчними дiями в позицiйних ролях спортсменiв. Таким чином, тренери можуть викорис-товувати цю iнформацiю для Ыдивщуа-лiзацiТ навчання вiдповiдно до позицiй грав^в i оптимiзацiТ навчання в аматор-ськiй грi.
Техжчний аналiз, футбольний, специальна пдготовка, передач'1, удари.
Introduction
Sports scientists, coaches and athletes are continuously looking for ways to easy and legal improvement of athletic performance (Nevill, Atkinson, & Hughes, 2008). Performance in soccer has been described as the interaction between several factors such as technical, tactical, physical and psychological ones (Stolen, Chamari, Castagna, & Wisloff, 2005). Coaches and scientists need to develop their knowledge about mentioned factors during competition with special reference to playing position. To obtain such information
© Mohsen Javani, Mohammadreza Hamedinia, Kazem Khodaei, 2015
http://dx.doi.org/10.15561/18189172.2015.1012
as well as to collect data, different methods have been proposed in the literature (Barros et al., 2007; Ferrario, Sforza, Dugnani, Michielon, & Mauro, 1999; Toki & Sakurai, 2005). Methods that often used include visual assessment (Bangsbo, Norregaard, & Thorso, 1991) and semi-automatic video analysis (Rienzi, Drust, Reilly, Carter, & Martin, 2000). Semi-automatic computerized technologies are replacing subjective assessment methods (Barros et al., 2007; Bradley et al., 2009; V. Di Salvo, Gregson, Atkinson, Tordoff, & Drust, 2009). These up-to-date systems allow collection of more quick and accurate performance data than other visual assessment methods (Drust, Atkinson, & Reilly, 2007).
Technical or skill-related abilities of players are
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important for success in soccer (Ermanno Rampinini, Impellizzeri, Castagna, Coutts, & Wiskfff, 2009). However, while many studies have analyzed physical performance (Bangsbo, 1994; Bangsbo et al., 1991; Barros et al., 2007; Bradley, Di Mascio, Peart, Olsen, & Sheldon, 2010; V Di Salvo et al., 2007; Ekblom, 1986; Krustrup, Mohr, Ellingsgaard, & Bangsbo, 2005; Mayhew & Wenger, 1985; E. Rampinini et al., 2007; Reilly, 2003; Rienzi et al., 2000), very few studies have investigated technical performance of elite soccer players (Carling & Dupont, 2011; Dellal et al., 2011; Dellal, Wong, Moalla, & Chamari, 2010; Ermanno Rampinini et al., 2009; Russell, Rees, Benton, & Kingsley, 2011; Russell, Rees, & Kingsley, 2013). Dellal et al. (2011) (Dellal et al., 2011) have compared technical and physical performance in FA premier league and La Liga during the 2006-2007 season. They have found that La Liga players won more heading duels (49.32% vs. 48.68%) and performed the same proportion of successful passes (76.17%). In England Premier League, wide midfielders had 20% more ball touches per possession than their La Liga counterparts. Also, they have showed that defenders won more heading and ground duels. In another study, Dellal et al. (2010) (Dellal et al., 2010) have analyzed physical and technical activity of soccer players in French first league with special reference to their playing position. They reported that the players had possession of the ball between 55.5 sec. and 74.2 sec. per match played and midfielders performed successful passes ranging from 75% to 78%, whereas lower values were found for the forwards (71%) and central defenders (63%) respectively. Rampinini et al. (2009) (Ermanno Rampinini et al., 2009) have investigated technical performance during soccer matches of the Italian Serie A league and showed that involvements with the ball, short passes, successful short passes, tackles, dribbling, shots and shots to target were higher in the more successful teams (ranked in the first 5 positions) then in the less successful teams (ranked in the last 5 positions).
This information can provide more profound understanding of technical requirement and may have direct consequences for specific training regimes and talent identification schemes (Dellal et al., 2011). Also, these findings can be a useful tool for individualization of training according to the positional roles and provide a model for planning of training in amateur soccer players (Dellal et al., 2010). Dellal et al. (2011) (Dellal et al., 2011) proved that there are differences in various aspects of physical and technical performance of soccer players in the Spanish and English Leagues according to their playing positions. Therefore, it can be concluded that there are differences in some aspects of technical performance between various leagues and countries. This differences seem to be more obvious between Iran premier league and European leagues due to the differences in playing styles. Because of mentioned reasons in above and unavailability of match analysis studies in Asian leagues especially IRAN premier league, researchers intend to analyse technical performance of soccer players in IRAN
premier league according to their playing position in the 2012-2013 season.
Material and methods
A total of observations of 330 players in the IRAN premier league for2012-2013 season, who had participated in the matches played in Azadi stadium, was analyzed. Data were collected from these matches with the help of multiple-camera match analysis system (Borhan Mobin Development Management Co, IRAN). In this study, in order to compare players' technical performance, only the results of those outfield players, who participated in whole game (90 minutes) (n = 120 players) were used. The players were classified into 3 positional roles: defenders (n=53), midfielders (n=50) and forwards (n= 17). The recorded technical parameters were: total passes, total successful passes, passes accuracy, total shots as well as total shots to target, shots accuracy, ball interception, and ball lost.
All values are expressed as means of ± standard deviations. The normality distribution of the data was checked using the Kolmogorov-Smirnov and Shapiro-Wilk tests. Differences between the positional roles were determined with analysis of variance (ANOVA) and Kruskal-Wallis and Significant main effects of each factor were followed-up with post hoc Tukey pair wise multiple comparison and Mann-Whitney U test. Statistical significance was set at P< 0.05. All statistical analyses were conducted using SPSS (Version18.0; SPSS Inc., Chicago, IL, USA).
Results
The means ± standard deviations of variables, oneway ANOVA and Kruskal-Wallis results and Tukey post hoc and Mann-Whitney U tests' results are showed in Table 1. Technical analysis indicated that defenders and midfielders performed a significantly higher total number of passes than the forwards (P = 0.009, P = 0.001, respectively). They also, performed a significantly greater number of successful passes than forwards (P = 0.01, P = 0.001, respectively) whereas, various playing positions showed no significant difference in pass accuracy (P=0.225).
Midfielders and forwards completed significantly greater total number of shots than defenders (P = 0.001, P = 0.004, respectively). They also, completed significantly greater number of shots to target than defenders (P=0.001, P =0.009, respectively). In addition, shots' accuracy was significantly higher for midfielders and forwards than the same of defenders (P = 0.001, P = 0.016, respectively).
Defenders and midfielders performed significantly greater number of ball interception in comparison with the forwards (P=0.001). Also, forwards showed significantly greater number of ball losses than defenders and midfielders. (P = 0.003, P = 0.001, respectively).
Discussion
The main purpose of this study was to analyze technical activity of IRAN Premier League professional soccer players in season 2012-2013. Results of present study show that players performed about 48 passes per competition. Also, midfielders, defenders and
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Tablel.
Technical characteristics of IRAN Premier League professional soccer players in match
Total of players Forwards Midfielders Defenders P Value
(n=120) (n=17) (n=50) (n=53)
Total of passes 47.67±13.20 37.38±11.52A 47.97±13.06 50.68±12.38 0.001*
Number of successful passes 33.24±11.56 24.39±7.92A 33.63±11.74 35.72±11.16 0.002*
Passes' accuracy % 0.68±0.09 0.65±0.06 0.68±0.1 0.69±0.08 0.225
Total of shots 0.68±0.82 1.19±1.01# 0.85±0.81# 0.35±0.61 0.001*
Number of shots to target Shots' accuracy % 0.33±0.55 0.69±0.68# 0.44±0.63# 0.12±0.30 0.001*
0.27±0.39 0.46±0.40# 0.33±0.43# 0.15±0.32 0.006*
Ball interceptions 14.44±6.01 7.94±6.16A 14.36±5.64 16.61±4.73 0.001*
Ball losses 1.61±1.74 3.14±1.72A 1.62±1.62 1.12±1.58 0.001*
*Significant difference set at p< 0.05 ASignificant difference with Midfielders #Significant difference with Defenders
forwards performed about 48, 51 and 37 passes per competition respectively. Defenders and midfielders performed significantly greater total number of passes than the forwards. Also, players in this league need to achieve success rate 68% in passing the ball. However, midfielders, defenders and forwards attained pass accuracy about 68%, 69% and 65% respectively. Various positions showed no significant difference in pass accuracy. The current study revealed different findings that differ considerably from other leagues' results, especially at European leagues level. Russell et al. (2013) have investigated technical demands of soccer match play in the English championship. They reported that players performed about 59 passes per competition, also, in the same way, they showed that percentage of successful passes was about 77% (Russell et al., 2013). On the other hand, our findings approximately were similar to the findings reported by carling and DuPont (2011) (Carling & Dupont, 2011). They reported that midfielders of one team in French league performed 43 passes per competition and percentage of successful passes was about 68%. In the other study, Dellal et al. (2011) (Dellal et al., 2011) compared physical and technical performance of players in FA premier league and La Liga and reported that passes' accuracy in both leagues was about 77%, that for midfielders, defenders and forwards in England league were 79, 78 and 70% respectively and in Spanish league it was 78, 78 and 74% respectively. According to the reports it seems that the observed differences in results of studies may be related to teams'playing styles in various leagues. Moreover, it seems that teams that prefer short passes and occasional use of long and direct passes have higher number of passes and also higher passes' accuracy. Therefore, in IRAN league passes' number and accuracy are less than the some European leagues and it may be related to more frequent use of long and direct passes, as well as to challenging playing styles of teams in IRAN league.
In present study, players performed about 0.7 shots per competition. The total of forwards' (1.19 shots per
competition) midfielders' (0.85) shots was significantly higher than defenders' (0.35). This may be related to the fact that forwards and midfielders are close to the opponent's goal and have more opportunity for shots to the opponent's goal. Shot accuracy was about 27% for all players. The forwards' (46%) and midfielders' (36%) shot accuracy was significantly higher in comparison with defenders (15%). These differences can be explainable due to position-related technical tasks. Rampinini et al. (2009) have investigated technical characteristics of Italian Serie A league and reported that average of total shots for players of the more successful teams were 1.8 shots and for players of the less successful teams were 1.2 shots per competition (Ermanno Rampinini et al., 2009). This information shows that total number of shots in IRAN Premier League's players is even less than of the less successful teams (ranked in the last 5 positions) in Italian Serie A league. In another study, Carling and Dupont (2011) have investigated skill-related performance when competing in successive matches within short time. They reported that midfielders performed about 2 shots in the first match in the sequence and 1.3, 2.5 shots in the second and third matches respectively (Carling & Dupont, 2011). One of the other potential reasons is that IRAN premier league played the most times of match in center of field and less played in one third of the opponent's defense and for this reason the number of shots in IRAN Premier League are less than European Leagues.
In this study, quantity of ball interceptions was 14 per competition. Whereas, Russell et al. (2011) reported that mean number ball interception was 5 per competition in the soccer players from junior department of a club that competes in English championship. Also, in this study midfielders and defenders had significantly higher quantity of ball interceptions than forwards (Russell et al., 2011). This can be related to technical and tactical tasks of positional roles. Mean number of ball losses in present study was 1.6 per competition; forwards showed more balls losses than other playing positions. This result is similar to the findings reported by Dellal
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et al. (2010) (Dellal et al., 2010) that forwards showed greater ratio of ball losses in possession than the other playing position and central defenders had the lowest ratio of ball losses in possession. This can be related to positional characteristics of forwards, because they need to use dribbling more frequently and endure higher risk than other positions. Also, a ball loss by midfielder and particularly by defenders is very dangerous for the team because the opposing players are very close to the goal and have an unbalanced defense.
Conclusion
In general, the results of present study show the technical demands of IRAN premier league players according to their playing position and indicate that there are significant differences in some technical characteristics
of positional roles. Consequently, coaches can use this information for individualization of training according to playing position and also for training optimization in the amateur game. Also, such information can be used by persons responsible for technical training of soccer players in order to increase the specificity of used before training procedure and during competitions. In addition, our findings exhibit that number of total passes, passes' accuracy, number of total shots, and shot accuracy of players in IRAN Premier League's players are lower than in European leagues such as English FA premier league, Spanish La Liga and Italian Serie A leagues. Therefore, Iranian coaches should emphases the mentioned technical actions to obtain better results.
References
1. Bangsbo J. The physiology of soccer--with special reference to intense intermittent exercise. Acta Physiol Scand Suppl; 1994;619:1-155.
2. Bangsbo J, Norregaard L, & Thorso F. Activity profile of competition soccer. Can J Sport Sci; 1991;16(2):110-116.
3. Barros RM, Misuta MS, Menezes RP, Figueroa PJ, Moura FA, Cunha SA, Leite NJ. Analysis of the distances covered by first division brazilian soccer players obtained with an automatic tracking method. J Sports Sci Med; 2007;6(2):233-242.
4. Bradley PS, Di Mascio M, Peart D, Olsen P, & Sheldon B. High-intensity activity profiles of elite soccer players at different performance levels. J Strength Cond Res; 2010;24(9):2343-2351. http://dx.doi.org/10.1519/JSC.0b013e3181aeb1b3
5. Bradley PS, Sheldon W, Wooster B, Olsen P, Boanas P, & Krustrup P. High-intensity running in English FA Premier League soccer matches. J Sports Sci; 2009;27(2):159-168. http://dx.doi.org/10.1080/02640410802512775
6. Carling C, & Dupont G. Are declines in physical performance associated with a reduction in skill-related performance during professional soccer match-play? J Sports Sci; 2011;29(1):63-71. http://dx.doi.org/10.1080/02640414.2010.521945
7. Dellal A, Chamari K, Wong DP, Ahmaidi S, Keller D, Barros R, Carling C. Comparison of physical and technical performance in European soccer match-play: FA Premier League and La Liga. European Journal of Sport Science; 2011;11(1):51-59.
8. Dellal A, Wong DP, Moalla W, & Chamari K. Physical and technical activity of soccer players in the French First League-with special reference to their playing position: original research article. InternationalSportMed Journal; 2010;11(2):278-290.
9. Di Salvo V, Baron R, Tschan H, Calderon Montero F, Bachl N, & Pigozzi F. Performance characteristics according to playing position in elite soccer. International journal of sports medicine; 2007;28(3):222-230.
10.Di Salvo V, Gregson W, Atkinson G, Tordoff P, & Drust B. Analysis of high intensity activity in Premier League soccer. Int J Sports Med; 2009;30(3):205-212. http://dx.doi.org/10.1055/s-0028-1105950
11.Drust B, Atkinson G, & Reilly T. Future perspectives in the evaluation of the physiological demands of soccer. Sports Med; 2007;37(9):783-805.
12.Ekblom B. Applied physiology of soccer. Sports Medicine; 1986;3(1):50-60.
13.Ferrario VF, Sforza C, Dugnani S, Michielon G, & Mauro F. Morphological variation analysis of the repeatability of soccer offensive schemes. J Sports Sci; 1999;17(2):89-95. http://dx.doi.org/10.1080/026404199366181
14.Krustrup P, Mohr M, Ellingsgaard H, & Bangsbo J. Physical demands during an elite female soccer game: importance of training status. Med Sci Sports Exerc; 2005;37(7):1242-1248.
15.Mayhew S, & Wenger H. Time-motion analysis of professional soccer. Journal of Human Movement Studies; 1985;11(1):49-52.
16.Nevill A, Atkinson G, & Hughes M. Twenty-five years of sport performance research in the Journal of Sports Sciences. J Sports Sci; 2008;26(4):413-426. http://dx.doi.org/10.1080/02640410701714589
17.Rampinini E, Bishop D, Marcora SM, Ferrari Bravo D, Sassi R, & Impellizzeri FM. Validity of simple field tests as indicators of match-related physical performance in top-level professional soccer players. Int J Sports Med; 2007;28(3):228-235. http://dx.doi. org/10.1055/s-2006-924340
18.Rampinini E, Impellizzeri FM, Castagna C, Coutts AJ, & Wisl0ff U. Technical performance during soccer matches of the Italian Serie A league: Effect of fatigue and competitive level. Journal of Science and Medicine in Sport; 2009;12(1):227-233.
19.Reilly T. Motion analysis and physiological demands. Science and soccer, 2003;2:59-72.
20.Rienzi E, Drust B, Reilly T, Carter J, & Martin A. Investigation of anthropometric and work-rate profiles of elite South American international soccer players. J Sports Med Phys Fitness; 2000;40(2):162-169.
21.Russell M, Rees G, Benton D, & Kingsley M. An exercise protocol that replicates soccer match-play. Int J Sports Med; 2011;32(7):511-518. http://dx.doi.org/10.1055/s-0031-1273742
22.Russell M, Rees G, & Kingsley MI. Technical demands of soccer match play in the English championship. J Strength Cond Res; 2013;27(10):2869-2873. http://dx.doi.org/10.1519/JSC.0b013e318280cc13
23.Stolen T, Chamari K, Castagna C, & Wisloff U. Physiology of soccer: an update. Sports Med; 2005;35(6):501-536.
24.Toki S, & Sakurai S. Quantitative match analysis of soccer games with two dimensional DLT procedures. Paper presented at the XXth Congress of International Society of Biomechanics, Cleveland-USA; 2005.
Информация об авторах: Мохсен Джавани; http://orcid.org/0000-0003-1626-7060; [email protected]; Департамент физиологии упражнений, Хаким Забзевар университет; г.Товхид, 9617976487, Забзевар, Хорасан Разави, Иран.
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Information about the authors: Mohsen Javani; http://orcid.org/0000-0003-1626-7060; [email protected]; Department of exercise physiology, Hakim Sabzevari University; Tovhid town, 9617976487, Sabzevar, Khorasan Razavi, Iran.
Мохаммадреза Хамединиа; http://orcid.org/0000-0003-0646-5725; [email protected]; Департамент физиологии упражнений, Хаким Забзевар университет; г.Товхид, 9617976487, Забзевар, Хорасан Разави, Иран.
Казем Ходаи; http://orcid.org/0000-0003-1566-2851; [email protected]; Департамент физиологии упражнений, Хаким Забзевар университет; г.Товхид, 9617976487, Забзевар, Хорасан Разави, Иран.
Цитируйте эту статью как: Мохсен Джавани, Мохаммадреза Хамединиа, Казем Ходаи. Технический анализ выступлений футболистов премьер-лиги Ирана в сезоне 20122013 года. // Педагогжа, психолопя та медико-бюлопчш проблеми ф1зичного виховання i спорту. - 2015. - N10. - С. 77-81. http://dx.doi.org/10.15561/18189172.2015.1012
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Дата поступления в редакцию: 30.07.2015 Принята: 15.08.2015; Опубликована: 20.08.2015
Mohammadreza Hamedinia; http://orcid.org/0000-0003-0646-5725; [email protected]; Department of exercise physiology, Hakim Sabzevari University; Tovhid town, 9617976487, Sabzevar, Khorasan Razavi, Iran.
Kazem Khodai; http://orcid.org/0000-0003-1566-2851; [email protected]; Department of exercise physiology, Hakim Sabzevari University; Tovhid town, 9617976487, Sabzevar, Khorasan Razavi, Iran.
Cite this article as: Mohsen Javani, Mohammadreza Hamedinia, Kazem Khodaei. Technical performance analysis of iran premier league soccer players in 2012-2013 season. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;10:77-81. http://dx.doi. org/10.15561/18189172.2015.1012
The electronic version of this article is the complete one and can be found online at: http://www.sportpedagogy.org.ua/html/arhive-e.html
This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (http://creativecommons.org/licenses/ by/3.0/deed.en).
Received: 30.07.2015
Accepted: 15.08.2015; Published: 20.08.2015
