Research Article
Designing New Groups of Tests for Measuring the Technical Performance of the Basketball Players
Department of Athletic Training, Faculty of Physical Education, Mansoura University, Egypt
Playing basketball requires especial skills. The intense, fast-paced action of a typical basketball game simultaneously develops speed, hand-eye coordination and cardiovascular endurance more than any other game, for example, moving quickly back and forth across the court needs specific skills for the lower-body part, while shooting, defending and passing needs specific skills for the upper-body part. Therefore, it is of especial importance to measure the skills and technical performance of basketball players. The laws of the game that are approved and recommended by the Technical Committee of the Federation of International Basketball (FIBA, 2000) urged the specialists and researchers towards the development of the skills and improving the performance of basketball players. This can be achieved by developing the procedures of skills measurement. Therefore, it is essential to use the effective measurements that reflect the real skills of the players. In order to evaluate exactly the level the players, subsequently the level of the whole team.
Besides, Hassanein (2001) confirmed that basketball game requires a great deal of changes in offensive and defensive skills. Accurate measuring of such skills is the appropriate way to compare players with each others (Ambler, 1979; Krause, 1991). The existence of standard tests makes it easier to objectively make these comparisons more accurate. Converting the raw scores derived from these standardized tests, will help in grading and leveling of the players. These tests may include distance, time and/or any other tests. Without the existence of standards for these tests, it will be difficult to determine the degree of the overall performance of the players (Hassanein, 2001).
There is a continuous evolution in the training course and measurements of the level of the players and teams. The continuous modifications of the course of training are to increase the players level, in order to achieve the highest ranks in the tournaments. Such modifications in the course of training also increases and upgrades the level of the individual players, as a result, enriching the players personal skills, the matter which is strongly required in basketball games. There are several players personal skills, e.g., the offensive, jump shooting, rebounds defensive, blocked shots and high jumping. The improvement in the aforementioned skills leads to achieve the best results (Wooden, 1986; Krause, 1991; Mohammed, 1998).
The analytical studies of the World and Olympic basketball championships revealed that the most important changes in basketball player include offensive variables (goal field, 3 points region, free throw, offensive rebounds, 2 points region and assists) and defensive variables (rebounds defensive, turnovers, steal and blocked shots) as well as passing, dribbling and the fast-break. All experts agreed that all basketball players should learn these essential skills (Al-Gendy, 2005; Mohammed, 1998). The most important skills of basketball are the offensive skills; including all types of shooting such as shooting from inside the 2-points region (6.25 m), jump shooting or lay-up shoots and dribbling near the basket, then hand shooting on the basketball while running (using one of the legs followed by lifting the other leg). However, the hand to be shooting should be close to the basket from the right or left (Amin and Abdel-Aziz, 1986; Helal, 1990). All the experts of basketball are in accordance that, shooting the 3-points from outside the arc of 6.25 m, is on the top of skills of basketball in general and offensive in particular. This skill is the most effective in determining the result of basketball games (Kamel, 1990).
The old basketball experts (Moawad, 1986; Wooden, 1986), referred to the importance of shooting skill from places at different distances and angles. This skill avoids the offender from being fooled by the defenders. While shooting, the offender may be exposed to violence from the defender to preventing him from hitting the target. This in turn declares the importance of developing the other offensive skills such as free throw that is implemented because of personal or technical mistake by the defender. The free throw is intended to shoot the ball (from stability) from the free throw line to account one point. Therefore, many championships resolved on the free throw line, i.e., it is possible to beat the other team depending on how the performance of free throw is. It is possible that the offender fails in the performance of the free throw and this shows the great importance of the other offensive skills, i.e., rebounds offensive, which the players should be characterized (Moawad, 1986; Wooden, 1986).
The problem lies in the low level of skill-evaluation of sports in general and basketball in especial. Additionally, it is difficult to measure the technical level of basketball players carefully and objectively. Moreover, the tests of basic skills are not faithfully reflecting the true level of the players. So, the present work was carried out to solve this equation, by finding an objective precision way to measure the real level of basketball players, in which, a group of tests were designed to measure the skills and technical performance of the basketball players, taking in the account the commensuration of the tests with the growing sophistication of the game.
The research used descriptive approach because of its relevance to the nature of the study.
Sample: Out of sixty-three basketball players (Table 1), two groups of players were selected. The first group from Zamalek Club (at the age of 16 years ) as indistinctive group and the second one from Eastern Company Club (the first team for the club) as distinctive group. For different circumstances, some players were ruled out and the final sample was 16 players from each team.
Table 1: | Characteristics of the test sample (N = 63) |
The tested variables: The variables included some tests of skill for basketball as follows; Rebounds defensive, blocked shots, fast break, assistance, free throws, lay-up shooting, 3 points, 2 points, dabbling, rebounds offensive, turnovers, passing and steal.
Experimental procedure: The 2 groups of players were subjected to 39 tests. The two groups are distinct (16 players) and indistinctive (16 players under 16 of age) the statistical significance between the two groups was differentiated using t- test. The stability of the results of the proposed skill tests was examined by the application of the 39 skill tests twice with one-week interval. The first and second application were carried out on the 16 players, the statistical analysis was calculated using the Pearson correlation coefficient.
Since the factor analysis is the most powerful way to know the sincerity of the results, the factorial analysis was performed in order to extract the combination of skill testes that effectively and objectively measure the level of basketball players. Factorial analysis able to detect the most common factors that affect the technical performance of basketball players and also able to summarize and reduce the number factors.
Statistical analysis: All the statistical analyses were performed using the statistical package SPSS. The analysis includes; mean, the standard deviation, T test for significant differences between the groups, correlation coefficient of the proposed skill tests at the first and second and application and finally the factorial analysis. The statistical analysis was done at probability (P) level of p≤0.05.
RESULTS AND DISCUSSION
It is clear from Table 2 the existence of significant differences between the tests applied on distinctive and indistinctive groups. This was confirmed by the value of calculated T that came higher than the tabulated t value (1.697), at the probability level of p≤0.05, which confirms the sincerity of the results of these tests in the measurement of the different variables.
As shown in Table 3, there was significant correlation coefficient (R) between the two the first application and the second application, in all the variables of different tests, which was confirmed by the calculated value of T that came higher than the tabulated value (0.542) at 30 degree of freedom (p≤0.05). These results support the suitability of the results of those tests in the measurement of the test variables. Table 4 shows the value of correlation coefficient between each factor and the other variables of the different tests for the different groups. The data demonstrated the existence of varying degrees of correlation.
Orthogonal rotation: Rotation of the hubs leads to simpler and more systematic of the extracted factors, which facilitates the interpreting of the tested factors and finding the best solutions for the problem (Said, 1986).
Table 2: | Statistical differences between the two tested groups of players using t-test (N = 16 for each group) |
*Value of tabulated t is equal to 1.697, indexed at a degree of freedom of 30 |
From this point of view, simple rotation of factors have been done by orthogonal rotation using the Varimax rotation, which supports this method of rotation to maintain an angle of 90 degrees between the axes, so that the cosine of angle equal to zero, so there is no any relationship between the variables except the perpendicular relationship (non-zero) which mean avoiding the overlapping of the independent factors and the taxonomic groups.
Table 3: | Stability of the proposed skill tests in basketball using correlation coefficient (N = 16 for each application) |
*Value of R is equal to 0.542, indexed at a degree of freedom of 30, ns: not significant |
The aim of orthogonal rotation is; (1) approximation of the values of variance for the factors so, saturation of the factors distributed on the rest of the factors, leading to convergence of the relative importance of the factors and the first factor is liberated from its generalization, moreover, the most of the saturation is positive, (2) reducing of zero saturations and negative effect on factors, which would lead to the exclusion of some variables as saturation factor down to zero and (3) transforms of saturation pattern to the simple structure, to ensure the consistent and uniform of the result (El-Bahi, 1996).
Table 4: | Correlation matrix of factors before orthogonal rotation of the tests |
Table 5 is the correlation matrix of factors after orthogonal rotation (Varimax rotation), in which, it is clear that the values of saturation tests on the tested factors changed and varied in comparison to those of the Table 4. This shows the redistribution of the numeric values of the saturation. The factorial analysis was used to find out the test that measures the technical performance of basketball players. Factorial analysis has the ability to reveal the very common factors that affect the technical performance of basketball players, where the analysis of factors is able to analyze many of basketball skills and minimize them to obtain few skills that accurately measure the tested skills.
Table 5: | Correlation matrix of factors after orthogonal rotation of the test variables (factors) |
Therefore, the analysis of factors is a rigorous scientific brief to reveal the main components of phenomenon. In the present case, the technical performance in basketball was measured accurately and the factors were analyzed to determine the validity of the findings. This is so-called honesty factors (Hassanein, 2001).
By classifying the results of the study, it would be easy to answer the question of the research, which was about the possibility of designing a test to measure the skills in basketball. Through the course of the study, all of the available tests were added and other new tests were designed to develop new measurement of the skills, taking in the account the continuous development in basketball that do not have tests available to measure them. Based on that new design and application of these tests together with the available tests that already used to measure the common variables in basketball skills, the previous question could be answered. The results of factorial analysis concluded that, only twelve tests could be extracted from the twenty-one tests used in the beginning of the study. These 12 tests can objectively measure the technical level of basketball players using the rule on of the used tests.
The results pointed out that, the level of technical performance of the basketball players can be measured through the application of the proposed tests, which categorized under four groups or categories Table 6, which are, (1) the offensive and turnover, (2) the rebound defense and offense, (3) effective assistance and the fast break and (4) stealing the ball and shooting.
The offensive and turnovers: Concerning the tests of the first category (the offensive and turnovers), it is clear from Table 6 that the number of saturated tests of this group is five tests representing 12.82% of the total tests. These testes belonging to the tests that measure the performance of skills, number 33, 29, 16, 19 and 39 (Simpson, 1996).
The rebounds defense and offense: Regarding the second category of tests i.e., rebounds defense and offensive, it was found that the number of saturated tests on this factor was five tests being 12.82% of the total tests.
Table 6: | Orthogonal of test on four groups of the tests for high level basketball player |
This group is designed to tests the performance skills of rebounds defensive and offensive it was saturated with the five tests; 3, 14, 15, 17 and 34 (Ismail, 1995, 1999).
Effective assistance and the fast break: It is clear from the tests of the third category (effective assistance and the fast break) that the numbers of saturated tests is six, which amounted to 15.38% of the total tests and this group (category) is linked to tests that measure the performance skills of assistance and fast break, they occupied the tests number 7, 8, 12, 21, 28 and 32.
Stealing the ball and shooting: Finally, the numbers of saturated tests of the fourth category (stealing the ball and shooting) were five tests (number 4, 15, 23, 30 and 38); representing 12.82% of the total tests and this group is testing the skills of stealing the ball and shooting.
Considering to the four groups that composed the tests of skill in basketball and through the use of factorial analysis, it was found that the tests were in accordance (in their way and direction) with that happen in the basketball game (Mohamed, 1994). So, these combination of testes could be grouped; in binary factors e.g., turnover (the most saturated test), mono-factors such as the free throws or special factors like free throws, rebounds defensive, passing and the fast-Break (Wooten, 1999; Martens, 1990).
Following the procedures described above, it is possible to design some skill tests in order to, objectively, measure the technical level of basketball players. These tested were classified into four group i.e., the offensive and turnovers (turnovers, jump shooting, rebounds offensive free throw and steal), the rebounds defense and offense (rebounds defense, dribbling, dribbling, rebounds offensive and accuracy and speed of passing), effective assistance and the fast break (fast break, fast break, effective assistance, free throws, jump shooting and turnovers), finally, stealing the ball and shooting (blocked shots, dribbling, lay-up shooting, jump shooting and steal).
Using the skill tests designed in the present study is recommended to evaluate, objectively, the technical level of basketball players, as well as, to compare the technical level of local basketball players with international level, as well as to determine the differences in the technical level of the basketball players. Applying these tests periodically on the basketball teams will help in prediction of how the technical level in the future would be. Additionally, to determine the technical level at different ages, as well as to modify the criteria suitable for measuring the technical level of each age. Finally, these tests would help in follow up all new developments of the global variables in the skills techniques and the rules of the game, that are needed to design new tests aligned with the new requirement, which expected to update the basketball in the future.