Participants
The tests were conducted in the Laboratory of Muscle Strength and Power and the sports hall of the Jerzy Kukuczka Academy of Physical Education in Katowice. Fifty right-footed female soccer players playing in the Ekstraliga participated in the study. Due to exclusion criteria introduced during the study, 20 players were excluded. Ultimately, the results obtained by 30 participants were analyzed (age=23±3 years; height=165.9±5.07 cm; body mass=57.58±5.09 kg; training experience=4±0.98 years; body fat percentage=15.68±3.7%; muscle mass=27.03±2.22 kg; lean body mass=48.45±3.73 kg).
The players were informed that they could withdraw from the experiment at any stage without giving a reason. The tests performed did not pose a health risk to the participants, and the study was non-invasive. Participation in the experiment was voluntary, and the players could withdraw at any stage. The research protocol was approved by the University Bioethical Committee for Research at the Jerzy Kukuczka Academy of Physical Education in Katowice (Bioethical Committee Resolution No. 3/2021), all participants signed informed consent forms and all experiments were performed in accordance with relevant guidelines and regulations.
Inclusion and Exclusion Criteria
Inclusion criteria for the study group were: participation in top-level league competitions in Poland, medical qualification confirming no neuromuscular and musculoskeletal disorders, at least 60% of matches played in the Ekstraliga over the past two years, female gender, regular menstrual cycle, and dominant right lower limb. Exclusion criteria were: dominant left lower limb, less than three years of training experience in the Ekstraliga, age below 20 years, movement apparatus injuries in the last twelve months, menstrual pain (self-reported).
Participants were asked to maintain their usual dietary habits and proper sleep hygiene throughout the study. They were also asked to avoid any supplements or stimulants 24 hours before the sessions. The participants were informed about the protocol and course of the study, and they provided written consent to participate.
Analytical Procedures and Research Methods
The percentage difference in relative strength and power between the lower limbs obtained from strength tests was determined using the following formula [28]:
MODULUS.NUMBER ((RLL÷LLL))x100
where: RLL – right lower limb; LLL – left lower limb
The Modulus.Number formula was used to avoid negative results and to assess only the difference in relative strength and power between the lower limbs, not the dominance of one of them. For further analysis, a randomization threshold was determined to divide into two groups - G1 - a group with lower asymmetry in muscle strength and power, and G2 - a group with greater asymmetry in muscle strength and power. The threshold value qualifying for the group was determined using the formula [29, 30]: MEAN+(0.2×SD). A result equal to or below the threshold defined group G1 "with lower asymmetry," and a result above the threshold defined group G2 "with greater asymmetry." It should be emphasized that the level of asymmetry in no way allows determining the strength and power results achieved by the players. Only the impact of differences in muscle strength and power between the lower limbs was examined. Depending on the test used to assess the strength and power of a single limb, different values were obtained. Therefore, some players were classified into group G1 or G2 depending on the test. The group sizes determined after the maximum vertical single-leg jumps test (MVSLJ) were (G1 n=14, G2 n=16), after the lateral single-leg jumps test (LSLJ ) (G1 n=14, G2 n=16), as well as peak power tests for leg press (PPLP) (G1 n=16, G2 n=14), and after the single-leg squat test (SLS) (G1 n=16, G2 n=14).
The material was collected in two measurement periods. These were the winter preparatory period (30 players divided into two groups of 15, the first group on days 1 and 4 of the week, the second group on days 2 and 5 of the week) and the summer period (20 players divided into two groups of 10, the first group on days 1 and 4 of the week, the second group on days 2 and 5 of the week). Each participant completed the same test protocol. During the informational session, participants were familiarized with the course of the physical fitness tests. A standardized warm-up protocol preceded each test session: 10 minutes of cycling on an ergometer with a cadence of 70-80 revolutions per minute and an external load allowing for a power output of 100 W, followed by two circuits consisting of: arm circles (forward and backward), forward bends, side bends, forward, side, and backward lunges, leg swings (forward, side, and backward), and squats, with 10 repetitions of each exercise. Then, to increase neuromuscular activation, each participant performed 2 repetitions of 5m acceleration, deceleration, jumps, and sprints.
On the first day of the measurement session, after the warm-up, the players performed speed tests. After a 15-minute break, they performed 10 repetitions of side lunges, forward lunges, backward lunges, and squats to maintain body temperature, followed by maximum power tests (1RM) on the Keiser Leg Press [PPLP] and Keiser Squat [SLS] devices according to the procedure described by Earle [31].
On the second day of the session, after the warm-up, participants conducted jump tests: maximum vertical single-leg jumps (MVSLJ ) and lateral single-leg jumps (LSLJ), as well as peak power tests for leg press (PPLP) and single-leg squat (SLS) with an external load of 50% 1RM. Before starting the exercise, the participants received a start signal (verbal command "GO") and began the exercise within 10 seconds. Each session was performed with a 72-hour rest period from resistance training at the same time of day (between 10:00 - 11:30).
Test on the Force Plate Platform ForceDecks FD4000 Dual Force Platforms (Vald, UK)
The protocol for the MVSLJ jump was as follows: participants, standing on the platform, after stabilizing the starting position on one leg, performed a downward swing, lowering the center of gravity, and a maximum upward jump, landing on the platform with the same leg (arm movement was allowed). The task was to jump as high as possible.
For the LSLJ jump: Participants, standing on the platform in the same position as during the vertical jump, performed a downward swing by lowering the center of gravity and a maximum lateral jump, landing next to the platform on the other leg. The task was to jump as far as possible. The highest value from three attempts in each jump was used for measurement. A 10-second break was applied between repetitions, and a 3-minute break between jumps on the right and left leg. A 3-5 minute rest break was applied between jump tests to allow for ATP and PCr recovery [32].
Maximal Strength Test 1 RM on Keiser Leg Press and Keiser Squat Pneumatic Devices
The test started with 5-10 repetitions with a load of 50% of body weight. For the next 3-5 repetitions, the load was increased to 120% of body weight [13]. The test, involving 3-5 attempts, aimed to determine the maximum muscle strength level of each participant. If a participant could perform 5 repetitions, they continued according to the Earle procedure; if they could not perform more than 5 repetitions, their 1RM was estimated using the formula (Baechle et al., 2008):
1RM=load×(1+0.333×number of repetitions)
Keiser Leg Press Test (Keiser, USA)
The test involved single-leg seated leg press (PPLP). The adjustable seated position protected the lower back, keeping it stabilized, allowing for better stretching of the gluteal muscles, making them more active during the exercise. The knee joint angle between the thigh and lower leg was 90°. The lower limb not involved in the test was bent at the knee joint next to the seat. The movement was performed through the full anatomical range [33, 34]. After the warm-up phase, participants performed familiarization sets: 2 times with the right lower limb (PKD), 2 times with the left lower limb (LKD) at 30% RM, and after a 1-minute break, proceeded to the test: 3 times with the right lower limb (PKD) and 3 times with the left lower limb (LKD) with a load of 50% RM. A 10-second break was applied between repetitions, and a 3-minute rest period between attempts with the right and left lower limbs [32].
Keiser A300 Squat Test (Keiser Corporation, USA) [SLS - Single-Leg Squat]:
The test started from a squat position, with a 90° angle between the thigh and lower leg, shoulders under the load arms, and hands holding the grips. The starting position was without external resistance. This means that the bar regulating the load arms was inserted so that the weight was felt only during the upward movement. The movement involved a rapid explosive extension of the knee from a single-leg squat with the trailing leg in the air with a 50% 1RM load. The same start command, rest breaks, and the number of repetitions in the warm-up and test were applied as in the previous protocol (Leg Press). The best result from 3 attempts was used for analysis.
Measurement of Change-of-Direction Speed
The measurement of change-of-direction speed was conducted using two tests: the 505 test [35, 36] and the Zigzag test [37]. The players performed each test twice, and the better result was used in the analysis. Between each attempt and test, the players had a 3-minute rest period to allow for adenosine triphosphate (ATP) and phosphocreatine (PCr) resynthesis [32]. The participants started from a standing position with their preferred foot forward, 0.3 meters behind the starting line.
In the 505 test, the player started 10 meters before the first timing gate to ensure they were at full speed upon passing through it. After passing through the gate, the player continued running for an additional 5 meters to a turning line marked on the ground. At the turning line, the player was required to place one foot on or behind the line and perform a single 180° change of direction. They then accelerated back and ran 5 meters back through the timing gate, completing the test (Figure 1). The total timed distance from the timing gate to the turning line and back was 10 meters. Each participant was thoroughly familiarized with the movement patterns and was required to perform two successful trials, executing the turn using both the right (dominant) and left foot. The 505 test has been frequently used to assess change-of-direction speed in soccer [35, 36].
In the Zigzag test, the course consisted of four 5-meter sections marked by cones set at an angle of 100° [37]. The player had to run a total distance of 20 meters, changing direction by 100° every 5 meters (Figure 2). The test was performed twice, and the best result was recorded. The Zigzag test requires alternating acceleration, deceleration, and changes of running direction, similar to match situations, and has been used to assess change-of-direction speed in elite female athletes [38, 39, 40].
Statistical Analysis
To address the research problem, empirical and exploratory analyses of a comparative and model nature were applied [41-43].
Since peak power and maximum concentric force values were expressed in values considering fat-free mass (FFM), the FFM value was calculated using the formula:
FFM=TBM−FM
where:
FFM - fat-free mass
TBM - total body mass
FM - fat mass
First, descriptive statistics (mean values, standard deviations, and coefficient of variation, as well as frequency tables) were used to define the resulting data matrices. Normality of variable distribution was checked using the Shapiro-Wilk test, and homogeneity of variance using Levene's test. The verification of differences between the analyzed variables in terms of the studied groups G1 and G2 was performed using one-way ANOVA. When statistically significant differences were found, post-hoc tests (Tukey HSD) were applied. A significance level of p<0.05 was assumed for the analyses. For the sake of clarity and confirmation of the obtained results, an additional effect size (ES) test - Cohen's d - was conducted, defined as the difference between means divided by the measure of data variability, specifically the standard deviation:
The effect size result was interpreted as small (> 0.2 and <0.5), moderate (≥ 0.5 and <0.8), or large (≥ 0.8) [44]. The relationship between percentage asymmetries in strength and power of lower limbs and speed test results in groups G1 and G2 was checked using Pearson's linear correlation coefficient. Depending on the coefficient size, correlations were considered small (0-0.29), moderate (0.30-0.49), large (0.50-0.69), and very large (0.70-0.89) (Mikołajec et al., 2022). In summary, a comprehensive analysis of statistical data was performed using the Statistica software, version 15 (StatSoft Polska Sp. z o.o.) and the Excel spreadsheet from Microsoft Office, version 2013 (Microsoft, Poland).