The study protocol adhered to the ethical principles outlined in the Declaration of Helsinki and was approved by the Ethics Committee of Atatürk University Sport Sciences (Approval No: 163(E-70400699-000-2500273534); Date: 21/08/2025). All participants provided written informed consent.
Participants
A total of 36 male U17 wrestlers (age: 16.2 ± 0.77 years; height: 170 ± 6.66 cm; weight: 67.5 ± 16.9 kg) volunteered to participate in this study (Table 1). All participants were actively competitive athletes and had maintained a consistent training regimen of 8-12 h per week for at least the preceding 3 years, ensuring a homogeneous cohort with well-developed reaction capacities. Participants were thoroughly briefed on the study's purpose, procedures, potential risks, and benefits, after which they provided written informed consent. To minimize potential confounding variables, participants were instructed to maintain habitual dietary patterns and abstain from engaging in strenuous physical activity for at least 48 h prior to each testing session throughout the duration of the study. Exclusion criteria included the following: use of nutritional supplements or ergogenic aids (e.g., creatine, caffeine, or bicarbonate) within the past 4 weeks, ongoing medical treatment that might influence metabolic or performance outcomes, a previous diagnosis with visual and/or hearing impairment.
A post-hoc power analysis was performed using G*Power 3.1 for estimating the required sample size and achieving statistical power in hypothesis testing, employing a two-tailed test with an α = 0.05. The required sample size was calculated as 36 participants to achieve a statistical power of 0.8029. As a result, the sample size was considered sufficient to detect meaningful differences because all values exceeded the commonly accepted threshold of 0.80.
Experimental procedure
The experimental procedure began with a familiarization session conducted prior to all measurements. To compare visual and auditory reaction times between the control and experimental conditions, a repeated-measures pre-post design was used. All participants performed visual and auditory reaction tests 2x following a familiarization session. Although heart rate and blood lactate were not measured, fatigue was verified using repeated jump height fatigue index (RJH-FI), repeated jump power fatigue index (RJP-FI), and Borg Scale of Perceived Exertion (BSP), which collectively confirmed substantial neuromuscular fatigue.
Visual and auditory reaction tests were conducted using a common approach of 3x with full concentration in both control and experimental conditions. The conditions were separated by 2-3 days and completed within 5 days. The warm-up consisted of 5 min of low-intensity running followed by dynamic stretching exercises targeting the lower extremities. High-intensity movements were deliberately avoided to prevent blood lactate accumulation and fatigue. Readiness for testing was confirmed by the absence of visible fatigue signs and stable jumping mechanics during practice trials. Reaction tests were initiated immediately after the warm-up. A 1 m Optojump system was used for reaction tests, visual and auditory (see Table of Materials).
For visual reaction tests, a 32-inch monitor was positioned directly in front of the participant at eye level and at a standardized distance of approximately 1.5 m. Visual stimuli were presented on the monitor, and participants were instructed to respond as quickly as possible following stimulus onset. For auditory reaction tests, a 300 W speaker was positioned in front of the participant at the same distance, and standardized auditory stimuli were delivered at a consistent volume level. Reaction time was recorded automatically by the software following stimulus detection and movement initiation. Each reaction test was performed 3x under both control and experimental conditions. A brief standardized rest interval was provided between trials. The best performance value obtained from the three trials was retained for statistical analysis. Anthropometric measurements were conducted using standardized methods. Height was measured with a portable stadiometer (see Table of Materials). Body mass and body fat were assessed using air displacement plethysmography calibrated according to the manufacturer's guidelines30 (see Table of Materials).
On the 1st testing day, baseline visual and auditory reaction times were measured separately for both legs, followed by anthropometric assessments. On the 2nd testing day, after completion of the standardized warm-up, a 60 s repeated jump protocol was performed, and successful protocol completion was confirmed by a measurable decline in jump height and power output across repetitions, as reflected by RJH-FI, RJP-FI values, and BSP. Immediately following the completion of the jumping protocol, without any rest interval, visual and auditory reaction times were measured again using the same procedures.
Reaction time was defined as the time elapsed between stimulus presentation and the initiation of a rapid unilateral foot lift from the contact surface, as in previous studies31,32, allowing separate assessment of right, left, and bilateral responses.
The experimental procedure concluded with the completion of all post-exercise visual and auditory reaction time measurements on the 2nd testing day. No data processing or statistical analysis was performed during the execution of the experimental protocol.
Statistical analysis
The data were analyzed using SPSS version 27.0. Data normality was verified using the Shapiro-Wilk test. Performance variables were compared using the repeated-measure ANOVA to control for the differences between control and experimental conditions. The alpha level was set at 0.05 for all analyses. Partial eta-squared values were interpreted according to Cohen's benchmarks, where η²p = 0.01 represents a small effect, 0.06 a medium effect, and ≥0.14 a large effect. The data are reported as mean ± standard deviation.