Submitted:
31 August 2025
Posted:
02 September 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.1.1. Research Conditions
2.2. Study Design
2.3. Research Content
2.3.1. Training Methods Used in the Research
2.3.2. Research Variables
2.3.3. Statistical Analysis
3. Results
3.1. Descriptive Statistics
3.1.1. Inferential Statistics
- For Ground Contact Time: The t-statistic for the test is t = 2.71, which is greater than the minimum accepted two-tailed critical t-value (1.67), with a very high level of significance (p = 0.01 < 0.05) and a 95% confidence level. We conclude that the mean value for Ground Contact Time in the control group (0.55 sec) is higher than that in the experimental group (0.37 sec). The differences between the individual results and the mean values are statistically significant.
- For Flight Time: The t-statistic for the test is t = 3.69, which is greater than the minimum accepted two-tailed critical t-value (1.67), with a very high level of significance (p = 0.00 < 0.05) and a 95% confidence level. We conclude that the mean value for Flight Time in the control group (0.21 sec) is lower than that in the experimental group (0.29 sec). This difference is statistically significant, further confirming the research hypothesis.
- For the control group, the SD shows more homogeneous results (0.12) compared to the experimental group (0.01), and the CV is very small (0.01) for the experimental group, confirming the high consistency.
3.2. Statistical Association
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CG | Control group |
| EG | Experimental group |
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| No | Control Group | Age | Weight (kg) | Height (cm) | BMI (kg/m²) |
Experimental Group |
Age | Weight (kg) | Height (cm) | BMI (kg/m²) |
| 1 | M.N. | 12 | 57 | 167 | 0.34 | T.V. | 12 | 38 | 146 | 0.26 |
| 2 | C.D. | 11 | 50 | 160 | 0.31 | R.L. | 11 | 28 | 135 | 0.21 |
| 3 | G.S. | 12 | 60 | 169 | 0.36 | E.F. | 12 | 43 | 161 | 0.27 |
| 4 | L.I. | 11 | 58 | 157 | 0.37 | P.C. | 10 | 53 | 164 | 0.32 |
| 5 | A.T. | 12 | 48 | 157 | 0.31 | N.D. | 12 | 50 | 152 | 0.33 |
| 6 | D.C. | 9 | 40 | 136 | 0.29 | I.M. | 11 | 70 | 172 | 0.41 |
| 7 | V.B. | 10 | 34 | 135 | 0.25 | K.S. | 12 | 69 | 160 | 0.44 |
| 8 | H.P. | 11 | 47 | 153 | 0.31 | M.E. | 10 | 104 | 180 | 0.61 |
| 9 | R.A. | 11 | 61 | 148 | 0.41 | Z.M. | 12 | 61 | 172 | 0.35 |
| 10 | E.T. | 12 | 67 | 173 | 0.39 | B.C. | 11 | 67 | 138 | 0.49 |
| 11 | S.O. | 9 | 40 | 133 | 0.3 | C.I. | 10 | 42 | 162 | 0.26 |
| 12 | T.R. | 12 | 75 | 161 | 0.47 | A.G. | 11 | 49 | 160 | 0.31 |
| 13 | I.F. | 12 | 38 | 147 | 0.26 | O.N. | 10 | 41 | 136 | 0.3 |
| 14 | P.M. | 12 | 78 | 168 | 0.46 | U.S. | 11 | 50 | 158 | 0.32 |
| Period | Activity |
| March 2023 | Initial Testing |
| April 2023 – August 2024 | Implementation of the Intervention Program |
| September 2024 | Final Testing |
| OptoJump Variables | Height | Power | Pace | RSI | T Cont. | T Flight |
| Initial Testing Control Group | 3.37 | 5.32 | 1.62 | 0.07 | 0.54 | 0.16 |
| Initial Testing Experimental Group | 2.61 | 4.66 | 1.76 | 0.06 | 0.48 | 0.14 |
| Final Testig Control Group | 7.48 | 10.33 | 1.57 | 0.26 | 0.56 | 0.21 |
| Final Testig Experimental Group | 11.63 | 13.52 | 1.57 | 0.33 | 0.37 | 0.3 |
| Indicators | Mean | SD | CV | t Stat | P(T<=t) one-tail | t Critical one-tail | P(T<=t) two-tail | t Critical two-tail | |
| Ground Contact Time | CG* EG** |
0.55 | 0.34 | 0.12 | 2.71 | 0.00 | 1.67 | 0.01 | 2.01 |
| 0.37 | 0.09 | 0.01 | |||||||
| Flight Time | CG EG |
0.21 | 0.09 | 0.01 | -3.69 | 0.00 | 1.67 | 0.00 | 2.01 |
| 0.29 | 0.07 | 0.01 | |||||||
| Indicators | Mean | SD | CV | t Stat | P(T<=t) one-tail | t Critical one-tail | P(T<=t) two-tail | t Critical two-tail | |
| Height | CG EG |
7.61 | 8.30 | 68.95 | -2.10 | 0.02 | 1.67 | 0.04 | 2.01 |
| 11.60 | 1.50 | 2.24 | |||||||
| Power | CG EG |
10.52 | 11.56 | 133.70 | -1.21 | 0.11 | 1.67 | 0.23 | 2.01 |
| 13.50 | 1.76 | 3.09 | |||||||
| Indicators | Mean | SD | CV | t Stat | P(T<=t) one-tail | t Critical one-tail | P(T<=t) two-tail | t Critical two-tail | |
| Cadence | CG EG |
1.56 | 0.37 | 0.14 | -0.10 | 0.46 | 1.67 | 0.92 | 2.01 |
| 1.57 | 0.18 | 0.03 | |||||||
| Reactive Strength Index (RSI) | CG EG |
0.27 | 0.50 | 0.24 | -0.56 | 0.29 | 1.68 | 0.58 | 2.01 |
| 0.32 | 0.16 | 0.03 | |||||||
| Control | Test | T Cont. | T Flight | Height | Power | Pace | RSI |
| Test | 1.00 | ||||||
| T Cont. | 0.04 | 1.00 | |||||
| T Flight | 0.37 | -0.03 | 1.00 | ||||
| Height | 0.33 | -0.08 | 0.90 | 1.00 | |||
| Power | 0.29 | -0.16 | 0.81 | 0.92 | 1.00 | ||
| Pace | -0.08 | -0.67 | -0.42 | -0.31 | -0.20 | 1.00 | |
| RSI | 0.26 | -0.19 | 0.72 | 0.88 | 0.99 | -0.13 | 1.00 |
| Experiment | Test | T Cont. | T Flight | Height | Power | Pace | RSI |
| Test | 1.00 | ||||||
| T Cont. | -0.37 | 1.00 | |||||
| T Flight | 0.81 | -0.32 | 1.00 | ||||
| Height | 0.78 | -0.30 | 0.98 | 1.00 | |||
| Power | 0.78 | -0.37 | 0.98 | 0.98 | 1.00 | ||
| Pace | -0.35 | -0.37 | -0.63 | -0.58 | -0.57 | 1.00 | |
| RSI | 0.76 | -0.40 | 0.96 | 0.97 | 0.99 | -0.50 | 1.00 |
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