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Practical Equivalence Despite Statistical Differences: A Noninferiority Analysis of Repeated Countermovement Jump
Ludwig Rappelt1,2, Steffen Held3, Daniel Niederer4
1Department of Movement and Training Science, University of Wuppertal, Wuppertal, Germany.
To maintain reliable neuromuscular performance assessment, limit countermovement jump (CMJ) series to six. Averaging multiple jumps enhances accuracy, but performance changes should be compared to baseline variability for practical relevance.
Area of Science:
- Sports Science
- Exercise Physiology
- Neuromuscular Performance
Background:
- The countermovement jump (CMJ) is a key metric for assessing neuromuscular performance.
- Understanding the limits of CMJ testing within a single session is crucial for accurate monitoring.
- Previous research has not definitively established the optimal number of CMJ series to avoid performance degradation.
Purpose of the Study:
- To determine the maximum number of countermovement jump (CMJ) series that can be performed without significantly altering performance.
- To compare different jump-height calculation methods (flight-time vs. impulse-momentum) and data-handling strategies.
- To optimize reliable and practically relevant CMJ performance assessment protocols.
Main Methods:
- 103 healthy adults completed 9 series of 3 CMJs with 3-minute rests between series.
- Jump height was measured using flight-time and impulse-momentum methods.
- Data were analyzed using mean, mean of the 2 highest, and highest jump values, with equivalence testing against baseline.
Main Results:
- Significant time effects impacting performance were observed for both measurement methods.
- Statistically significant reductions in jump height occurred from the 3rd or 4th series onwards, depending on the analysis method.
- Certain early series (e.g., 2-4) were found to be equivalent to baseline, indicating minimal performance alteration.
Conclusions:
- Averaging multiple CMJs enhances measurement accuracy and sensitivity.
- To prevent performance bias, limit testing to a maximum of 6 series of 3 CMJs per session.
- Interpreting performance changes requires comparison to baseline variability to distinguish statistical significance from practical relevance.
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