Differentiation of test results for standing long jump in the Czech male population aged 18-19 years
Abstract
The aim of our research was to explore the differentiation of physical fitness standards in the Czech population, which in the future will be based on data management and analysis via a knowledge base. This system allows data differentiation according to specified criteria and thus the standard will become dynamic, i.e. relevantly adapted to each user.
For our initial analysis, we chose the results of the motor test for the standing long jump in the male population aged 18-19 years, who are already adults, and for whom we have the largest database. Besides differentiation based on sex and age, we have also selected additional criteria for body height, body weight, level of physical activity and the region where the tested person works or attends school.
The effect of these parameters that has been monitored based on the analysis of variance. Statistically significant differences occurred with the factors for body height (p-value<0.0001), body weight (p-value<0.0001) and the level of physical activity (p-value<0.0001), while on the other hand, there were no significant statistical differences between groups in the regional factor (p=0.1458).
When evaluating the effect size of the variance analysis through the η2 coefficient, the regional factor shows very little effect (η2=0.0258), the body height factor and the level of physical activity show a medium effect (η2=0.0715 and η2=0.0775) and the body weight factor shows a great effect (η2=0.1473). Based on these results we consider expanding the number of criteria for the differentiation of standards as effective and appropriate.
The analysis of the sorting factors is therefore one of the constituents, which will lead to the successful creation of a knowledge base.