Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model
In sprint track events, the starting reaction time is an important professional capacity of the athletes, and it is closely related to their performance. This study examines the reaction time and the results of the male and female sprinters participating in the World Athletics Championships from 201...
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/6633326 |
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| author | Jing Zhang Xin-Yu Lin Su Zhang |
| author_facet | Jing Zhang Xin-Yu Lin Su Zhang |
| author_sort | Jing Zhang |
| collection | DOAJ |
| description | In sprint track events, the starting reaction time is an important professional capacity of the athletes, and it is closely related to their performance. This study examines the reaction time and the results of the male and female sprinters participating in the World Athletics Championships from 2011 to 2019 in the 100 m, 200 m, 100 m, and 110 m hurdles. The researchers used least squares estimation, multivariate analysis of variance, and other methods and theories to construct a double logarithmic model and a multivariate analysis of a variance model. The researchers used Econometrics Views and SPSS software programs to analyze the correlation between the performance and the starting reaction time, as well as the patterns in the changes of the reaction time of athletes of both genders in different types of and rounds in the competitions. Research results show that there is a direct correlation between the reaction time and the performance, and the degrees of correlation vary depending on the gender of the athlete, year of competition, type of competition, and round of competition. There is a correlation between the foul types and the type of competition, but there is no correlation between foul types and the gender of the athlete. The research results are science-based and are of practical value and thus can be used as a reference by coaches in sprint running to offer more professional guidance to the athletes. |
| format | Article |
| id | doaj-art-4c376e4400df49cdbb9d44b6b1a7ccd8 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-4c376e4400df49cdbb9d44b6b1a7ccd82025-02-03T06:43:55ZengWileyComplexity1076-27871099-05262021-01-01202110.1155/2021/66333266633326Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm ModelJing Zhang0Xin-Yu Lin1Su Zhang2Faculty of Physical Education, Shanghai International Studies University, Shanghai 200083, ChinaSchool of Applied Mathematics, Anhui University of Finance and Economics, Bengbu 233030, ChinaDepartment of Physical Education, Anhui University of Finance and Economics, Bengbu 233030, ChinaIn sprint track events, the starting reaction time is an important professional capacity of the athletes, and it is closely related to their performance. This study examines the reaction time and the results of the male and female sprinters participating in the World Athletics Championships from 2011 to 2019 in the 100 m, 200 m, 100 m, and 110 m hurdles. The researchers used least squares estimation, multivariate analysis of variance, and other methods and theories to construct a double logarithmic model and a multivariate analysis of a variance model. The researchers used Econometrics Views and SPSS software programs to analyze the correlation between the performance and the starting reaction time, as well as the patterns in the changes of the reaction time of athletes of both genders in different types of and rounds in the competitions. Research results show that there is a direct correlation between the reaction time and the performance, and the degrees of correlation vary depending on the gender of the athlete, year of competition, type of competition, and round of competition. There is a correlation between the foul types and the type of competition, but there is no correlation between foul types and the gender of the athlete. The research results are science-based and are of practical value and thus can be used as a reference by coaches in sprint running to offer more professional guidance to the athletes.http://dx.doi.org/10.1155/2021/6633326 |
| spellingShingle | Jing Zhang Xin-Yu Lin Su Zhang Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model Complexity |
| title | Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model |
| title_full | Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model |
| title_fullStr | Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model |
| title_full_unstemmed | Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model |
| title_short | Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model |
| title_sort | correlation analysis of sprint performance and reaction time based on double logarithm model |
| url | http://dx.doi.org/10.1155/2021/6633326 |
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