Interunit reliability and effect of data-processing methods of global positioning systems
Journal article
Thornton, Heidi R., Nelson, André R., Delaney, Jace A., Serpiello, Fabio R. and Duthie, Grant M.. (2019). Interunit reliability and effect of data-processing methods of global positioning systems. International Journal of Sports Physiology and Performance. 14(4), pp. 432 - 438. https://doi.org/10.1123/ijspp.2018-0273
Authors | Thornton, Heidi R., Nelson, André R., Delaney, Jace A., Serpiello, Fabio R. and Duthie, Grant M. |
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Abstract | Purpose: To establish the interunit reliability of a range of global positioning system (GPS)-derived movement indicators, to determine the variation between manufacturers, and to investigate the difference between software-derived and raw data. Methods: A range of movement variables were obtained from 27 GPS units from 3 manufacturers (GPSports EVO, 10 Hz, n = 10; STATSports Apex, 10 Hz, n = 10; and Catapult S5, 10 Hz, n = 7) that measured the same team-sport simulation session while positioned on a sled. The interunit reliability was determined using the coefficient of variation (%) and 90% confidence limits, whereas between-manufacturers comparisons and comparisons of software versus raw processed data were established using standardized effect sizes and 90% confidence limits. Results: The interunit reliability for both software and raw processed data ranged from good to poor (coefficient of variation = 0.2%; ±1.5% to 78.2%; ±1.5%), with distance, speed, and maximal speed exhibiting the best reliability. There were substantial differences between manufacturers, particularly for threshold-based acceleration and deceleration variables (effect sizes; ±90% confidence limits: −2.0; ±0.1 to 1.9; ±0.1), and there were substantial differences between data-processing methods for a range of movement indicators. Conclusions: The interunit reliability of most movement indicators was deemed as good regardless of processing method, suggesting that practitioners can have confidence within systems. Standardized data-processing methods are recommended, due to the large differences between data outputs from various manufacturer-derived software. |
Keywords | manufacturer; monitoring; external load; devices; microtechnology; GPS |
Year | 2019 |
Journal | International Journal of Sports Physiology and Performance |
Journal citation | 14 (4), pp. 432 - 438 |
Publisher | Human Kinetics, Inc. |
ISSN | 1555-0265 |
Digital Object Identifier (DOI) | https://doi.org/10.1123/ijspp.2018-0273 |
Scopus EID | 2-s2.0-85063294667 |
Page range | 432 - 438 |
Research Group | Sports Performance, Recovery, Injury and New Technologies (SPRINT) Research Centre |
Publisher's version | File Access Level Controlled |
Place of publication | United States of America |
https://acuresearchbank.acu.edu.au/item/87q7w/interunit-reliability-and-effect-of-data-processing-methods-of-global-positioning-systems
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