Dataset Information

Estimating Throwing Speed in Handball Using a Wearable Device.

ABSTRACT: Throwing speed is likely a key determinant of shoulder-specific load. However, it is difficult to estimate the speed of throws in handball in field-based settings with many players due to limitations in current technology. Therefore, the purpose of this study was to develop a novel method to estimate throwing speed in handball using a low-cost accelerometer-based device. Nineteen experienced handball players each performed 25 throws of varying types while we measured the acceleration of the wrist using the accelerometer and the throwing speed using 3D motion capture. Using cross-validation, we developed four prediction models using combinations of the logarithm of the peak total acceleration, sex and throwing type as the predictor and the throwing speed as the outcome. We found that all models were well-calibrated (mean calibration of all models: 0.0 m/s, calibration slope of all models: 1.00) and precise (R2 = 0.71-0.86, mean absolute error = 1.30-1.82 m/s). We conclude that the developed method provides practitioners and researchers with a feasible and cheap method to estimate throwing speed in handball from segments of wrist acceleration signals containing only a single throw.

SUBMITTER: Skejo SD

PROVIDER: S-EPMC7506947 | biostudies-literature | 2020 Aug

REPOSITORIES: biostudies-literature

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Estimating Throwing Speed in Handball Using a Wearable Device.

Skejø Sebastian D SD Bencke Jesper J Møller Merete M Sørensen Henrik H

Sensors (Basel, Switzerland) 20200831 17

Throwing speed is likely a key determinant of shoulder-specific load. However, it is difficult to estimate the speed of throws in handball in field-based settings with many players due to limitations in current technology. Therefore, the purpose of this study was to develop a novel method to estimate throwing speed in handball using a low-cost accelerometer-based device. Nineteen experienced handball players each performed 25 throws of varying types while we measured the acceleration of the wris ...[more]

PMID: 32878136

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Project description:Background:Olympic handball is a sport mainly focused on executing throwing and passing techniques with the throwing arm. Functional specialization due to the unilateral characteristic and dominance of the throwing arm may lead to adapted control of shoulder stability and mobility. Thus, we examined side differences between the throwing and the non-throwing arm. Additionally, correlations between the Upper Quarter Y Balance Test (YBT-UQ) and handball-specific performance measures were investigated. Methods:All participants (F?=?13?yrs., n?=?14, training experience [te] 5.9?±?1.3?yrs.; M?=?14?yrs., n?=?24, te 6.5?±?2.5?yrs.; M?=?15?yrs., n?=?18, te 9.3?±?2.2?yrs) were Olympic handball players of a regional youth selection team. YBT-UQ was executed assessing performance in medial, inferolateral and superolateral reach direction normalized to the upper limb length together with a composite score of the mean of all reach directions. A radar gun and a target net were used for the assessment of throwing velocity and throwing accuracy. The paired t-test was used to detect side differences in YBT-UQ performance. Pearson's correlation analysis was calculated for associations between YBT-UQ and throwing velocity/accuracy. Results:Significant differences between the throwing and non-throwing arm were only detected for the superolateral reach direction in the 14-year-old males. Small correlations between YBT-UQ performance and throwing velocity/accuracy (13-year-old females: -?0.01???r???-?0.37 / 0.01???r???0.31; 14-year-old males: 0.10???r???0.45 / -0.01???r???.-0.51; 15-year-old males: 0.06???r???0.34 / 0.01???r???-?0.45) were observed, irrespective of age and sex category. Conclusions:There was only a minimal difference in performance of the YBT-UQ between the throwing and non-throwing arm and only weak if any relationships between throwing performance and stability/mobility of the upper extremities in adolescent Olympic handball players existed. Further research is needed to investigate whether the YBT-UQ is a useful tool to detect training-related improvements in measures of shoulder stability/mobility and functional performance.

Dataset Information

Estimating Throwing Speed in Handball Using a Wearable Device.

Publications

Estimating Throwing Speed in Handball Using a Wearable Device.

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