Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map
Kinematic assessment of ball kicking may require significant human effort (e.g., traditional vision-based tracking systems). Wearables offer a potential solution to reduce processing time. This systematic review collated measurement properties (validity, reliability, and/or accuracy) of wearable kin...
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MDPI AG
2024-12-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/24/24/7912 |
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| author | Luiz H. Palucci Vieira Filipe M. Clemente Rui M. Silva Kelly R. Vargas-Villafuerte Felipe P. Carpes |
| author_facet | Luiz H. Palucci Vieira Filipe M. Clemente Rui M. Silva Kelly R. Vargas-Villafuerte Felipe P. Carpes |
| author_sort | Luiz H. Palucci Vieira |
| collection | DOAJ |
| description | Kinematic assessment of ball kicking may require significant human effort (e.g., traditional vision-based tracking systems). Wearables offer a potential solution to reduce processing time. This systematic review collated measurement properties (validity, reliability, and/or accuracy) of wearable kinematic-based technology systems used to evaluate soccer kicking. Seven databases were searched for studies published on or before April 2024. The protocol was previously published and followed the PRISMA 2020 statement. The data items included any validity, reliability, and/or accuracy measurements extracted from the selected articles. Twelve articles (1011 participants) were included in the qualitative synthesis, showing generally (92%) moderate methodological quality. The authors claimed validity (e.g., concurrent) in seven of the eight studies found on the topic, reliability in two of three, and accuracy (event detection) in three of three studies. The synthesis method indicated moderate evidence for the concurrent validity of the MPU-9150/ICM-20649 InvenSense and PlayerMaker™ devices. However, limited to no evidence was identified across studies when considering wearable devices/systems, measurement properties, and specific outcome variables. To conclude, there is a knowledge base that may support the implementation of wearables to assess ball kicking in soccer practice, while future research should further evaluate the measurement properties to attempt to reach a strong evidence level. |
| format | Article |
| id | doaj-art-047b19c1f428445fb5a645743a8c302c |
| institution | Kabale University |
| issn | 1424-8220 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj-art-047b19c1f428445fb5a645743a8c302c2024-12-27T14:52:25ZengMDPI AGSensors1424-82202024-12-012424791210.3390/s24247912Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap MapLuiz H. Palucci Vieira0Filipe M. Clemente1Rui M. Silva2Kelly R. Vargas-Villafuerte3Felipe P. Carpes4Grupo de Investigación en Tecnología Aplicada a la Seguridad Ocupacional, Desempeño y Calidad de Vida (GiTaSyC), Facultad de Ingeniería y Arquitectura, Campus Callao, Universidad César Vallejo (UCV), Callao 07001, Lima, PeruEscola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, PortugalEscola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, PortugalFacultad de Ciencias de la Salud, Campus Callao, Universidad César Vallejo (UCV), Callao 07001, Lima, PeruApplied Neuromechanics Research Group, Laboratory of Neuromechanics, Federal University of Pampa (Unipampa), P.O. Box 118, Uruguaiana 97500-970, RS, BrazilKinematic assessment of ball kicking may require significant human effort (e.g., traditional vision-based tracking systems). Wearables offer a potential solution to reduce processing time. This systematic review collated measurement properties (validity, reliability, and/or accuracy) of wearable kinematic-based technology systems used to evaluate soccer kicking. Seven databases were searched for studies published on or before April 2024. The protocol was previously published and followed the PRISMA 2020 statement. The data items included any validity, reliability, and/or accuracy measurements extracted from the selected articles. Twelve articles (1011 participants) were included in the qualitative synthesis, showing generally (92%) moderate methodological quality. The authors claimed validity (e.g., concurrent) in seven of the eight studies found on the topic, reliability in two of three, and accuracy (event detection) in three of three studies. The synthesis method indicated moderate evidence for the concurrent validity of the MPU-9150/ICM-20649 InvenSense and PlayerMaker™ devices. However, limited to no evidence was identified across studies when considering wearable devices/systems, measurement properties, and specific outcome variables. To conclude, there is a knowledge base that may support the implementation of wearables to assess ball kicking in soccer practice, while future research should further evaluate the measurement properties to attempt to reach a strong evidence level.https://www.mdpi.com/1424-8220/24/24/7912sports engineeringquality controlmeasurement errortechniquefootballhuman movement |
| spellingShingle | Luiz H. Palucci Vieira Filipe M. Clemente Rui M. Silva Kelly R. Vargas-Villafuerte Felipe P. Carpes Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map Sensors sports engineering quality control measurement error technique football human movement |
| title | Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map |
| title_full | Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map |
| title_fullStr | Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map |
| title_full_unstemmed | Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map |
| title_short | Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map |
| title_sort | measurement properties of wearable kinematic based data collection systems to evaluate ball kicking in soccer a systematic review with evidence gap map |
| topic | sports engineering quality control measurement error technique football human movement |
| url | https://www.mdpi.com/1424-8220/24/24/7912 |
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