{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T01:30:02Z","timestamp":1775093402395,"version":"3.50.1"},"reference-count":106,"publisher":"MDPI AG","issue":"24","license":[{"start":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T00:00:00Z","timestamp":1733875200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Fondo de Apoyo a la Investigaci\u00f3n Docente Investiga UCV (PROYECTO RENACYT UCV 2023)"},{"name":"Universidad C\u00e9sar Vallejo"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>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\u2122 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.<\/jats:p>","DOI":"10.3390\/s24247912","type":"journal-article","created":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T12:38:56Z","timestamp":1733920736000},"page":"7912","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map"],"prefix":"10.3390","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6981-756X","authenticated-orcid":false,"given":"Luiz H.","family":"Palucci Vieira","sequence":"first","affiliation":[{"name":"Grupo de Investigaci\u00f3n en Tecnolog\u00eda Aplicada a la Seguridad Ocupacional, Desempe\u00f1o y Calidad de Vida (GiTaSyC), Facultad de Ingenier\u00eda y Arquitectura, Campus Callao, Universidad C\u00e9sar Vallejo (UCV), Callao 07001, Lima, Peru"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9813-2842","authenticated-orcid":false,"given":"Filipe M.","family":"Clemente","sequence":"additional","affiliation":[{"name":"Escola Superior Desporto e Lazer, Instituto Polit\u00e9cnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun\u2019\u00c1lvares, 4900-347 Viana do Castelo, Portugal"},{"name":"Sport Physical Activity and Health Research & Innovation Center, 4900-347 Viana do Castelo, Portugal"},{"name":"Department of Biomechanics and Sport Engineering, Gdansk University of Physical Education and Sport, 80-336 Gda\u0144sk, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3380-864X","authenticated-orcid":false,"given":"Rui M.","family":"Silva","sequence":"additional","affiliation":[{"name":"Escola Superior Desporto e Lazer, Instituto Polit\u00e9cnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun\u2019\u00c1lvares, 4900-347 Viana do Castelo, Portugal"},{"name":"Sport Physical Activity and Health Research & Innovation Center, 4900-347 Viana do Castelo, Portugal"}]},{"given":"Kelly R.","family":"Vargas-Villafuerte","sequence":"additional","affiliation":[{"name":"Facultad de Ciencias de la Salud, Campus Callao, Universidad C\u00e9sar Vallejo (UCV), Callao 07001, Lima, Peru"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8923-4855","authenticated-orcid":false,"given":"Felipe P.","family":"Carpes","sequence":"additional","affiliation":[{"name":"Applied Neuromechanics Research Group, Laboratory of Neuromechanics, Federal University of Pampa (Unipampa), P.O. 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