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Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure
Background The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion. Objectives We aimed to provide a comprehensive review of the field of in-vivo sensor...
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Published in: | Sports medicine (Auckland) 2022-03, Vol.52 (3), p.481-504 |
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creator | Le Flao, Enora Siegmund, Gunter P. Borotkanics, Robert |
description | Background
The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion.
Objectives
We aimed to provide a comprehensive review of the field of in-vivo sensor acceleration event research in sports via the summary of data collection and processing methods, population demographics and factors contributing to an athlete’s exposure to sensor acceleration events.
Methods
The systematic search resulted in 185 cohort or cross-sectional studies that recorded sensor acceleration events in-vivo during sport participation.
Results
Approximately 5800 participants were studied in 20 sports using 18 devices that included instrumented helmets, headbands, skin patches, mouthguards and earplugs. Female and youth participants were under-represented and ambiguous results were reported for these populations. The number and magnitude of sensor acceleration events were affected by a variety of contributing factors, suggesting sport-specific analyses are needed. For collision sports, being male, being older, and playing in a game (as opposed to a practice), all contributed to being exposed to more sensor acceleration events.
Discussion
Several issues were identified across the various sensor technologies, and efforts should focus on harmonising research methods and improving the accuracy of kinematic measurements and impact classification. While the research is more mature for high-school and collegiate male American football players, it is still in its early stages in many other sports and for female and youth populations. The information reported in the summarised work has improved our understanding of the exposure to sport-related head impacts and has enabled the development of prevention strategies, such as rule changes.
Conclusions
Head impact research can help improve our understanding of the acute and chronic effects of head impacts on neurological impairments and brain injury. The field is still growing in many sports, but technological improvements and standardisation of processes are needed. |
doi_str_mv | 10.1007/s40279-021-01574-y |
format | article |
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The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion.
Objectives
We aimed to provide a comprehensive review of the field of in-vivo sensor acceleration event research in sports via the summary of data collection and processing methods, population demographics and factors contributing to an athlete’s exposure to sensor acceleration events.
Methods
The systematic search resulted in 185 cohort or cross-sectional studies that recorded sensor acceleration events in-vivo during sport participation.
Results
Approximately 5800 participants were studied in 20 sports using 18 devices that included instrumented helmets, headbands, skin patches, mouthguards and earplugs. Female and youth participants were under-represented and ambiguous results were reported for these populations. The number and magnitude of sensor acceleration events were affected by a variety of contributing factors, suggesting sport-specific analyses are needed. For collision sports, being male, being older, and playing in a game (as opposed to a practice), all contributed to being exposed to more sensor acceleration events.
Discussion
Several issues were identified across the various sensor technologies, and efforts should focus on harmonising research methods and improving the accuracy of kinematic measurements and impact classification. While the research is more mature for high-school and collegiate male American football players, it is still in its early stages in many other sports and for female and youth populations. The information reported in the summarised work has improved our understanding of the exposure to sport-related head impacts and has enabled the development of prevention strategies, such as rule changes.
Conclusions
Head impact research can help improve our understanding of the acute and chronic effects of head impacts on neurological impairments and brain injury. The field is still growing in many sports, but technological improvements and standardisation of processes are needed.</description><identifier>ISSN: 0112-1642</identifier><identifier>EISSN: 1179-2035</identifier><identifier>DOI: 10.1007/s40279-021-01574-y</identifier><identifier>PMID: 34677820</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Brain injury ; Brain research ; Chronic effects ; Citation management software ; Concussion ; Cross-sectional studies ; Data collection ; Demography ; Head ; Medicine ; Medicine & Public Health ; Sensors ; Sports Medicine ; Systematic Review ; Traumatic brain injury</subject><ispartof>Sports medicine (Auckland), 2022-03, Vol.52 (3), p.481-504</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Switzerland AG 2021</rights><rights>2021. The Author(s), under exclusive licence to Springer Nature Switzerland AG.</rights><rights>Copyright Springer Nature B.V. Mar 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-42cb1dc1548106b5dfb4ae826467511caf3ee4b2434e5f7815a599ab079299983</citedby><cites>FETCH-LOGICAL-c375t-42cb1dc1548106b5dfb4ae826467511caf3ee4b2434e5f7815a599ab079299983</cites><orcidid>0000-0002-0006-0244</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34677820$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Le Flao, Enora</creatorcontrib><creatorcontrib>Siegmund, Gunter P.</creatorcontrib><creatorcontrib>Borotkanics, Robert</creatorcontrib><title>Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure</title><title>Sports medicine (Auckland)</title><addtitle>Sports Med</addtitle><addtitle>Sports Med</addtitle><description>Background
The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion.
Objectives
We aimed to provide a comprehensive review of the field of in-vivo sensor acceleration event research in sports via the summary of data collection and processing methods, population demographics and factors contributing to an athlete’s exposure to sensor acceleration events.
Methods
The systematic search resulted in 185 cohort or cross-sectional studies that recorded sensor acceleration events in-vivo during sport participation.
Results
Approximately 5800 participants were studied in 20 sports using 18 devices that included instrumented helmets, headbands, skin patches, mouthguards and earplugs. Female and youth participants were under-represented and ambiguous results were reported for these populations. The number and magnitude of sensor acceleration events were affected by a variety of contributing factors, suggesting sport-specific analyses are needed. For collision sports, being male, being older, and playing in a game (as opposed to a practice), all contributed to being exposed to more sensor acceleration events.
Discussion
Several issues were identified across the various sensor technologies, and efforts should focus on harmonising research methods and improving the accuracy of kinematic measurements and impact classification. While the research is more mature for high-school and collegiate male American football players, it is still in its early stages in many other sports and for female and youth populations. The information reported in the summarised work has improved our understanding of the exposure to sport-related head impacts and has enabled the development of prevention strategies, such as rule changes.
Conclusions
Head impact research can help improve our understanding of the acute and chronic effects of head impacts on neurological impairments and brain injury. The field is still growing in many sports, but technological improvements and standardisation of processes are needed.</description><subject>Brain injury</subject><subject>Brain research</subject><subject>Chronic effects</subject><subject>Citation management software</subject><subject>Concussion</subject><subject>Cross-sectional studies</subject><subject>Data collection</subject><subject>Demography</subject><subject>Head</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Sensors</subject><subject>Sports Medicine</subject><subject>Systematic Review</subject><subject>Traumatic brain injury</subject><issn>0112-1642</issn><issn>1179-2035</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kUtvEzEUhS0EoqHwB1ggS2y6YMDXj3mwq0IfkYqQCF1bHs-dxFVmPNgeIP-An43TFJBYsLJsf-ecax9CXgJ7C4xV76JkvGoKxqFgoCpZ7B-RBUA-4kyox2TBAHgBpeQn5FmMd4wxVUv-lJwIWVZVzdmC_LxG09HVMBmb6GeMaILd0tvoxg1djRiSMzu6xjH6EKkb6XryIb2n53S9jwkHk5zNsm8Ov1Pf04-Ytr6Lb-gHHPwmmGnrbN6ZsaOXOeDgsfRjCq6d0yEheXrxY_JxDvicPOnNLuKLh_WU3F5efFleFzefrlbL85vCikqlQnLbQmdByRpY2aqub6XBmpf5RQrAml4gypZLIVH1VQ3KqKYxLasa3jRNLU7J2dF3Cv7rjDHpwUWLu50Z0c9R8_xFUgioIaOv_0Hv_BzGPJ3mpaigbBpZZoofKRt8jAF7PQU3mLDXwPShJ33sSeee9H1Pep9Frx6s53bA7o_kdzEZEEcg5qtxg-Fv9n9sfwGhsJ4v</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Le Flao, Enora</creator><creator>Siegmund, Gunter P.</creator><creator>Borotkanics, Robert</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>4T-</scope><scope>7QP</scope><scope>7RV</scope><scope>7TS</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0006-0244</orcidid></search><sort><creationdate>20220301</creationdate><title>Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure</title><author>Le Flao, Enora ; Siegmund, Gunter P. ; Borotkanics, Robert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-42cb1dc1548106b5dfb4ae826467511caf3ee4b2434e5f7815a599ab079299983</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Brain injury</topic><topic>Brain research</topic><topic>Chronic effects</topic><topic>Citation management software</topic><topic>Concussion</topic><topic>Cross-sectional studies</topic><topic>Data collection</topic><topic>Demography</topic><topic>Head</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Sensors</topic><topic>Sports Medicine</topic><topic>Systematic Review</topic><topic>Traumatic brain injury</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Le Flao, Enora</creatorcontrib><creatorcontrib>Siegmund, Gunter P.</creatorcontrib><creatorcontrib>Borotkanics, Robert</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Docstoc</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Physical Education Index</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Sports medicine (Auckland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Le Flao, Enora</au><au>Siegmund, Gunter P.</au><au>Borotkanics, Robert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure</atitle><jtitle>Sports medicine (Auckland)</jtitle><stitle>Sports Med</stitle><addtitle>Sports Med</addtitle><date>2022-03-01</date><risdate>2022</risdate><volume>52</volume><issue>3</issue><spage>481</spage><epage>504</epage><pages>481-504</pages><issn>0112-1642</issn><eissn>1179-2035</eissn><abstract>Background
The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion.
Objectives
We aimed to provide a comprehensive review of the field of in-vivo sensor acceleration event research in sports via the summary of data collection and processing methods, population demographics and factors contributing to an athlete’s exposure to sensor acceleration events.
Methods
The systematic search resulted in 185 cohort or cross-sectional studies that recorded sensor acceleration events in-vivo during sport participation.
Results
Approximately 5800 participants were studied in 20 sports using 18 devices that included instrumented helmets, headbands, skin patches, mouthguards and earplugs. Female and youth participants were under-represented and ambiguous results were reported for these populations. The number and magnitude of sensor acceleration events were affected by a variety of contributing factors, suggesting sport-specific analyses are needed. For collision sports, being male, being older, and playing in a game (as opposed to a practice), all contributed to being exposed to more sensor acceleration events.
Discussion
Several issues were identified across the various sensor technologies, and efforts should focus on harmonising research methods and improving the accuracy of kinematic measurements and impact classification. While the research is more mature for high-school and collegiate male American football players, it is still in its early stages in many other sports and for female and youth populations. The information reported in the summarised work has improved our understanding of the exposure to sport-related head impacts and has enabled the development of prevention strategies, such as rule changes.
Conclusions
Head impact research can help improve our understanding of the acute and chronic effects of head impacts on neurological impairments and brain injury. The field is still growing in many sports, but technological improvements and standardisation of processes are needed.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>34677820</pmid><doi>10.1007/s40279-021-01574-y</doi><tpages>24</tpages><orcidid>https://orcid.org/0000-0002-0006-0244</orcidid></addata></record> |
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subjects | Brain injury Brain research Chronic effects Citation management software Concussion Cross-sectional studies Data collection Demography Head Medicine Medicine & Public Health Sensors Sports Medicine Systematic Review Traumatic brain injury |
title | Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure |
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