Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study
Background: Markerless motion capture (MMC) systems used to screen for musculoskeletal injury (MSKI) risk have become popular in military and collegiate athletic settings. However, little is known regarding the test-retest reliability or, more importantly, the ability of these systems to accurately...
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| Veröffentlicht in: | Orthopaedic journal of sports medicine 2021-10, Vol.9 (10), p.23259671211041656-23259671211041656 |
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| creator | Hando, Ben R. Scott, W. Casan Bryant, Jacob F. Tchandja, Juste N. Scott, Ryan M. Angadi, Siddhartha S. |
| description | Background:
Markerless motion capture (MMC) systems used to screen for musculoskeletal injury (MSKI) risk have become popular in military and collegiate athletic settings. However, little is known regarding the test-retest reliability or, more importantly, the ability of these systems to accurately identify individuals at risk for MSKI.
Purpose:
To determine the association between scores from a proprietary MMC movement screen test and the likelihood of suffering a subsequent MSKI and establish the test-retest reliability of the MMC system used.
Study Design:
Cohort study; Level of evidence, 3.
Methods:
Trainees for the Air Force Special Warfare program underwent MMC screenings immediately before entering the 8-week training course. MSKI data were extracted from a database for the surveillance period for each trainee. Logistic regression analyses were performed to identify associations between baseline MMC scores and the likelihood of suffering any MSKI or, specifically, a lower extremity MSKI. The test-retest portion of the study collected MMC scores from 10 separate participants performing 4 trials of the standard test procedures. Reliability was assessed using intraclass correlation coefficients by a single rater.
Results:
Overall, 1570 trainees, of whom 800 (51%) suffered an MSKI, were included in the analysis. MMC scores poorly predicted the likelihood of any or a lower extremity MSKI (odds ratio, 1.01-1.02). Further, receiver operating characteristic curve analyses demonstrated poor sensitivity and specificity for prediction of MSKI with MMC scores (area under the curve = 0.53). Finally, intraclass correlation coefficients from the test-retest analysis of MMC scores ranged from 0.157 to 0.602.
Conclusion:
This MMC system displayed poor to moderate test-retest reliability and did not demonstrate the ability to discriminate between individuals who were and were not likely to suffer an MSKI. |
| doi_str_mv | 10.1177/23259671211041656 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8558809</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_23259671211041656</sage_id><sourcerecordid>2591041502</sourcerecordid><originalsourceid>FETCH-LOGICAL-c466t-c896334d1bd182295081424bfc7926c33fbc8084f0a747d47bb93d704a3fd5353</originalsourceid><addsrcrecordid>eNp1kc1uEzEUhUcIRKu2D8AGWWLDJsW_4xkWSCGiUClRpbasRx7PndSJYwfbA8p79IHxNG0pRXhj69zvHt-rUxRvCD4lRMoPlFFRl5JQQjAnpShfFIejNhnFl0_eB8VJjCucTyVIzeTr4oBxyTiu5WFxO43Ra6OS8Q59hvQLwKGFCmsIFmJEC39XmaltGgKgKx0yYNwyIuU6tBiiHqyPa7CQlEXnbjWEHbo0cY16H9DCWJNUVq6DMg4gfkRTNFdhCWjmb3xIdy6XYI1qR3SHrtLQ7Y6LV72yEU7u76Pi-9mX69m3yfzi6_lsOp9oXpZpoqu6ZIx3pO1IRWktcEU45W2vZU1LzVjf6gpXvMdKctlx2bY16yTmivWdYIIdFZ_2vtuh3UCnwaWgbLMNZpOHbrwyzd8VZ26apf_ZVEJUFa6zwft7g-B_DBBTszFRg7XKgR9ikxNiJWa0pBl99wxd-SG4vN5IjREKPFJkT-ngYwzQPw5DcDPG3vwTe-55-3SLx46HkDNwugeiWsKfb__v-BsmObav</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2591041502</pqid></control><display><type>article</type><title>Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study</title><source>DOAJ Directory of Open Access Journals</source><source>Sage Journals GOLD Open Access 2024</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><creator>Hando, Ben R. ; Scott, W. Casan ; Bryant, Jacob F. ; Tchandja, Juste N. ; Scott, Ryan M. ; Angadi, Siddhartha S.</creator><creatorcontrib>Hando, Ben R. ; Scott, W. Casan ; Bryant, Jacob F. ; Tchandja, Juste N. ; Scott, Ryan M. ; Angadi, Siddhartha S.</creatorcontrib><description>Background:
Markerless motion capture (MMC) systems used to screen for musculoskeletal injury (MSKI) risk have become popular in military and collegiate athletic settings. However, little is known regarding the test-retest reliability or, more importantly, the ability of these systems to accurately identify individuals at risk for MSKI.
Purpose:
To determine the association between scores from a proprietary MMC movement screen test and the likelihood of suffering a subsequent MSKI and establish the test-retest reliability of the MMC system used.
Study Design:
Cohort study; Level of evidence, 3.
Methods:
Trainees for the Air Force Special Warfare program underwent MMC screenings immediately before entering the 8-week training course. MSKI data were extracted from a database for the surveillance period for each trainee. Logistic regression analyses were performed to identify associations between baseline MMC scores and the likelihood of suffering any MSKI or, specifically, a lower extremity MSKI. The test-retest portion of the study collected MMC scores from 10 separate participants performing 4 trials of the standard test procedures. Reliability was assessed using intraclass correlation coefficients by a single rater.
Results:
Overall, 1570 trainees, of whom 800 (51%) suffered an MSKI, were included in the analysis. MMC scores poorly predicted the likelihood of any or a lower extremity MSKI (odds ratio, 1.01-1.02). Further, receiver operating characteristic curve analyses demonstrated poor sensitivity and specificity for prediction of MSKI with MMC scores (area under the curve = 0.53). Finally, intraclass correlation coefficients from the test-retest analysis of MMC scores ranged from 0.157 to 0.602.
Conclusion:
This MMC system displayed poor to moderate test-retest reliability and did not demonstrate the ability to discriminate between individuals who were and were not likely to suffer an MSKI.</description><identifier>ISSN: 2325-9671</identifier><identifier>EISSN: 2325-9671</identifier><identifier>DOI: 10.1177/23259671211041656</identifier><identifier>PMID: 34734097</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Health risks ; Kinesiology ; Military training ; Motion capture ; Orthopedics ; Sports medicine</subject><ispartof>Orthopaedic journal of sports medicine, 2021-10, Vol.9 (10), p.23259671211041656-23259671211041656</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021.</rights><rights>The Author(s) 2021. This work is licensed under the Creative Commons Attribution – Non-Commercial – No Derivatives License https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021 2021 SAGE Publications</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c466t-c896334d1bd182295081424bfc7926c33fbc8084f0a747d47bb93d704a3fd5353</citedby><cites>FETCH-LOGICAL-c466t-c896334d1bd182295081424bfc7926c33fbc8084f0a747d47bb93d704a3fd5353</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8558809/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8558809/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,21946,27832,27903,27904,44924,45312,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34734097$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hando, Ben R.</creatorcontrib><creatorcontrib>Scott, W. Casan</creatorcontrib><creatorcontrib>Bryant, Jacob F.</creatorcontrib><creatorcontrib>Tchandja, Juste N.</creatorcontrib><creatorcontrib>Scott, Ryan M.</creatorcontrib><creatorcontrib>Angadi, Siddhartha S.</creatorcontrib><title>Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study</title><title>Orthopaedic journal of sports medicine</title><addtitle>Orthop J Sports Med</addtitle><description>Background:
Markerless motion capture (MMC) systems used to screen for musculoskeletal injury (MSKI) risk have become popular in military and collegiate athletic settings. However, little is known regarding the test-retest reliability or, more importantly, the ability of these systems to accurately identify individuals at risk for MSKI.
Purpose:
To determine the association between scores from a proprietary MMC movement screen test and the likelihood of suffering a subsequent MSKI and establish the test-retest reliability of the MMC system used.
Study Design:
Cohort study; Level of evidence, 3.
Methods:
Trainees for the Air Force Special Warfare program underwent MMC screenings immediately before entering the 8-week training course. MSKI data were extracted from a database for the surveillance period for each trainee. Logistic regression analyses were performed to identify associations between baseline MMC scores and the likelihood of suffering any MSKI or, specifically, a lower extremity MSKI. The test-retest portion of the study collected MMC scores from 10 separate participants performing 4 trials of the standard test procedures. Reliability was assessed using intraclass correlation coefficients by a single rater.
Results:
Overall, 1570 trainees, of whom 800 (51%) suffered an MSKI, were included in the analysis. MMC scores poorly predicted the likelihood of any or a lower extremity MSKI (odds ratio, 1.01-1.02). Further, receiver operating characteristic curve analyses demonstrated poor sensitivity and specificity for prediction of MSKI with MMC scores (area under the curve = 0.53). Finally, intraclass correlation coefficients from the test-retest analysis of MMC scores ranged from 0.157 to 0.602.
Conclusion:
This MMC system displayed poor to moderate test-retest reliability and did not demonstrate the ability to discriminate between individuals who were and were not likely to suffer an MSKI.</description><subject>Health risks</subject><subject>Kinesiology</subject><subject>Military training</subject><subject>Motion capture</subject><subject>Orthopedics</subject><subject>Sports medicine</subject><issn>2325-9671</issn><issn>2325-9671</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp1kc1uEzEUhUcIRKu2D8AGWWLDJsW_4xkWSCGiUClRpbasRx7PndSJYwfbA8p79IHxNG0pRXhj69zvHt-rUxRvCD4lRMoPlFFRl5JQQjAnpShfFIejNhnFl0_eB8VJjCucTyVIzeTr4oBxyTiu5WFxO43Ra6OS8Q59hvQLwKGFCmsIFmJEC39XmaltGgKgKx0yYNwyIuU6tBiiHqyPa7CQlEXnbjWEHbo0cY16H9DCWJNUVq6DMg4gfkRTNFdhCWjmb3xIdy6XYI1qR3SHrtLQ7Y6LV72yEU7u76Pi-9mX69m3yfzi6_lsOp9oXpZpoqu6ZIx3pO1IRWktcEU45W2vZU1LzVjf6gpXvMdKctlx2bY16yTmivWdYIIdFZ_2vtuh3UCnwaWgbLMNZpOHbrwyzd8VZ26apf_ZVEJUFa6zwft7g-B_DBBTszFRg7XKgR9ikxNiJWa0pBl99wxd-SG4vN5IjREKPFJkT-ngYwzQPw5DcDPG3vwTe-55-3SLx46HkDNwugeiWsKfb__v-BsmObav</recordid><startdate>20211001</startdate><enddate>20211001</enddate><creator>Hando, Ben R.</creator><creator>Scott, W. Casan</creator><creator>Bryant, Jacob F.</creator><creator>Tchandja, Juste N.</creator><creator>Scott, Ryan M.</creator><creator>Angadi, Siddhartha S.</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>AFRWT</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211001</creationdate><title>Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study</title><author>Hando, Ben R. ; Scott, W. Casan ; Bryant, Jacob F. ; Tchandja, Juste N. ; Scott, Ryan M. ; Angadi, Siddhartha S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c466t-c896334d1bd182295081424bfc7926c33fbc8084f0a747d47bb93d704a3fd5353</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Health risks</topic><topic>Kinesiology</topic><topic>Military training</topic><topic>Motion capture</topic><topic>Orthopedics</topic><topic>Sports medicine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hando, Ben R.</creatorcontrib><creatorcontrib>Scott, W. Casan</creatorcontrib><creatorcontrib>Bryant, Jacob F.</creatorcontrib><creatorcontrib>Tchandja, Juste N.</creatorcontrib><creatorcontrib>Scott, Ryan M.</creatorcontrib><creatorcontrib>Angadi, Siddhartha S.</creatorcontrib><collection>Sage Journals GOLD Open Access 2024</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</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 Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Orthopaedic journal of sports medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hando, Ben R.</au><au>Scott, W. Casan</au><au>Bryant, Jacob F.</au><au>Tchandja, Juste N.</au><au>Scott, Ryan M.</au><au>Angadi, Siddhartha S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study</atitle><jtitle>Orthopaedic journal of sports medicine</jtitle><addtitle>Orthop J Sports Med</addtitle><date>2021-10-01</date><risdate>2021</risdate><volume>9</volume><issue>10</issue><spage>23259671211041656</spage><epage>23259671211041656</epage><pages>23259671211041656-23259671211041656</pages><issn>2325-9671</issn><eissn>2325-9671</eissn><abstract>Background:
Markerless motion capture (MMC) systems used to screen for musculoskeletal injury (MSKI) risk have become popular in military and collegiate athletic settings. However, little is known regarding the test-retest reliability or, more importantly, the ability of these systems to accurately identify individuals at risk for MSKI.
Purpose:
To determine the association between scores from a proprietary MMC movement screen test and the likelihood of suffering a subsequent MSKI and establish the test-retest reliability of the MMC system used.
Study Design:
Cohort study; Level of evidence, 3.
Methods:
Trainees for the Air Force Special Warfare program underwent MMC screenings immediately before entering the 8-week training course. MSKI data were extracted from a database for the surveillance period for each trainee. Logistic regression analyses were performed to identify associations between baseline MMC scores and the likelihood of suffering any MSKI or, specifically, a lower extremity MSKI. The test-retest portion of the study collected MMC scores from 10 separate participants performing 4 trials of the standard test procedures. Reliability was assessed using intraclass correlation coefficients by a single rater.
Results:
Overall, 1570 trainees, of whom 800 (51%) suffered an MSKI, were included in the analysis. MMC scores poorly predicted the likelihood of any or a lower extremity MSKI (odds ratio, 1.01-1.02). Further, receiver operating characteristic curve analyses demonstrated poor sensitivity and specificity for prediction of MSKI with MMC scores (area under the curve = 0.53). Finally, intraclass correlation coefficients from the test-retest analysis of MMC scores ranged from 0.157 to 0.602.
Conclusion:
This MMC system displayed poor to moderate test-retest reliability and did not demonstrate the ability to discriminate between individuals who were and were not likely to suffer an MSKI.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>34734097</pmid><doi>10.1177/23259671211041656</doi><oa>free_for_read</oa></addata></record> |
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| ispartof | Orthopaedic journal of sports medicine, 2021-10, Vol.9 (10), p.23259671211041656-23259671211041656 |
| issn | 2325-9671 2325-9671 |
| language | eng |
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| source | DOAJ Directory of Open Access Journals; Sage Journals GOLD Open Access 2024; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central |
| subjects | Health risks Kinesiology Military training Motion capture Orthopedics Sports medicine |
| title | Association Between Markerless Motion Capture Screenings and Musculoskeletal Injury Risk for Military Trainees: A Large Cohort and Reliability Study |
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