Determining the cut-off score for the Modified Barthel Index and the Modified Rankin Scale for assessment of functional independence and residual disability after stroke

Assessment of functional independence and residual disability is very important for measuring treatment outcome after stroke. The modified Rankin Scale (mRS) and the modified Barthel Index (MBI) are commonly used scales to measure disability or dependence in activities of daily living (ADL) of strok...

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Veröffentlicht in:PloS one 2020-01, Vol.15 (1), p.e0226324-e0226324
Hauptverfasser: Lee, Seung Yeol, Kim, Deog Young, Sohn, Min Kyun, Lee, Jongmin, Lee, Sam-Gyu, Shin, Yong-Il, Kim, Soo-Yeon, Oh, Gyung-Jae, Lee, Young Hoon, Lee, Yang-Soo, Joo, Min Cheol, Lee, So Young, Ahn, Jeonghoon, Chang, Won Hyuk, Choi, Ji Yoo, Kang, Sung Hyun, Kim, Il Yoel, Han, Junhee, Kim, Yun-Hee
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container_issue 1
container_start_page e0226324
container_title PloS one
container_volume 15
creator Lee, Seung Yeol
Kim, Deog Young
Sohn, Min Kyun
Lee, Jongmin
Lee, Sam-Gyu
Shin, Yong-Il
Kim, Soo-Yeon
Oh, Gyung-Jae
Lee, Young Hoon
Lee, Yang-Soo
Joo, Min Cheol
Lee, So Young
Ahn, Jeonghoon
Chang, Won Hyuk
Choi, Ji Yoo
Kang, Sung Hyun
Kim, Il Yoel
Han, Junhee
Kim, Yun-Hee
description Assessment of functional independence and residual disability is very important for measuring treatment outcome after stroke. The modified Rankin Scale (mRS) and the modified Barthel Index (MBI) are commonly used scales to measure disability or dependence in activities of daily living (ADL) of stroke survivors. Lack of consensus regarding MBI score categories has caused confusion in interpreting stroke outcomes. The purpose of this study was to identify the optimal corresponding MBI and modified Rankin scale (mRS) grades for categorization of MBI. The Korean versions of the MBI (K-MBI) and mRS were collected from 5,759 stroke patients at 3 months after onset of stroke. The sensitivity and specificity were calculated at K-MBI score cutoffs for each mRS grade to obtain optimally corresponding K-MBI scores and mRS grades. We also plotted receiver operating characteristic (ROC) curves of sensitivity and specificity and determined the area under the curve (AUC). The K-MBI cutoff points with the highest sum of sensitivity and specificity were 100 (sensitivity 0.940; specificity 0.612), 98 (sensitivity 0.904; specificity 0.838), 94 (sensitivity 0.885; specificity 0.937), 78 (sensitivity 0.946; specificity, 0.973), and 55 (sensitivity 937; specificity 0.986) for mRS grades 0, 1, 2, 3, and 4, respectively. From this result, the K-MBI cutoff score range for each mRS grade can be obtained. For mRS grade 0, the K-MBI cutoff score is 100, indicating no associated score range. For mRS grades 1, 2, 3, 4, and 5, the K-MBI score ranges is from 99 to 98, 97 to 94, 93 to 78, 77 to 55, and under 54, respectively.The AUC for the ROC curve was 0.791 for mRS grade 0, 0.919 for mRS grade 1, 0.970 for mRS grade 2, 0.0 for mRS grade 3, and 0.991 for mRS grade 4. The K-MBI cutoff score ranges for representing mRS grades were variable; mRS grades 0, 1, and 2 had narrow K-MBI score ranges, while mRS grades 3, 4, and 5 exhibited broad K-MBI score ranges. mRS grade seemed to sensitively differentiate mild residual disability of stroke survivors, whereas K-MBI provided more specific information of the functional status of stroke survivors with moderate to severe residual impairment.
doi_str_mv 10.1371/journal.pone.0226324
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The modified Rankin Scale (mRS) and the modified Barthel Index (MBI) are commonly used scales to measure disability or dependence in activities of daily living (ADL) of stroke survivors. Lack of consensus regarding MBI score categories has caused confusion in interpreting stroke outcomes. The purpose of this study was to identify the optimal corresponding MBI and modified Rankin scale (mRS) grades for categorization of MBI. The Korean versions of the MBI (K-MBI) and mRS were collected from 5,759 stroke patients at 3 months after onset of stroke. The sensitivity and specificity were calculated at K-MBI score cutoffs for each mRS grade to obtain optimally corresponding K-MBI scores and mRS grades. We also plotted receiver operating characteristic (ROC) curves of sensitivity and specificity and determined the area under the curve (AUC). The K-MBI cutoff points with the highest sum of sensitivity and specificity were 100 (sensitivity 0.940; specificity 0.612), 98 (sensitivity 0.904; specificity 0.838), 94 (sensitivity 0.885; specificity 0.937), 78 (sensitivity 0.946; specificity, 0.973), and 55 (sensitivity 937; specificity 0.986) for mRS grades 0, 1, 2, 3, and 4, respectively. From this result, the K-MBI cutoff score range for each mRS grade can be obtained. For mRS grade 0, the K-MBI cutoff score is 100, indicating no associated score range. For mRS grades 1, 2, 3, 4, and 5, the K-MBI score ranges is from 99 to 98, 97 to 94, 93 to 78, 77 to 55, and under 54, respectively.The AUC for the ROC curve was 0.791 for mRS grade 0, 0.919 for mRS grade 1, 0.970 for mRS grade 2, 0.0 for mRS grade 3, and 0.991 for mRS grade 4. The K-MBI cutoff score ranges for representing mRS grades were variable; mRS grades 0, 1, and 2 had narrow K-MBI score ranges, while mRS grades 3, 4, and 5 exhibited broad K-MBI score ranges. mRS grade seemed to sensitively differentiate mild residual disability of stroke survivors, whereas K-MBI provided more specific information of the functional status of stroke survivors with moderate to severe residual impairment.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0226324</identifier><identifier>PMID: 31995563</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Activities of Daily Living ; Aged ; Balances (scales) ; Chronic illnesses ; Computer and Information Sciences ; Data collection ; Disabilities ; Disability ; Disability Evaluation ; Disabled Persons - rehabilitation ; Disease control ; Disease prevention ; Disease Progression ; Female ; Hospitals ; Humans ; Logistic Models ; Male ; Medicine and Health Sciences ; Middle Aged ; Optimization ; Outcome Assessment, Health Care ; Patients ; People and Places ; Preventive medicine ; Quality ; Rehabilitation ; Research and Analysis Methods ; ROC Curve ; Sensitivity ; Severity of Illness Index ; Social Sciences ; Stroke ; Stroke - physiopathology ; Stroke Rehabilitation - methods ; Studies ; Survival ; Training ; Treatment Outcome</subject><ispartof>PloS one, 2020-01, Vol.15 (1), p.e0226324-e0226324</ispartof><rights>COPYRIGHT 2020 Public Library of Science</rights><rights>2020 Lee et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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The modified Rankin Scale (mRS) and the modified Barthel Index (MBI) are commonly used scales to measure disability or dependence in activities of daily living (ADL) of stroke survivors. Lack of consensus regarding MBI score categories has caused confusion in interpreting stroke outcomes. The purpose of this study was to identify the optimal corresponding MBI and modified Rankin scale (mRS) grades for categorization of MBI. The Korean versions of the MBI (K-MBI) and mRS were collected from 5,759 stroke patients at 3 months after onset of stroke. The sensitivity and specificity were calculated at K-MBI score cutoffs for each mRS grade to obtain optimally corresponding K-MBI scores and mRS grades. We also plotted receiver operating characteristic (ROC) curves of sensitivity and specificity and determined the area under the curve (AUC). The K-MBI cutoff points with the highest sum of sensitivity and specificity were 100 (sensitivity 0.940; specificity 0.612), 98 (sensitivity 0.904; specificity 0.838), 94 (sensitivity 0.885; specificity 0.937), 78 (sensitivity 0.946; specificity, 0.973), and 55 (sensitivity 937; specificity 0.986) for mRS grades 0, 1, 2, 3, and 4, respectively. From this result, the K-MBI cutoff score range for each mRS grade can be obtained. For mRS grade 0, the K-MBI cutoff score is 100, indicating no associated score range. For mRS grades 1, 2, 3, 4, and 5, the K-MBI score ranges is from 99 to 98, 97 to 94, 93 to 78, 77 to 55, and under 54, respectively.The AUC for the ROC curve was 0.791 for mRS grade 0, 0.919 for mRS grade 1, 0.970 for mRS grade 2, 0.0 for mRS grade 3, and 0.991 for mRS grade 4. The K-MBI cutoff score ranges for representing mRS grades were variable; mRS grades 0, 1, and 2 had narrow K-MBI score ranges, while mRS grades 3, 4, and 5 exhibited broad K-MBI score ranges. mRS grade seemed to sensitively differentiate mild residual disability of stroke survivors, whereas K-MBI provided more specific information of the functional status of stroke survivors with moderate to severe residual impairment.</description><subject>Activities of Daily Living</subject><subject>Aged</subject><subject>Balances (scales)</subject><subject>Chronic illnesses</subject><subject>Computer and Information Sciences</subject><subject>Data collection</subject><subject>Disabilities</subject><subject>Disability</subject><subject>Disability Evaluation</subject><subject>Disabled Persons - rehabilitation</subject><subject>Disease control</subject><subject>Disease prevention</subject><subject>Disease Progression</subject><subject>Female</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Middle Aged</subject><subject>Optimization</subject><subject>Outcome Assessment, Health Care</subject><subject>Patients</subject><subject>People and Places</subject><subject>Preventive medicine</subject><subject>Quality</subject><subject>Rehabilitation</subject><subject>Research and Analysis Methods</subject><subject>ROC Curve</subject><subject>Sensitivity</subject><subject>Severity of Illness Index</subject><subject>Social Sciences</subject><subject>Stroke</subject><subject>Stroke - physiopathology</subject><subject>Stroke Rehabilitation - methods</subject><subject>Studies</subject><subject>Survival</subject><subject>Training</subject><subject>Treatment Outcome</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNk9tu1DAQhiMEoqXwBggsISG42MWOYye5QSrltFJRpRa4tRx7vOs2sRc7Qe0j8ZZ4d9Nqg3qBIuUw883vyW9Plj0neE5oSd5d-iE42c7X3sEc5zmnefEgOyQ1zWc8x_Th3vtB9iTGS4wZrTh_nB1QUteMcXqY_fkIPYTOOuuWqF8BUkM_88agqHwAZHzYRr95bY0FjT7IkL5btHAarpF0epo-l-7KOnShZLsrljFCjB24HnmDzOBUb31qG9kksIZ0cwq2OgGi1UPKaBtlY1vb3yBpUnMo9sFfwdPskZFthGfj8yj78fnT95Ovs9OzL4uT49OZKlnVzxRrSqorDkpjnmtemQZ43RhCSkKpVrVkuKoNl4zXEjOiC46ZklyXULC6KOlR9nKnu259FKPLUeS0qCjGmNaJWOwI7eWlWAfbyXAjvLRiG_BhKZJLVrUgCG5yQlmRA2EFLWVDsVS8KStec0VNkbTej6sNTQdaJaOCbCei04yzK7H0vwWvq6qmNAm8GQWC_zVA7EVno4K2lQ78sOu7wgQXLKGv_kHv_7uRWqY9FNYZn9ZVG1FxzEnOWUk5TtT8HipdGjqr0pE0NsUnBW8nBYnp4bpfyiFGsbg4_3_27OeUfb3HrkC2_Sr6dtgcszgFix2ogo8xgLkzmWCxmahbN8RmosQ4Uansxf4G3RXdjhD9CwMjHQ0</recordid><startdate>20200129</startdate><enddate>20200129</enddate><creator>Lee, Seung Yeol</creator><creator>Kim, Deog Young</creator><creator>Sohn, Min Kyun</creator><creator>Lee, Jongmin</creator><creator>Lee, Sam-Gyu</creator><creator>Shin, Yong-Il</creator><creator>Kim, Soo-Yeon</creator><creator>Oh, Gyung-Jae</creator><creator>Lee, Young Hoon</creator><creator>Lee, Yang-Soo</creator><creator>Joo, Min Cheol</creator><creator>Lee, So Young</creator><creator>Ahn, Jeonghoon</creator><creator>Chang, Won Hyuk</creator><creator>Choi, Ji Yoo</creator><creator>Kang, Sung Hyun</creator><creator>Kim, Il Yoel</creator><creator>Han, Junhee</creator><creator>Kim, Yun-Hee</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-0177-0192</orcidid><orcidid>https://orcid.org/0000-0001-6101-8851</orcidid><orcidid>https://orcid.org/0000-0002-2548-545X</orcidid></search><sort><creationdate>20200129</creationdate><title>Determining the cut-off score for the Modified Barthel Index and the Modified Rankin Scale for assessment of functional independence and residual disability after stroke</title><author>Lee, Seung Yeol ; Kim, Deog Young ; Sohn, Min Kyun ; Lee, Jongmin ; Lee, Sam-Gyu ; Shin, Yong-Il ; Kim, Soo-Yeon ; Oh, Gyung-Jae ; Lee, Young Hoon ; Lee, Yang-Soo ; Joo, Min Cheol ; Lee, So Young ; Ahn, Jeonghoon ; Chang, Won Hyuk ; Choi, Ji Yoo ; Kang, Sung Hyun ; Kim, Il Yoel ; Han, Junhee ; Kim, Yun-Hee</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c758t-c5b73d86ecd062d68fbe69bf117133dc9a5089f6a569a051d4605ca6d7e459473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Activities of Daily Living</topic><topic>Aged</topic><topic>Balances (scales)</topic><topic>Chronic illnesses</topic><topic>Computer and Information Sciences</topic><topic>Data collection</topic><topic>Disabilities</topic><topic>Disability</topic><topic>Disability Evaluation</topic><topic>Disabled Persons - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Seung Yeol</au><au>Kim, Deog Young</au><au>Sohn, Min Kyun</au><au>Lee, Jongmin</au><au>Lee, Sam-Gyu</au><au>Shin, Yong-Il</au><au>Kim, Soo-Yeon</au><au>Oh, Gyung-Jae</au><au>Lee, Young Hoon</au><au>Lee, Yang-Soo</au><au>Joo, Min Cheol</au><au>Lee, So Young</au><au>Ahn, Jeonghoon</au><au>Chang, Won Hyuk</au><au>Choi, Ji Yoo</au><au>Kang, Sung Hyun</au><au>Kim, Il Yoel</au><au>Han, Junhee</au><au>Kim, Yun-Hee</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determining the cut-off score for the Modified Barthel Index and the Modified Rankin Scale for assessment of functional independence and residual disability after stroke</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2020-01-29</date><risdate>2020</risdate><volume>15</volume><issue>1</issue><spage>e0226324</spage><epage>e0226324</epage><pages>e0226324-e0226324</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Assessment of functional independence and residual disability is very important for measuring treatment outcome after stroke. The modified Rankin Scale (mRS) and the modified Barthel Index (MBI) are commonly used scales to measure disability or dependence in activities of daily living (ADL) of stroke survivors. Lack of consensus regarding MBI score categories has caused confusion in interpreting stroke outcomes. The purpose of this study was to identify the optimal corresponding MBI and modified Rankin scale (mRS) grades for categorization of MBI. The Korean versions of the MBI (K-MBI) and mRS were collected from 5,759 stroke patients at 3 months after onset of stroke. The sensitivity and specificity were calculated at K-MBI score cutoffs for each mRS grade to obtain optimally corresponding K-MBI scores and mRS grades. We also plotted receiver operating characteristic (ROC) curves of sensitivity and specificity and determined the area under the curve (AUC). The K-MBI cutoff points with the highest sum of sensitivity and specificity were 100 (sensitivity 0.940; specificity 0.612), 98 (sensitivity 0.904; specificity 0.838), 94 (sensitivity 0.885; specificity 0.937), 78 (sensitivity 0.946; specificity, 0.973), and 55 (sensitivity 937; specificity 0.986) for mRS grades 0, 1, 2, 3, and 4, respectively. From this result, the K-MBI cutoff score range for each mRS grade can be obtained. For mRS grade 0, the K-MBI cutoff score is 100, indicating no associated score range. For mRS grades 1, 2, 3, 4, and 5, the K-MBI score ranges is from 99 to 98, 97 to 94, 93 to 78, 77 to 55, and under 54, respectively.The AUC for the ROC curve was 0.791 for mRS grade 0, 0.919 for mRS grade 1, 0.970 for mRS grade 2, 0.0 for mRS grade 3, and 0.991 for mRS grade 4. The K-MBI cutoff score ranges for representing mRS grades were variable; mRS grades 0, 1, and 2 had narrow K-MBI score ranges, while mRS grades 3, 4, and 5 exhibited broad K-MBI score ranges. mRS grade seemed to sensitively differentiate mild residual disability of stroke survivors, whereas K-MBI provided more specific information of the functional status of stroke survivors with moderate to severe residual impairment.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>31995563</pmid><doi>10.1371/journal.pone.0226324</doi><tpages>e0226324</tpages><orcidid>https://orcid.org/0000-0002-0177-0192</orcidid><orcidid>https://orcid.org/0000-0001-6101-8851</orcidid><orcidid>https://orcid.org/0000-0002-2548-545X</orcidid><oa>free_for_read</oa></addata></record>
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subjects Activities of Daily Living
Aged
Balances (scales)
Chronic illnesses
Computer and Information Sciences
Data collection
Disabilities
Disability
Disability Evaluation
Disabled Persons - rehabilitation
Disease control
Disease prevention
Disease Progression
Female
Hospitals
Humans
Logistic Models
Male
Medicine and Health Sciences
Middle Aged
Optimization
Outcome Assessment, Health Care
Patients
People and Places
Preventive medicine
Quality
Rehabilitation
Research and Analysis Methods
ROC Curve
Sensitivity
Severity of Illness Index
Social Sciences
Stroke
Stroke - physiopathology
Stroke Rehabilitation - methods
Studies
Survival
Training
Treatment Outcome
title Determining the cut-off score for the Modified Barthel Index and the Modified Rankin Scale for assessment of functional independence and residual disability after stroke
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