{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T05:55:25Z","timestamp":1790920525899,"version":"4.1.0"},"reference-count":42,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T00:00:00Z","timestamp":1790899200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Aging Neurosci."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The Balance Evaluation Systems Test (BESTest) and its stroke-specific short version (S-BESTest) are widely used to evaluate balance after stroke. However, clinically meaningful classifications of balance ability derived from these instruments remain unavailable.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objectives<\/jats:title>\n                    <jats:p>To examine the dimensionality of the BESTest and S-BESTest and establish Rasch-based classifications of balance ability in individuals with stroke.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>In this cross-sectional study, 335 individuals with stroke from two tertiary care hospitals completed the BESTest and S-BESTest. Exploratory factor analysis (EFA) was performed to identify the underlying factor structure of each instrument. Principal component analysis of Rasch residuals (PCAR) and disattenuated correlations between Rasch person measures were subsequently used to evaluate essential unidimensionality. Rasch analysis using the Andrich Rating Scale Model was then conducted to derive balance ability classifications and corresponding raw-score cutoffs. Known-groups validity of the proposed classifications was examined using lower extremity Fugl-Meyer Assessment (FM-LE) scores.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>EFA identified a three-factor solution for the BESTest and a two-factor solution for the S-BESTest. However, PCAR and disattenuated correlations demonstrated that both instruments functioned as essentially unidimensional measures of balance ability. Rasch analysis showed acceptable-to-excellent reliability and yielded clinically interpretable balance ability classifications with corresponding raw-score cutoff values. The BESTest was classified into six balance impairment levels, ranging from very severe to very mild impairment, whereas the S-BESTest was classified into four levels, ranging from very severe to mild impairment. FM-LE scores differed significantly across all classification levels for both instruments, supporting good known-groups validity.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Although exploratory factor analysis identified multiple factors, the BESTest and S-BESTest functioned as essentially unidimensional measures of balance ability in individuals with stroke. The proposed Rasch-based classifications provide clinically interpretable balance ability levels that may facilitate communication, facilitate individualized rehabilitation planning, and support clinical decision-making.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fnagi.2026.1889177","type":"journal-article","created":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T05:35:49Z","timestamp":1790919349000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Rasch-based classification of post-stroke balance ability: dimensionality and clinical validation of the BESTest and S-BESTest"],"prefix":"10.3389","volume":"18","author":[{"given":"Thitimard","family":"Winairuk","sequence":"first","affiliation":[{"name":"Faculty of Physical Therapy, Srinakharinwirot University","place":["Nakhon Nayok, Thailand"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco Y. C.","family":"Pang","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Sciences, The Hong Kong Polytechnic University","place":["Hong Kong, Hong Kong SAR, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sirod","family":"Sirisup","sequence":"additional","affiliation":[{"name":"Data-Driven Simulation and Systems Research Team, National Electronics and Computer Technology Center","place":["Pathum Thani, Thailand"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vitoon","family":"Saengsirisuwan","sequence":"additional","affiliation":[{"name":"Department of Physiology, Faculty of Science, Mahidol University","place":["Bangkok, Thailand"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kamolwan K.","family":"Klaykaew","sequence":"additional","affiliation":[{"name":"Innovative Learning Center, Srinakharinwirot University","place":["Bangkok, Thailand"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rumpa","family":"Boonsinsukh","sequence":"additional","affiliation":[{"name":"Faculty of Physical Therapy, Srinakharinwirot University","place":["Nakhon Nayok, Thailand"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,10,2]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/BF02293814","article-title":"A rating formulation for ordered response categories.","volume":"43","author":"Andrich","year":"1978","journal-title":"Psychometrika"},{"key":"B2","doi-asserted-by":"publisher","first-page":"767859","DOI":"10.1155\/2014\/767859","article-title":"Does the motor level of the paretic extremities affect balance in poststroke subjects?","volume":"2014","author":"Arya","year":"2014","journal-title":"Rehabil. Res. Pract."},{"key":"B3","volume-title":"Applying the Rasch Model: Fundamental Measurement in the Human Sciences","author":"Bond","year":"2021"},{"key":"B4","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.gaitpost.2020.08.125","article-title":"Characteristics of voluntary-induced stepping response in persons with stroke compared with those of healthy young and older adults.","volume":"82","author":"Chayasit","year":"2020","journal-title":"Gait. Posture."},{"key":"B5","doi-asserted-by":"publisher","first-page":"e13387","DOI":"10.1097\/md.0000000000013387","article-title":"Therapeutic effects of sensory input training on motor function rehabilitation after stroke.","volume":"97","author":"Chen","year":"2018","journal-title":"Medicine"},{"key":"B6","doi-asserted-by":"publisher","first-page":"1638","DOI":"10.2522\/ptj.20150621","article-title":"Responsiveness of the balance evaluation systems test (BESTest) in people with subacute stroke.","volume":"96","author":"Chinsongkram","year":"2016","journal-title":"Phys. Ther."},{"key":"B7","doi-asserted-by":"publisher","first-page":"1632","DOI":"10.2522\/ptj.20130558","article-title":"Reliability and validity of the balance evaluation systems test (BESTest) in people with subacute stroke.","volume":"94","author":"Chinsongkram","year":"2014","journal-title":"Phys. Ther."},{"key":"B8","doi-asserted-by":"publisher","first-page":"17653","DOI":"10.1038\/s41598-025-99710-5","article-title":"Standing balance test predicts the berg balance scale score in patients with stroke using principal component analysis.","volume":"15","author":"Cho","year":"2025","journal-title":"Sci. Rep."},{"key":"B9","doi-asserted-by":"publisher","first-page":"102559","DOI":"10.1016\/j.humov.2019.102559","article-title":"Individuals with stroke improve anticipatory postural adjustments after a single session of targeted exercises.","volume":"69","author":"Curuk","year":"2020","journal-title":"Hum. Mov. Sci."},{"key":"B10","doi-asserted-by":"publisher","first-page":"496","DOI":"10.1136\/jnnp.47.5.496","article-title":"Mini-mental state examination in neurological patients.","volume":"47","author":"Dick","year":"1984","journal-title":"J. Neurol. Neurosurg. Psychiatry."},{"key":"B11","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s11136-007-9198-0","article-title":"Applying item response theory (IRT) modeling to questionnaire development, evaluation, and refinement.","volume":"16","author":"Edelen","year":"2007","journal-title":"Qual. Life. Res."},{"key":"B12","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1037\/1082-989X.4.3.272","article-title":"Evaluating the use of exploratory factor analysis in psychological research.","volume":"4","author":"Fabrigar","year":"1999","journal-title":"Psychol. Methods."},{"key":"B13","volume-title":"Discovering Statistics Using IBM SPSS Statistics","author":"Field","year":"2013"},{"key":"B14","first-page":"429","article-title":"Enhancing the usefulness of the mini-bestest for measuring dynamic balance: A rasch validation study.","volume":"51","author":"Franchignoni","year":"2015","journal-title":"Eur. J. Phys. Rehabil. Med."},{"key":"B15","doi-asserted-by":"publisher","first-page":"323","DOI":"10.2340\/16501977-0537","article-title":"Using psychometric techniques to improve the balance evaluation systems test: The mini-BESTest.","volume":"42","author":"Franchignoni","year":"2010","journal-title":"J. Rehabil. Med."},{"key":"B16","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1123\/mcj.13.4.387","article-title":"Muscle activation patterns and postural control following stroke.","volume":"13","author":"Garland","year":"2009","journal-title":"Motor Control."},{"key":"B17","doi-asserted-by":"publisher","first-page":"484","DOI":"10.2522\/ptj.20080071","article-title":"The balance evaluation systems test (BESTest) to differentiate balance deficits.","volume":"89","author":"Horak","year":"2009","journal-title":"Phys. Ther."},{"key":"B18","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/BF02291575","article-title":"An index of factorial simplicity.","volume":"39","author":"Kaiser","year":"1974","journal-title":"Psychometrika"},{"key":"B19","first-page":"328","article-title":"Sample size and item calibration stability.","volume":"7","author":"Linacre","year":"1994","journal-title":"Rasch. Meas. Trans."},{"key":"B20","first-page":"85","article-title":"Understanding rasch measurement: Optimizing rating scale category effectiveness.","volume":"3","author":"Linacre","year":"2002","journal-title":"J. Appl. Measure."},{"key":"B21","volume-title":"Winsteps\u00a7Rasch Measurement Computer Program","author":"Linacre","year":"2024"},{"key":"B22","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/BF01593882","article-title":"Individual-patient monitoring in clinical practice: Are available health status surveys adequate?","volume":"4","author":"McHorney","year":"1995","journal-title":"Qual. Life. Res."},{"key":"B23","doi-asserted-by":"publisher","first-page":"e0318302","DOI":"10.1371\/journal.pone.0318302","article-title":"The balance evaluation systems test (BESTest), mini-BESTest and brief-BESTest as clinical tools to assess balance control across different populations: A reliability generalization meta-analysis.","volume":"20","author":"Meseguer-Henarejos","year":"2025","journal-title":"PLoS One"},{"key":"B24","doi-asserted-by":"publisher","first-page":"1446","DOI":"10.1589\/jpts.30.1446","article-title":"Structural validity of balance evaluation systems test assessed using factor and rasch analyses in patients with stroke.","volume":"30","author":"Miyata","year":"2018","journal-title":"J. Phys. Ther. Sci."},{"key":"B25","doi-asserted-by":"publisher","first-page":"zab295","DOI":"10.1093\/ptj\/pzab295","article-title":"Rasch validation and comparison of the mini-BESTest and S-BESTest in individuals with stroke.","volume":"102","author":"Miyata","year":"2022","journal-title":"Phys. Ther."},{"key":"B26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4135\/9781412995627.d8","article-title":"Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis.","volume":"10","author":"Osborne","year":"2005","journal-title":"Pract. Assess. Res. Eval."},{"key":"B27","doi-asserted-by":"publisher","first-page":"86","DOI":"10.4135\/9781412995627.d8","article-title":"Best practices in exploratory factor analysis.","volume":"10","author":"Osborne","year":"2008","journal-title":"Pract. Assess. Res. Eval."},{"key":"B28","doi-asserted-by":"publisher","first-page":"1197","DOI":"10.2522\/ptj.20120056","article-title":"Is the BESTest at its best? A suggested brief version based on interrater reliability, validity, internal consistency, and theoretical construct.","volume":"92","author":"Padgett","year":"2012","journal-title":"Phys. Ther."},{"key":"B29","doi-asserted-by":"publisher","first-page":"402","DOI":"10.1191\/0269215500cr342oa","article-title":"What is balance?","volume":"14","author":"Pollock","year":"2000","journal-title":"Clin. Rehabil."},{"key":"B30","volume-title":"Foundations of Clinical Research: Applications to Evidence-based Practice.","author":"Portney","year":"2020"},{"key":"B31","first-page":"205","article-title":"Detecting and evaluating the impact of multidimensionality using item fit statistics and principal component analysis of residuals.","volume":"3","author":"Smith","year":"2002","journal-title":"J. Appl. Meas."},{"key":"B32","doi-asserted-by":"publisher","first-page":"1358","DOI":"10.1002\/art.23108","article-title":"The rasch measurement model in rheumatology: What is it and why use it? When should it be applied, and what should one look for in a rasch paper?","volume":"57","author":"Tennant","year":"2007","journal-title":"Arthritis. Rheum."},{"key":"B33","doi-asserted-by":"publisher","first-page":"1208670","DOI":"10.3389\/fresc.2023.1208670","article-title":"Application of the rasch measurement model in rehabilitation research and practice: Early developments, current practice, and future challenges.","volume":"4","author":"Tennant","year":"2023","journal-title":"Front. Rehabil. Sci."},{"key":"B34","article-title":"Department of Medical Services, Institute of Geriatric Medicine","volume-title":"Medical Technology Assessment: A Comparison of Mini-Mental State Examination-Thai (MMSEThai) 2002 and Thai Mini-Mental State Examination (TMSE) for Screening Older Persons With Dementia","author":"Thailand","year":"2008"},{"key":"B35","doi-asserted-by":"publisher","first-page":"922","DOI":"10.1111\/j.1532-5415.1992.tb01992.x","article-title":"The mini-mental state examination: A comprehensive review.","volume":"40","author":"Tombaugh","year":"1992","journal-title":"J. Am. Geriatr. Soc."},{"key":"B36","first-page":"19","article-title":"The need to report effect size estimates revisited.","volume":"21","author":"Tomczak","year":"2014","journal-title":"Trends Sport Sci"},{"key":"B37","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1097\/npt.0000000000000384","article-title":"Classification of limb and mobility impairments in persons with stroke using the STREAM.","volume":"46","author":"Winairuk","year":"2022","journal-title":"J. Neurol. Phys. Ther."},{"key":"B38","article-title":"Rasch analysis of the balance evaluation system test (BESTest) in persons with stroke","volume-title":"Proceedings of WCPT-AWP&amp; PTAT Congress 2017: Moving Towards Health, Longevity, and Sustainability","author":"Winairuk","year":"2017"},{"key":"B39","doi-asserted-by":"publisher","first-page":"683","DOI":"10.2340\/16501977-2589","article-title":"Comparison of measurement properties of three shortened versions of the balance evaluation system test (BESTest) in people with subacute stroke.","volume":"51","author":"Winairuk","year":"2019","journal-title":"J. Rehabil. Med."},{"key":"B40","first-page":"786","article-title":"Separation, reliability and skewed distributions: Statistically different levels of performance.","volume":"14","author":"Wright","year":"2001","journal-title":"Rasch. Meas. Trans."},{"key":"B41","first-page":"370","article-title":"Reasonable mean-square fit values.","volume":"8","author":"Wright","year":"1994","journal-title":"Rasch. Meas. Trans."},{"key":"B42","first-page":"888","article-title":"Number of person or item strata:(4* Separation+ 1)\/3.","volume":"16","author":"Wright","year":"2002","journal-title":"Rasch. Meas. Trans."}],"container-title":["Frontiers in Aging Neuroscience"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnagi.2026.1889177\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T05:35:52Z","timestamp":1790919352000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnagi.2026.1889177\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10,2]]},"references-count":42,"alternative-id":["10.3389\/fnagi.2026.1889177"],"URL":"https:\/\/doi.org\/10.3389\/fnagi.2026.1889177","relation":{},"ISSN":["1663-4365"],"issn-type":[{"value":"1663-4365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,2]]},"article-number":"1889177"}}