Fall assessment in subacute inpatient stroke rehabilitation using clinical characteristics and the most preferred stroke severity and outcome measures

References

• Davenport RJ, Dennis MS, Wellwood I, et al. Complications after acute stroke. Stroke. 1996;27(3):415–420.
   PubMed Web of Science ®Google Scholar
• McLean DE. Medical complications experienced by a cohort of stroke survivors during inpatient, tertiary-level stroke rehabilitation. Arch Phys Med Rehabil. 2004;85(3):466–469.
   PubMed Web of Science ®Google Scholar
• Weerdesteyn V, de Niet M, van Duijnhoven HJ, et al. Falls in individuals with stroke. J Rehabil Res Dev. 2008;45(8):1195–1213.
   PubMed Web of Science ®Google Scholar
• Batchelor FA, Mackintosh SF, Said CM, et al. Falls after stroke. Int J Stroke. 2012;7(6):482–490.
   PubMed Web of Science ®Google Scholar
• Wong JS, Brooks D, Mansfield A. Do falls experienced during inpatient stroke rehabilitation affect length of stay, functional status, and discharge destination? Arch Phys Med Rehabil. 2016;97(4):561–566.
   PubMed Web of Science ®Google Scholar
• Teasell R, McRae M, Foley N, et al. The incidence and consequences of falls in stroke patients during inpatient rehabilitation: factors associated with high risk. Arch Phys Med Rehabil. 2002;83(3):329–333.
   PubMed Web of Science ®Google Scholar
• Suzuki T, Sonoda S, Misawa K, et al. Incidence and consequence of falls in inpatient rehabilitation of stroke patients. Exp Aging Res. 2005;31(4):457–469.
   PubMed Web of Science ®Google Scholar
• Czernuszenko A, Członkowska A. Risk factors for falls in stroke patients during inpatient rehabilitation. Clin Rehabil. 2009;23(2):176–188.
   PubMed Web of Science ®Google Scholar
• Saverino A, Moriarty A, Rantell K, et al. A qualitative description of falls in a neuro-rehabilitation unit: the use of a standardised fall report including the international classification of functioning (ICF) to describe activities and environmental factors. Disabil Rehabil. 2015;37(4):355–362.
   PubMed Web of Science ®Google Scholar
• Lim JY, Jung SH, Kim WS, et al. Incidence and risk factors of poststroke falls after discharge from inpatient rehabilitation. Pm R. 2012;4(12):945–953.
   PubMedGoogle Scholar
• Campbell GB, Matthews JT. An integrative review of factors associated with falls during post-stroke rehabilitation. J Nurs Scholarsh. 2010;42(4):395–404.
   PubMed Web of Science ®Google Scholar
• Bugdayci D, Paker N, Dere D, et al. Frequency, features, and factors for falls in a group of subacute stroke patients hospitalized for rehabilitation in Istanbul. Arch Gerontol Geriatr. 2011;52(3):e215–e219.
   PubMed Web of Science ®Google Scholar
• Schmid AA, Rittman M. Consequences of poststroke falls: activity limitation, increased dependence, and the development of fear of falling. Am J Occup Ther. 2009;63(3):310–316.
   PubMed Web of Science ®Google Scholar
• Minet LR, Peterson E, von Koch L, et al. Occurrence and predictors of falls in people with stroke: six-year prospective study. Stroke. 2015;46(9):2688–2690.
   PubMed Web of Science ®Google Scholar
• Perell KL, Nelson A, Goldman RL, et al. Fall risk assessment measures: an analytic review. J Gerontol A Biol Sci Med Sci. 2001;56(12):M761–M766.
   PubMed Web of Science ®Google Scholar
• Mackintosh SF, Hill KD, Dodd KJ, et al. Balance score and a history of falls in hospital predict recurrent falls in the 6 months following stroke rehabilitation. Arch Phys Med Rehabil. 2006;87(12):1583–1589.
   PubMed Web of Science ®Google Scholar
• Walsh ME, Horgan NF, Walsh CD, et al. Systematic review of risk prediction models for falls after stroke. J Epidemiol Community Health. 2016;70(5):513–519.
   PubMed Web of Science ®Google Scholar
• Maeda N, Urabe Y, Murakami M, et al. Discriminant analysis for predictor of falls in stroke patients by using the Berg Balance Scale. Singapore Med J. 2015;56(5):280–283.
   PubMed Web of Science ®Google Scholar
• Czernuszenko A. Risk factors for falls in post-stroke patients treated in a neurorehabilitation ward. Neurol Neurochir Pol. 2007;41(1):28–35.
   PubMed Web of Science ®Google Scholar
• Czernuszenko A, Członkowska A. Risk factors for falls in stroke patients during inpatient rehabilitation. Clin Rehabil. 2009;23(2):176–188.
   PubMed Web of Science ®Google Scholar
• Schmid AA, Kapoor JR, Dallas M, et al. Association between stroke severity and fall risk among stroke patients. Neuroepidemiology. 2010;34(3):158–162.
   PubMed Web of Science ®Google Scholar
• Beninato M, Portney LG, Sullivan PE. Using the international classification of functioning, disability and health as a framework to examine the association between falls and clinical assessment tools in people with stroke. Phys Ther. 2009;89(8):816–825.
   PubMed Web of Science ®Google Scholar
• Nyberg L, Gustafson Y. Using the Downton index to predict those prone to falls in stroke rehabilitation. Stroke. 1996;27(10):1821–1824.
   PubMed Web of Science ®Google Scholar
• Olsson E, Lofgren B, Gustafson Y, et al. Validation of a fall risk index in stroke rehabilitation. J Stroke Cerebrovasc Dis. 2005;14(1):23–28.
   PubMedGoogle Scholar
• Smith J, Forster A, Young J. Use of the 'STRATIFY' falls risk assessment in patients recovering from acute stroke. Age Ageing. 2006;35(2):138–143.
   PubMed Web of Science ®Google Scholar
• Breisinger TP, Skidmore ER, Niyonkuru C, et al. The stroke assessment of fall risk (SAFR): predictive validity in inpatient stroke rehabilitation. Clin Rehabil. 2014;28(12):1218–1224.
   PubMed Web of Science ®Google Scholar
• Tarvonen-Schröder S, Hurme S, Laimi K. The world health organization disability assessment schedule (WHODAS 2.0) and the WHO minimal generic set of domains of functioning and health versus conventional instruments in subacute stroke. J Rehabil Med. 2019;51(9):675–682.
   PubMed Web of Science ®Google Scholar
• Tarvonen-Schröder S, Niemi T, Koivisto M. Clinical and functional differences between right and left stroke with and without contralateral spatial neglect. J Rehabil Med. 2020;52(6):jrm00072.
   PubMed Web of Science ®Google Scholar
• Tarvonen-Schröder S, Niemi T, Koivisto M. Comparison of functional recovery and outcome at discharge from subacute inpatient rehabilitation in patients with right or left stroke with and without contralateral spatial neglect. J Rehabil Med. 2020;52(6):jrm00071.
   PubMed Web of Science ®Google Scholar
• Tarvonen-Schröder S, Niemi T, Koivisto M. Factors predicting discharge disposition after subacute stroke rehabilitation. Res Rep Med. 2020;3(1):1–12.
   Google Scholar
• Tarvonen-Schröder S, Koivisto M. Utility of the World Health Organization Disability Assessment Scale Short Version and the WHO minimal generic data set covering functioning and health in assessing discharge disposition after subacute stroke rehabilitation. Res Rep Med. 2020;3(1):1–9.
   Google Scholar
• Kwan F, Kaplan S, Hudson-McKinney M, et al. Comparison of fallers and nonfallers at an inpatient rehabilitation facility: a retrospective review. Rehabil Nurs. 2012;37(1):30–36.
   PubMed Web of Science ®Google Scholar
• Quinn TJ, Dawson J, Walters MR, et al. Functional outcome measures in contemporary stroke trials. Int J Stroke. 2009;4(3):200–205.
   PubMed Web of Science ®Google Scholar
• Lees KR, Bath PM, Schellinger PD, et al. Contemporary outcome measures in acute stroke research: choice of primary outcome measure. Stroke. 2012;43(4):1163–1170.
   PubMed Web of Science ®Google Scholar
• Young FB, Weir CJ, Lees KR. Comparison of the National Institutes of Health Stroke Scale with disability outcome measures in acute stroke trials. Stroke. 2005;36(10):2187–2192.
   PubMed Web of Science ®Google Scholar
• Konig IR, Ziegler A, Bluhmki E, et al. Predicting long-term outcome after acute ischemic stroke: a simple index works in patients from controlled clinical trials. Stroke. 2008;39(6):1821–1826.
   PubMed Web of Science ®Google Scholar
• Denissen S, Staring W, Kunkel D, et al. Interventions for preventing falls in people after stroke. Cochrane Database Syst Rev. 2019;10(10):CD008728.
   PubMedGoogle Scholar
• Silva AG, Queiros A, Sa-Couto P, et al. Self-reported disability: association with lower extremity performance and other determinants in older adults attending primary care. Phys Ther. 2015;95(12):1628–1637.
   PubMed Web of Science ®Google Scholar
• Goldstein LB, Samsa GP, Matchar DB, et al. Charlson index comorbidity adjustment for ischemic stroke outcome studies. Stroke. 2004;35(8):1941–1945.
   PubMed Web of Science ®Google Scholar
• Kasner SE. Clinical interpretation and use of stroke scales. Lancet Neurol. 2006;5(7):603–612.
   PubMed Web of Science ®Google Scholar
• D'Olhaberriague L, Litvan I, Mitsias P, et al. A reappraisal of reliability and validity studies in stroke. Stroke. 1996;27(12):2331–2336.
   PubMed Web of Science ®Google Scholar
• Lyden PD, Lau GT. A critical appraisal of stroke evaluation and rating scales. Stroke. 1991;22(11):1345–1352.
   PubMed Web of Science ®Google Scholar
• Muir KW, Weir CJ, Murray GD, et al. Comparison of neurological scales and scoring systems for acute stroke prognosis. Stroke. 1996;27(10):1817–1820.
   PubMed Web of Science ®Google Scholar
• Chumney D, Nollinger K, Shesko K, et al. Ability of Functional Independence Measure to accurately predict functional outcome of stroke-specific population: systematic review. J Rehabil Res Dev. 2010;47(1):17–29.
   PubMed Web of Science ®Google Scholar
• Granger CV, Cotter AC, Hamilton BB, et al. Functional assessment scales: a study of persons after stroke. Arch Phys Med Rehabil. 1993;74(2):133–138.
   PubMed Web of Science ®Google Scholar
• Dodds TA, Martin DP, Stolov WC, et al. A validation of the Functional Independence Measurement and its performance among rehabilitation inpatients. Arch Phys Med Rehabil. 1993;74(5):531–536.
   PubMed Web of Science ®Google Scholar
• Hamilton BB, Laughlin JA, Fiedler RC, et al. Interrater reliability of the 7-level Functional Independence Measure (FIM). Scand J Rehabil Med. 1994;26(3):115–119.
   PubMedGoogle Scholar
• McPherson KM, Pentland B, Cudmore SF, et al. An inter-rater reliability study of the functional assessment measure (FIM + FAM). Disabil Rehabil. 1996;18(7):341–347.
   PubMed Web of Science ®Google Scholar
• Fioravanti AM, Bordignon CM, Pettit SM, et al. Comparing the responsiveness of the assessment of motor and process skills and the Functional Independence Measure. Can J Occup Ther. 2012;79(3):167–174.
   PubMed Web of Science ®Google Scholar
• Choo SX, Stratford P, Richardson J, et al. Comparison of the sensitivity to change of the Functional Independence Measure with the assessment of motor and process skills within different rehabilitation populations. Disabil Rehabil. 2018;40(26):3177–3184.
   PubMed Web of Science ®Google Scholar
• Reistetter TA, Graham JE, Deutsch A, et al. Utility of functional status for classifying community versus institutional discharges after inpatient rehabilitation for stroke. Arch Phys Med Rehabil. 2010;91(3):345–350.
   PubMed Web of Science ®Google Scholar
• Haselbach D, Renggli A, Carda S, et al. Determinants of neurological functional recovery potential after stroke in young adults. Cerebrovasc Dis Extra. 2014;4(1):77–83.
   PubMedGoogle Scholar
• Tokunaga M, Nakanishi R, Watanabe S, et al. Corrected FIM effectiveness as an index independent of FIM score on admission. Japan J Comprehens Rehabil Sci. 2014;5:7–11.
   Google Scholar
• Azouvi P, Olivier S, de Montety G, et al. Behavioral assessment of unilateral neglect: study of the psychometric properties of the Catherine Bergego Scale. Arch Phys Med Rehabil. 2003;84(1):51–57.
   PubMed Web of Science ®Google Scholar
• Taylor-Rowan M, Wilson A, Dawson J, et al. Functional assessment for acute stroke trials: properties, analysis, and application. Front Neurol. 2018;9:191.
   PubMed Web of Science ®Google Scholar
• Banks JL, Marotta CA. Outcomes validity and reliability of the modified Rankin Scale: implications for stroke clinical trials: a literature review and synthesis. Stroke. 2007;38(3):1091–1096.
   PubMed Web of Science ®Google Scholar
• Cieza A, Oberhauser C, Bickenbach J, et al. Towards a minimal generic set of domains of functioning and health. BMC Public Health. 2014;14(1):218.
   PubMedGoogle Scholar
• Hanger HC, Wills KL, Wilkinson T. Classification of falls in stroke rehabilitation—not all falls are the same. Clin Rehabil. 2014;28(2):183–195.
   PubMed Web of Science ®Google Scholar
• Goljar N, Globokar D, Puzic N, et al. Effectiveness of a fall-risk reduction programme for inpatient rehabilitation after stroke. Disabil Rehabil. 2016;38(18):1811–1819.
   PubMed Web of Science ®Google Scholar
• Stack E, Ashburn A. Fall events described by people with Parkinson's disease: implications for clinical interviewing and the research agenda. Physiother Res Int. 1999;4(3):190–200.
   PubMedGoogle Scholar
• Nikamp CDM, Hobbelink MSH, van der Palen J, et al. The effect of ankle-foot orthoses on fall/near fall incidence in patients with (sub-)acute stroke: a randomized controlled trial. PLoS One. 2019;14(3):e0213538.
   PubMed Web of Science ®Google Scholar
• Pang I, Okubo Y, Sturnieks D, et al. Detection of near falls using wearable devices: a systematic review. J Geriatr Phys Ther. 2019;42(1):48–56.
   PubMed Web of Science ®Google Scholar
• Arnold CM, Faulkner RA. The history of falls and the association of the timed up and go test to falls and near-falls in older adults with hip osteoarthritis. BMC Geriatr. 2007;7:17.
   PubMedGoogle Scholar
• Wong JS, Brooks D, Inness EL, et al. The impact of falls on motor and cognitive recovery after discharge from in-patient stroke rehabilitation. J Stroke Cerebrovasc Dis. 2016;25(7):1613–1621.
   PubMed Web of Science ®Google Scholar
• Beghi E, Gervasoni E, Pupillo E, et al. Prediction of falls in subjects suffering from Parkinson disease, multiple sclerosis, and stroke. Arch Phys Med Rehabil. 2018;99(4):641–651.
   PubMed Web of Science ®Google Scholar
• Chin LF, Wang JY, Ong CH, et al. Factors affecting falls in community-dwelling individuals with stroke in Singapore after hospital discharge. Singapore Med J. 2013;54(10):569–575.
   PubMed Web of Science ®Google Scholar
• Vieira ER, Freund-Heritage R, da Costa BR. Risk factors for geriatric patient falls in rehabilitation hospital settings: a systematic review. Clin Rehabil. 2011;25(9):788–799.
   PubMed Web of Science ®Google Scholar
• Petitpierre NJ, Trombetti A, Carroll I, et al. The FIM instrument to identify patients at risk of falling in geriatric wards: a 10-year retrospective study. Age Ageing. 2010;39(3):326–331.
   PubMed Web of Science ®Google Scholar
• Nyberg L, Gustafson Y. Patient falls in stroke rehabilitation. A challenge to rehabilitation strategies. Stroke. 1995;26(5):838–842.
   PubMed Web of Science ®Google Scholar
• Rosario ER, Kaplan SE, Khonsari S, et al. Predicting and assessing fall risk in an acute inpatient rehabilitation facility. Rehabil Nurs. 2014;39(2):86–93.
   PubMed Web of Science ®Google Scholar
• Baetens T, De Kegel A, Calders P, et al. Prediction of falling among stroke patients in rehabilitation. J Rehabil Med. 2011;43(10):876–883.
   PubMed Web of Science ®Google Scholar
• Aoyama M, Suzuki Y, Onishi J, et al. Physical and functional factors in activities of daily living that predict falls in community-dwelling older women. Geriatr Gerontol Int. 2011;11(3):348–357.
   PubMed Web of Science ®Google Scholar
• Williams B, Allen B, Hu Z, et al. Real-time fall risk assessment using functional reach test. Int J Telemed Appl. 2017;2017:2042974.
   PubMed Web of Science ®Google Scholar
• Alenazi AM, Alshehri MM, Alothman S, et al. Functional reach, depression scores, and number of medications are associated with number of falls in people with chronic stroke. Pm R. 2018;10(8):806–816.
   PubMedGoogle Scholar
• Saverino A, Benevolo E, Ottonello M, et al. Falls in a rehabilitation setting: functional independence and fall risk. Eur Medicophys. 2006;42(3):179–184.
   PubMedGoogle Scholar
• Lee JE, Stokic DS. Risk factors for falls during inpatient rehabilitation. Am J Phys Med Rehabil. 2008;87(5):341–350.
   PubMed Web of Science ®Google Scholar
• Wei WE, De Silva DA, Chang HM, et al. Post-stroke patients with moderate function have the greatest risk of falls: a National Cohort Study. BMC Geriatr. 2019;19(1):373.
   PubMed Web of Science ®Google Scholar
• Pinto EB, Nascimento C, Monteiro M, et al. Proposal for a new predictive scale for recurrent risk of fall in a cohort of community-dwelling patients with stroke. J Stroke Cerebrovasc Dis. 2016;25(11):2619–2626.
   PubMed Web of Science ®Google Scholar
• Reznik ME, Yaghi S, Jayaraman MV, et al. Baseline NIH stroke scale is an inferior predictor of functional outcome in the era of acute stroke intervention. Int J Stroke. 2018;13(8):806–810.
   PubMed Web of Science ®Google Scholar
• Zdobysz JA, Boradia P, Ennis J, et al. The relationship between functional independence scores on admission and patient falls after stroke. Top Stroke Rehabil. 2005;12(2):65–71.
   PubMedGoogle Scholar
• Maeda N, Kato J, Shimada T. Predicting the probability for fall incidence in stroke patients using the Berg Balance Scale. J Int Med Res. 2009;37(3):697–704.
   PubMed Web of Science ®Google Scholar
• Sze KH, Wong E, Leung HY, et al. Falls among Chinese stroke patients during rehabilitation. Arch Phys Med Rehabil. 2001;82(9):1219–1225.
   PubMed Web of Science ®Google Scholar
• Xu T, Clemson L, O'Loughlin K, et al. Risk factors for falls in community stroke survivors: a systematic review and meta-analysis. Arch Phys Med Rehabil. 2018;99(3):563–573.e5.
   PubMed Web of Science ®Google Scholar
• Nyberg L, Gustafson Y. Fall prediction index for patients in stroke rehabilitation. Stroke. 1997;28(4):716–721.
   PubMed Web of Science ®Google Scholar
• Alemdaroğlu E, Uçan H, Topçuoğlu AM, et al. In-hospital predictors of falls in community-dwelling individuals after stroke in the first 6 months after a baseline evaluation: a prospective cohort study. Arch Phys Med Rehabil. 2012;93(12):2244–2250.
   PubMed Web of Science ®Google Scholar
• Chen P, Hreha K, Kong Y, et al. Impact of spatial neglect on stroke rehabilitation: evidence from the setting of an inpatient rehabilitation facility. Arch Phys Med Rehabil. 2015;96(8):1458–1466.
   PubMed Web of Science ®Google Scholar
• Ugur C, Gücüyener D, Uzuner N, et al. Characteristics of falling in patients with stroke. J Neurol Neurosurg Psychiatry. 2000;69(5):649–651.
   PubMed Web of Science ®Google Scholar
• Mansfield A, Wong JS, McIlroy WE, et al. Do measures of reactive balance control predict falls in people with stroke returning to the community? Physiotherapy. 2015;101(4):373–380.
   PubMed Web of Science ®Google Scholar
• Webster JS, Roades LA, Morrill B, et al. Rightward orienting bias, wheelchair maneuvering, and fall risk. Arch Phys Med Rehabil. 1995;76(10):924–928.
   PubMed Web of Science ®Google Scholar
• Azouvi P, Peskine A. Anosognosia and denial after right hemisphere stroke. In: Godefroy O, editor. The behavioral and cognitive neurology of stroke. 2nd ed. Cambridge: Cambridge University Press; 2013. p. 158–169.
   Google Scholar
• Cox R, Buckholz B, Bradas C, et al. Risk factors for falls among hospitalized acute post-ischemic stroke patients. J Neurosci Nurs. 2017;49(6):355–360.
   PubMed Web of Science ®Google Scholar
• Hyndman D, Ashburn A, Stack E. Fall events among people with stroke living in the community: circumstances of falls and characteristics of fallers. Arch Phys Med Rehabil. 2002;83(2):165–170.
   PubMed Web of Science ®Google Scholar
• Jalayondeja C, Sullivan PE, Pichaiyongwongdee S. Six-month prospective study of fall risk factors identification in patients post-stroke. Geriatr Gerontol Int. 2014;14(4):778–785.
   PubMed Web of Science ®Google Scholar