Skip to main content
Erschienen in: Journal of NeuroEngineering and Rehabilitation 1/2014

Open Access 01.12.2014 | Review

Accelerometer measurement of upper extremity movement after stroke: a systematic review of clinical studies

verfasst von: Marika Noorkõiv, Helen Rodgers, Christopher I Price

Erschienen in: Journal of NeuroEngineering and Rehabilitation | Ausgabe 1/2014

Einloggen, um Zugang zu erhalten

Abstract

The aim of this review was to identify and summarise publications, which have reported clinical applications of upper limb accelerometry for stroke within free-living environments and make recommendations for future studies. Data was searched from MEDLINE®, Scopus, IEEExplore and Compendex databases. The final search was 31st October 2013. Any study was included which reported clinical assessments in parallel with accelerometry in a free-living hospital or home setting. Study quality is reflected by participant numbers, methodological approach, technical details of the equipment used, blinding of clinical measures, whether safety and compliance data was collected. First author screened articles for inclusion and inclusion of full text articles and data extraction was confirmed by the third author. Out of 1375 initial abstracts, 8 articles were included. All participants were stroke patients. Accelerometers were worn for either 24 hours or 3 days. Data were collected as summed acceleration counts over a specified time or as the duration of active/inactive periods. Activity in both arms was reported by all studies and the ratio of impaired to unimpaired arm activity was calculated in six studies. The correlation between clinical assessments and accelerometry was tested in five studies and significant correlations were found. The efficacy of a rehabilitation intervention was assessed using accelerometry by three studies: in two studies both accelerometry and clinical test scores detected a post-treatment difference but in one study accelerometry data did not change despite clinical test scores showing motor and functional improvements. Further research is needed to understand the additional value of accelerometry as a measure of upper limb use and function in a clinical context. A simple and easily interpretable accelerometry approach is required.
Literatur
1.
Zurück zum Zitat Uswatte G, Foo WL, Olmstead H, Lopez K, Holand A, Simms LB: Ambulatory monitoring of arm movement using accelerometry: An objective measure of upper-extremity rehabilitation in persons with chronic stroke. Arc Phys Med 2005,86(7):1498-1501. 10.1016/j.apmr.2005.01.010CrossRef Uswatte G, Foo WL, Olmstead H, Lopez K, Holand A, Simms LB: Ambulatory monitoring of arm movement using accelerometry: An objective measure of upper-extremity rehabilitation in persons with chronic stroke. Arc Phys Med 2005,86(7):1498-1501. 10.1016/j.apmr.2005.01.010CrossRef
2.
Zurück zum Zitat Trost SG, McIver KL, Pate RR: Conducting accelerometer-based activity assessments in field-based research. MSSE 2005,37(11 Suppl):S531-S543. Trost SG, McIver KL, Pate RR: Conducting accelerometer-based activity assessments in field-based research. MSSE 2005,37(11 Suppl):S531-S543.
3.
Zurück zum Zitat Wong WY, Wong MS, Lo KH: Clinical applications of sensors for human posture and movement analysis: a review. Prosthet Orthot Int 2007,31(1):62-75. 10.1080/03093640600983949CrossRefPubMed Wong WY, Wong MS, Lo KH: Clinical applications of sensors for human posture and movement analysis: a review. Prosthet Orthot Int 2007,31(1):62-75. 10.1080/03093640600983949CrossRefPubMed
4.
Zurück zum Zitat Zhou HY, Hu HS: Human motion tracking for rehabilitation-a survey. Biomed Signal Proces 2008,3(1):1-18. 10.1016/j.bspc.2007.09.001CrossRef Zhou HY, Hu HS: Human motion tracking for rehabilitation-a survey. Biomed Signal Proces 2008,3(1):1-18. 10.1016/j.bspc.2007.09.001CrossRef
5.
Zurück zum Zitat Lawrence ES, Coshall C, Dundas R, Stewart J, Rudd AG, Howard R, Wolfe CD: Estimates of the prevalence of acute stroke impairments and disability in a multiethnic population. Stroke 2001,32(6):1279-1284. 10.1161/01.STR.32.6.1279CrossRefPubMed Lawrence ES, Coshall C, Dundas R, Stewart J, Rudd AG, Howard R, Wolfe CD: Estimates of the prevalence of acute stroke impairments and disability in a multiethnic population. Stroke 2001,32(6):1279-1284. 10.1161/01.STR.32.6.1279CrossRefPubMed
6.
Zurück zum Zitat Uswatte G, Giuliani C, Winstein C, Zeringue A, Hobbs L, Wolf SL: Validity of accelerometry for monitoring real-world arm activity in patients with subacute stroke: evidence from the extremity constraint-induced therapy evaluation trial. Arch Phys Med 2006,87(10):1340-1345. 10.1016/j.apmr.2006.06.006CrossRefPubMed Uswatte G, Giuliani C, Winstein C, Zeringue A, Hobbs L, Wolf SL: Validity of accelerometry for monitoring real-world arm activity in patients with subacute stroke: evidence from the extremity constraint-induced therapy evaluation trial. Arch Phys Med 2006,87(10):1340-1345. 10.1016/j.apmr.2006.06.006CrossRefPubMed
7.
Zurück zum Zitat Hester T, Hughes R, Sherrill DM, Knorr B, Akay M, Stein J, Bonato B: Using wearable sensors to measure motor abilities following stroke. International Workshop on Wearable and Implantable Body Sensors Networks (BSN’06) 2006, 5-8.CrossRef Hester T, Hughes R, Sherrill DM, Knorr B, Akay M, Stein J, Bonato B: Using wearable sensors to measure motor abilities following stroke. International Workshop on Wearable and Implantable Body Sensors Networks (BSN’06) 2006, 5-8.CrossRef
8.
Zurück zum Zitat van der Pas SC, Verbunt JA, Breukelaar DE, van Woerden R, Seelen HA: Assessment of arm activity using triaxial accelerometry in patients with a stroke. Arch Phys Med 2011,92(9):1437-1442. 10.1016/j.apmr.2011.02.021CrossRefPubMed van der Pas SC, Verbunt JA, Breukelaar DE, van Woerden R, Seelen HA: Assessment of arm activity using triaxial accelerometry in patients with a stroke. Arch Phys Med 2011,92(9):1437-1442. 10.1016/j.apmr.2011.02.021CrossRefPubMed
9.
Zurück zum Zitat Gebruers N, Truijen S, Engelborghs S, Nagels G, Brouns R, De Deyn PP: Actigraphic measurement of motor deficits in acute ischemic stroke. Cerebrovasc Dis 2008,26(5):533-540. 10.1159/000160210CrossRefPubMed Gebruers N, Truijen S, Engelborghs S, Nagels G, Brouns R, De Deyn PP: Actigraphic measurement of motor deficits in acute ischemic stroke. Cerebrovasc Dis 2008,26(5):533-540. 10.1159/000160210CrossRefPubMed
10.
Zurück zum Zitat Zhang M, Lange B, Chang CY, Sawchuk AA, Rizzo AA: Beyond the standard clinical rating scales: fine-grained assessment of post-stroke motor functionality using wearable inertial sensors. Conf Proc IEEE Eng Med Biol Soc 2012, 2012: 6111-6115.PubMed Zhang M, Lange B, Chang CY, Sawchuk AA, Rizzo AA: Beyond the standard clinical rating scales: fine-grained assessment of post-stroke motor functionality using wearable inertial sensors. Conf Proc IEEE Eng Med Biol Soc 2012, 2012: 6111-6115.PubMed
11.
Zurück zum Zitat Lang CE, Wagner JM, Edwards DF, Dromerick AW: Upper extremity use in people with hemiparesis in the first few weeks after stroke. JNPT 2007, 31: 56-63.PubMed Lang CE, Wagner JM, Edwards DF, Dromerick AW: Upper extremity use in people with hemiparesis in the first few weeks after stroke. JNPT 2007, 31: 56-63.PubMed
12.
Zurück zum Zitat Thrane G, Emaus N, Askim T, Anke A: Arm use in patients with subacute stroke monitored by accelerometry: Association with motor impairment and influence on self-dependence. J Rehabil Med 2011,43(4):299-304. 10.2340/16501977-0676CrossRefPubMed Thrane G, Emaus N, Askim T, Anke A: Arm use in patients with subacute stroke monitored by accelerometry: Association with motor impairment and influence on self-dependence. J Rehabil Med 2011,43(4):299-304. 10.2340/16501977-0676CrossRefPubMed
13.
Zurück zum Zitat Wang TN, Lin KC, Wu CY, Chung CY, Pei YC, Teng YK: Validity, responsiveness, and clinically important difference of the ABILHAND questionnaire in patients with stroke. Arch Phys Med 2011,92(7):1086-1091. 10.1016/j.apmr.2011.01.020CrossRefPubMed Wang TN, Lin KC, Wu CY, Chung CY, Pei YC, Teng YK: Validity, responsiveness, and clinically important difference of the ABILHAND questionnaire in patients with stroke. Arch Phys Med 2011,92(7):1086-1091. 10.1016/j.apmr.2011.01.020CrossRefPubMed
14.
Zurück zum Zitat Uswatte G, Taub E, Morris D, Light K, Thompson PA: The motor activity log-28: Assessing daily use of the hemiparetic arm after stroke. Neurology 2006,67(7):1189-1194. 10.1212/01.wnl.0000238164.90657.c2CrossRefPubMed Uswatte G, Taub E, Morris D, Light K, Thompson PA: The motor activity log-28: Assessing daily use of the hemiparetic arm after stroke. Neurology 2006,67(7):1189-1194. 10.1212/01.wnl.0000238164.90657.c2CrossRefPubMed
15.
Zurück zum Zitat Taub E, Uswatte G, Bowman MH, Mark VW, Delgado A, Bryson C, Morris D, Bishop-McKay S: Constraint-induced movement therapy combined with conventional neurorehabilitation techniques in chronic stroke patients with plegic hands: A case series. Arch Phys Med 2013,94(1):86-94. 10.1016/j.apmr.2012.07.029CrossRefPubMedPubMedCentral Taub E, Uswatte G, Bowman MH, Mark VW, Delgado A, Bryson C, Morris D, Bishop-McKay S: Constraint-induced movement therapy combined with conventional neurorehabilitation techniques in chronic stroke patients with plegic hands: A case series. Arch Phys Med 2013,94(1):86-94. 10.1016/j.apmr.2012.07.029CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Rand D, Eng JJ: Disparity between functional recovery and daily use of the upper and lower extremities during subacute stroke rehabilitation. Neurorehabil Neural Repair 2012,26(1):76-84. 10.1177/1545968311408918CrossRefPubMedPubMedCentral Rand D, Eng JJ: Disparity between functional recovery and daily use of the upper and lower extremities during subacute stroke rehabilitation. Neurorehabil Neural Repair 2012,26(1):76-84. 10.1177/1545968311408918CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Liao WW, Wu CY, Hsieh YW, Lin KC, Chang WY: Effects of robot-assisted upper limb rehabilitation on daily function and real-world arm activity in patients with chronic stroke: a randomized controlled trial. Clin Rehabil 2012,26(2):111-120. 10.1177/0269215511416383CrossRefPubMed Liao WW, Wu CY, Hsieh YW, Lin KC, Chang WY: Effects of robot-assisted upper limb rehabilitation on daily function and real-world arm activity in patients with chronic stroke: a randomized controlled trial. Clin Rehabil 2012,26(2):111-120. 10.1177/0269215511416383CrossRefPubMed
18.
Zurück zum Zitat Reiterer V, Sauter C, Klosch G, Lalouschek W, Zeitlhofer J: Actigraphy–a useful tool for motor activity monitoring in stroke patients. Eur Neurol 2008,60(6):285-291. 10.1159/000157882CrossRefPubMed Reiterer V, Sauter C, Klosch G, Lalouschek W, Zeitlhofer J: Actigraphy–a useful tool for motor activity monitoring in stroke patients. Eur Neurol 2008,60(6):285-291. 10.1159/000157882CrossRefPubMed
19.
Zurück zum Zitat Uswatte G, Taub E: Participant-centered and objective measures of real-world arm function in persons with stroke. Circulation 2004,109(20):E243. Uswatte G, Taub E: Participant-centered and objective measures of real-world arm function in persons with stroke. Circulation 2004,109(20):E243.
20.
Zurück zum Zitat Heil DP, Brage S, Rothney MP: Modeling physical activity outcomes from wearable monitors. MSSE 2012,44(1 Suppl 1):S50-S60. Heil DP, Brage S, Rothney MP: Modeling physical activity outcomes from wearable monitors. MSSE 2012,44(1 Suppl 1):S50-S60.
21.
Zurück zum Zitat Masse LC, Fuemmeler BF, Anderson CB, Matthews CE, Trost SG, Catellier DJ, Treuth M: Accelerometer data reduction: a comparison of four reduction algorithms on select outcome variables. MSSE 2005,37(11 Suppl):S544-S554. Masse LC, Fuemmeler BF, Anderson CB, Matthews CE, Trost SG, Catellier DJ, Treuth M: Accelerometer data reduction: a comparison of four reduction algorithms on select outcome variables. MSSE 2005,37(11 Suppl):S544-S554.
22.
Zurück zum Zitat Matthews CE, Hebert JR, Freedson PS, Stanek EJ 3rd, Merriam PA, Ebbeling CB, Ockene IS: Sources of variance in daily physical activity levels in the seasonal variation of blood cholesterol study. Am J Epidemiol 2001,153(10):987-995. 10.1093/aje/153.10.987CrossRefPubMed Matthews CE, Hebert JR, Freedson PS, Stanek EJ 3rd, Merriam PA, Ebbeling CB, Ockene IS: Sources of variance in daily physical activity levels in the seasonal variation of blood cholesterol study. Am J Epidemiol 2001,153(10):987-995. 10.1093/aje/153.10.987CrossRefPubMed
23.
Zurück zum Zitat Baranowski T, Smith M, Thompson WO, Baranowski J, Hebert D, de Moor C: Intraindividual variability and reliability in a 7-day exercise record. MSSE 1999,31(11):1619-1622. Baranowski T, Smith M, Thompson WO, Baranowski J, Hebert D, de Moor C: Intraindividual variability and reliability in a 7-day exercise record. MSSE 1999,31(11):1619-1622.
24.
Zurück zum Zitat Moran DS, Heled Y, Gonzalez RR: Metabolic rate monitoring and energy expenditure prediction using a novel actigraphy method. Med Sci Monit 2004,10(11):MT117-MT120.PubMed Moran DS, Heled Y, Gonzalez RR: Metabolic rate monitoring and energy expenditure prediction using a novel actigraphy method. Med Sci Monit 2004,10(11):MT117-MT120.PubMed
25.
Zurück zum Zitat Harris JE, Eng JJ, Miller WC, Dawson AS: A self-administered graded repetitive arm supplementary program (GRASP) improves arm function during inpatient stroke rehabilitation: a multi-site randomized controlled trial. Stroke 2009,40(6):2123-2128. 10.1161/STROKEAHA.108.544585CrossRefPubMed Harris JE, Eng JJ, Miller WC, Dawson AS: A self-administered graded repetitive arm supplementary program (GRASP) improves arm function during inpatient stroke rehabilitation: a multi-site randomized controlled trial. Stroke 2009,40(6):2123-2128. 10.1161/STROKEAHA.108.544585CrossRefPubMed
26.
Zurück zum Zitat Sudlow CL, Warlow CP: Comparing stroke incidence worldwide: what makes studies comparable? Stroke 1996,27(3):550-558. 10.1161/01.STR.27.3.550CrossRefPubMed Sudlow CL, Warlow CP: Comparing stroke incidence worldwide: what makes studies comparable? Stroke 1996,27(3):550-558. 10.1161/01.STR.27.3.550CrossRefPubMed
Metadaten
Titel
Accelerometer measurement of upper extremity movement after stroke: a systematic review of clinical studies
verfasst von
Marika Noorkõiv
Helen Rodgers
Christopher I Price
Publikationsdatum
01.12.2014
Verlag
BioMed Central
Erschienen in
Journal of NeuroEngineering and Rehabilitation / Ausgabe 1/2014
Elektronische ISSN: 1743-0003
DOI
https://doi.org/10.1186/1743-0003-11-144

Weitere Artikel der Ausgabe 1/2014

Journal of NeuroEngineering and Rehabilitation 1/2014 Zur Ausgabe