An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations

被引:45
作者
Beevi, Femina H. A. [1 ]
Miranda, Jorge [2 ]
Pedersen, Christian F. [1 ]
Wagner, Stefan [1 ]
机构
[1] Aarhus Univ, Dept Engn, Sect ECE, E301,Finlandsgade 22, DK-8200 Aarhus N, Denmark
[2] Univ Minho, Algorithm Ctr, Guimaraes, Portugal
关键词
rehabilitation; home health monitoring; telehealth; sensor technology; e-health; PHYSICAL-ACTIVITY; GAIT SPEED; TREADMILL WALKING; STEP COUNTS; ACCURACY; VALIDITY; ACCELEROMETERS; VALIDATION; PLACEMENT; ALGORITHM;
D O I
10.1089/tmj.2015.0120
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Pedometers are considered desirable devices for monitoring physical activity. Two population groups of interest include patients having undergone surgery in the lower extremities or who are otherwise weakened through disease, medical treatment, or surgery procedures, as well as the slow walking senior population. For these population groups, pedometers must be able to perform reliably and accurately at slow walking speeds. The objectives of this study were to evaluate the step count accuracy of three commercially available pedometers, the Yamax (Tokyo, Japan) Digi-Walker (R) SW-200 (YM), the Omron (Kyoto, Japan) HJ-720 (OM), and the Fitbit (San Francisco, CA) Zip (FB), at slow walking speeds, specifically at 1, 2, and 3 km/h, and to raise awareness of the necessity of focusing research on step-counting devices and algorithms for slow walking populations. Materials and Methods: Fourteen participants 29.93 +/- 4.93 years of age were requested to walk on a treadmill at the three specified speeds, in four trials of 100 steps each. The devices were worn by the participants on the waist belt. The pedometer counts were recorded, and the error percentage was calculated. Results: The error rate of all three evaluated pedometers decreased with the increase of speed: at 1 km/h the error rates varied from 87.11% (YM) to 95.98% (FB), at 2 km/h the error rates varied from 17.27% (FB) to 46.46% (YM), and at 3 km/h the error rates varied from 22.46% (YM) to a slight overcount of 0.70% (FB). Conclusions: It was observed that all the evaluated devices have high error rates at 1 km/h and mixed error rates at 2 km/h, and at 3 km/h the error rates are the smallest of the three assessed speeds, with the OM and the FB having a slight overcount. These results show that research on pedometers' software and hardware should focus more on accurate step detection at slow walking speeds.
引用
收藏
页码:441 / 449
页数:9
相关论文
共 51 条
[1]  
Abel MG, 2009, RES Q EXERCISE SPORT, V80, P434
[2]   A kinematic comparison of overground and treadmill walking [J].
Alton, F ;
Baldey, L ;
Caplan, S ;
Morrissey, MC .
CLINICAL BIOMECHANICS, 1998, 13 (06) :434-440
[3]   Healthy older adults have insufficient hip range of motion and plantar flexor strength to walk like healthy young adults [J].
Anderson, Dennis E. ;
Madigan, Michael L. .
JOURNAL OF BIOMECHANICS, 2014, 47 (05) :1104-1109
[4]  
[Anonymous], 2005, Establishing Pedestrian Walking Speeds
[5]   Use of pedometers and accelerometers in clinical populations: validity and reliability issues [J].
Bassett, David, Jr. ;
John, Dinesh .
PHYSICAL THERAPY REVIEWS, 2010, 15 (03) :135-142
[6]   Pedometer-Measured Physical Activity and Health Behaviors in U. S. Adults [J].
Bassett, David R., Jr. ;
Wyatt, Holly R. ;
Thompson, Helen ;
Peters, John C. ;
Hill, James O. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2010, 42 (10) :1819-1825
[7]   Optimal Sensor Placement for Measuring Physical Activity with a 3D Accelerometer [J].
Boerema, Simone T. ;
van Velsen, Lex ;
Schaake, Leendert ;
Toenis, Thijs M. ;
Hermens, Hermie J. .
SENSORS, 2014, 14 (02) :3188-3206
[8]   Novel algorithm for a smartphone-based 6-minute walk test application: algorithm, application development, and evaluation [J].
Capela, Nicole A. ;
Lemaire, Edward D. ;
Baddour, Natalie .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2015, 12
[9]   The Use of Pedometers in Stroke Survivors: Are They Feasible and How Well Do They Defect Steps? [J].
Carroll, Sarah L. ;
Greig, Carolyn A. ;
Lewis, Susan J. ;
McMurdo, Marion E. ;
Sniehotta, Falko F. ;
Johnston, Marie ;
Johnston, Derek W. ;
Scopes, Judy ;
Mead, Gillian E. .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2012, 93 (03) :466-470
[10]   Accuracy of Smartphone Applications and Wearable Devices for Tracking Physical Activity Data [J].
Case, Meredith A. ;
Burwick, Holland A. ;
Volpp, Kevin G. ;
Patel, Mitesh S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2015, 313 (06) :625-626