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Validation of smartphone step count algorithm used in STARFISH smartphone application

机译:验证sTaRFIsH智能手机应用中使用的智能手机步数算法

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摘要

BACKGROUND: Smartphone sensors are underutilised in rehabilitation. OBJECTIVE: To validate the step count algorithm used in the STARFISH smartphone application. METHODS: Twenty-two healthy adults (8 male, 14 female) walked on a treadmill for 5 minutes at 0.44, 0.67, 0.90 and 1.33 m⋅s-1 . Each wore an activPAL TM and four Samsung Galaxy S3TM smartphones, with the STARFISH application running, in: 1) a belt carrycase, 2) a trouser or skirt pocket), 3a) a handbag on shoulder for females or 3b) shirt pocket for males and 4) an upper arm strap. Step counts of the STARFISH application and the activPALTM were compared at corresponding speeds and Bland-Altman statistics used to assess level of agreement (LOA). RESULTS: The LOA between the STARFISH application and activPALTM varied across the four speeds and positions, but improved as speed increased. The LOA ranged from 105–177% at 0.44 m⋅s-1; 50–98% at 0.67 m⋅s-1; 19–67% at 0.9 m⋅s-1 and 8–53% at 1.33 m⋅s-1. The best LOAs were at 1.33 m⋅s-1 in the shirt pocket (8%) and upper arm strap (12%) positions. CONCLUSIONS: Step counts measured by the STARFISH smartphone application are valid in most body positions especially at walking speeds of 0.9 m⋅s-1 and above.
机译:背景:智能手机传感器在康复中未得到充分利用。目的:验证STARFISH智能手机应用程序中使用的步数算法。方法:22名健康成年人(男性8位,女性14位)在跑步机上分别以0.44、0.67、0.90和1.33m⋅s-1行走5分钟。每个人都穿着activPAL TM和四台Samsung Galaxy S3TM智能手机,并运行STARFISH应用程序,其运行方式包括:1)腰带手提箱,2)裤子或裙袋),3a)女士肩上的手提包或3b)男士的衬衫袋4)上臂带。以相应的速度比较STARFISH应用程序和activPALTM的步数,并使用Bland-Altman统计数据评估协议水平(LOA)。结果:STARFISH应用程序和activPALTM之间的LOA在四个速度和位置上都不同,但随着速度的增加而提高。 LOA在0.44m⋅s-1的范围内为105-177%;在0.67m⋅s-1时为50–98%; 0.9m⋅s-1时为19–67%,1.33m⋅s-1时为8–53%。衬衫口袋(8%)和上臂带(12%)位置的最佳LOA为1.33m⋅s-1。结论:STARFISH智能手机应用程序测量的步数在大多数身体位置均有效,尤其是在0.9m⋅s-1以上的步行速度下。

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