智能手表计步:对每日计步估算准确性的影响

Peter Düking, Jana Strahler, André Forster, Birgit Wallmann-Sperlich, B. Sperlich
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摘要

智能手表显示的步数对每日步数估计准确性的影响以及潜在的心理因素尚未揭示。本研究的目的如下(i)研究智能手表计算和报告每日步数是否会提高每日步数估计的准确性;(ii)阐明潜在的心理因素。在第 1 周(基线)、第 3 周(随访 1)和第 8 周(随访 2),每位参与者的智能手表显示步数都是盲测的。第 2 周(干预),步数不设盲区。在基线和随访 1、2 期间,参与者被要求每天估算自己的步数四次。在随访 1 和随访 2 之间的 4 周缓冲期内,不提供任何反馈。参与者估计的步数与测量的步数之间的平均绝对百分比误差分别为 29.49%(基线)、0.54%(干预)、11.89%(随访 1)和 15.14%(随访 2)。基线和随访 1 之间有明显影响 [t (61.7) = 3.433,p < 0.001],但随访 1 和随访 2 之间没有明显影响 [t (60.3) = -0.288,p = 0.774]。只有 BRQ 的 "抑制身体感觉 "分量表在基线(p = 0.012;Bonferroni 调整后 p = 0.048)时似乎是影响步数估计准确性的一个重要因素。特别是那些倾向于压抑身体感觉的人,在干预前对每日步数估计的准确性较低。
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Smartwatch step counting: impact on daily step-count estimation accuracy
The effect of displayed step count in smartwatches on the accuracy of daily step-count estimation and the potential underlying psychological factors have not been revealed. The study aimed for the following: (i) To investigate whether the counting and reporting of daily steps by a smartwatch increases the daily step-count estimation accuracy and (ii) to elucidating underlying psychological factors.A total of 34 healthy men and women participants wore smartwatches for 4 weeks. In week 1 (baseline), 3 (follow-up 1), and 8 (follow-up 2), the number of smartwatch displayed steps was blinded for each participant. In week 2 (Intervention), the number of steps was not blinded. During baseline and follow-ups 1 and 2, the participants were instructed to estimate their number of steps four times per day. During the 4-week wash-out period between follow-ups 1 and 2, no feedback was provided. The Body Awareness Questionnaire and the Body Responsiveness Questionnaire (BRQ) were used to elucidate the psychological facets of the assumed estimation accuracy.The mean absolute percentage error between the participants’ steps count estimations and measured steps counts were 29.49% (at baseline), 0.54% (intervention), 11.89% (follow-up 1), and 15.14% (follow-up 2), respectively. There was a significant effect between baseline and follow-up 1 [t (61.7) = 3.433, p < 0.001] but not between follow-up 1 and follow-up 2 [t (60.3) = −0.288, p = 0.774]. Only the BRQ subscale “Suppression of Bodily Sensations” appeared to be significant at the Baseline (p = 0.012; Bonferroni adjusted p = 0.048) as a factor influencing step-count estimation accuracy.The counting and reporting of daily steps with a smartwatch allows improving the subjective estimation accuracy of daily step counts, with a stabilizing effect for at least 6 weeks. Especially individuals who tend to suppress their bodily sensations are less accurate in their daily step-count estimation before the intervention.
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