Investigation of the Validity and Reliability of Two Smart Bands Selected That Count Steps at Different Walking Speed
Year 2023,
Volume: 14 Issue: 3, 279 - 296, 29.12.2023
Mehmet Emin Yıldız
,
İlker Günel
Abstract
Whether activity monitor smart wristbands that have become widespread can accurately estimate the step count while walking is a matter of curiosity. The current study aims to analyze the validity and reliability of step count (SC) estimation at normal walking and fast walking pace under controlled conditions of two selected smart wristbands of the leading wearable device vendors, Xiaomi (Mi4) and Huawei (H4). Twenty healthy adult male and twenty healthy adult female were included in the study and analyzed separately. The mean age of male and female participants was 22.25 and 21.62 years, with BMI values of 24.22 kg/m2 and 21.42 kg/m2, respectively. The above-ground walking protocol consisted of four separate five-minute tests: Normal Walking Test, Normal Walking Retest, Fast Walking Test, and Fast Walking Retest. In the study, the analyses were performed by using activity monitor measurements and criterion measurements (the number of steps determined from video recordings), compatibility of test-retest measurement values, error indicators (MPE and MAPE), Intraclass Correlation Coefficients (ICC), and Bland-Altman limits of agreement. According to the current study results, it was revealed that the MAPE values recorded for Mi4 and H4 smart wristbands for both normal and fast walking pace in male and female participants were <5%, which was deemed excellent. According to all analyses, the H4 device was found to be valid and reliable, but according to ICC and Pearson Correlation analyses, the Mi4 device was not found to be valid and reliable at fast walking pace.
Ethical Statement
This study was approved by the decision of Clinical Research Ethics Committee in Uşak University Faculty of Medicine dated 25.05.2022 and numbered 84-84-10, and it was conducted in accordance with Helsinki Declaration.
Supporting Institution
This study has no funding.
Thanks
The authors would like to express their gratitude to the participants who voluntarily participated in this research.
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Year 2023,
Volume: 14 Issue: 3, 279 - 296, 29.12.2023
Mehmet Emin Yıldız
,
İlker Günel
References
- Amazon, (2023 Nov 29). "Smart Band" Results. https://www.amazon.com
- An, H. S., Jones, G. C., Kang, S. K., Welk, G. J., & Lee, J. M. (2017). How valid are wearable physical activity trackers for measuring steps?. European journal of sport science, 17(3), 360–368. https://doi.org/10.1080/17461391.2016.1255261
- Bassett, D. R., Jr., Toth, L. P., LaMunion, S. R., & Crouter, S. E. (2017). Step Counting: A Review of Measurement Considerations and Health-Related Applications. Sports medicine (Auckland, N.Z.), 47(7), 1303–1315. https://doi.org/10.1007/s40279-016-0663-1
- Bunn, J. A., Navalta, J. W., Fountaine, C. J., & Reece, J. D. (2018). Current State of Commercial Wearable Technology in Physical Activity Monitoring 2015-2017. International journal of exercise science, 11(7), 503–515. PMC5841672
- Carlin, T., & Vuillerme, N. (2021). Step and Distance Measurement From a Low-Cost Consumer-Based Hip and Wrist Activity Monitor: Protocol for a Validity and Reliability Assessment. JMIR research protocols, 10(1), e21262. https://doi.org/10.2196/21262
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- CTA (Consumer Technology Association), (2016). Physical Activity Monitoring for Step Counting. (2023 Nov 29) https://www.cta.tech/
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- Johnston, W., Judice, P. B., Molina García, P., Mühlen, J. M., Lykke Skovgaard, E., Stang, J., Schumann, M., Cheng, S., Bloch, W., Brønd, J. C., Ekelund, U., Grøntved, A., Caulfield, B., Ortega, F. B., & Sardinha, L. B. (2020). Recommendations for determining the validity of consumer wearable and smartphone step count: expert statement and checklist of the INTERLIVE network. British journal of sports medicine, 55(14), 780–793. https://doi.org/10.1136/bjsports-2020-103147
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- St Fleur, R. G., St George, S. M., Leite, R., Kobayashi, M., Agosto, Y., & Jake-Schoffman, D. E. (2021). Use of Fitbit Devices in Physical Activity Intervention Studies Across the Life Course: Narrative Review. JMIR mHealth and uHealth, 9(5), e23411. https://doi.org/10.2196/23411
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- Topalidis, P., Florea, C., Eigl, E. S., Kurapov, A., Leon, C. A. B., & Schabus, M. (2021). Evaluation of a Low-Cost Commercial Actigraph and Its Potential Use in Detecting Cultural Variations in Physical Activity and Sleep. Sensors (Basel, Switzerland), 21(11), 3774. https://doi.org/10.3390/s21113774
- Xiaomi (2022, Aug 20). Mi Smart Band 4. https://www.mi.com/tr/mi-smart-band-4/
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