Validation of the Fitbit Charge 5 for the Detection of Heart Rate and Electrodermal Activity.

IF 2.8 2区 心理学 Q2 NEUROSCIENCES
Katherine Ko, Genevieve McArthur, Carly Johnco
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Abstract

Wearable devices are increasingly used to evaluate psychophysiological markers of anxiety for continuous health monitoring. Consumer-grade wearable devices, such as Fitbits, have the potential for widespread use and dissemination given their affordability and accessibility for both research and clinical settings. However, the validation of consumer-grade devices against research-grade devices is required. This study aimed to evaluate and compare the accuracy of the Fitbit Charge 5 against a research-grade wearable device, the Equivital EQ02, in measuring psychophysiological parameters of anxiety, specifically heart rate (HR) and electrodermal activity (EDA). Fifty-five undergraduate students (Mage = 19.4, SDage = 1.6, 46% female) wore both Fitbit and Equivital devices whilst completing social stressor and reading tasks. Statistical analyses demonstrated significant moderate correlations between the two devices for heart rate (HR) estimates (rs = 0.45-0.58) and low to moderate correlations for electrodermal activity (EDA) estimates (rs = 0.42-0.50). Intraclass correlations were moderate for both HR (ICCs = 0.53-0.72) and EDA (ICCs = 0.46-0.64) across conditions (ps < 0.05). Furthermore, Bland-Altman analyses revealed that the Fitbit showed a pattern of underestimation of HR (ranging from 24 to 32 bpm) and overestimation of EDA (ranging from -12.92 to 10.29 μS) compared to the Equivital. These findings highlight potential reliability concerns with the Fitbit Charge 5 in measuring physiological data. While the device may have some utility in assessing HR and EDA, it is crucial to approach the interpretation of data from consumer-grade wearable devices with caution due to potential accuracy limitations.

Abstract Image

Abstract Image

验证Fitbit充电5检测心率和皮肤电活动。
可穿戴设备越来越多地用于评估焦虑的心理生理指标,以进行持续的健康监测。消费级可穿戴设备,如fitbit,具有广泛使用和传播的潜力,因为它们在研究和临床环境中都价格合理且易于获得。然而,需要对消费级设备和研究级设备进行验证。本研究旨在评估和比较Fitbit Charge 5与研究级可穿戴设备Equivital EQ02在测量焦虑心理生理参数(特别是心率(HR)和皮电活动(EDA))方面的准确性。55名本科生(Mage = 19.4, SDage = 1.6, 46%为女性)在完成社交压力源和阅读任务时同时佩戴Fitbit和Equivital设备。统计分析表明,两种设备的心率(HR)估计值之间存在显著的中度相关性(rs = 0.45-0.58),而皮电活动(EDA)估计值之间存在低至中度相关性(rs = 0.42-0.50)。不同条件下,HR (ICCs = 0.53-0.72)和EDA (ICCs = 0.46-0.64)的类内相关性均为中等(ps < 0.05)。此外,Bland-Altman分析显示,与Equivital相比,Fitbit表现出HR低估(范围为24 ~ 32 bpm)和EDA高估(范围为-12.92 ~ 10.29 μS)的模式。这些发现突出了Fitbit Charge 5在测量生理数据方面的潜在可靠性问题。虽然该设备在评估HR和EDA方面可能有一定的效用,但由于潜在的准确性限制,对消费级可穿戴设备的数据进行解释是至关重要的。
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来源期刊
Psychophysiology
Psychophysiology 医学-神经科学
CiteScore
6.80
自引率
8.10%
发文量
225
审稿时长
2 months
期刊介绍: Founded in 1964, Psychophysiology is the most established journal in the world specifically dedicated to the dissemination of psychophysiological science. The journal continues to play a key role in advancing human neuroscience in its many forms and methodologies (including central and peripheral measures), covering research on the interrelationships between the physiological and psychological aspects of brain and behavior. Typically, studies published in Psychophysiology include psychological independent variables and noninvasive physiological dependent variables (hemodynamic, optical, and electromagnetic brain imaging and/or peripheral measures such as respiratory sinus arrhythmia, electromyography, pupillography, and many others). The majority of studies published in the journal involve human participants, but work using animal models of such phenomena is occasionally published. Psychophysiology welcomes submissions on new theoretical, empirical, and methodological advances in: cognitive, affective, clinical and social neuroscience, psychopathology and psychiatry, health science and behavioral medicine, and biomedical engineering. The journal publishes theoretical papers, evaluative reviews of literature, empirical papers, and methodological papers, with submissions welcome from scientists in any fields mentioned above.
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