The capability of measuring specific neurophysiological and autonomic parameters plays a crucial role in the objective evaluation of a human’s mental and emotional states. These human aspects are commonly known in the scientific literature to be involved in a wide range of processes, such as stress and arousal. These aspects represent a relevant factor especially in real and operational environments. Neurophysiological autonomic parameters, such as Electrodermal Activity (EDA) and Photoplethysmographic data (PPG), have been usually investigated through research-graded devices, therefore resulting in a high degree of invasiveness, which could negatively interfere with the monitored user’s activity. For such a reason, in the last decade, recent consumer-grade wearable devices, usually designed for fitness-tracking purposes, are receiving increasing attention from the scientific community, and are characterized by a higher comfort, ease of use and, therefore, by a higher compatibility with daily-life environments. The present preliminary study was aimed at assessing the reliability of a consumer wearable device, i.e., the Fitbit Sense, with respect to a research-graded wearable, i.e., the Empatica E4 wristband, and a laboratory device, i.e., the Shimmer GSR3+. EDA and PPG data were collected among 12 participants while they performed multiple resting conditions. The results demonstrated that the EDA- and PPG-derived features computed through the wearable and research devices were positively and significantly correlated, while the reliability of the consumer device was significantly lower.

Wearable technologies for electrodermal and cardiac activity measurements: a comparison between fitbit sense, empatica E4 and shimmer GSR3+ / Ronca, Vincenzo; Martinez-Levy, Ana C.; Vozzi, Alessia; Giorgi, Andrea; Aricò, Pietro; Capotorto, Rossella; Borghini, Gianluca; Babiloni, Fabio; Di Flumeri, Gianluca. - In: SENSORS. - ISSN 1424-8220. - 23:13(2023), pp. 1-12. [10.3390/s23135847]

Wearable technologies for electrodermal and cardiac activity measurements: a comparison between fitbit sense, empatica E4 and shimmer GSR3+

Ronca, Vincenzo
Primo
;
Vozzi, Alessia;Aricò, Pietro;Capotorto, Rossella;Borghini, Gianluca;Babiloni, Fabio
Penultimo
;
Di Flumeri, Gianluca
Ultimo
2023

Abstract

The capability of measuring specific neurophysiological and autonomic parameters plays a crucial role in the objective evaluation of a human’s mental and emotional states. These human aspects are commonly known in the scientific literature to be involved in a wide range of processes, such as stress and arousal. These aspects represent a relevant factor especially in real and operational environments. Neurophysiological autonomic parameters, such as Electrodermal Activity (EDA) and Photoplethysmographic data (PPG), have been usually investigated through research-graded devices, therefore resulting in a high degree of invasiveness, which could negatively interfere with the monitored user’s activity. For such a reason, in the last decade, recent consumer-grade wearable devices, usually designed for fitness-tracking purposes, are receiving increasing attention from the scientific community, and are characterized by a higher comfort, ease of use and, therefore, by a higher compatibility with daily-life environments. The present preliminary study was aimed at assessing the reliability of a consumer wearable device, i.e., the Fitbit Sense, with respect to a research-graded wearable, i.e., the Empatica E4 wristband, and a laboratory device, i.e., the Shimmer GSR3+. EDA and PPG data were collected among 12 participants while they performed multiple resting conditions. The results demonstrated that the EDA- and PPG-derived features computed through the wearable and research devices were positively and significantly correlated, while the reliability of the consumer device was significantly lower.
2023
electrodermal activity; photoplethysmography; consumer wearables
01 Pubblicazione su rivista::01a Articolo in rivista
Wearable technologies for electrodermal and cardiac activity measurements: a comparison between fitbit sense, empatica E4 and shimmer GSR3+ / Ronca, Vincenzo; Martinez-Levy, Ana C.; Vozzi, Alessia; Giorgi, Andrea; Aricò, Pietro; Capotorto, Rossella; Borghini, Gianluca; Babiloni, Fabio; Di Flumeri, Gianluca. - In: SENSORS. - ISSN 1424-8220. - 23:13(2023), pp. 1-12. [10.3390/s23135847]
File allegati a questo prodotto
File Dimensione Formato  
Ronca_Wearable_2023.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 2.93 MB
Formato Adobe PDF
2.93 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1684529
Citazioni
  • ???jsp.display-item.citation.pmc??? 5
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 5
social impact