Skip to main content
Top

2017 | OriginalPaper | Chapter

Considerations for Using Fitness Trackers in Psychophysiology Research

Authors : Lauren Reinerman-Jones, Jonathan Harris, Andrew Watson

Published in: Human Interface and the Management of Information: Information, Knowledge and Interaction Design

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Wrist worn fitness trackers have become ubiquitous in recent years. Economies of scale have drastically reduced the cost of these devices while concurrent advances in technology have expanded their physiological recording capabilities. These devices now contain numerous sensors capable of monitoring and collecting various physiological attributes. Additionally, some of these devices provide access to the application programming interface (API), allowing researchers direct access to the data. The use of these devices offers a wide-ranging benefit to the scientific research community. However, there are several factors to consider when selecting a fitness tracker for use in research. Data rights, data protection, and data quality are all important considerations that must be addressed. In addition, other factors, such as sensor types, capabilities, and sampling rates, can directly affect the utility of a wearable device for use in research. In this paper, the Microsoft Band 2 fitness tracker was selected to evaluate participant mental workload during task performance in a simulated nuclear nower plant (NPP) Main Control Room (MCR) as well as training effectiveness in UH-60A/L simulated environments. The Microsoft Band 2 fitness tracker was selected specifically for its optical hear rate sensor, API access to RR intervals (interval between two continuous heartbeats), and direct access to real-time streaming data from the device. To validate the utility of using the Microsoft Band 2 fitness trackers in scientific research, the RR interval and heart rate sensor readings need to be directly compared to FDA medical approved sensor readings. This paper discusses considerations when using a fitness tracker for psychophysiology research and compares data collected from the Microsoft Band 2 to two different FDA approved medical grade ECG devices.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Udovičić, G., Topić, A., Russo, M.: Wearable technologies for smart environments: a review with emphasis on BCI. In: 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), pp. 1–9. IEEE (2016) Udovičić, G., Topić, A., Russo, M.: Wearable technologies for smart environments: a review with emphasis on BCI. In: 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), pp. 1–9. IEEE (2016)
2.
go back to reference Kim, Y., Wang, H., Mahmud, M.: Wearable body sensor network for health care applications. In: Smart Textiles and Their Applications, p. 161 (2016) Kim, Y., Wang, H., Mahmud, M.: Wearable body sensor network for health care applications. In: Smart Textiles and Their Applications, p. 161 (2016)
3.
go back to reference Wilson, S.: Wearables Market to Be Worth $25 Billion by 2019 (2015). Accessed 2017 Wilson, S.: Wearables Market to Be Worth $25 Billion by 2019 (2015). Accessed 2017
4.
go back to reference Tehrani, K., Michael, A.: Wearable Technology and Wearable Devices: Everything You Need to Know. Wearable Devices Magazine (2014) Tehrani, K., Michael, A.: Wearable Technology and Wearable Devices: Everything You Need to Know. Wearable Devices Magazine (2014)
6.
go back to reference Goode, L.: The Apple Watch didn’t slow down sales of fitness trackers last year. The Verge, Vox Media (2016) Goode, L.: The Apple Watch didn’t slow down sales of fitness trackers last year. The Verge, Vox Media (2016)
7.
go back to reference Infantolino, Z., Miller, G.A.: Psychophysiological methods in neuroscience. In: Biswas-Diener, R., Diener, E. (eds.) Noba Project (2017) Infantolino, Z., Miller, G.A.: Psychophysiological methods in neuroscience. In: Biswas-Diener, R., Diener, E. (eds.) Noba Project (2017)
11.
go back to reference bin Syed Noh, S.A.: Galvanic Skin Response (2015) bin Syed Noh, S.A.: Galvanic Skin Response (2015)
12.
go back to reference Rhodes, H.B.: Accessing and using data from wearable fitness devices. J. AHIMA 85(9), 48–50 (2014) Rhodes, H.B.: Accessing and using data from wearable fitness devices. J. AHIMA 85(9), 48–50 (2014)
16.
go back to reference Hamilton, P.: Open Source ECG Analysis Software Documentation (2002) Hamilton, P.: Open Source ECG Analysis Software Documentation (2002)
18.
go back to reference Training, L.S.: UH-60 M Operational Flight Trainer (2010) Training, L.S.: UH-60 M Operational Flight Trainer (2010)
19.
go back to reference Mulder, L.: Measurement and analysis methods of heart rate and respiration for use in applied environments. Biol. Psychol. 34(2), 205–236 (1992)MathSciNetCrossRef Mulder, L.: Measurement and analysis methods of heart rate and respiration for use in applied environments. Biol. Psychol. 34(2), 205–236 (1992)MathSciNetCrossRef
Metadata
Title
Considerations for Using Fitness Trackers in Psychophysiology Research
Authors
Lauren Reinerman-Jones
Jonathan Harris
Andrew Watson
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-58521-5_47