TY - GEN
T1 - Consumer-Grade EEG Instruments
T2 - Virtual conference NeuroIS Retreat, 2020
AU - Riedl, René
AU - Minas, Randall
AU - Dennis, Alan R.
AU - Müller-Putz, Gernot
N1 - Publisher Copyright:
© 2020, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - Application of good methodological standards is critical in science because such standards constitute a precondition for high-quality research results. A fundamental question which has recently been raised in the NeuroIS literature is whether consumer-grade electroencephalography (EEG) instruments offer measurement quality that is comparable to research-grade instruments. Importantly, a notable number of EEG papers in the NeuroIS literature already used consumer-grade instruments, predominantly because such tools are typically portable, wireless, cheap, and easy to use. However, there is an ongoing discussion in the scientific community about these tools’ measurement quality. To contribute to this discussion, we reviewed prior research to document major insights on the measurement quality of consumer-grade products. In essence, our results indicate that consumer-grade EEG instruments constitute a viable alternative to high-quality research tools. However, there are two important constraints on their use. First, as with any research, the use of consumer-grade systems is appropriate only when tied to the correct type of analysis. Second, in order to establish more definitive conclusions on consumer-grade systems’ appropriateness, empirical validation studies are needed based on Information Systems (IS) tasks, paradigms, and types of analysis, and several other limiting factors have to be considered.
AB - Application of good methodological standards is critical in science because such standards constitute a precondition for high-quality research results. A fundamental question which has recently been raised in the NeuroIS literature is whether consumer-grade electroencephalography (EEG) instruments offer measurement quality that is comparable to research-grade instruments. Importantly, a notable number of EEG papers in the NeuroIS literature already used consumer-grade instruments, predominantly because such tools are typically portable, wireless, cheap, and easy to use. However, there is an ongoing discussion in the scientific community about these tools’ measurement quality. To contribute to this discussion, we reviewed prior research to document major insights on the measurement quality of consumer-grade products. In essence, our results indicate that consumer-grade EEG instruments constitute a viable alternative to high-quality research tools. However, there are two important constraints on their use. First, as with any research, the use of consumer-grade systems is appropriate only when tied to the correct type of analysis. Second, in order to establish more definitive conclusions on consumer-grade systems’ appropriateness, empirical validation studies are needed based on Information Systems (IS) tasks, paradigms, and types of analysis, and several other limiting factors have to be considered.
KW - Brain
KW - Consumer-grade EEG
KW - EEG
KW - Electroencephalography
KW - EPOC
KW - NeuroIS
KW - Research-grade EEG
UR - http://www.scopus.com/inward/record.url?scp=85096594356&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-60073-0_41
DO - 10.1007/978-3-030-60073-0_41
M3 - Conference contribution
AN - SCOPUS:85096594356
SN - 9783030600723
T3 - Lecture Notes in Information Systems and Organisation
SP - 350
EP - 361
BT - Information Systems and Neuroscience - NeuroIS Retreat 2020
A2 - Davis, Fred D.
A2 - Riedl, René
A2 - vom Brocke, Jan
A2 - Léger, Pierre-Majorique
A2 - Randolph, Adriane B.
A2 - Fischer, Thomas
PB - Springer
Y2 - 2 June 2020 through 4 June 2020
ER -