Title
Measuring the effect of think aloud protocols on workload using fNIRS
Abstract
The Think Aloud Protocol (TAP) is a verbalisation technique widely employed in HCI user studies to give insight into user experience, yet little work has explored the impact that TAPs have on participants during user studies. This paper utilises a brain sensing technique, fNIRS, to observe the effect that TAPs have on participants. Functional Near-Infrared Spectroscopy (fNIRS) is a brain sensing technology that offers the potential to provide continuous, detailed insight into brain activity, enabling an objective view of cognitive processes during complex tasks. Participants were asked to perform a mathematical task under 4 conditions: nonsense verbalisations, passive concurrent think aloud protocol, invasive concurrent think aloud protocol, and a baseline of silence. Subjective ratings and performance measures were collected during the study. Our results provide a novel view into the effect that different forms of verbalisation have on workload during tasks. Further, the results provide a means for estimating the effect of spoken artefacts when measuring workload, which is another step towards our goal of proactively involving fNIRS analysis in ecologically valid user studies.
Year
DOI
Venue
2014
10.1145/2556288.2556974
CHI
Keywords
DocType
Citations 
fnirs analysis,brain activity,hci user study,novel view,verbalisation technique,user study,detailed insight,objective view,user experience,valid user study,hci,bci,human cognition,fnirs,human computer interaction,think aloud protocol,functional near infrared spectroscopy
Conference
8
PageRank 
References 
Authors
0.53
11
5
Name
Order
Citations
PageRank
Matthew F. Pike1305.24
Horia A. Maior2203.57
Martin Porcheron36212.56
Sarah C. Sharples4355.82
Max L. Wilson540944.58