Measuring the effect of think aloud protocols on workload using fNIRS

Pike, M., Maior, Horia, Porcheron, M. , Sharples, S. and Wilson, M.L. (2014) Measuring the effect of think aloud protocols on workload using fNIRS. In: SIGCHI Conference on Human Factors in Computing Systems, April, 2014, Toronto Ontario Canada.

Full content URL: http://doi.org/10.1145/2556288.2556974

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Item Type:Conference or Workshop contribution (Paper)
Item Status:Live Archive

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.

Additional Information:cited By 24
Divisions:College of Science > School of Computer Science
ID Code:39513
Deposited On:17 Jan 2020 09:48

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