A Critique of Electrodermal Activity Practices at CHI

要旨

Electrodermal activity data is widely used in HCI to capture rich and unbiased signals. Results from related fields, however, have suggested several methodological issues that can arise when practices do not follow established standards. In this paper, we present a systematic methodological review of CHI papers involving the use of EDA data according to best practices from the field of psychophysiology, where standards are well-established and mature. We found severe issues in our sample at all stages of the research process. To ensure the validity of future research, we highlight pitfalls and offer directions for how to improve community standards.

受賞
Honorable Mention
著者
Ebrahim Babaei
University of Melbourne, Melbourne, Victoria, Australia
Benjamin Tag
University of Melbourne, Melbourne, Victoria, Australia
Tilman Dingler
University of Melbourne, Melbourne, Victoria, Australia
Eduardo Velloso
University of Melbourne, Melbourne, Victoria, Australia
DOI

10.1145/3411764.3445370

論文URL

https://doi.org/10.1145/3411764.3445370

動画

会議: CHI 2021

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2021.acm.org/)

セッション: Trust, Transparency & Sharing Online

[B] Paper Room 07, 2021-05-14 01:00:00~2021-05-14 03:00:00 / [C] Paper Room 07, 2021-05-14 09:00:00~2021-05-14 11:00:00 / [A] Paper Room 07, 2021-05-13 17:00:00~2021-05-13 19:00:00
Paper Room 07
14 件の発表
2021-05-14 01:00:00
2021-05-14 03:00:00
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