Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction.

Thomas Kim Kroman Kjeldsen; Thomas Bendix  Nielsen; Hamzah Ziadeh; Steffen Lehmann; Louise Dørr  Nielsen; Dávid  Gulyás; Bastian Ilsø Hougaard; Hendrik Knoche; Mads Rovsing Jochumsen

doi:10.1109/BIBE52308.2021.9635586

Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction.

Thomas Kim Kroman Kjeldsen, Thomas Bendix Nielsen, Hamzah Ziadeh, Steffen Lehmann , Louise Dørr Nielsen, Dávid Gulyás, Bastian Ilsø Hougaard, Hendrik Knoche, Mads Rovsing Jochumsen

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

3 Citations (Scopus)

98 Downloads (Pure)

Abstract

Brain-computer interfaces (BCIs) provide users with a means to control external devices or applications using only voluntarily produced brain activity. Controlling a BCI through motor imagery is a skill that must be acquired, however, little evidence is available on how the user's agency and frustration are affected by different types of feedback during an interaction with a BCI. This was investigated during a virtual reality interaction where 14 naive participants controlled an avatar with a BCI while receiving either continuous or discrete feedback on their performance. The agency, frustration, ownership and BCI performance were assessed after each of the two conditions (continuous and discrete feedback). There was no statistical difference between the conditions although the participants generally rated agency higher for the continuous feedback which was also uncorrelated to the BCI performance. This suggests that continuous feedback can be useful for increasing agency for users with poor BCI performance by providing them with some knowledge of performance.

Original language	English
Title of host publication	2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)
Number of pages	5
Publisher	IEEE
Publication date	15 Dec 2021
Pages	1-5
Article number	9635586
ISBN (Print)	978-1-6654-4262-6
ISBN (Electronic)	978-1-6654-4261-9
DOIs	https://doi.org/10.1109/BIBE52308.2021.9635586
Publication status	Published - 15 Dec 2021
Event	21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021 - Kragujevac, Serbia Duration: 25 Oct 2021 → 27 Oct 2021

Conference

Conference	21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021
Country/Territory	Serbia
City	Kragujevac
Period	25/10/2021 → 27/10/2021
Sponsor	Institute of Electrical and Electronic Engineers (IEEE), Ministry of Education, Science and Technological Development of the Republic of Serbia, Research and Development Center for Bioengineering BioIRC, University of Kragujevac

Series	International Conference on Bioinformatics and Bioengineering
ISSN	2471-7819

Access to Document

10.1109/BIBE52308.2021.9635586

"I Saw My Progress" - Kjeldsen et al (Accepted Manuscript)Accepted author manuscript, 309 KBLicence: Unspecified

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1 Finished

Brain-controlled exoskeletons for stroke rehabilitation: Technology transfer from prototype to home use
Jochumsen, M. R., Dinesen, B., Hougaard, B. I., Kjær, T. W., Knoche, H., Kidmose, P. & Kristensen, M. S.
01/09/2018 → 31/03/2022
Project: Research

1 Guest lecturers

Mapping the landscape of game-based interactions for BCI based rehabilitation
Bastian Ilsø Hougaard (Lecturer) & Hendrik Knoche (Lecturer)
14 Dec 2021
Activity: Talks and presentations › Guest lecturers

3 Citations
2 Journal article
1 Article in proceeding
1 Conference article in Journal

Modulating Frustration and Agency Using Fabricated Input for Motor Imagery BCIs in Stroke Rehabilitation
Hougaard, B. I., Knoche, H., Kristensen, M. S. & Jochumsen, M. R., 4 Jul 2022, In: IEEE Access. 10, p. 72312-72327 16 p., 9813712.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
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3 Citations (Scopus)

43 Downloads (Pure)
How can we help? Towards a design framework for performance-accommodation mechanisms for users struggling with input
Rossau, I. G., Bugge Skammelsen, R., Czapla, J., Hougaard, B. I., Knoche, H. & Jochumsen, M. R., 18 Oct 2021, CHI PLAY 2021 - Extended Abstracts of the 2021 Annual Symposium on Computer-Human Interaction in Play. New York: Association for Computing Machinery, p. 10-16 7 p.
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
1 Citation (Scopus)

70 Downloads (Pure)
Who willed it? Decreasing Frustration by Manipulating Perceived Control through Fabricated Input for Stroke Rehabilitation BCI Games
Hougaard, B. I., Rossau, I. G., Czapla, J. J., Miko, M. A., Bugge Skammelsen, R., Knoche, H. & Jochumsen, M., Sept 2021, In: Proceedings of the ACM on Human-Computer Interaction. 5, p. 1-19 19 p.
Research output: Contribution to journal › Conference article in Journal › Research › peer-review

Open Access
File
6 Citations (Scopus)

193 Downloads (Pure)

Cite this

Kjeldsen, T. K. K., Nielsen, T. B., Ziadeh, H., Lehmann , S., Nielsen, L. D., Gulyás, D., Hougaard, B. I., Knoche, H., & Jochumsen, M. R. (2021). Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. In 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (pp. 1-5). [9635586] IEEE. International Conference on Bioinformatics and Bioengineering https://doi.org/10.1109/BIBE52308.2021.9635586

Kjeldsen, Thomas Kim Kroman ; Nielsen, Thomas Bendix ; Ziadeh, Hamzah et al. / Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE). IEEE, 2021. pp. 1-5 (International Conference on Bioinformatics and Bioengineering).

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abstract = "Brain-computer interfaces (BCIs) provide users with a means to control external devices or applications using only voluntarily produced brain activity. Controlling a BCI through motor imagery is a skill that must be acquired, however, little evidence is available on how the user's agency and frustration are affected by different types of feedback during an interaction with a BCI. This was investigated during a virtual reality interaction where 14 naive participants controlled an avatar with a BCI while receiving either continuous or discrete feedback on their performance. The agency, frustration, ownership and BCI performance were assessed after each of the two conditions (continuous and discrete feedback). There was no statistical difference between the conditions although the participants generally rated agency higher for the continuous feedback which was also uncorrelated to the BCI performance. This suggests that continuous feedback can be useful for increasing agency for users with poor BCI performance by providing them with some knowledge of performance.",

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Kjeldsen, TKK, Nielsen, TB, Ziadeh, H, Lehmann , S, Nielsen, LD, Gulyás, D , Hougaard, BI , Knoche, H & Jochumsen, MR 2021, Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. in 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)., 9635586, IEEE, International Conference on Bioinformatics and Bioengineering, pp. 1-5, 21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021, Kragujevac, Serbia, 25/10/2021. https://doi.org/10.1109/BIBE52308.2021.9635586

Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. / Kjeldsen, Thomas Kim Kroman; Nielsen, Thomas Bendix ; Ziadeh, Hamzah et al.
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE). IEEE, 2021. p. 1-5 9635586 (International Conference on Bioinformatics and Bioengineering).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

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AU - Kjeldsen, Thomas Kim Kroman

AU - Nielsen, Thomas Bendix

AU - Ziadeh, Hamzah

AU - Lehmann , Steffen

AU - Nielsen, Louise Dørr

AU - Gulyás, Dávid

AU - Hougaard, Bastian Ilsø

AU - Knoche, Hendrik

AU - Jochumsen, Mads Rovsing

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AB - Brain-computer interfaces (BCIs) provide users with a means to control external devices or applications using only voluntarily produced brain activity. Controlling a BCI through motor imagery is a skill that must be acquired, however, little evidence is available on how the user's agency and frustration are affected by different types of feedback during an interaction with a BCI. This was investigated during a virtual reality interaction where 14 naive participants controlled an avatar with a BCI while receiving either continuous or discrete feedback on their performance. The agency, frustration, ownership and BCI performance were assessed after each of the two conditions (continuous and discrete feedback). There was no statistical difference between the conditions although the participants generally rated agency higher for the continuous feedback which was also uncorrelated to the BCI performance. This suggests that continuous feedback can be useful for increasing agency for users with poor BCI performance by providing them with some knowledge of performance.

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Kjeldsen TKK, Nielsen TB, Ziadeh H, Lehmann S, Nielsen LD, Gulyás D et al. Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. In 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE). IEEE. 2021. p. 1-5. 9635586. (International Conference on Bioinformatics and Bioengineering). doi: 10.1109/BIBE52308.2021.9635586

Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction.

Abstract

Conference

Access to Document

AUB Link

Fingerprint

Projects

Brain-controlled exoskeletons for stroke rehabilitation: Technology transfer from prototype to home use

Activities

Mapping the landscape of game-based interactions for BCI based rehabilitation

Research output

Modulating Frustration and Agency Using Fabricated Input for Motor Imagery BCIs in Stroke Rehabilitation

How can we help? Towards a design framework for performance-accommodation mechanisms for users struggling with input

Who willed it? Decreasing Frustration by Manipulating Perceived Control through Fabricated Input for Stroke Rehabilitation BCI Games

Cite this