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

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

3 Citationer (Scopus)

139 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.

Originalsprog	Engelsk
Titel	2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)
Antal sider	5
Forlag	IEEE
Publikationsdato	15 dec. 2021
Sider	1-5
Artikelnummer	9635586
ISBN (Trykt)	978-1-6654-4262-6
ISBN (Elektronisk)	978-1-6654-4261-9
DOI	https://doi.org/10.1109/BIBE52308.2021.9635586
Status	Udgivet - 15 dec. 2021
Begivenhed	21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021 - Kragujevac, Serbien Varighed: 25 okt. 2021 → 27 okt. 2021

Konference

Konference	21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021
Land/Område	Serbien
By	Kragujevac
Periode	25/10/2021 → 27/10/2021
Sponsor	Institute of Electrical and Electronic Engineers (IEEE), Ministry of Education, Science and Technological Development of Republic Of Serbia, Research and Development Center for Bioengineering BioIRC, University of Kragujevac

Navn	International Conference on Bioinformatics and Bioengineering
ISSN	2471-7819

Adgang til dokumentet

10.1109/BIBE52308.2021.9635586

"I Saw My Progress" - Kjeldsen et al (Accepted Manuscript)Accepteret manuskript, 309 KBLicens: Ikke-specificeret

AUB Link

Søg efter materialet i Aalborg Universitetsbiblioteks søgemaskine

1 Afsluttet

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
Projekter: Projekt › Forskning

1 Gæsteforelæsning

Mapping the landscape of game-based interactions for BCI based rehabilitation
Bastian Ilsø Hougaard (Foredragsholder) & Hendrik Knoche (Foredragsholder)
14 dec. 2021
Aktivitet: Foredrag og mundtlige bidrag › Gæsteforelæsning

3 Citationer
2 Tidsskriftartikel
1 Konferenceartikel i proceeding
1 Konferenceartikel i tidsskrift

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, I: IEEE Access. 10, s. 72312-72327 16 s., 9813712.
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

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3 Citationer (Scopus)

81 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 okt. 2021, CHI PLAY 2021 - Extended Abstracts of the 2021 Annual Symposium on Computer-Human Interaction in Play. New York: Association for Computing Machinery, s. 10-16 7 s.
Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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2 Citationer (Scopus)

105 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., sep. 2021, I: Proceedings of the ACM on Human-Computer Interaction. 5, s. 1-19 19 s.
Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

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7 Citationer (Scopus)

223 Downloads (Pure)

Citationsformater

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. I 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (s. 1-5). Artikel 9635586 IEEE. 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. s. 1-5 (International Conference on Bioinformatics and Bioengineering).

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

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.",

author = "Kjeldsen, {Thomas Kim Kroman} and Nielsen, {Thomas Bendix} and Hamzah Ziadeh and Steffen Lehmann and Nielsen, {Louise D{\o}rr} and D{\'a}vid Guly{\'a}s and Hougaard, {Bastian Ils{\o}} and Hendrik Knoche and Jochumsen, {Mads Rovsing}",

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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. i 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)., 9635586, IEEE, International Conference on Bioinformatics and Bioengineering, s. 1-5, 21st IEEE International Conference on BioInformatics and BioEngineering, BIBE 2021, Kragujevac, Serbien, 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. s. 1-5 9635586 (International Conference on Bioinformatics and Bioengineering).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › 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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N2 - 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.

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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ER -

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. I 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE). IEEE. 2021. s. 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

Konference

Adgang til dokumentet

AUB Link

Fingeraftryk

Projekter

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

Aktiviteter

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

Publikation

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

Citationsformater