Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2008 Mar;77(3):277-83.
doi: 10.1016/j.biopsycho.2007.10.014. Epub 2007 Nov 4.

Workload assessment of computer gaming using a single-stimulus event-related potential paradigm

Affiliations

Workload assessment of computer gaming using a single-stimulus event-related potential paradigm

Brendan Z Allison et al. Biol Psychol. 2008 Mar.

Abstract

Behavioral and event-related potential (ERP) measures were used to assess cognitive workload from expert computer gamers playing a "first-person shooter" video game. Game difficulty level was manipulated in separate conditions by adjusting the number of enemies (view, easy, medium, and hard). Infrequently presented single-stimulus tones were either ignored or counted across difficulty conditions. Game performance and tone-counting accuracy declined as game difficulty increased. ERP component amplitudes diminished for both the tone ignore and counting conditions as game difficulty increased. The findings suggest that cognitive workload induced by video gaming can be reliably assessed through behavioral and neuroelectric means, and that the single-stimulus paradigm can be a useful tool for evaluating workload in an immersive stimulus environment with less distraction than conventional tools.

PubMed Disclaimer

Figures

Figure 1
Figure 1
Grand average waveforms from the view, easy, medium, and hard task conditions for each of the midline electrodes (N=14).
Figure 2
Figure 2
N1, P2, N2, P3, SW1, and SW2 mean amplitude as a function of the view, easy, medium, and hard task conditions from the Fz, Cz, and Pz electrodes.

References

    1. Allison BZ, Moore MM. Presentation at the Society for Neuroscience. San Diego, CA: 2004. Field validation of P3 BCI under adverse conditions. (Number 263.9.).
    1. Allison BZ, Winter Wolpaw E, Wolpaw JR. Poll E, editor. Brain computer interface systems: Progress and prospects. British review of medical devices. 2007 Jul;4(4):463–474. - PubMed
    1. Bayliss JD. Use of the evoked potential P3 component for control in a virtual apartment. IEEE Transactions on Neural Systems Rehabilitation Engineering. 2003;11:113–116. - PubMed
    1. Bayliss JD, Ballard DH. A virtual reality testbed for brain-computer interface research. IEEE Transactions on Rehabilitation Engineering. 2000;8:188–190. - PubMed
    1. Berka C, Levendowski DJ, Lumicao MN, Yau A, Davis G, Zivkovic VT, Olmstead RE, Tremoulet PD, Craven PL. EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks. Aviat Space Environ Med. 2007 May;78(5 Suppl):B231–44. 2007. - PubMed

Publication types