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Adaptative computerized cognitive training decreases mental workload during working memory precision task - A preliminary fNIRS study (2024)
Journal Article
Landowska, A., Wilson, M. L., Craven, M. P., & Harrington, K. (2024). Adaptative computerized cognitive training decreases mental workload during working memory precision task - A preliminary fNIRS study. International Journal of Human-Computer Studies, 184, Article 103206. https://doi.org/10.1016/j.ijhcs.2023.103206

With the growing concern for the health of ageing populations, much research continues to look at the impact of cognitive training, particularly in relation to cognitive decline. We sought to use novel techniques, including augmented reality and port... Read More about Adaptative computerized cognitive training decreases mental workload during working memory precision task - A preliminary fNIRS study.

Designing Apps to Track Mental Workload (2023)
Presentation / Conference
Wilson, M., Shaban, J., Ma, X., Shalliker, M., Midha, S., & Sharples, S. (2023, September). Designing Apps to Track Mental Workload. Paper presented at The Future of Cognitive Personal Informatics, Athens, Greece and online

Brain-related wearables are now freely available on the market, and with even wrist-worn devices making estimates about cognitive activity, understanding Cognitive Personal Informatics (CogPI) has become a pressing issue. In this paper, we present a... Read More about Designing Apps to Track Mental Workload.

When High Mental Workload is Good and Low Mental Workload is Bad (2023)
Presentation / Conference
Shaban, J., Roy, M., Stephens-Marsh, M., Wilson, M. L., & Sharples, S. (2023, September). When High Mental Workload is Good and Low Mental Workload is Bad. Paper presented at The Future of Cognitive Personal Informatics, Athens, Greece and online

Brain-related wearables are now freely available on the market, and with even wrist-worn devices making estimates about cognitive activity, understanding cognitive personal informatics has become a pressing issue. Mental Workload is an emotionally ag... Read More about When High Mental Workload is Good and Low Mental Workload is Bad.

The future of manufacturing: Utopia or dystopia? (2022)
Journal Article
Marinescu, A., Argyle, E. M., Duvnjak, J., Wilson, M. L., Lawson, G., Sharples, S., …Justham, L. (2023). The future of manufacturing: Utopia or dystopia?. Human Factors and Ergonomics in Manufacturing and Service Industries, 33(2), 184-200. https://doi.org/10.1002/hfm.20976

Digital manufacturing technologies (DMTs) have the potential to transform industry productivity, but their introduction into the workplace is often a complex process, requiring not only technical expertise but also an awareness of ethical and societa... Read More about The future of manufacturing: Utopia or dystopia?.

Perceptions of Cognitive Training Games and Assessment Technologies for Dementia: Acceptability Study with Patient and Public Involvement Workshops (2022)
Journal Article
Harrington, K., Craven, M. P., Wilson, M. L., & Landowska, A. (2022). Perceptions of Cognitive Training Games and Assessment Technologies for Dementia: Acceptability Study with Patient and Public Involvement Workshops. JMIR Serious Games, 10(2), Article e32489. https://doi.org/10.2196/32489

Background: Cognitive training and assessment technologies offer the promise of dementia risk reduction and a more timely diagnosis of dementia, respectively. Cognitive training games may help reduce the lifetime risk of dementia by helping to build... Read More about Perceptions of Cognitive Training Games and Assessment Technologies for Dementia: Acceptability Study with Patient and Public Involvement Workshops.

Using Patient and Public Involvement to Elicit Opinion on Cognitive Training Games and Assessment Technologies for Dementia (2022)
Working Paper
Harrington, K., Craven, M. P., Wilson, M. L., & Landowska, A. Using Patient and Public Involvement to Elicit Opinion on Cognitive Training Games and Assessment Technologies for Dementia

Background: Cognitive training and assessment technologies offer the promise of dementia risk reduction and more timely diagnosis of dementia respectively. Cognitive training technologies may help to reduce the lifetime risk of dementia by helping... Read More about Using Patient and Public Involvement to Elicit Opinion on Cognitive Training Games and Assessment Technologies for Dementia.

Exploring User Opinion on the Benefits of Cognitive Games Through an Online Walkthrough and Interview (2021)
Book Chapter
Harrington, K., Craven, M. P., Wilson, M. L., & Landowska, A. (2021). Exploring User Opinion on the Benefits of Cognitive Games Through an Online Walkthrough and Interview. In Human Aspects of IT for the Aged Population. Technology Design and Acceptance (21-32). Switzerland: Springer Nature. https://doi.org/10.1007/978-3-030-78108-8_2

Online walkthrough interviews were conducted via internet video-calling, which formed part of wider Patient and Public Involvement activities investigating perceptions of digital and gamified cognitive assessment and training/coaching applications. P... Read More about Exploring User Opinion on the Benefits of Cognitive Games Through an Online Walkthrough and Interview.

Physiological Indicators of Task Demand, Fatigue, and Cognition in Future Digital Manufacturing Environments (2020)
Journal Article
Argyle, E. M., Marinescu, A., Wilson, M. L., Lawson, G., & Sharples, S. (2021). Physiological Indicators of Task Demand, Fatigue, and Cognition in Future Digital Manufacturing Environments. International Journal of Human-Computer Studies, 145, https://doi.org/10.1016/j.ijhcs.2020.102522

As Digital Manufacturing transforms traditionally physical work into more system-monitoring tasks, new methods are required for understanding people's mental workload and prolonged capacity for focused attention. Many physiological measures have... Read More about Physiological Indicators of Task Demand, Fatigue, and Cognition in Future Digital Manufacturing Environments.

Exploring User Expectations of Brain-Training and Coaching Technologies for Cognitive Health (2020)
Book Chapter
Harrington, K., Craven, M. P., Wilson, M. L., & Landowska, A. (2020). Exploring User Expectations of Brain-Training and Coaching Technologies for Cognitive Health. . Springer Verlag. https://doi.org/10.1007/978-3-030-49065-2_4

User-centred evaluation of brain-training and coaching applications is discussed, with a focus on dementia. A brief outline of outcomes measures used for cognitive training is presented. The design of a set of four patient and public involvement work... Read More about Exploring User Expectations of Brain-Training and Coaching Technologies for Cognitive Health.

Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks (2019)
Conference Proceeding
Benerradi, J., Maior, H. A., Marinescu, A., Clos, J., & Wilson, M. L. (2019). Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks. In Proceedings of the Halfway to the Future Symposium 2019. https://doi.org/10.1145/3363384.3363392

Functional Near-Infrared Spectroscopy (fNIRS) has shown promise for being potentially more suitable (than e.g. EEG) for brain-based Human Computer Interaction (HCI). While some machine learning approaches have been used in prior HCI work, this paper... Read More about Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks.

How Stress and Mental Workload are Connected (2019)
Conference Proceeding
Alsuraykh, N. H., Wilson, M. L., Tennent, P., & Sharples, S. (2019). How Stress and Mental Workload are Connected. In PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare (371-376). https://doi.org/10.1145/3329189.3329235

Mental Workload (MWL) can be both good and bad; we can thrive under high MWL, or our performance can drop if the demands become either too low or too high. Similarly, stress is not always bad, short term stress can be beneficial to overcome a challen... Read More about How Stress and Mental Workload are Connected.

Mental workload as personal data: designing a cognitive activity tracker (2018)
Conference Proceeding
Wilson, M. L., Sharon, N., Maior, H. A., Midha, S., Craven, M. P., & Sharples, S. (2018). Mental workload as personal data: designing a cognitive activity tracker. In CHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3170427.3170665

Research continues to correlate physical signals with mental activity, as opposed to physical activity, with physiological sensors. Further, with the proliferation of wearable technology, it seems imminent that our smart watches can soon keep track o... Read More about Mental workload as personal data: designing a cognitive activity tracker.

Workload Alerts—Using Physiological Measures of Mental Workload to Provide Feedback During Tasks (2018)
Journal Article
Maior, H. A., Wilson, M. L., & Sharples, S. (2018). Workload Alerts—Using Physiological Measures of Mental Workload to Provide Feedback During Tasks. ACM Transactions on Computer-Human Interaction, 25(2), 1-30. https://doi.org/10.1145/3173380

Feedback is valuable for allowing us to improve on tasks. While retrospective feedback can help us improve for next time, feedback “in action” can allow us to improve the outcome of on-going tasks. In this paper, we use data from functional Near Infr... Read More about Workload Alerts—Using Physiological Measures of Mental Workload to Provide Feedback During Tasks.

How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload (2018)
Conference Proceeding
Alsuraykh, N. H., Maior, H. A., Wilson, M. L., Tennent, P., & Sharples, S. (2018). How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload. In CHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3170427.3188646

Recent work has demonstrated that functional Near-Infrared Spectroscopy has the potential to measure changes in Mental Workload with increasing ecological validity. It is not clear, however, whether these measurements are affected by anxiety and stre... Read More about How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload.