Scan-based eye tracking measures are predictive of workload transition performance
Given there is no unifying theory or design guidance for workload transitions, this work
investigated how visual attention allocation patterns could inform both topics, by …
investigated how visual attention allocation patterns could inform both topics, by …
Workload transition rate matters: Evidence from growth curve modeling
This research examined three specific gaps in the workload transition literature:(1) the
impact of workload transition rate,(2) the applicability of current theoretical explanations, and …
impact of workload transition rate,(2) the applicability of current theoretical explanations, and …
Cognitive context detection using pupillary measurements
P Mannaru, B Balasingam, K Pattipati… - Next-Generation …, 2016 - spiedigitallibrary.org
In this paper, we demonstrate the use of pupillary measurements as indices of cognitive
workload. We analyze the pupillary data of twenty individuals engaged in a simulated …
workload. We analyze the pupillary data of twenty individuals engaged in a simulated …
Using machine learning and real-time workload assessment in a high-fidelity UAV simulation environment
Future unmanned vehicle operations will see more responsibilities distributed among fewer
pilots. Current systems typically involve a small team of operators maintaining control over a …
pilots. Current systems typically involve a small team of operators maintaining control over a …
Transitions between low and high levels of mental workload can improve multitasking performance
SP Devlin, NM Moacdieh, CD Wickens… - IISE transactions on …, 2020 - Taylor & Francis
OCCUPATIONAL APPLICATIONS Complex and dynamic environments including military
operations, healthcare, aviation, and driving require operators to transition seamlessly …
operations, healthcare, aviation, and driving require operators to transition seamlessly …
Does what we see shape history? Examining workload history as a function of performance and ambient/focal visual attention
Changes in task demands can have delayed adverse impacts on performance. This
phenomenon, known as the workload history effect, is especially of concern in dynamic work …
phenomenon, known as the workload history effect, is especially of concern in dynamic work …
Cognitive context detection for adaptive automation
P Mannaru, B Balasingam, K Pattipati… - Proceedings of the …, 2016 - journals.sagepub.com
An important research challenge in Human Machine Systems (HMS) is to create machines
that are able to better understand human behavior so that the overall efficiency of the HMS …
that are able to better understand human behavior so that the overall efficiency of the HMS …
Connecting the big five taxonomies: understanding how individual traits contribute to team adaptability under workload transitions
Dynamic and data-rich domains, like those found in the military, rely heavily on teamwork for
their operations. Previous work has attempted to understand how the personality of …
their operations. Previous work has attempted to understand how the personality of …
The effectiveness of uncertainty communication with varied automation reliability: Specificity is necessary but (potentially) not enough
Automation reliance and functionality are ever increasing, especially in supervisory control
environments like unmanned aerial vehicle (UAV) missions. Of particular relevance is …
environments like unmanned aerial vehicle (UAV) missions. Of particular relevance is …
The need for specificity in uncertainty communication is further supported: Preliminary evidence from eye tracking
SPD McGarry, NL Brown… - Proceedings of the …, 2023 - journals.sagepub.com
Automation transparency is understudied in environments with varied automation reliability.
We previously found uncertainty communication, a form of automation transparency, led to …
We previously found uncertainty communication, a form of automation transparency, led to …