A survey on measuring cognitive workload in human-computer interaction

T Kosch, J Karolus, J Zagermann, H Reiterer… - ACM Computing …, 2023 - dl.acm.org
The ever-increasing number of computing devices around us results in more and more
systems competing for our attention, making cognitive workload a crucial factor for the user …

Eye movement and pupil measures: A review

B Mahanama, Y Jayawardana… - frontiers in Computer …, 2022 - frontiersin.org
Our subjective visual experiences involve complex interaction between our eyes, our brain,
and the surrounding world. It gives us the sense of sight, color, stereopsis, distance, pattern …

Measuring visual fatigue and cognitive load via eye tracking while learning with virtual reality head-mounted displays: A review

AD Souchet, S Philippe, D Lourdeaux… - International Journal of …, 2022 - Taylor & Francis
ABSTRACT Virtual Reality Head-Mounted Displays (HMDs) reached the consumer market
and are used for learning purposes. Risks regarding visual fatigue and high cognitive load …

Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze

K Krejtz, AT Duchowski, A Niedzielska, C Biele, I Krejtz - PloS one, 2018 - journals.plos.org
Pupil diameter and microsaccades are captured by an eye tracker and compared for their
suitability as indicators of cognitive load (as beset by task difficulty). Specifically, two metrics …

The Index of Pupillary Activity: Measuring Cognitive Load vis-à-vis Task Difficulty with Pupil Oscillation

AT Duchowski, K Krejtz, I Krejtz, C Biele… - Proceedings of the …, 2018 - dl.acm.org
A novel eye-tracked measure of the frequency of pupil diameter oscillation is proposed for
capturing what is thought to be an indicator of cognitive load. The proposed metric, termed …

Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks

FN Biondi, B Saberi, F Graf, J Cort, P Pillai… - Applied ergonomics, 2023 - Elsevier
This study sets out to extend the use of blink rate and pupil size to the assessment of
cognitive load of completing common automotive manufacturing tasks. Nonoptimal cognitive …

Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity

K Mangaroska, K Sharma, D Gašević… - Journal of Computer …, 2022 - Wiley Online Library
Background Problem‐solving is a multidimensional and dynamic process that requires and
interlinks cognitive, metacognitive, and affective dimensions of learning. However, current …

Association of the usability of electronic health records with cognitive workload and performance levels among physicians

LM Mazur, PR Mosaly, C Moore, L Marks - JAMA network open, 2019 - jamanetwork.com
Importance Current electronic health record (EHR) user interfaces are suboptimally
designed and may be associated with excess cognitive workload and poor performance …

Visual discomfort and glare assessment in office environments: A review of light-induced physiological and perceptual responses

Z Hamedani, E Solgi, H Skates, T Hine… - Building and …, 2019 - Elsevier
Lighting in office environments has many benefits, ranging from decreasing energy
consumption to enhancing human health and well-being. However, visual discomfort such …

The low/high index of pupillary activity

AT Duchowski, K Krejtz, NA Gehrer, T Bafna… - Proceedings of the …, 2020 - dl.acm.org
A novel eye-tracked measure of pupil diameter oscillation is derived as an indicator of
cognitive load. The new metric, termed the Low/High Index of Pupillary Activity (LHIPA), is …