Oculo-Cognitive Addition Test: Quantifying Cognitive Performance During Variable Cognitive Workload Through Eye Movement Features

Gaurav N. Pradhan, Kate M. Hagen, Michael J. Cevette, Jan Stepanek

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The need exists for a device that can rapidly and accurately assess cognitive impairment. Because the link between oculometrics (i.e., eye movements) and cognition is well-documented, the Oculo-Cognitive Addition Test (OCAT) was developed which tracks eye movements as the user completes a simple mental addition test. OCAT consists of 12 trials of summing three consecutive single-digit numbers, shown separately on three consecutive screens. The first, second, and third screens in each trial correspond to low, medium, and high cognitive workloads. Using an infinity-loop pattern of 24 symmetrical positions not evident to the subject, eye movements were captured systematically in horizontal, vertical, and diagonal directions. Cognitive impairment was simulated by exposing subjects to 5 minutes of a hypoxic gas mixture (8% O2 + 92% N2). 20 subjects completed OCAT at baseline (i.e., normal room air), hypoxia, and post-baseline (i.e., breathing 20 minutes of room air) conditions. Raw scan-paths were collected with an eye-tracking device. Oculometrics pertaining to fixations and saccades were extracted. OCAT completion time significantly increased from baseline to hypoxia, which corresponded to a significant decrease in cerebral oxygenation from baseline to hypoxia. From baseline to hypoxia, saccadic latency significantly increased while saccadic velocity significantly decreased in the diagonal direction. However, results in the horizontal and vertical directions were not significant. Fixation time significantly increased from baseline to hypoxia at medium and high cognitive workloads but did not significantly change at the low cognitive workload. From baseline to hypoxia, fixation size did not significantly change in any cognitive workload, however, the fluctuation in fixation size significantly increased at the medium cognitive workload. From baseline to hypoxia, the fixation area significantly increased in low cognitive workload, and the fluctuation in fixation area significantly increased at the high cognitive workload. OCAT can detect subtle changes in oculometrics that correlate with cognitive impairment. This study provides a rationale for providing varying cognitive loads to elucidate subtle changes in oculometrics that may otherwise go undetected in neurocognitive tests that do not vary the cognitive load.

Original languageEnglish (US)
Title of host publicationProceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages422-430
Number of pages9
ISBN (Electronic)9781665468459
DOIs
StatePublished - 2022
Event10th IEEE International Conference on Healthcare Informatics, ICHI 2022 - Rochester, United States
Duration: Jun 11 2022Jun 14 2022

Publication series

NameProceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022

Conference

Conference10th IEEE International Conference on Healthcare Informatics, ICHI 2022
Country/TerritoryUnited States
CityRochester
Period6/11/226/14/22

Keywords

  • Cognitive Performance
  • Cognitive Workload
  • Cognitive impairment
  • Eye-tracking
  • Oculo-Cognitive Addition Test
  • Oculometrics

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality
  • Health Informatics

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