ERIC Number: EJ1215756
Record Type: Journal
Publication Date: 2019-May
Pages: 11
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0021-9584
EISSN: N/A
Looking into the Black Box: Using Gaze and Pupillometric Data to Probe How Cognitive Load Changes with Mental Tasks
Karch, Jessica M.; Valles, Josibel C. García; Sevian, Hannah
Journal of Chemical Education, v96 n5 p830-840 May 2019
When characterizing students' item-solving strategies, methods such as interviews and think-aloud protocols are often used. However, these measures provide limited information about sub-or preconscious signals and cognitive processes that also affect students' item-solving strategies and abilities. A growing number of researchers in chemical education research have begun to address this gap by using physiological measurements to assess cognitive load (e.g., heart rate and EEG) and to look at item-solving strategies (e.g., via eye tracking). One physiological measure of cognitive load that has been well-documented in psychology literature is pupil dilation. In this study, two streams of eye-tracking data (gaze and pupillometric data) were combined to reveal information about what mental tasks general chemistry students were engaged in as they answered Chemical Concepts Inventory (CCI) questions (gaze stream) and how those mental tasks elicited changing levels of cognitive load (pupillometric stream). We found that, for complex multiple-choice tasks, pupil dilation fluctuated throughout the course of solving the item. For a more straightforward true/false task, there was a marked difference in pupil signal between participants who correctly answered the question and those who incorrectly answered it. Those who correctly answered the question had linearly increasing pupillary signals, whereas those who incorrectly answered had pupil signals that more closely resembled those observed during the multiple-choice tasks. Interpretations of these differences are supported using retrospective interviews and previously published literature about CCI items.
Descriptors: Cognitive Processes, Difficulty Level, Eye Movements, Chemistry, Science Instruction, Problem Solving, Scientific Concepts
Division of Chemical Education, Inc. and ACS Publications Division of the American Chemical Society. 1155 Sixteenth Street NW, Washington, DC 20036. Tel: 800-227-5558; Tel: 202-872-4600; e-mail: eic@jce.acs.org; Web site: http://pubs.acs.org/jchemeduc
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A