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Digital ink and differentiated subjective ratings for cognitive load measurement in middle childhood

Bibliographic Data

ID5263206
AuthorsKristin Altmeyer (0000-0003-1835-4432, Department of Education Saarland University Saarbrücken Germany, corresponding author), Milena Barz (0000-0001-6730-2466, German Research Center for Artificial Intelligence (DFKI) Saarbrücken Germany), Luisa Lauer (0000-0002-0015-0821, Department of Physics Saarland University Saarbrücken Germany), M Peschel (0000-0002-1334-2531, Department of Physics Saarland University Saarbrücken Germany), Daniel Sonntag (0000-0002-8857-8709, German Research Center for Artificial Intelligence (DFKI) Saarbrücken Germany), Roland Brünken (0000-0001-6038-8746, Department of Education Saarland University Saarbrücken Germany), Steve Malone (0000-0001-8610-2611, Department of Education Saarland University Saarbrücken Germany)
Year2023
Volume93
IssueS2
Pages368-385
Publication date2023-08-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueBritish Journal of Educational Psychology (JOURNAL)
Journal identifiersISSN: 0007-0998 • E-ISSN: 2044-8279
PublisherWiley (PUBLISHER • GB)
DOI10.1111/bjep.12595
PMID36967475
OpenAlexW4360985329
LanguageEN
Citations received6
References cited60

BackgroundNew methods are constantly being developed to adapt cognitive load measurement to different contexts. However, research on middle childhood students' cognitive load measurement is rare. Research indicates that the three cognitive load dimensions (intrinsic, extraneous, and germane) can be measured well in adults and teenagers using differentiated subjective rating instruments. Moreover, digital ink recorded by smartpens could serve as an indicator for cognitive load in adults.AimsWith the present research, we aimed at investigating the relation between subjective cognitive load ratings, velocity and pressure measures recorded with a smartpen, and performance in standardized sketching tasks in middle childhood students.SampleThirty-six children (age 7-12) participated at the university's laboratory.MethodsThe children performed two standardized sketching tasks, each in two versions. The induced intrinsic cognitive load or the extraneous cognitive load was varied between the versions. Digital ink was recorded while the children drew with a smartpen on real paper and after each task, they were asked to report their perceived intrinsic and extraneous cognitive load using a newly developed 5-item scale.ResultsResults indicated that cognitive load ratings as well as velocity and pressure measures were substantially related to the induced cognitive load and to performance in both sketching tasks. However, cognitive load ratings and smartpen measures were not substantially related.ConclusionsBoth subjective rating and digital ink hold potential for cognitive load and performance measurement. However, it is questionable whether they measure the exact same constructs

Cognition · Cognitive Load · Cognitive psychology · Developmental psychology · Rating scale · Cognitive Abilities and Testing · Psychology · Spatial Cognition and Navigation · Visual and Cognitive Learning Processes

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Unique citing works6
Citations per year2
Citation span2023 - 2026 (4)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 6

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