An Investigation on Task Difficulty: Does Task Difficulty Depend on the Technology Used in Task Completion?

dc.authorscopusid57528167000
dc.authorscopusid56608927500
dc.contributor.authorToker, Sacip
dc.contributor.authorToker,S.
dc.contributor.otherInformation Systems Engineering
dc.date.accessioned2024-07-05T15:50:46Z
dc.date.available2024-07-05T15:50:46Z
dc.date.issued2024
dc.departmentAtılım Universityen_US
dc.department-tempAkgun M., Pennsylvania State University, University Park, PA, United States; Toker S., Atilim University, Ankara, Turkeyen_US
dc.descriptionACM SIGCSE; Association for Computing Machinery (ACM)en_US
dc.description.abstractPrevious research indicates that task difficulty (i.e., students' judgments on a task's complexity) impacts their task performance. However, whether students' perceived task difficulty changes depending on the technology they use when completing tasks is still under investigation. The present study aims to address this gap in the literature. One hundred twenty-three students completed the study procedures. Students were randomly assigned to one of four groups (one control group and three experimental groups). Students were not allowed to use any technology in the control group. In contrast, those in experimental groups were permitted to use one of the following tools: e-textbook, Google, and ChatGPT. Students in each group completed three tasks with different complexities in the same order. The data was analyzed using repeated-measures ANOVA. The study revealed a significant interaction effect between groups and task difficulty perceptions at three levels. In all groups, perceived difficulty increased as the task complexity increased, but the change in students' perceived task difficulty across three tasks was impacted by the tool used when completing the tasks. © 2024 Owner/Author.en_US
dc.identifier.citation0
dc.identifier.doi10.1145/3626253.3635602
dc.identifier.endpage1553en_US
dc.identifier.isbn979-840070424-6
dc.identifier.scopus2-s2.0-85189175169
dc.identifier.startpage1552en_US
dc.identifier.urihttps://doi.org/10.1145/3626253.3635602
dc.identifier.urihttps://hdl.handle.net/20.500.14411/4188
dc.identifier.volume2en_US
dc.language.isoenen_US
dc.publisherAssociation for Computing Machinery, Incen_US
dc.relation.ispartofSIGCSE 2024 - Proceedings of the 55th ACM Technical Symposium on Computer Science Education -- 55th ACM Technical Symposium on Computer Science Education, SIGCSE 2024 -- 20 March 2024 through 23 March 2024 -- Portland -- 197936en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectgenerative AIen_US
dc.subjecttask difficultyen_US
dc.subjecttask performanceen_US
dc.titleAn Investigation on Task Difficulty: Does Task Difficulty Depend on the Technology Used in Task Completion?en_US
dc.typeConference Objecten_US
dspace.entity.typePublication
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