Turkish Students’ Use of NotebookLM in an Online Digital Literacy Course

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Özet

This experimental study investigates the effects of using NotebookLM on students’ academic achievement and students’ assessment of NotebookLM in online digital literacy courses in higher education. It was conducted using an explanatory sequential mixed-methods design. A one-group pretest–posttest model was employed. During a five-week intervention, 33 Turkish students used NotebookLM for summarizing, concept mapping, and scenario-based problem-solving activities. Data was collected from a pretest, posttest, and interviews. Quantitative data was projected into SPSS 27 for analysis, and qualitative data was thematically analysed. Results reveal a significant difference between the pretest score (M = 66.90, SD = 10.26) and posttest score (M = 74.90, SD = 13.16) in terms of academic achievement, t(32) = −3.51, p = 0.001. The effect size was moderate (Cohen’s d = 0.68). Interview data shows that the students perceived NotebookLM as helpful for comprehension, time efficiency, motivation, and feedback, though constrained by language support and occasional technical problems. The findings suggest implications for using NotebookLM in online courses in higher education in Turkey.

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https://rdlopen.rawdatalibrary.net/r/bayburt/11548Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1007/978-3-032-18392-7_3Yayıncı resmi DOI adresi
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dc.contributor.authorKayali, Bünyami
dc.contributor.authorYavuz, Mehmet
dc.date.accessioned2026-10-29T19:08:31.202801514Z
dc.date.available2026-10-29T19:08:31.202801514Z
dc.date.issued2026
dc.description.abstractThis experimental study investigates the effects of using NotebookLM on students’ academic achievement and students’ assessment of NotebookLM in online digital literacy courses in higher education. It was conducted using an explanatory sequential mixed-methods design. A one-group pretest–posttest model was employed. During a five-week intervention, 33 Turkish students used NotebookLM for summarizing, concept mapping, and scenario-based problem-solving activities. Data was collected from a pretest, posttest, and interviews. Quantitative data was projected into SPSS 27 for analysis, and qualitative data was thematically analysed. Results reveal a significant difference between the pretest score (M = 66.90, SD = 10.26) and posttest score (M = 74.90, SD = 13.16) in terms of academic achievement, t(32) = −3.51, p = 0.001. The effect size was moderate (Cohen’s d = 0.68). Interview data shows that the students perceived NotebookLM as helpful for comprehension, time efficiency, motivation, and feedback, though constrained by language support and occasional technical problems. The findings suggest implications for using NotebookLM in online courses in higher education in Turkey.
dc.identifier.doi10.1007/978-3-032-18392-7_3
dc.identifier.endpage58
dc.identifier.issn1860-949X
dc.identifier.scopus2-s2.0-105036209753
dc.identifier.startpage37
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11548
dc.identifier.volume1269
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofStudies in Computational Intelligence
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAI in education
dc.subjectArtificial intelligence
dc.subjectDigital literacy
dc.subjectNotebookLM
dc.subjectOnline learning
dc.titleTurkish Students’ Use of NotebookLM in an Online Digital Literacy Course
dc.typeBook Chapter
rdl.citation.openalex0
rdl.citation.scopus0
rdl.oa.statusclosed
rdl.oa.statusgreen
rdl.oa.urlhttps://hdl.handle.net/20.500.12403/8342
rdl.scopus.quartileQ4
rdl.sdgSDG04
rdl.source.indexSCOPUS