Classification of higher-order thinking skills of the teachers based on institution, seniority, and branch with discriminant analysis

dc.contributor.authorUlu Kalın, Özlem
dc.contributor.authorKumandaş Öztürk, Hatice
dc.date.accessioned2024-11-25T05:38:36Z
dc.date.available2024-11-25T05:38:36Z
dc.date.issued2024
dc.departmentAÇÜ, Eğitim Fakültesi, Türkçe ve Sosyal Bilimler Eğitimi Bölümüen_US
dc.description.abstractThe present study aimed to determine the variations between higher-order thinking skills (critical, creative, and empathetic thinking) of the teachers based on institution, branch, and professional seniority. The study data were collected from 345 teachers with the Critical Thinking Tendency Scale, Marmara Creative Thinking Aptitudes Scale, and Basic Empathy Scale, and confirmatory factor analysis was conducted on the data. The data were analyzed with discriminant analysis. The study findings demonstrated that there were significant differences between the critical, creative, and empathetic thinking skills of the teachers based on the institution of employment, their seniority, and their branch. The analysis of the discriminant functions revealed that the most discriminatory variables were empathy based on the institution and creative thinking based on seniority and branch. It was determined that the teachers employed in pre- and primary schools with less than 15 years of seniority scored higher in critical thinking skills, and teachers who were employed in middle schools with 16 years or more seniority scored higher in creative thinking skills. Foreign language teachers scored higher in both thinking skills. Finally, the mean empathy skill scores of the teachers employed in pre- and primary schools with 15 years or less seniority in the common branch were higher.
dc.identifier.doi10.3390/bs14080626
dc.identifier.issn2076328X
dc.identifier.issue8en_US
dc.identifier.scopusqualityQ2
dc.identifier.urihttp://dx.doi.org/10.3390/bs14080626
dc.identifier.urihttps://hdl.handle.net/11494/4997
dc.identifier.volume14en_US
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.indekslendigikaynakPubMed
dc.language.isoenen_US
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)en_US
dc.relation.ispartofBehavioral Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDiscriminant Analysisen_US
dc.subjectTeacheren_US
dc.subjectThinking Skillen_US
dc.titleClassification of higher-order thinking skills of the teachers based on institution, seniority, and branch with discriminant analysisen_US
dc.typeArticle

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