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The Impact of STEM Attitude and Thinking Style on Computational Thinking Determined via Structural Equation Modeling     
Yazarlar
Doç. Dr. Mustafa SIRAKAYA
Kırşehir Ahi Evran Üniversitesi, Türkiye
Doç. Dr. Didem ALSANCAK SIRAKAYA
Kırşehir Ahi Evran Üniversitesi, Türkiye
Özgen Korkmaz
Amasya Üniversitesi, Türkiye
Özet
This study aimed to investigate the relationships among computational thinking (CT) skills, science, technology, engineering and mathematics (STEM) attitude, and thinking styles with the help of structural equation modeling and to determine to what extent the variables of STEM attitude and thinking styles explained CT skills. The study, conducted with relational screening model, included 703 secondary school students. "STEM attitude scale," "thinking styles scale," and "computational thinking scale" were used as data collection tools. The data were analyzed by structural equation modeling. Based on the study results, it was concluded that the proposed model was valid and STEM attitude and thinking styles had a significant effect on CT skills. It was found that STEM attitude and thinking styles together explained 43% of CT skills.
Anahtar Kelimeler
Computational thinking, STEM attitude, Thinking styles, Structural equation modeling
Makale Türü Özgün Makale
Makale Alt Türü SSCI, AHCI, SCI, SCI-Exp dergilerinde yayımlanan tam makale
Dergi Adı Journal of Science Education and Technology
Dergi ISSN 1059-0145
Dergi Tarandığı Indeksler SSCI
Dergi Grubu Q1
Makale Dili İngilizce
Basım Tarihi 05-2020
Cilt No 29
Sayı 4
Sayfalar 561 / 572
Doi Numarası 10.1007/s10956-020-09836-6
Makale Linki http://dx.doi.org/10.1007/s10956-020-09836-6