Examining Teachers’ Computational Thinking Skills, Collaborative Learning, and Creativity Within the Framework of Sustainable Education
This study seeks to explore the relationship between science teachers’ computational thinking skills, collaborative learning attitudes, and their creativity in the context of sustainable education. The study adopted an explanatory sequential design, which is one of the designs used in mixed-method r...
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Published in | Sustainability Vol. 16; no. 22; p. 9839 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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01.11.2024
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ISSN | 2071-1050 2071-1050 |
DOI | 10.3390/su16229839 |
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Abstract | This study seeks to explore the relationship between science teachers’ computational thinking skills, collaborative learning attitudes, and their creativity in the context of sustainable education. The study adopted an explanatory sequential design, which is one of the designs used in mixed-method research. A total of 369 science teachers were included in the quantitative phase of the study. Quantitative data were collected using three different scales. These scales included the “Computational Thinking Scale”, “Online Cooperative Learning Attitude Scale (OCLAS)”, and “Creative Self-Efficacy Scale”. Structural Equation Modelling (SEM), confirmatory factor analysis, and path analysis were conducted to analyze the quantitative data. The qualitative phase of the study consisted of nine science teachers. Data were collected with a semi-structured interview form by considering the scores obtained from the scales. Qualitative data were analyzed through descriptive analysis. It was found that science teachers’ computational thinking skills and collaborative learning attitudes significantly predicted their creativity within the framework of sustainable education. As a result of the interviews conducted, it was concluded that science teachers lacked computational thinking skills. It is critical to provide teachers with guidance on how to integrate computational thinking skills into their subject areas. Science teachers’ knowledge of computational thinking skills can be enhanced, and computational thinking skills can be included in all teacher education programs. |
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AbstractList | This study seeks to explore the relationship between science teachers’ computational thinking skills, collaborative learning attitudes, and their creativity in the context of sustainable education. The study adopted an explanatory sequential design, which is one of the designs used in mixed-method research. A total of 369 science teachers were included in the quantitative phase of the study. Quantitative data were collected using three different scales. These scales included the “Computational Thinking Scale”, “Online Cooperative Learning Attitude Scale (OCLAS)”, and “Creative Self-Efficacy Scale”. Structural Equation Modelling (SEM), confirmatory factor analysis, and path analysis were conducted to analyze the quantitative data. The qualitative phase of the study consisted of nine science teachers. Data were collected with a semi-structured interview form by considering the scores obtained from the scales. Qualitative data were analyzed through descriptive analysis. It was found that science teachers’ computational thinking skills and collaborative learning attitudes significantly predicted their creativity within the framework of sustainable education. As a result of the interviews conducted, it was concluded that science teachers lacked computational thinking skills. It is critical to provide teachers with guidance on how to integrate computational thinking skills into their subject areas. Science teachers’ knowledge of computational thinking skills can be enhanced, and computational thinking skills can be included in all teacher education programs. |
Audience | Academic |
Author | Tongal, Ayşegül Say, Serkan Erdoğan, Şükran Özkara, Yasin Yıldırım, Fatih Serdar |
Author_xml | – sequence: 1 givenname: Ayşegül orcidid: 0000-0002-4340-8423 surname: Tongal fullname: Tongal, Ayşegül – sequence: 2 givenname: Fatih Serdar orcidid: 0000-0003-4080-8488 surname: Yıldırım fullname: Yıldırım, Fatih Serdar – sequence: 3 givenname: Yasin orcidid: 0009-0002-9886-719X surname: Özkara fullname: Özkara, Yasin – sequence: 4 givenname: Serkan orcidid: 0000-0002-0917-8660 surname: Say fullname: Say, Serkan – sequence: 5 givenname: Şükran orcidid: 0000-0002-0894-7376 surname: Erdoğan fullname: Erdoğan, Şükran |
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Cites_doi | 10.1016/j.tsc.2012.04.004 10.1177/001698620504900407 10.1016/j.chb.2017.01.005 10.1187/cbe.08-12-0081 10.1145/1118178.1118215 10.1007/s11042-019-7229-9 10.2307/3069429 10.1016/j.compedu.2018.07.004 10.2139/ssrn.4916355 10.1016/j.tate.2009.10.034 10.1007/978-3-642-85098-1 10.1016/j.compedu.2012.05.021 10.1007/s12528-015-9096-3 10.1007/978-3-030-82544-7_17 10.1145/2576872 10.1007/s11423-013-9327-0 10.1145/2723671 10.19171/uefad.850325 10.1016/j.learninstruc.2009.05.003 10.1145/3029595 10.1109/IGARSS.2008.4778912 10.18844/wjet.v12i2.4639 10.3390/su16198496 10.1145/1592761.1592779 10.1016/j.compedu.2021.104353 10.1016/j.sbspro.2015.01.651 10.1177/0735633121992479 10.1080/10705510701758166 10.4135/9781483385693 10.1016/j.tate.2020.103180 10.1016/j.chb.2019.03.018 10.1037/0033-2909.103.3.391 10.1177/0735633120940954 10.1007/s10956-015-9581-5 10.1111/jcal.12509 10.1007/s40692-016-0076-z |
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SubjectTerms | Collaborative learning Computer literacy Computer science Creative ability Creativity Critical thinking Design Digital technology Education Educational aspects Evaluation Group work in education Methods Problem solving Psychological aspects School environment Science teachers Skills Students Sustainable development Teachers Teaching Team learning approach in education Thought and thinking |
Title | Examining Teachers’ Computational Thinking Skills, Collaborative Learning, and Creativity Within the Framework of Sustainable Education |
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