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A Systems Thinking Approach to Computational Thinking in Education
Linnéuniversitetet, Fakulteten för teknik (FTK), Institutionen för informatik (IK).ORCID-id: 0000-0002-2266-3441
2023 (engelsk)Licentiatavhandling, med artikler (Annet vitenskapelig)
Abstract [en]

In today's rapidly changing world, the acquisition of essential skills is crucial for the success of young individuals. Among these skills, computational thinking (CT) plays a vital role in problem-solving and adapting to the complex and evolving demands of the 21st century. However, there is a need to explore the integration of other thinking skills alongside CT, as well as their application in educational settings.

This study aims to address the gap in knowledge regarding the application of systems thinking to the development of CT and its integration into education. The primary objective is to explore the relationship between systems thinking and CT, providing a contextual framework for existing studies that focus on systems thinking in relation to CT. Additionally, the study explores how systems thinking can be applied to CT within educational contexts. By incorporating a systems thinking approach, a broader examination of the various factors involved in CT, including the technological landscape, individual skills and knowledge, and the social and cultural context, can be achieved.

The thesis comprises three papers that describe research efforts conducted over three years. These projects focused on CT development using educational robotics and maker technologies, aiming to build and enhance CT skills among individuals of different ages and perspectives. The findings of the research efforts are synthesized and consolidated using the systemic FMA model, a comprehensive model that interconnects the frameworks of ideas, methodology, and the area of interest. This model conceptualizes CT practices as a system encompassing emergent properties, multiple perspectives, design interventions, and social and ethical considerations. The adopted FMA model enables methodological pluralism and facilitates critical examination of the boundaries of CT development, leading to conceptual and practical changes.

The research contributes to the field of CT by providing insights into its theoretical foundations and practical applications, informing and guiding educational practices that are associated with CT. 

sted, utgiver, år, opplag, sider
Linnaeus University Press, 2023. , s. 65
Serie
Lnu Licentiate ; 45
HSV kategori
Forskningsprogram
Data- och informationsvetenskap, Datavetenskap
Identifikatorer
URN: urn:nbn:se:lnu:diva-124012DOI: 10.15626/LnuLic.45.2023ISBN: 9789180820677 (tryckt)ISBN: 9789180820684 (digital)OAI: oai:DiVA.org:lnu-124012DiVA, id: diva2:1793535
Presentation
2023-09-21, Newton, Hus C, Växjö, 10:00 (engelsk)
Opponent
Veileder
Tilgjengelig fra: 2023-09-01 Laget: 2023-09-01 Sist oppdatert: 2024-03-13bibliografisk kontrollert
Delarbeid
1. Combining Maker Technologies to Promote Computational Thinking and Heart- ware skills through Project-based Activities: Design Considerations and Empirical Outputs
Åpne denne publikasjonen i ny fane eller vindu >>Combining Maker Technologies to Promote Computational Thinking and Heart- ware skills through Project-based Activities: Design Considerations and Empirical Outputs
2021 (engelsk)Inngår i: Proceedings of Fifth APSCE International Conference on Computational Thinking and STEM Education 2021, Nanyang Technological University, Singapore: Asia-Pacific Society for Computers in Education, 2021, s. 107-112Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Many countries have started to integrate Computational Thinking (CT) as an essential 21st century skill into different schools’ STEM related subjects. Despite positive developments in terms of CT integration into schools’ curricula, there are still important issues and challenges to address on how to teach and use programming and CT in the classrooms. As part of our ongoing efforts to introduce and to apply different maker technologies to foster CT, this paper describes the results of an exploratory study aiming at designing and implementing learning activities in informal settings using the Engino® Robotics Platform (ERP) and the BBC micro:bit. We conducted a one-week-long workshop with the participation of 22 children aged 10-15 years old. The constructionist theoretical perspective and the Four P’s Creative Learning theory (projects, peers, passion, and play) were applied for conceptualizing and designing our activities. The initial results of our efforts indicate that firstly, learning contexts enriched by the combination of different maker technologies can help students to develop CT skills; Secondly, remixing learning experiences can bring CT into STEM subjects; and lastly, the design of the proposed workshop and the planned activities serve as the basis of a learning environment that can foster problem solving, creativity, and heart-ware skills when the four P's are taken into account. The current study contributes with empirical knowledge that can be used for the advancement of design practices to promote CT development in connection to STEM-related subjects both in informal and formal learning settings.

sted, utgiver, år, opplag, sider
Nanyang Technological University, Singapore: Asia-Pacific Society for Computers in Education, 2021
Serie
Publication of Asia Pacific Society for Computers in Education, ISSN 2737-5641
Emneord
computational thinking (CT), STEM constructionism, informal learning, four P’s creative learning theory
HSV kategori
Forskningsprogram
Data- och informationsvetenskap, Informatik
Identifikatorer
urn:nbn:se:lnu:diva-108314 (URN)
Konferanse
The Fifth APSCE International Conference on Computational Thinking and STEM Education, 2 - 4 June, 2021, Singapore
Tilgjengelig fra: 2021-12-01 Laget: 2021-12-01 Sist oppdatert: 2024-08-28bibliografisk kontrollert
2. Digital Competence & Computational Thinking for Preschool Pre-service Teachers: From Lab to Practice
Åpne denne publikasjonen i ny fane eller vindu >>Digital Competence & Computational Thinking for Preschool Pre-service Teachers: From Lab to Practice
Vise andre…
2022 (engelsk)Inngår i: Proceedings of Sixth APSCE International Conference on Computational Thinking and STEM Education 2022: 5-17 June 2022, Delft, The Netherlands / [ed] Xiaoling Zhang, Christian Glahn, Nardie Fanchamps, Marcus Specht, Netherlands, 2022Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Digital competence is a skill associated with the 21- century abilities essential to contribute to today’s and tomorrow’s digital and technical environments. Computational Thinking (CT), which is a thought process for problem-solving, is one of the emerging trends that make up digital competence. In our explorative study, we have used educational robotics with four pre-service teachers during their four- week s placement at different preschools. We applied three distinct and complementary approaches to design and conduct this study: Systems Thinking (ST); Technological Pedagogical Content Knowledge; and Computing Pedagogy. Our findings are categorized in two main perspectives: pre-service teachers and children. In the pre-service teachers' perspective, the participants indicated that their educational program lacks specific content and activities related to digital competence, CT, and programming. Despite the initial pre-service teachers’ thoughts on improvement of children's CT concepts, the findings show that CT practices such as collaboration and trial and error were developed. From the children’s perspective, the empirical findings illustrate that digital competence and CT development vary depending on the age of the children; whereas logical thinking and pattern recognition are skills that were present along the whole age range of children (ages 2-6), other CT skills like algorithmic thinking were developed among older children only (aged 5-6). We learned that an ST approach can behelpful, as multiple factors are involved in the practice. It reveals the underlying features of the situation that emerge when components of the system interact with each other.

sted, utgiver, år, opplag, sider
Netherlands: , 2022
Serie
CTE-STEM 2022 conference ; 2022
Emneord
Computational thinking, systems thinking, digital competence, pre-service teacher education
HSV kategori
Forskningsprogram
Data- och informationsvetenskap, Datavetenskap
Identifikatorer
urn:nbn:se:lnu:diva-114484 (URN)10.34641/ctestem.2022.464 (DOI)2-s2.0-85148704359 (Scopus ID)9789463665636 (ISBN)
Konferanse
Sixth APSCE International Conference on Computational Thinking and STEM Education, 5-17 June 2022, Delft, The Netherlands
Tilgjengelig fra: 2022-06-20 Laget: 2022-06-20 Sist oppdatert: 2024-09-03bibliografisk kontrollert
3. A Complementary View to Computational Thinking and Its Interplay with Systems Thinking
Åpne denne publikasjonen i ny fane eller vindu >>A Complementary View to Computational Thinking and Its Interplay with Systems Thinking
2023 (engelsk)Inngår i: Education Sciences, E-ISSN 2227-7102, Vol. 13, nr 2, artikkel-id 201Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Computational Thinking (CT) pervasively shares its methods, practices, and dispositions across other disciplines as a new way of thinking about problem-solving. Few studies have been carried out studying CT from an Information Systems (IS) perspective. This study elaborates on how systems thinking (ST), an acknowledged theory in the IS field, bonds to CT to address some well-known common issues related to CT such as reductionism and dogmatism and to supplement the computing nature of CT with behavioral and societal facets involved in its implications. We studied how ST is applied to CT research in the literature. To do so, two primary approaches have been identified that link ST and CT. First, ST is embedded in CT practices meaning that ST is considered as a component of CT. Second, ST and CT are parallelly studied, and ST is considered as a supplementary concept to CT. Correspondingly, we propose a complementary approach that looks at CT from the ST lenses to provide a clearer picture of CT in an educational context. Moreover, we expect this new perspective can help to broaden the development of educational CT concepts and scenarios by including new notions such as framework, interpretation, norms, paradigm, and context.

sted, utgiver, år, opplag, sider
MDPI, 2023
HSV kategori
Forskningsprogram
Data- och informationsvetenskap, Informatik
Identifikatorer
urn:nbn:se:lnu:diva-119479 (URN)10.3390/educsci13020201 (DOI)000945195300001 ()2-s2.0-85148741535 (Scopus ID)
Tilgjengelig fra: 2023-02-21 Laget: 2023-02-21 Sist oppdatert: 2023-09-01bibliografisk kontrollert

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