Computational thinking, Communications of the ACM, vol.49, issue.3, pp.33-35, 2006. ,
Exploring the computational thinking effects in preuniversity education, Computers in Human Behavior, vol.80, pp.407-411, 2018. ,
Computational thinking for all: Pedagogical approaches to embedding 21st century problem solving in K-12 classroom, TechTrends, vol.60, issue.6, pp.565-568, 2017. ,
Research notebook: Computational thinking-What and why? The Link Newsletter, vol.6, pp.1-32, 2011. ,
, The Royal Society: Shut down or restart? The way forward for computing in UK schools, The Author, 2012.
Computational thinking in compulsory education: Towards an agenda for research and practice. Education and Information Technologies, vol.20, pp.715-728, 2015. ,
Demystifying computational thinking, Educational Research Review, vol.22, pp.142-158, 2017. ,
Resetting educational technology coursework for pre-service teachers: A computational thinking approach to the development of technological pedagogical content knowledge (TPACK), Australasian Journal of Educational Technology, vol.33, issue.3, pp.61-76, 2017. ,
Algorithmic thinking, cooperativity, creativity, critical thinking, and problem solving: Exploring the relationship between computational thinking skills and academic performance, Journal of Computers in Education, vol.4, issue.4, pp.355-369, 2017. ,
Bringing computational thinking to K-12: What is involved and what is the role of the computer science education community?, ACM Inroads, vol.2, issue.1, pp.48-54, 2011. ,
, International Society for Technology in Education: Computational thinking. Teacher resources, 2011.
New frameworks for studying and assessing the development of computational thinking, Proceedings of the 2012 annual meeting of the American Educational Research Association, 2012. ,
Defining computational thinking for mathematics and science classroom, Journal of Science Education and Technology, vol.25, issue.1, pp.127-141, 2016. ,
A pedagogical framework for computational thinking, Digital Experiences in Mathematics Education, vol.3, issue.2, pp.154-171, 2017. ,
, National Research Council: Next generation science standards: For states, by states, 2013.
Computational thinking in elementary and secondary teacher education, ACM Transactions on Computing Education, vol.14, issue.1, pp.1-16, 2014. ,
Computational thinking for youth in practice, ACM Inroads, vol.2, issue.1, pp.33-37, 2011. ,
CS unplugged: An enrichment and extension programme for primary-aged students, 2015. ,
Which cognitive abilities underlie computational thinking? Criterion validity of the computational thinking test, Computers in Human Behavior, vol.72, pp.678-691, 2017. ,
, The big book of dashboards: Visualizing your data using real-world business scenarios, 2017.
Challenges for IT-enabled formative assessment of complex 21st century skills, Technology, Knowledge and Learning, vol.23, issue.3, pp.441-456, 2018. ,
Addressing the challenges of teaching big data in technical education, The CTE Journal, vol.3, issue.1, pp.43-50, 2015. ,
An analysis of secondary teachers' reasoning with participatory sensing data, Statistics Education Research Journal, vol.16, issue.2, pp.305-334, 2017. ,
Implications of the data revolution for statistics education, International Statistical Review, vol.84, issue.3, pp.528-549, 2016. ,
Data modelling with dashboards: Opportunities and challenges, Proceedings of the Roundtable Conference of the International Association of Statistics Education (IASE), 2016. ,
Editor's corner: Big data, The Science Teacher, vol.82, issue.5, p.6, 2015. ,
STEM education K-12: Perspectives on integration, International Journal of STEM Education, vol.3, issue.3, pp.1-8, 2016. ,
Data modelling using interactive charts, The Teaching of Mathematics, vol.21, issue.2, pp.55-72, 2018. ,
Toward a design theory of problem solving, Educational Technology Research and Development, vol.48, issue.4, pp.63-85, 2000. ,
Problem structuring and information access in design, Journal of Design Research, vol.4, issue.2, 2004. ,
Systems engineering practice, 2014. ,
A framework of curriculum design for computational thinking development in K-12 education, Journal of Computers in Education, vol.3, issue.4, pp.377-394, 2016. ,
Teaching computational thinking in primary education, 2018. ,
Tomorrow's learning: Involving everyone. Learning with and about technologies and computing, pp.653-657, 2017. ,
A scoping review of studies on computational thinking in K-12 mathematics classrooms, Digital Experiences in Mathematics Education, vol.4, issue.1, pp.48-69, 2018. ,
Taking database design as trunk line of database courses, Proceedings of the Fourth International Conference on Computational and Information Sciences, pp.767-769, 2012. ,
Computer science in K-12 school curricula of the 21st century: Why, what and when? Education and Information Technologies, vol.22, pp.445-468, 2017. ,
, Report of a workshop of pedagogical aspects of computational thinking, 2011.
Expanding teachers' technological pedagogical reasoning with a systems pedagogical approach, Australasian Journal of Educational Technology, vol.33, issue.3, pp.77-95, 2017. ,