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There is a recognized need for research on how to teach computer programming in primary schools in Sweden grades 4–6 (10–12-year-old pupils). Studies of teaching show the importance of teachers’ knowledge of content and pedagogy and how these two parts affect each other (i.e. pedagogical content knowledge [PCK]). Most teachers in Sweden have little or no formal education in computer programming, the revised Swedish curriculum requires them to teach it. The aim of this study is to explore the pedagogical strategies teachers use when they teach computer programming. Semi-structured interviews were conducted with 14 participants, comprising 12 teachers and 2 teacher trainers. The data were analysed deductively with themes from previous research. The results show that teachers use eight pedagogical strategies, including three new strategies that have been constructed inductively: do-it-yourself, gamification and progression. These eight pedagogical strategies are mostly general, and teachers may be considered regressed experts, as they lack formal training in computer programming. They facilitate learning in a general sense, but, compared to other subjects, their PCK in computer programming is problematized. In-service teacher training is needed to increase content knowledge, thus enabling to develop PCK in computer programming. It would also be fruitful to deepen our knowledge regarding pedagogical strategies in the PCK domain of computer programming.

Background: Given the disparities in gender representation, efforts are needed to make engineering education more inclusive and attractive to young people. It is important that those entering engineering education are making this decision with sufficient understanding of what it means to be an engineer. This study explored how lower secondary education students from Ireland (n = 435), Kenya (n = 436), and Sweden (n = 361) stereotyped engineers, and their interest in becoming an engineer was examined. The Draw an Engineer Test was used to achieve this, and ordinal and logistic regression analyses were conducted to compare the effects of students’ genders and country of schooling on the genders and concepts of their drawn engineers, and on their interest in becoming an engineer in the future. Results: A Sankey diagram illustrated significant complexity in the interaction between conceptions of engineering work and fields of engineering. Chi-square tests of association were used to examine the association between students depicting an engineer as either the same or a different gender to themselves and their interest in becoming an engineer. The results of these and the regression analyses indicate that young people’s gender explains more variance in the gender of drawn engineers and the country they are studying in explains more variance in their conception of engineers. However, most variance was explained when both students’ gender and country of study were considered together. Further, particularly for young females, drawing a female engineer as opposed to a male engineer was positively associated with increased interest in becoming an engineer. Conclusions: There is a need to develop a greater understanding of engineering in young people to ensure they have sufficient information to make decisions regarding related educational pursuits. National-level attempts are needed to present accurate depictions of engineering, and effort needs to be invested in ensuring that young females can identify as engineers. Higher educational access needs to be considered in future work examining future career interests. 

Understanding the factors that impact learners with respect to their academic achievement is critical for enhancing educational provision, and the nature of these factors can vary widely. They could be, for example, cognitive, conative, physiological, or physical. With increased understanding of such factor's teachers can better meet learner needs. Investigations into individual differences are not uncommon within technology education, for example much work has been conducted in the area of attitudes towards technology. However, research into individual cognitive differences is an emerging space. In light of the overwhelming evidence illustrating that spatial ability, commonly described as the ability to generate and manipulate abstract visual images, is positively associated with STEM educational performance and retention, understanding the role of spatial ability in technology education is important. Acknowledging the potential implications of such insight but recognising the lack of contextual evidence, this chapter describes the results of a series of studies conducted with the aim of supporting the development of theory and suggesting recommendations for practice with respect to spatial ability within technology education. A literature review of the extant literature on spatial ability was conducted, and four quantitative studies examined the theorised positionality of spatial ability within technology education, and its relationship with authentic problem solving and other cognitive factors.