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1.
Unveiling hype cycle patterns : examining 3D modeling and printing adoption among secondary school teachers
Branko Anđić, Andrej Šorgo, Robert Weinhandl, Mirjana Maričić, Zsolt Lavicza, 2024, original scientific article

Abstract: Despite numerous studies indicating the positive contribution of 3D modeling and printing (3DMP) in learning settings, its current educational use is still rather limited. For the adoption of 3DMP in classrooms, it is critical to understand the views and perceptions of teachers on such new technology. To better understand how teachers perceive 3DMP, a longitudinal study was conducted with 73 Montenegrin secondary school teachers. The study used the Hype Cycle for Emerging Technologies approach to examine changes in teachers' views and perceptions of 3DMP over four time periods: before a workshop on using 3DMP in teaching, immediately after the workshop, three months later, and one year later. Results showed that teachers were motivated to use 3DMP to keep up with new technological trends, create classroom materials, promote inclusion, and STEM learning, and improve students' learning outcomes. The peak of inflated expectations (immediately after the workshop) is characterized by excessively high teacher expectations of 3DMP in terms of perceived pedagogical impact (PPI), perceived usefulness (PU), and barriers (BAR), while teachers' anxiety (ANX) is low; trough of disillusionment (3 months after the workshop) leads to a significant decrease in teachers' positive views and perceptions of PPI, PU, BAR, but an increase in ANX; the slope of enlightenment (one year after the workshop) leads to a recovery in teachers' positive views and perceptions of 3DMP's contribution to PPI, PU, but also BAR, while ANX significantly decreases. These findings provide recommendations for teacher educators, policymakers, 3DMP developers, and future researchers to better support the use of 3DMP in education.
Keywords: 3D modelling and printing, hype cycle, secondary school, teachers
Published in DKUM: 26.11.2025; Views: 0; Downloads: 1
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2.
Exploring factors afecting elementary school teachers' adoption of 3D printers in teaching
Branko Anđić, Andrej Šorgo, Christoph Helm, Robert Weinhandl, Vida Lang, 2023, original scientific article

Abstract: Owing to its advantages such as producing durable models and easy accessibility, 3D modeling and printing (3DMP) has become increasingly popular in educational practice and research. However, the results of many studies have shown that the adoption rate of 3DMP among teachers is still low, especially in elementary schools. Therefore, research is needed to expand current knowledge about what influences teachers' decisions to start and continue using 3DMP in elementary schools. To investigate factors that affect elementary school teachers' decisions to use 3D printing in teaching, this study uses a mixed methods research approach combining binary logistic regression with a qualitative thematic analysis approach. Both approaches assembled predictive constructs from a range of theories on (1) technology acceptance and (2) intentions to continue or abandon 3DMP use. Using a sample of 225 elementary teachers from Montenegro, this study empirically concluded that intentions to discontinue 3DMP was slightly more strongly correlated with the predictors (i.e., performance expectancy, effort expectancy, perceived pedagogical impact, personal innovativeness, management support, user interface quality, technology compatibility, social influence, student expectations) than was intentions to continue using 3DMP. Performance expectancy was a significant determinant of teachers’ continued use of a 3DMP approach. The remaining seven factors (constructs) were found to be insignificant predictors. Perceived pedagogical impact and technology compatibility were significantly associated with teachers' decisions to discontinue using 3DMP. Our results also suggest that the time required to use 3DMP during instruction, the impact of 3DMP on the implementation of curriculum activities, and the availability of 3D printers are all relevant factors that influence teachers’' decision to use or abandon 3DMP.
Keywords: elementary school, binary logistic regression, continuance intentions, thematic analysis approach, 3D modelling and printing
Published in DKUM: 26.03.2024; Views: 268; Downloads: 205
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