The importance of self-regulated learning (SRL) has become increasingly apparent. Further, technology-enhanced learning provides novel ways to support this while different technologies have changed the learning environments. The aim of this study was to investigate the perspectives of 5th–6th grade pupils on learning analytics and self-regulated learning during a phenomenon-based learning module in a blended learning environment. A total of 89 pupils participated in the learning module and were observed. Furthermore, ten pupils were interviewed after completing a learning module. A qualitative content analysis was conducted. The results revealed that, overall, pupils experience of self-regulated learning and learning analytics was positive. The pupils perceived the digital learning and learning analytics as functional and motivating, and some pupils stated that it helped their learning. Also, the pupils became increasingly self-directed during the study module. However, setting goals and managing to follow them appeared to be quite difficult for many of the pupils. The findings imply that a learning management system, which is built to support self-regulated learning may support the development of pupils’ self-regulation and guide their ability to learn independently as well as with their peers.
Virtual reality environments (VLEs) such as 360 videos have been introduced as educational tools over the last few years, although the pedagogical value of these media has not been widely examined, especially in the context of craft skill learning. Moreover, emotions and competences have a great impact on the usability and adoption of ICTand on learning. In this paper, mixed-method strategies were used to address these pedagogical and emotional needs in the context of craft learning and 360 VLE. Furthermore, a quasi-experimental design was used to compare learning outcomes of 360 VLE and traditional groups. Findings based on quantitative analysis suggest that negative or positive ICT-attitude did not affect how students experienced traditional or 360 lessons emotionally. However, ICT-and craft-competences had significant correlations with the described emotions. No significant differences in terms of learning outcomes were observed between the traditional and 360 teaching methods. According to the thematic analysis of the interviews, the 1 st-person-view 360 VLE could be used for basic skill observation and visualization to support traditional hands-on learning. Moreover, a head-mounted display was considered to help with focusing on the demonstration. However, more interaction with the interface and opportunities for direct interaction with the instructor were seen as necessary in 360 VLEs for skill learning in the future.
Research methods, including those of a quantitative nature, are an important part of preservice teacher training in Finland. However, quantitative research methods are considered challenging, often feared, and even hated among preservice teachers. This may be due to previous negative experiences and emotions associated with their use, which also influence other aspects of learning such as self-regulation, self-efficacy, and orientations. Given such circumstances, new ways to teach and support the learning of quantitative methods are needed. Here, we investigate the self-regulation, self-efficacy, orientations, and emotions of preservice teachers (N = 38) enrolled in a quantitative methods online course incorporating learning analytics and a flipped learning approach. Dispositional learning analytics data from five measurement points were used, and data were analyzed via descriptive statistics, internal consistency (Cronbach alpha), bootstrapped paired sample t-test (between first and final measurement point), and profiles based on mean. The results demonstrate that in this teaching context, preservice teachers’ time management skills can be improved, and task avoidance, anxiety, and boredom towards quantitative methods decreased. The meaning of these results from the teaching context perspective are also examined, as are the limitations and implications of this study.
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