Browsing by Subject "learning to learn"

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  • Kantasalmi, Kari; Hautamäki, Jarkko (Peoples’ Friendship University of Russia, 2019)
  • Salmi, Hannu; Thuneberg, Helena; Bogner, Franz X.; Fenyvesi, Kristof (2021)
    A sample of 392 students (aged 12-13 years, M± SD: 12. 52% girls) completed a learning module integrating informal hands-on mathematics and arts activity (extending STEM to STEAM). Within a 140 minute workshop period participants worked with commercially available ‘4Dframe’ Math and STEAM learning toolkits to design and create original, personal and individual geometrical structures. Two science pedagogues acted as tutors supervising the process and intervened only when needed. A pre-/post-test design monitored individual creativity, relative autonomy, and career choice preference. Path analysis elaborated the role of creativity (measured with two subscales: act and flow), and it showed that post-act, post-flow as well as relative autonomy are valuable predictors of career choices. Similarly, pre-creativity scores were shown to significantly predict the related post-scores: act and flow. As a consequence, our STEAM module was shown to trigger both the creativity level and the career choice preferences. Conclusions for appropriate educational settings to foster STEAM environments are discussed. Keywords: STEAM; math learning; inquiry-based; hands-on; art; informal learning; motivation; career choice.
  • Lappalainen, Hanna (Helsingfors universitet, 2009)
    The objective of this study was to find factors that could predict educational dropout. Dropout risk was assessed against pupil's cognitive competence, success in school, and personal beliefs regarding self and parents, while taking into account the pupil's background and gender. Based on earlier research, an assumption was made that a pupil's gender, success in school, and parent's education would be related with dropping out. This study is part of a project funded by the Academy of Finland and led by Professor Jarkko Hautamäki. The project aims to use longitudinal study to assess the development of pupils' skills in learning to learn. The target group of this study consisted all Finnish speaking ninth graders of a municipality in Southern Finland. There were in total 1534 pupils, of which 809 were girls and 725 boys. The assessment of learning to learn skills was performed about ninth graders in spring 2004. "Opiopi" test material was used in the assessment, consisting of cognitive tests and questions measuring beliefs. At the same time, pupils' background information was collected together with their self-reported average grade of all school subjects. During spring 2009, the pupils' joint application data from years 2004 and 2005 was collected from the Finnish joint application registers. The data were analyzed using quantitative methods assisted by the SPSS for Windows computer software. Analysis was conducted through statistical indices, differences in grade averages, multilevel model, multivariate analysis of variance, and logistic regression analysis. Based on earlier research, dropouts were defined as pupils that had not been admitted to or had not applied to second degree education under the joint application system. Using this definition, 157 students in the target group were classified as dropouts (10 % of the target group): 88 girls and 69 boys. The study showed that the school does not affect the drop-out risk but the school class explains 7,5 % of variation in dropout risk. Among girls, dropping out is predicted by a poor average grade, a lack of beliefs supporting learning, and an unrealistic primary choice in joint application system compared to one's success in school. Among boys, a poor average grade, unrealistic choices in joint application system, and the belief of parent's low appreciation of education were related to dropout risk.