Scientific journal paper Q2
Empowered learning through microworlds and teaching methods: a text mining and meta-analysis-based systematic review
Joana Martinho Costa (Costa, J. M.); Sérgio Moro (Moro, S.); Guilhermina Miranda (Miranda, G.); Taylor Arnold (Arnold, T.);
Journal Title
Research in Learning Technology
Year (definitive publication)
2020
Language
English
Country
United Kingdom
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Abstract
Microworlds are simulations in computational environments where the student can manipulate objects and learn from those manipulations. Since their creation, they have been used in a wide range of academic areas to improve students learning from elementary school to college. However, their effectiveness is unclear since many studies do not measure the acquired knowledge after the use of microworlds but instead they focus on self-evaluation. Furthermore, it has not been clear whether its effect on learning is related to the teaching method. In this study, we perform a meta-analysis to ascertain the impact of microworlds combined with different teaching methods on students’ knowledge acquisition. We applied a selection criterion to a collection of 668 studies and were left with 10 microworld applications relevant to our learning context. These studies were then assessed through a meta-analysis using effect size with Cohen’s d and p-value. Our analysis shows that the cognitive methods combined with microworlds have a great impact on the knowledge acquisition (d = 1.03; p < 0.001) but failed to show a significant effect (d = 0.21) for expository methods.
Acknowledgements
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Keywords
Meta-analysis,Microworlds,Simulations,Teaching methods,Technology-enhanced learning
  • Computer and Information Sciences - Natural Sciences
  • Educational Sciences - Social Sciences
Funding Records
Funding Reference Funding Entity
UIDB/04466/2020 Fundação para a Ciência e a Tecnologia
UIDP/04466/2020 Fundação para a Ciência e a Tecnologia

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