Title:
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Towards understanding the potential of teaching analytics within educational communities
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Author:
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Michos, Konstantinos; Hernández Leo, Davinia
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Abstract:
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Comunicació presentada a: IWTA 2016 International Workshop on Teaching Analytics, celebrat dins EC-TEL 2016, el 16 de setembre de 2016 a Lyon, França. |
Abstract:
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The use of learning analytics in ICT-rich learning environments assists teachers to (re)design their learning scenarios. Teacher inquiry is a process of intentional and systematic research of teachers into their students´ learning. When teachers work in small groups or communities and present results of their practice more interpretations are generated around the use and meaning of this data. In this workshop paper we present preliminary research about four dimensions of learning analytics (engagement, assessment, progression, satisfaction), and their visualization as teaching analytics, that are hypothesized to be relevant to help teachers in the (re)design of their learning scenarios. Moreover, we evaluate teachers’ acceptance of exchanging these types of analytics within their teaching community. A workshop for blended MOOCs design (N=20 participants) showed that although all the analytics dimensions were valuable, assessment data was the most useful dimension for (re)designing while data about the engagement of students was the less useful. Educational practitioners also showed interest in knowing a combination of specific data (e.g. achievements related with the satisfaction of students). Last, most participants expressed their willingness to share visual learning analytics related to their designs with their colleagues. The role of contextual information to interpret the learning analytics was recognized as important. |
Abstract:
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This research is partly funded by RecerCaixa and the Spanish Ministry of Economy and Competitiveness under RESET (TIN2014-53199-C3-3-R) and the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502). Authors want to thank Laia Albo for the global organization of the UCATX workshop and all the professors and researchers who participated. |
Subject(s):
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-Teaching analytics -Learning analytics -Communities of educators -Teacher inquiry -Professional learning communities -Learning design |
Rights:
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© 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes.
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Document type:
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Conference Object Article - Published version |
Published by:
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CEUR Workshop Proceedings
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