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Instant or Distant: A Temporal Network Tale of Two Interaction Platforms and Their Influence on Collaboration

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Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption (EC-TEL 2022)

Abstract

This study compared two iterations of the same course where students had the same assignments. In the first iteration, the students had to use the typical discussion forums offered by the popular Moodle learning management system. In the second iteration, students had to use Discord, the popular gaming chat application. Students’ interactions were retrieved from both platforms and cleaned. Two social networks were constructed using the same methods to evaluate the differences in patterns of interaction between the two platforms, the group interactivity, the reciprocity, and the quality of interactions. The aim is to study how far an instant messenger facilitates or otherwise constrains collaboration. We use temporal network methods to further understand the pace, rhythm, and temporality of interactions.

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References

  1. Siemens, G.: Learning analytics: the emergence of a discipline. Am. Behav. Sci. 57, 1380–1400 (2013)

    Article  Google Scholar 

  2. Wong, B.T.M.: Learning analytics in higher education: an analysis of case studies. Asian Assoc. Open Univ. J. 12, 21–40 (2017)

    Article  Google Scholar 

  3. Malmberg, J., Saqr, M., Järvenoja, H., Järvelä, S.: How the monitoring events of individual students are associated with phases of regulation. J. Learn. Anal. 9, 77–92 (2022)

    Article  Google Scholar 

  4. Törmänen, T., Järvenoja, H., Saqr, M., Malmberg, J.: A person-centered approach to study students’ socio-emotional interaction profiles and regulation of collaborative learning. Front. Educ. (2022)

    Google Scholar 

  5. Saqr, M., Peeters, W.: Temporal networks in collaborative learning: a case study. Br. J. Educ. Technol. (2022). https://doi.org/10.1111/bjet.13187

  6. Vu, D., Pattison, P., Robins, G.: Relational event models for social learning in MOOCs. Soc. Netw. 43, 121–135 (2015)

    Article  Google Scholar 

  7. Saqr, M., Nouri, J.: High resolution temporal network analysis to understand and improve collaborative learning. In: Proceedings of the Tenth International Conference on Learning Analytics and Knowledge, pp. 314–319. Association for Computing Machinery, New York (2020)

    Google Scholar 

  8. Saqr, M., Poquet, O., Lopez-Pernas, S.: Networks in education: a travelogue through five decades. IEEE Access 10, 32361–32380 (2022)

    Article  Google Scholar 

  9. Saqr, M., López-Pernas, S.: The curious case of centrality measures: a large-scale empirical investigation. J. Learn. Anal. 9, 13–31 (2022)

    Article  Google Scholar 

  10. Holme, P., Saramäki, J.: Temporal networks as a modeling framework. In: Holme, P., Saramäki, J. (eds.) Temporal Networks, pp. 1–14. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-36461-7_1

    Chapter  Google Scholar 

  11. Conde, M.Á., Rodríguez-Sedano, F.J., Hernández-García, Á., Gutiérrez-Fernández, A., Guerrero-Higueras, Á.M.: Your teammate just sent you a new message! The effects of using telegram on individual acquisition of teamwork competence. Int. J. Interact. Multimedia 6, 225 (2021)

    Google Scholar 

  12. Lents, N.H., Cifuentes, O.E.: Increasing student-teacher interactions at an urban commuter campus through instant messaging and online office hours (2010)

    Google Scholar 

  13. Fox, A.B., Rosen, J., Crawford, M.: Distractions, distractions: does instant messaging affect college students’ performance on a concurrent reading comprehension task? Cyberpsychol. Behav. 12, 51–53 (2009)

    Article  Google Scholar 

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Acknowledgement

This study is partially funded by the Erasmus+ program of the European Union within the project ENVISION_2027 (grant number 2020-1-FI01-KA226-HE-092653), and by the Academy of Finland (grant number 350560).

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Correspondence to Mohammed Saqr .

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Saqr, M., López-Pernas, S. (2022). Instant or Distant: A Temporal Network Tale of Two Interaction Platforms and Their Influence on Collaboration. In: Hilliger, I., Muñoz-Merino, P.J., De Laet, T., Ortega-Arranz, A., Farrell, T. (eds) Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption. EC-TEL 2022. Lecture Notes in Computer Science, vol 13450. Springer, Cham. https://doi.org/10.1007/978-3-031-16290-9_55

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  • DOI: https://doi.org/10.1007/978-3-031-16290-9_55

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-16289-3

  • Online ISBN: 978-3-031-16290-9

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