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Could MOOC-Takers’ Behavior Discuss the Meaning of Success-Dropout Rate? Players, Auditors, and Spectators in a Geographical Analysis Course about Natural Risks

Author

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  • Sandra Ricart

    (Water and Territory Research Group, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain)

  • Rubén A. Villar-Navascués

    (Water and Territory Research Group, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain)

  • Salvador Gil-Guirado

    (Laboratory of Climatology, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain
    Department of Geography, University of Murcia, 30001 Murcia, Spain)

  • María Hernández-Hernández

    (Water and Territory Research Group, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain
    Department of Regional Geographic Analysis and Physical Geography, University of Alicante, Sant Vicent del Raspeig, 03690 Alicante, Spain)

  • Antonio M. Rico-Amorós

    (Water and Territory Research Group, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain
    Department of Regional Geographic Analysis and Physical Geography, University of Alicante, Sant Vicent del Raspeig, 03690 Alicante, Spain)

  • Jorge Olcina-Cantos

    (Laboratory of Climatology, Interuniversity Institute of Geography, University of Alicante, 03690 San Vicente del Raspeig, Spain
    Department of Regional Geographic Analysis and Physical Geography, University of Alicante, Sant Vicent del Raspeig, 03690 Alicante, Spain)

Abstract

Research interest in massive online and open courses (MOOCs) is rapidly growing, questioning who enrolls, why and how to conceive engagement, and success rates. This study is focused on MOOC-takers behavior obtained from a seven-week MOOC experience on natural risks. Data scraping principles have been used to collect data. Demographics, success-dropout rates, engagement periods, achievement and scoring, and behavior were analyzed through descriptive statistics, non-parametric correlation analysis, and statistical hypothesis testing. The results show that students who start earlier and those who finish earlier the course obtain better grades in some of the modules (motivation and background on natural risks could be the explanation). However, for ‘last moment students’, speed in passing the modules is either related to greater motivation, although in this case it is not related to better grades. Furthermore, students who complete tasks during the weekend take less time to complete the modules and obtain a better grade. In addition, a learning strategy is promoted by reconsidering who is learning: players (those who complete the course and earning a certificate), auditors (those who have completed a thematic unit or the whole module, earning partial knowledge), and spectators (those enrolled until the end of the course, who intend earning experience in e-learning).

Suggested Citation

  • Sandra Ricart & Rubén A. Villar-Navascués & Salvador Gil-Guirado & María Hernández-Hernández & Antonio M. Rico-Amorós & Jorge Olcina-Cantos, 2020. "Could MOOC-Takers’ Behavior Discuss the Meaning of Success-Dropout Rate? Players, Auditors, and Spectators in a Geographical Analysis Course about Natural Risks," Sustainability, MDPI, vol. 12(12), pages 1-18, June.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:12:p:4878-:d:371766
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    References listed on IDEAS

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    1. Jeimmy Carrera & Darinka Ramírez-Hernández, 2018. "Innovative Education in MOOC for Sustainability: Learnings and Motivations," Sustainability, MDPI, vol. 10(9), pages 1-17, August.
    2. Gabi Witthaus & Andreia Inamorato dos Santos & Mark Childs & Anne-Christin Tannhäuser & Grainne Conole & Bernard Nkuyubwatsi & Yves Punie, 2016. "Validation of Non-formal MOOC-based Learning: An Analysis of Assessment and Recognition Practices in Europe (OpenCred)," JRC Research Reports JRC96968, Joint Research Centre.
    3. Julio Ruiz-Palmero & Daniel López-Álvarez & Enrique Sánchez-Rivas & José Sánchez-Rodríguez, 2019. "An Analysis of the Profiles and the Opinion of Students Enrolled on xMOOCs at the University of Málaga," Sustainability, MDPI, vol. 11(24), pages 1-15, December.
    4. Kaplan, Andreas M. & Haenlein, Michael, 2016. "Higher education and the digital revolution: About MOOCs, SPOCs, social media, and the Cookie Monster," Business Horizons, Elsevier, vol. 59(4), pages 441-450.
    5. Zehui Zhan & Patrick S.W. Fong & Hu Mei & Xuhua Chang & Ting Liang & Zicheng Ma, 2015. "Sustainability Education in Massive Open Online Courses: A Content Analysis Approach," Sustainability, MDPI, vol. 7(3), pages 1-27, February.
    6. Alexa Tanner & Joseph Árvai, 2018. "Perceptions of Risk and Vulnerability Following Exposure to a Major Natural Disaster: The Calgary Flood of 2013," Risk Analysis, John Wiley & Sons, vol. 38(3), pages 548-561, March.
    7. Suhang Jiang & Katerina Schenke & Jacquelynne Sue Eccles & Di Xu & Mark Warschauer, 2018. "Cross-national comparison of gender differences in the enrollment in and completion of science, technology, engineering, and mathematics Massive Open Online Courses," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-15, September.
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