Evaluating students' engagement with an online learning environment during and after COVID-19 related school closures : A survival analysis approach
Copyright © 2021 Elsevier GmbH. All rights reserved..
BACKGROUND: Due to the COVID-19 pandemic schools all over the world were closed and thereby students had to be instructed from distance. Consequently, the use of online learning environments for online distance learning increased massively. However, the perseverance of using online learning environments during and after school closures remains to be investigated.
METHOD: We examined German students' (n ≈ 300,000 students; ≈ 18 million computed problem sets) engagement in an online learning environment for mathematics by means of survival analysis.
RESULTS: We observed that the total number of students who registered increased considerably during and after school closures compared to the previous three years. Importantly, however, the proportion of students engaged also decreased more rapidly over time.
CONCLUSION: The application of survival analysis provided valuable insights into students' engagement in online learning - or conversely students' increased dropout rates - over time. Its application to educational settings allows to address a broader range of questions on students' engagement in online learning environments in the future.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2021 |
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| Erschienen: |
2021 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:25 |
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| Enthalten in: |
Trends in neuroscience and education - 25(2021) vom: 30. Dez., Seite 100168 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Spitzer, Markus Wolfgang Hermann [VerfasserIn] |
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| Anmerkungen: |
Date Completed 03.12.2021 Date Revised 21.12.2022 published: Print-Electronic Citation Status MEDLINE |
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| doi: |
10.1016/j.tine.2021.100168 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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NLM333817435 |
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| 100 | 1 | |a Spitzer, Markus Wolfgang Hermann |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Evaluating students' engagement with an online learning environment during and after COVID-19 related school closures |b A survival analysis approach |
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| 500 | |a Date Completed 03.12.2021 | ||
| 500 | |a Date Revised 21.12.2022 | ||
| 500 | |a published: Print-Electronic | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a Copyright © 2021 Elsevier GmbH. All rights reserved. | ||
| 520 | |a BACKGROUND: Due to the COVID-19 pandemic schools all over the world were closed and thereby students had to be instructed from distance. Consequently, the use of online learning environments for online distance learning increased massively. However, the perseverance of using online learning environments during and after school closures remains to be investigated | ||
| 520 | |a METHOD: We examined German students' (n ≈ 300,000 students; ≈ 18 million computed problem sets) engagement in an online learning environment for mathematics by means of survival analysis | ||
| 520 | |a RESULTS: We observed that the total number of students who registered increased considerably during and after school closures compared to the previous three years. Importantly, however, the proportion of students engaged also decreased more rapidly over time | ||
| 520 | |a CONCLUSION: The application of survival analysis provided valuable insights into students' engagement in online learning - or conversely students' increased dropout rates - over time. Its application to educational settings allows to address a broader range of questions on students' engagement in online learning environments in the future | ||
| 650 | 4 | |a Journal Article | |
| 700 | 1 | |a Gutsfeld, Raphael |e verfasserin |4 aut | |
| 700 | 1 | |a Wirzberger, Maria |e verfasserin |4 aut | |
| 700 | 1 | |a Moeller, Korbinian |e verfasserin |4 aut | |
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