Please use this identifier to cite or link to this item:
https://doi.org/10.48548/pubdata-1488
Full metadata record
| Field | Value |
|---|---|
| Resource type | Journal Article |
| Title(s) | To use or not to use learning data: A survey study to explain German primary school teachers’ usage of data from digital learning platforms for purposes of individualization |
| DOI | 10.48548/pubdata-1488 |
| Handle | 20.500.14123/1562 |
| Creator | Hase, Alina  0000-0002-8941-5768Kahnbach, Leonie 0000-0002-6454-8898Kuhl, Poldi 0000-0001-8021-8840Lehr, Dirk 0000-0002-5560-3605 |
| Abstract | Digital learning platforms (DLP) provide various types of information about student learning when used for learning and practice. This learning data holds potential for individualized instruction, which has become increasingly necessary for adequately addressing learners’ individual needs. For primary schools in particular, this is important for developing inclusive schools. However, despite the potential of DLP and the learning data that can be obtained from them, they are rarely used by teachers. Furthermore, little is known about factors that lead teachers to use learning data for instruction and individual support. To address this research gap, we conducted an online cross-sectional survey study of N = 272 primary school teachers in Germany. After describing the respondents’ current and previous usage of learning data from DLP, we used structural equation modeling (SEM) to test the influence of predictors on respondents’ intention to use as well as their usage of learning data from DLP. Finally, we discuss the need for increased usage of learning data in teacher education and training, contributing to ongoing debates about the usage of digital learning data in educational research and practice. |
| Language | English |
| Keywords | Data-driven; Decision Making; Digital; Learning Platform; Individualization; Learning Analytics; Primary School; Teacher; Structural Equation Modeling; Planned Behavior |
| Year of publication in PubData | 2024 |
| Publishing type | Parallel publication |
| Publication version | Published version |
| Date issued | 2022-08-18 |
| Creation context | Research |
| Faculty / department | Fakultät Bildung |
| Notes | This publication was funded by the Open Access Publication Fund of Leuphana University Lüneburg. |
| Date of Availability | 2024-11-18T13:23:17Z |
| Archiving Facility | Medien- und Informationszentrum (Leuphana Universität Lüneburg  02w2y2t16) |
| Published by | Medien- und Informationszentrum, Leuphana Universität Lüneburg |
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| File | Description | Size | Format | |
|---|---|---|---|---|
Hase_To_use_or_not_to_use_learning_data.pdf License: 
open-access | 1.8 MB | Adobe PDF | View/Open |
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