Breitwieser Jasmin, Neubauer Andreas B, Schmiedek Florian, Brod Garvin
Education and Human Development, DIPF | Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.
IDeA Center for Research on Individual Development and Adaptive Education of Children at Risk, Frankfurt am Main, Germany.
NPJ Sci Learn. 2024 Dec 12;9(1):76. doi: 10.1038/s41539-024-00289-9.
Mobile devices are ubiquitous, but their potential for adaptive educational interventions remains largely untapped. We identify three key promises of mobile interventions for educational research and practice: 1) intervening when it is most beneficial (i.e., "just-in-time adaptivity"), 2) estimating causal effects of interventions in ecologically valid settings, 3) considering the impact of context on the effectiveness of interventions. We discuss the challenges and next steps to advance this field.
移动设备无处不在,但其在适应性教育干预方面的潜力在很大程度上仍未得到开发。我们确定了移动干预对教育研究和实践的三个关键前景:1)在最有益的时候进行干预(即“及时适应性”),2)在生态有效环境中估计干预的因果效应,3)考虑背景对干预效果的影响。我们讨论了推进该领域发展的挑战和后续步骤。