为动机而设计,当没有动机时:设计基于python的数据素养程序的课程是所有学生的必修课。

Johannes van Deest, S. Addo
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引用次数: 0

摘要

随着最近数据呈指数级增长,数据素养已成为个人和组织繁荣的必要条件。然而,这是罕见的,似乎是一个无法实现的目标,大多数人。研究人员、政策制定者和教育工作者都在探索让学习者对数据感兴趣的方法,吕讷堡的Leuphana大学也不甘落后。从2021/2022年冬季学期开始,所有1450名一年级学生将在Leuphana接受基础数据素养教育,其中包括相关知识和技能以及相关道德问题的教学。在本文中,我们从理论上探讨了如何设计教学环境,在异构学习群体中,如何将最初无动机的学生转变为具有数据能力的内在动机的终身学习者。此外,根据我们的经验,我们推导并讨论了设计原则,使读者能够找到适合环境的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing for motivation, when there is none: lessons of designing a python-based data literacy program mandatory for all students.
With data exponentially growing lately, data literacy has become essential for individuals and organizations to prosper. Nonetheless, it is rare and seems an unattainable goal to the majority of people. Researchers, policymakers, and educators are exploring ways of getting learners excited about data, and the Leuphana University of Luneburg is not left behind in this quest. Starting in the winter semester of 2021/2022, all 1,450 first-year students will undergo basic data literacy education at Leuphana, which includes the teaching of related knowledge and skills as well as relevant ethical issues. In this paper, we theoretically explore how to design teaching-learning settings that, given heterogeneous learning groups, can transform initially unmotivated students into intrinsically motivated lifelong learners of data competencies. Furthermore, in light of our empirical experience, we derive and discuss design principles that will enable readers to find a context-adapted solution.
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