Implementation of Project-Based Learning Computational Thinking Models in Mobile Programming Courses

Ismael, Nizwardi Jalinus, Rusnardi Rahmad Putra
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Abstract

This study focuses on investigating the integration of project-based learning with computational thinking (PjBL-CT) skills to enhance students’ proficiency in learning mobile programming. The findings of the model provide an evaluation of cognitive aspects, affective aspects in the form of 4C soft skills, and psychomotor aspects. To measure the effectiveness of the model, we will test the differences in the quality of student learning outcomes between two groups: the control group and the experimental group. The cognitive test results showed a value of 80.85 for the experimental class and 73.21 for the control class. For the assessment of soft skill 4C, student creativity aspects are superior to other aspects. Whereas for aspects of enhancing the project’s value, an important finding from the results obtained is the significant improvement in the quality of learning by incorporating computational thinking into the problem-based learning (PBL) model.
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在移动编程课程中实施基于项目学习的计算思维模式
本研究的重点是调查基于项目的学习与计算思维(PjBL-CT)技能的整合,以提高学生学习移动编程的能力。该模型的研究结果提供了认知方面、以 4C 软技能为形式的情感方面以及心理运动方面的评估。为了衡量该模型的有效性,我们将测试对照组和实验组两组学生学习成果质量的差异。认知测试结果显示,实验班为 80.85,对照组为 73.21。在软技能 4C 的评估中,学生的创造力方面优于其他方面。而在提高项目价值方面,从结果中得出的一个重要发现是,将计算思维纳入基于问题的学习(PBL)模式,显著提高了学习质量。
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