Cultivation of Computational Thinking in University Students through STEM Education: A Case Study of Digital Signal Processing

Cultivating computational thinking in university students has become a central focus of modern education, particularly in STEM disciplines. How to put computational thinking training into practice in instructional strategy design is a problem worth researching. This paper firstly provides an understanding of the nature, status and role of the Digital Signal Processing (DSP) course. On this basis, instructional design research is carried out from the aspects of ``higher order'' objective design, instructional model reform and evaluation design. The results show that integrating STEM concepts into DSP courses can significantly improve students' computational thinking skills. The research findings provide an effective practical reference for exploring instructional models for computer science.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/cste64638.2025.11092078
Primary Topic
Teaching and Learning Programming
Type
article
Field-Weighted Citation Impact
0.00

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article

Cultivation of Computational Thinking in University Students through STEM Education: A Case Study of Digital Signal Processing

Yuxia Sheng, Jing‐Wen Yi, Dan Xiong, Zhang Zhe
Teaching and Learning Programming
article

Cultivation of Computational Thinking in University Students through STEM Education: A Case Study of Digital Signal Processing

Yuxia Sheng, Jing‐Wen Yi, Dan Xiong, Zhang Zhe
article en

Abstract

Cultivating computational thinking in university students has become a central focus of modern education, particularly in STEM disciplines. How to put computational thinking training into practice in instructional strategy design is a problem worth researching. This paper firstly provides an understanding of the nature, status and role of the Digital Signal Processing (DSP) course. On this basis, instructional design research is carried out from the aspects of ``higher order'' objective design, instructional model reform and evaluation design. The results show that integrating STEM concepts into DSP courses can significantly improve students' computational thinking skills. The research findings provide an effective practical reference for exploring instructional models for computer science.

Wuhan University of Science and Technology (CN)
Wuhan University
Quality Education
Openalex Percentile: Top 79%
Teaching and Learning Programming
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