Intent and Extent: Computer Science Concepts and Practices in Integrated Computing

IF 3.2 3区 工程技术 Q1 EDUCATION, SCIENTIFIC DISCIPLINES ACM Transactions on Computing Education Pub Date : 2024-05-14 DOI:10.1145/3664825
Lauren E. Margulieux, Yin-Chan Liao, Erin Anderson, Miranda C. Parker, Brendan D. Calandra
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Abstract

Integrated computing curricula combine learning objectives in computing with those in another discipline, like literacy, math, or science, to give all students experience with computing, typically before they must decide whether to take standalone CS courses. One goal of integrated computing curricula is to provide an accessible path to an introductory computing course by introducing computing concepts and practices in required courses. This study analyzed integrated computing curricula to determine which CS practices and concepts are taught, how extensively the curricula are taught, and, by extension, how they might prepare students for later computing courses. The authors conducted a content analysis to examine primary and lower secondary (i.e., K-8) curricula that are taught in non-CS classrooms, have explicit CS learning objectives (i.e., CS+X), and that took 5+ hours to complete. Lesson plans, descriptions, and resources were scored based on frameworks developed from the K-12 CS Framework, including programming concepts, non-programming CS concepts, and CS practices. The results found that curricula most extensively taught introductory concepts and practices, such as sequences, and rarely taught more advanced content, such as conditionals. Students who engage with most of these curricula would have no experience working with fundamental concepts, like variables, operators, data collection or storage, or abstraction in the context of a program. While this focus might be appropriate for integrated curricula, it has implications for the prior knowledge that students should be expected to have when starting standalone computing courses.

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意图和范围:综合计算中的计算机科学概念与实践
综合计算课程将计算学习目标与其他学科(如识字、数学或科学)的学习目标相结合,为所有学生提供计算方面的经验,通常是在他们必须决定是否选修独立的 CS 课程之前。综合计算课程的目标之一是通过在必修课程中介绍计算概念和实践,为学生提供通往计算入门课程的便捷途径。本研究对综合计算课程进行了分析,以确定教授了哪些 CS 实践和概念,课程教授的范围有多大,以及这些课程如何帮助学生为以后的计算课程做好准备。作者对小学和初中(即 K-8)课程进行了内容分析,这些课程在非计算机科学教室教授,具有明确的计算机科学学习目标(即 CS+X),并且需要 5 个多小时才能完成。课程计划、说明和资源根据 K-12 CS 框架(包括编程概念、非编程 CS 概念和 CS 实践)进行评分。结果发现,课程最广泛地教授了入门概念和实践,如序列,而很少教授更高级的内容,如条件。学习这些课程的学生大多没有在程序中使用变量、运算符、数据收集或存储或抽象等基本概念的经验。虽然这种侧重点可能适合综合课程,但它对学生在开始独立计算课程时应具备的先验知识有一定的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACM Transactions on Computing Education
ACM Transactions on Computing Education EDUCATION, SCIENTIFIC DISCIPLINES-
CiteScore
6.50
自引率
16.70%
发文量
66
期刊介绍: ACM Transactions on Computing Education (TOCE) (formerly named JERIC, Journal on Educational Resources in Computing) covers diverse aspects of computing education: traditional computer science, computer engineering, information technology, and informatics; emerging aspects of computing; and applications of computing to other disciplines. The common characteristics shared by these papers are a scholarly approach to teaching and learning, a broad appeal to educational practitioners, and a clear connection to student learning.
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