Collaborative Research: Infrastructure and Development of a Computer Science Concept Inventory for CS2

合作研究：CS2 计算机科学概念清单的基础设施和开发

• 批准号: 1504909
• 负责人: Kevin Webb
• 金额: $ 3.55万
• 依托单位: Swarthmore College
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2015
• 资助国家: 美国
• 起止时间: 2015-07-01 至 2020-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1504909&HistoricalAwards=false
• 关键词: Collaborative; Research; Infrastructure; Development; Computer

This collaborative project involving four institutions (University of California-San Diego, Oberlin College, University of California-Berkeley, and Swarthmore College) will develop a Concept Inventory (CI) for the second introductory programming course (CS2) in computer science. CIs are validated assessments of course content knowledge, and can be used to compare teaching approaches, identify student misconceptions, and quantify learning gains. In physics, the Force Concept Inventory was responsible for a widespread shift in the ways that physics students are taught. The development of a CI for CS2 will have a similar impact on the way computer science will be taught across the country.This project will follow the CI development process established by Adams and Wieman, which has been used to develop CIs for many other sciences. The process includes: consulting with a diverse expert panel to establish common CS2 content and identify core course concepts; interviewing students to identify common misconceptions; consulting with experts to create questions; administering draft, open-ended questions to students; statistically verifying the assessment; and releasing the CI to the community. The project will also design a software system for creating and deploying CIs, and will make this software publicly available. The project team will hold training sessions on (1) using the CI to improve CS education, and (2) using the software to engage in further CI research. Evaluation of the work will be overseen by an external evaluator who will validate the CI via student and faculty interviews.

这个合作项目涉及四个机构（加州大学圣地亚哥分校，奥伯林学院，加州大学伯克利分校和斯沃斯莫尔学院）将开发一个概念清单（CI）的第二个介绍编程课程（CS2）在计算机科学。 CI是对课程内容知识的有效评估，可用于比较教学方法，识别学生的误解，并量化学习成果。 在物理学中，力概念清单是物理学生教学方式的广泛转变的原因。 CS2的CI开发将对全国计算机科学的教学方式产生类似的影响。该项目将遵循亚当斯和Wieman建立的CI开发过程，该过程已用于开发许多其他科学的CI。 该过程包括：咨询多元化的专家小组，以建立共同的CS2内容，并确定核心课程概念;采访学生，以确定常见的误解;咨询专家，以创建问题;管理草案，开放式问题的学生;统计验证的评估;并发布CI社区。该项目还将设计一个用于创建和部署CI的软件系统，并将公开提供该软件。项目团队将举办培训课程，内容包括（1）使用CI来改善CS教育，以及（2）使用该软件进行进一步的CI研究。 工作的评估将由外部评估员监督，他将通过学生和教师的访谈来验证CI。