College and Beyond II (CBII) Student Experience Analytics, [United States], 2000-2021

The College and Beyond II (CBII) Student Experience Analytics Study contains contextual analytics of students' undergraduate experience based solely on information extracted from the Administrative Data. The study consists of two sets of derived measures, the Transcript of the Future measures and the Course Diversity measures. They are provided as examples of the types of aggregate measures that can be distilled from transcript data. Users are encouraged to explore their potential for measuring the student experience. Code similar to that used to generate the Transcript of the Future measures can be found here on Github. The following Student Experience Analytics variables were developed by Koester et al. (2017): transcript_student_effect, transcript_course_effect, transcript_breadth, and transcript_div_major. If you use them in your work, please cite the following: Koester, B.P., Fogel, J., Murdock III, W., Grom, G., & McKay, T.A. (2017). Building a transcript of the future. In Proceedings of the Seventh International Analytics & Knowledge Conference (pp. 209-308).

《大学与未来II（CBII）学生体验分析研究》包含基于行政数据提取信息的学生的本科经历情境分析。该研究由两套派生度量组成，即未来成绩单度量与课程多样性度量。它们作为从成绩单数据中提炼出的汇总度量的示例提供。使用者被鼓励探索其在衡量学生体验方面的潜力。用于生成未来成绩单度量的类似代码可在GitHub上找到。以下学生体验分析变量由Koester等人（2017年）开发：成绩单学生效应、成绩单课程效应、成绩单广度和成绩单跨专业度。若在您的研究中使用它们，请引用以下文献：Koester, B.P.，Fogel, J.，Murdock III, W.，Grom, G.，& McKay, T.A.（2017年）。构建未来的成绩单。载于第七届国际分析与知识会议论文集（第209-308页）。