Using survival analysis to discovering pathways to success in mathematics

作者：

Highlights：

• Pathways to Success in STEM Education.

• Using learning analytics to discover pathways to success in STEM.

• Examining course sequencing toward the successful completion of a STEM degree.

• Identifying the power impact of specific courses and the risk of dropping out.

• Reviewing the role of course sequencing on students' success.

摘要

•Pathways to Success in STEM Education.•Using learning analytics to discover pathways to success in STEM.•Examining course sequencing toward the successful completion of a STEM degree.•Identifying the power impact of specific courses and the risk of dropping out.•Reviewing the role of course sequencing on students' success.

论文关键词：Learning analytics,Survival analysis,Predictive model,Data mining

论文评审过程：Available online 28 December 2017, Version of Record 18 January 2019.

论文官网地址：https://doi.org/10.1016/j.chb.2017.12.016