南康涅狄格州立大学建立以学生为中心的变革性教育文化
公司规模
Large Corporate
地区
- America
国家
- United States
产品
- IBM SPSS Statistics
- IBM Watson Analytics
技术栈
- Cognitive Analytics
- Cloud Services
实施规模
- Enterprise-wide Deployment
影响指标
- Productivity Improvements
- Customer Satisfaction
技术
- 分析与建模 - 预测分析
- 分析与建模 - 实时分析
适用行业
- 教育
适用功能
- 人力资源
- 商业运营
用例
- 质量预测分析
- 实时定位系统 (RTLS)
服务
- 数据科学服务
- 云规划/设计/实施服务
关于客户
南康涅狄格州立大学 (SCSU) 成立于 1893 年，为约 11,000 名学生提供 114 个研究生和本科课程。700 多名教职员工带领学生完成各种学习和研究专业。美国各大学在吸引和留住学生方面竞争异常激烈。南康涅狄格州立大学 (SCSU) 的目标是成为并保持学生的首选。SCSU 之前曾开展过一项研究，调查学生的留校率和毕业率随时间的变化趋势，但这些研究往往只关注每个学生的有限概况。该大学怀疑自己错过了关键信息。
挑战
南康涅狄格州立大学 (SCSU) 在吸引和留住学生方面面临挑战。该大学之前曾开展过研究，调查学生的留校和毕业趋势，但这些研究只关注每个学生的非常有限的概况。SCSU 怀疑它错过了关键信息。该大学希望挑战既定观点，从更大的角度来理解为什么学生没有发挥出全部潜力。它还希望评估支持学业或发展上没有取得进步的学生的不同方式，并确定真正有效的干预活动。
解决方案
SCSU 开始转移其关注点：从学生无法改变的方面，如种族、性别和父母收入，转向可以改变的因素。该大学设立了一项新的一年级体验计划，旨在促进学生参与，提高学生的学业成绩并提高留校率。该研究考虑了学生的人口统计特征、入学指导期间进行的两次调查的结果、第一学期进行的一年级体验自我评估的回复以及学业进展。该团队决定将该计划扩展到 SCSU 的其他学生，并创建了一项纵向队列研究，跟踪学生在大学期间的整个学习过程。他们在 IBM Watson™ Analytics（一种云端提供的认知数据发现服务）中找到了答案。
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