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首页> 外文期刊>South African statistical journal >DETERMINING THE EFFICACY OF BRIDGING PROGRAMMES IN THE FACULTY OF SCIENCE AT THE UNIVERSITY OF KWAZULU-NATAL
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DETERMINING THE EFFICACY OF BRIDGING PROGRAMMES IN THE FACULTY OF SCIENCE AT THE UNIVERSITY OF KWAZULU-NATAL

机译:确定卡祖鲁-纳塔尔大学理学系桥梁计划的效率

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摘要

The vast majority of mainly black African students enrolling at a higher education institution come from a township school where a lack of resources and teacher training creates an environment of rote learning where students leave with only a superficial understanding of some of the linguistic and numeracy concepts needed to successfully complete a higher education based field of study. To address this problem universities have put in place additional teaching programmes that are designed to help bridge this gap. This paper examines the efficacy of some of these bridging programmes using regression adjustment and propensity score matching methods to control for a possible selection bias that can occur with observational studies. To control for a possible selection bias that may occur when selection into treatment is being determined by a set of confounding variables that may be unobservable, Heckman's switching regression model was also fitted to the dataset that was collected.
机译:进入高等教育机构的非洲黑人学生绝大多数来自一所乡镇学校,那里的资源匮乏和师资培训创造了死记硬背的学习环境,使学生在离开学校时仅对一些所需的语言和计算概念有了一个肤浅的了解。成功完成基于高等教育的研究领域。为了解决这个问题,大学制定了其他教学计划,旨在帮助弥合这一差距。本文使用回归调整和倾向得分匹配方法来检验其中一些桥接程序的功效,以控制观察研究可能出现的选择偏倚。为了控制可能的选择偏差,当选择一组可能无法观察到的混杂变量确定治疗选择时,可能会发生选择偏差,Heckman的转换回归模型也适用于收集的数据集。

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