Effects of a Summer Bridge Program on Student Grade Point Average and Retention

Rebecca Lee Harris, Brandon Vick
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Abstract

Both society- and individual-level factors serve to make persistence through one's university career more difficult, especially for students with disadvantaged financial and academic backgrounds. Using a rich dataset of students at a rural, 4-year university in Pennsylvania, we compare GPA and persistence outcomes of two groups of students in academic and financial need: those that participated in a summer bridge (SB) program and those with similar high school backgrounds that did not. Multivariate logistic regression and survival analysis are used to test for any statistical associations between SB participation and persistence while controlling for student demographic, high school background, and home area factors. Results suggest that while SB students come into college at a significant economic and academic disadvantage, they have 60% higher odds of persisting to the second semester and 71% higher odds of persisting to the second year than students in the non-SB comparison group ( p < 0.01).
暑期桥梁计划对学生平均学分绩点和保留率的影响
社会和个人层面的因素都会增加大学生涯的坚持难度,尤其是对于经济和学术背景不佳的学生而言。利用宾夕法尼亚州一所农村四年制大学学生的丰富数据集,我们比较了两组在学业和经济上有需要的学生的 GPA 和坚持学习的结果:参加了暑期桥梁(SB)项目的学生和没有参加该项目但高中背景相似的学生。在控制学生人口、高中背景和家庭所在地区等因素的情况下,使用多变量逻辑回归和生存分析来检验参与 SB 计划与坚持学习之间是否存在任何统计学关联。结果表明,虽然小班制学生进入大学时在经济和学业上处于明显的劣势,但他们坚持到第二学期的几率比非小班制对比组的学生高出 60%,坚持到第二学年的几率比非小班制对比组的学生高出 71% (P < 0.01)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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