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Journal of College Student Retention: Research, Theory & Practice最新文献

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Educational Data Mining in Higher Education: Building a Predictive Model for Retaining University Graduates as Master's Students 高等教育中的教育数据挖掘:建立大学毕业生继续攻读硕士研究生的预测模型
Pub Date : 2024-05-20 DOI: 10.1177/15210251241254053
Vlado Simeunovic, Sanja Milić, Snežana Ratković-Obradović
The goal of this study was to create a model for predicting the factors that influence graduates’ decisions to continue their studies at the master's level within the same institution. The research was conducted on the entire population of students ( N  =  663) who started their studies at the Faculty of Education, University of East Sarajevo between 2008 and 2018 and completed their studies by 2021. Part of the data was collected from the faculty information systems and part through questionnaires. The results showed the artificial neural network had the highest classification accuracy while variables, the personal factors, the faculty offers quality, applicable and useful study programs, time to degree and place of residence have the best predictive value. This model can enable other institutions of higher education to create an inclusive environment that enhances student wellbeing, improves educational results, and increases institutional efficiency.
本研究的目标是创建一个模型,用于预测影响毕业生决定在同一院校继续攻读硕士学位的因素。研究对象为2008年至2018年期间在东萨拉热窝大学教育学院开始学习并在2021年完成学业的全体学生(N = 663)。部分数据来自学院信息系统,部分数据通过问卷调查收集。结果显示,人工神经网络的分类准确率最高,而个人因素、院系提供的课程质量、适用和有用的学习课程、获得学位的时间和居住地等变量的预测价值最高。这一模型可以帮助其他高等教育机构创建一个包容性的环境,从而提高学生的幸福感、改善教育成果并提高机构效率。
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引用次数: 0
Student Persistence Through a Different Lens 从不同角度看学生的坚持
Pub Date : 2024-05-15 DOI: 10.1177/15210251241249158
Vincent Tinto
Unlike many earlier models of student persistence that viewed the process of student persistence through the lens of the institution, the model proposed here looks at persistence through the eyes of students. It draws on the research on student motivation, student perceptions, and the impact of student networks on student engagement to propose a model of student persistence that stresses the importance of student perceptions of their engagement with others on campus and the meanings their draw from their engagements to their decisions to stay or leave. In doing so, it argues that to further promote student persistence, institutions should ask how their actions can influence student perceptions and in turn their motivation to learn and persist.
早期的许多学生持续学习模式都是从学校的角度来看待学生的持续学习过程,而本文提出的模式则不同,它是从学生的角度来看待学生的持续学习。它借鉴了有关学生动机、学生认知以及学生网络对学生参与的影响等方面的研究,提出了一种学生坚持学习的模式,强调了学生对他们与校园中其他人接触的认知以及他们从接触中获得的意义对其去留决定的重要性。在此过程中,该模型认为,为了进一步促进学生的坚持学习,各院校应询问他们的行动如何影响学生的看法,进而影响他们学习和坚持学习的动力。
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引用次数: 0
Parallel Enrollments: Associations Between College Student Satisfaction and Performance 平行注册:大学生满意度与成绩之间的关系
Pub Date : 2024-02-13 DOI: 10.1177/15210251241232683
Alexander Karl Ferdinand Loder, Amani Colleen Brandweiner, Guilherme Maia de Oliveira Wood
Austria is a country without college tuition fees, also allowing students to enroll in an unlimited number of programs simultaneously. Based on minimum ECTS requirements to keep enrollments valid, student performance is central. This study explores associations between student satisfaction and performance in the setting of parallel enrollments. Two hundred and thirteen students filled in a questionnaire, merging answers with performance parameters from the university's database. Multivariate regression analyses with performance as outcome and satisfaction measures as predictors were conducted on the levels: (1) unfiltered dataset, (2) one enrollment, and (3) 2 + enrollments. Performance satisfaction explained variance of grade point average and the number of failed exams on levels 1 and 2. Course satisfaction and the wish to continue studying were strongly associated with grade point average in nonprioritized programs of students with more than one enrollment. University systems worldwide could benefit from parallel programs, possibly preventing immediate dropout of unsatisfied students.
奥地利是一个不收大学学费的国家,也允许学生同时报读不限数量的课程。根据保持注册有效的最低 ECTS 要求,学生的成绩至关重要。本研究探讨了平行招生环境下学生满意度与学习成绩之间的关系。213 名学生填写了调查问卷,并将答案与大学数据库中的成绩参数进行了合并。以成绩为结果,以满意度为预测因素的多元回归分析在以下三个层面进行:(1) 未经过滤的数据集,(2) 一个注册学生,(3) 2 + 注册学生。成绩满意度解释了平均学分绩点和第 1 和第 2 层次考试不及格次数的差异。课程满意度和继续学习的意愿与一次以上注册的非优先项目学生的平均学分绩点密切相关。全世界的大学系统都可以从平行课程中受益,从而避免不满意的学生立即辍学。
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引用次数: 0
Parallel Enrollments: Associations Between College Student Satisfaction and Performance 平行注册:大学生满意度与成绩之间的关系
Pub Date : 2024-02-13 DOI: 10.1177/15210251241232683
Alexander Karl Ferdinand Loder, Amani Colleen Brandweiner, Guilherme Maia de Oliveira Wood
Austria is a country without college tuition fees, also allowing students to enroll in an unlimited number of programs simultaneously. Based on minimum ECTS requirements to keep enrollments valid, student performance is central. This study explores associations between student satisfaction and performance in the setting of parallel enrollments. Two hundred and thirteen students filled in a questionnaire, merging answers with performance parameters from the university's database. Multivariate regression analyses with performance as outcome and satisfaction measures as predictors were conducted on the levels: (1) unfiltered dataset, (2) one enrollment, and (3) 2 + enrollments. Performance satisfaction explained variance of grade point average and the number of failed exams on levels 1 and 2. Course satisfaction and the wish to continue studying were strongly associated with grade point average in nonprioritized programs of students with more than one enrollment. University systems worldwide could benefit from parallel programs, possibly preventing immediate dropout of unsatisfied students.
奥地利是一个不收大学学费的国家,也允许学生同时报读不限数量的课程。根据保持注册有效的最低 ECTS 要求,学生的成绩至关重要。本研究探讨了平行招生环境下学生满意度与学习成绩之间的关系。213 名学生填写了调查问卷,并将答案与大学数据库中的成绩参数进行了合并。以成绩为结果,以满意度为预测因素的多元回归分析在以下三个层面进行:(1) 未经过滤的数据集,(2) 一个注册学生,(3) 2 + 注册学生。成绩满意度解释了平均学分绩点和第 1 和第 2 层次考试不及格次数的差异。课程满意度和继续学习的意愿与一次以上注册的非优先项目学生的平均学分绩点密切相关。全世界的大学系统都可以从平行课程中受益,从而避免不满意的学生立即辍学。
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引用次数: 0
Pathways to Success, or Unfulfilled Dreams? An Examination of Pathway-Based Disparities in Graduation Rates 通往成功的道路,还是无法实现的梦想?基于路径的毕业率差异研究
Pub Date : 2024-02-08 DOI: 10.1177/15210251231220869
Roger Pizarro Milian, Dylan Reynolds, Naleni Jacob, Firrisaa Abdulkarim, Gillian Parekh, Robert Brown, David Walters
Research on pathway-based disparities in postsecondary education (PSE) has mounted in recent decades, indicating that nonlinear pathways may hamper students’ academic success. In Ontario, Canada, research on this topic remains largely inconclusive given the historically low quality of available data sources, with researchers commonly relying on small and unrepresentative samples, short observation windows, and a restricted range of academic and demographic controls. Through this study we reexamine pathway-based disparities in graduation rates using a custom administrative linkage that constitutes the best available evidence to study this topic in the province of Ontario. Our statistical analyses confirm the existence of a statistically significant relationship between the PSE pathways traveled by students and their odds of graduation, particularly among community college-to-university transfers. We conclude by considering the implications of these findings for both policymakers and future research in this space in Ontario and comparable jurisdictions.
近几十年来,有关中学后教育(PSE)中基于路径的差异的研究不断增加,表明非线性路径可能会阻碍学生的学业成功。在加拿大安大略省,由于可用数据源的质量历来较低,研究人员通常依赖于小规模且不具代表性的样本、较短的观察窗口以及有限的学术和人口控制范围,因此有关该主题的研究在很大程度上仍未得出结论。通过这项研究,我们利用定制的行政联系重新审视了基于路径的毕业率差异,该行政联系是安大略省研究该主题的最佳可用证据。我们的统计分析证实,学生的 PSE 途径与他们的毕业几率之间存在着统计学上的显著关系,尤其是在社区学院转入大学的学生中。最后,我们探讨了这些研究结果对安大略省及类似辖区的政策制定者和未来研究的影响。
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引用次数: 0
Pathways to Success, or Unfulfilled Dreams? An Examination of Pathway-Based Disparities in Graduation Rates 通往成功的道路,还是无法实现的梦想?基于路径的毕业率差异研究
Pub Date : 2024-02-08 DOI: 10.1177/15210251231220869
Roger Pizarro Milian, Dylan Reynolds, Naleni Jacob, Firrisaa Abdulkarim, Gillian Parekh, Robert Brown, David Walters
Research on pathway-based disparities in postsecondary education (PSE) has mounted in recent decades, indicating that nonlinear pathways may hamper students’ academic success. In Ontario, Canada, research on this topic remains largely inconclusive given the historically low quality of available data sources, with researchers commonly relying on small and unrepresentative samples, short observation windows, and a restricted range of academic and demographic controls. Through this study we reexamine pathway-based disparities in graduation rates using a custom administrative linkage that constitutes the best available evidence to study this topic in the province of Ontario. Our statistical analyses confirm the existence of a statistically significant relationship between the PSE pathways traveled by students and their odds of graduation, particularly among community college-to-university transfers. We conclude by considering the implications of these findings for both policymakers and future research in this space in Ontario and comparable jurisdictions.
近几十年来,有关中学后教育(PSE)中基于路径的差异的研究不断增加,表明非线性路径可能会阻碍学生的学业成功。在加拿大安大略省,由于可用数据源的质量历来较低,研究人员通常依赖于小规模且不具代表性的样本、较短的观察窗口以及有限的学术和人口控制范围,因此有关该主题的研究在很大程度上仍未得出结论。通过这项研究,我们利用定制的行政联系重新审视了基于路径的毕业率差异,该行政联系是安大略省研究该主题的最佳可用证据。我们的统计分析证实,学生的 PSE 途径与他们的毕业几率之间存在着统计学上的显著关系,尤其是在社区学院转入大学的学生中。最后,我们探讨了这些研究结果对安大略省及类似辖区的政策制定者和未来研究的影响。
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引用次数: 0
Gleaning into the Aspirational-Pursuit Gap of GEAR UP Students 窥探 GEAR UP 学生理想与追求之间的差距
Pub Date : 2024-01-22 DOI: 10.1177/15210251231226133
Jafeth E. Sanchez, Anne N. Mutiga
The purpose of this study was to conduct a quantitative, exploratory analysis of key variables at transition grade levels (i.e., 7th, 9th, 12th) toward retention and completion in postsecondary education among Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) students. The exploration included variables that were retrieved from existing data on 65 students from one of the state's GEAR UP subawards in order to conduct correlations, t-tests, sign tests, and binomial regression to explore the variables across the transition years in relation to GEAR UP participation and postsecondary outcomes. Students represented by the data were GEAR UP participants since their 7th-grade year, having engaged in twice monthly peer-mentoring and summer programming activities within a university partnership. Importantly, most students were of Latinx heritage backgrounds, and the majority enrolled in postsecondary education; notably, the 4-year postsecondary completion rate was 84%. A discussion and conclusion of this exploratory analysis are provided.
本研究的目的是对 "为本科生做好早期认识和准备计划"(GEAR UP)学生在过渡年级(即七年级、九年级和十二年级)保留和完成中学后教育的关键变量进行定量探索性分析。探索包括从该州 GEAR UP 子基金中 65 名学生的现有数据中获取的变量,以便进行相关性、t 检验、符号检验和二项回归,从而探索各过渡年的变量与 GEAR UP 参与情况和中学后教育结果的关系。这些数据所代表的学生从七年级开始就参加了 GEAR UP,每月两次参加大学合作项目中的同伴指导和暑期计划活动。重要的是,大多数学生都有拉丁裔传统背景,而且大多数学生都接受了中学后教育;值得注意的是,4 年中学后教育完成率为 84%。本文对这一探索性分析进行了讨论并给出了结论。
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引用次数: 0
The Impact of Adverse Childhood Experiences on College Student Stress and Well-being 童年不良经历对大学生压力和幸福感的影响
Pub Date : 2024-01-09 DOI: 10.1177/15210251231225415
Jennifer W. Underwood, Abigail H. Conley, J. M. Waters
This quantitative study explored the relationship between adverse childhood experiences (ACEs) and college student stress and well-being, including the impacts of gender identity and sexual orientation. Participants were undergraduate students ( n = 760) who answered survey questions related to stress, well-being, and ACEs as part of a larger campus climate survey. Researchers found that number of ACEs and gender identity/sexual orientation were independently associated with stress. Having more ACEs was significantly associated with higher stress scores. LGBTQ + participants had the highest stress scores, followed by cisgender heterosexual women and cisgender heterosexual men. Well-being was not significantly associated with ACEs or gender identity/sexual orientation. Results of the study have implications for college student retention. The high prevalence of ACEs and stress indicates the need for services that help students manage stress and increase well-being to improve their ability to persist and succeed in college.
这项定量研究探讨了童年不良经历(ACE)与大学生压力和幸福感之间的关系,包括性别认同和性取向的影响。参与者为本科生(n = 760),他们回答了与压力、幸福感和 ACE 相关的调查问题,这些问题是更大规模校园环境调查的一部分。研究人员发现,ACEs 的数量和性别认同/性取向与压力有独立的联系。ACE越多,压力得分越高。LGBTQ + 参与者的压力得分最高,其次是同性异性恋女性和同性异性恋男性。幸福感与 ACE 或性别认同/性取向没有明显关系。研究结果对大学生的保留率有一定的影响。ACEs 和压力的高发生率表明,有必要为学生提供服务,帮助他们管理压力和提高幸福感,以提高他们在大学坚持下去并取得成功的能力。
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引用次数: 0
Variations in Trauma Exposure, Minority Status, and Considerations in Course Reduction in Mississippi University System 密西西比大学系统中的创伤暴露差异、少数族裔状况以及减少课程的考虑因素
Pub Date : 2023-12-21 DOI: 10.1177/15210251231216345
Rachel K. Carpenter, Nicholas W. McAfee, Julie A. Schumacher
Although college enrollment remains steady, rates of course reduction continue to rise. Most attrition research has focused on individual's precollege characteristics, but recent evidence shows that potentially traumatic events (PTEs) and/or mental health conditions are linked to college dropout. Although, little research has explored how the number of specific types of trauma exposures affects college retention. The present study examined how these types of traumatic exposures, mental health symptoms, and minority and employment status differentially relate to mental health and academic outcomes in Mississippi university samples ( N = 1,831). Those who endorsed multiple PTE exposures showed the highest likelihood of considering reducing course load. Further, students with any PTE, and who also reported mental health symptoms, were within certain minority groups, and faced higher employment burdens were at a greater likelihood of considering course reduction. Recommendations include implementing evidence-based treatment protocols, utilizing trauma-informed programming, and reducing minority prejudice.
尽管大学入学率保持稳定,但减课率却持续上升。大多数辍学研究都集中在个人上大学前的特征上,但最近的证据显示,潜在创伤事件(PTEs)和/或心理健康状况与大学辍学有关。不过,很少有研究探讨特定类型的创伤暴露数量如何影响大学保留率。本研究考察了密西西比大学样本(1,831 人)中这些类型的创伤暴露、心理健康症状、少数民族和就业状况与心理健康和学业成绩的不同关系。认可多次 PTE 暴露的学生考虑减少课程负担的可能性最大。此外,有任何 PTE 的学生,同时报告有心理健康症状的学生,属于少数群体的学生,以及面临较高就业负担的学生,考虑减少课程的可能性更大。建议包括实施以证据为基础的治疗方案、利用以创伤为导向的计划以及减少对少数群体的偏见。
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引用次数: 0
“Open Our Hearts and Minds to Say I Belong Here”: Undergraduate Preservice Teachers’ Transfer Experiences "敞开心扉,说我属于这里":本科在职教师的转学经历
Pub Date : 2023-12-21 DOI: 10.1177/15210251231222202
Emily K. Suh, Blanca Estevez Posadas, Hana Fuller, Monica Cruz, Judith Andrade
Examining transfer students’ sense of belonging and perceptions of community in the context of their journey toward becoming teachers highlights the challenges and opportunities they encounter during this academic transition. Through the use of thematic analysis, this study analyzed the dynamics of building a sense of belonging among 14 preservice teachers of color as they transferred into a large four-year Hispanic Serving Institution. Through a Transfer-Receptive Culture lens, the study finds that students placed limited significance on their racial identities but described other factors as more impactful on their sense of belonging. The study argues for foregrounding students’ intersectional identities, including race, to enhance their overall academic success, enable them to create meaningful connections with peers and equip them with the necessary skills to excel in their future roles as teachers.
研究转校生在成为教师的过程中对社区的归属感和认知,凸显了他们在这一学术转型过程中遇到的挑战和机遇。本研究通过使用主题分析法,分析了 14 名有色人种职前教师在转入一所大型四年制西语裔服务机构时建立归属感的动态过程。通过 "转学文化 "视角,研究发现,学生对其种族身份的重视程度有限,但其他因素对其归属感的影响更大。研究认为,应重视学生的交叉身份,包括种族身份,以提高他们的整体学业成功率,使他们能够与同伴建立有意义的联系,并使他们具备必要的技能,在未来的教师岗位上取得优异成绩。
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引用次数: 0
期刊
Journal of College Student Retention: Research, Theory & Practice
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