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新冠疫情期间学生对重返高校的偏好:一项离散选择实验

Students' preferences for returning to colleges and universities during the COVID-19 pandemic: A discrete choice experiment.

作者信息

Steimle Lauren N, Sun Yuming, Johnson Lauren, Besedeš Tibor, Mokhtarian Patricia, Nazzal Dima

机构信息

H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, United States.

School of Economics, Georgia Institute of Technology, United States.

出版信息

Socioecon Plann Sci. 2022 Aug;82:101266. doi: 10.1016/j.seps.2022.101266. Epub 2022 Feb 25.

Abstract

IMPORTANCE

When an emerging infectious disease outbreak occurs, such as COVID-19, institutions of higher education (IHEs) must weigh decisions about how to operate their campuses. These decisions entail whether campuses should remain open, how courses should be delivered (in-person, online, or a mixture of the two), and what safety plans should be enacted for those on campus. These issues have weighed heavily on campus administrators during the on-going COVID-19 pandemic. However, there is still limited knowledge about how such decisions affect students' enrollment decisions and campus safety in practice when considering compliance.

OBJECTIVES

To assess 1) students' willingness to comply with health protocols and contrast their perception of their classmates' compliance, 2) whether students prefer in-person or online learning during a pandemic, and 3) the importance weights of different aspects of campus operations (i.e., modes of course delivery and safety plans) for students when they decide to enroll or defer.

DESIGN SETTING AND PARTICIPANTS

An internet-based survey of college students took place from June 25, 2020 to July 10, 2020. Participants included 398 industrial engineering students at the Georgia Institute of Technology, a medium-size public university in Atlanta, Georgia. The survey included a discrete choice experiment with questions that asked students to choose whether to enroll or defer when presented with hypothetical scenarios related to Fall 2020 modes of course delivery and aspects of campus safety. The survey also asked students about expected compliance with health protocols, whether they preferred in-person or online courses, and sociodemographic information.

MAIN OUTCOMES AND MEASURES

We examine students' willingness to comply with potential health protocols. We estimated logistic regression models to infer significant factors that lead to a student's choice between in-person and online learning. Additionally, we estimated discrete choice models to infer the importance of different modes of course delivery and safety measures to students when deciding to enroll or defer.

RESULTS

The survey response rate was 20.8%. A latent class model showed three classes of students: those who were "low-concern" (comprising a 29% expected share of the sample), those who were "moderate-concern" (54%) and those who were "high-concern" (17%). We found that scenarios that offered an on-campus experience with large classes delivered online and small classes delivered in-person, strict safety protocols in terms of mask-wearing, testing, and residence halls, and lenient safety protocols in terms of social gatherings were broadly the scenarios with the highest expected enrollment probabilities. The decision to enroll or defer for all students was largely determined by the mode of delivery for courses and the safety measures on campus around COVID-19 testing and mask-wearing. A logistic regression model showed that a higher perceived risk of infection of COVID-19, a more suitable home environment, being older, and being less risk-seeking were significant factors for a person to choose online learning. Students stated for themselves and their classmates that they would comply with some but not all health protocols against COVID-19, especially those limiting social gatherings.

CONCLUSIONS AND RELEVANCE

The majority of students indicated a preference to enroll during the COVID-19 pandemic so long as sufficient safety measures were put in place and all classes were not entirely in-person. As IHEs consider different options for campus operations during pandemics, they should consider the heterogeneous preferences among their students. Offering flexibility in course modes may be a way to appeal to many students who vary in terms of their concern about the pandemic. At the same time, since students overall preferred some safety measures placed around mask-wearing and COVID-19 testing on campus, IHEs may want to recommend or require wearing masks and doing some surveillance tests for all students, faculty, and staff. Students were expecting themselves and their fellow classmates to comply with some but not all health protocols, which may help IHEs identify protocols that need more education and awareness, like limits on social gatherings and the practice of social distancing at social gatherings.

摘要

重要性

当出现新型传染病疫情时,如2019冠状病毒病(COVID - 19),高等教育机构(IHEs)必须权衡如何运营其校园的决策。这些决策涉及校园是否应保持开放、课程应如何授课(面授、在线或两者混合)以及应为校园内人员制定何种安全计划。在持续的COVID - 19大流行期间,这些问题给校园管理人员带来了沉重负担。然而,在考虑合规性时,对于此类决策如何实际影响学生的入学决策和校园安全,目前仍知之甚少。

目标

评估1)学生遵守健康协议的意愿,并对比他们对同学遵守情况的看法;2)在大流行期间学生更喜欢面授还是在线学习;3)校园运营的不同方面(即课程授课模式和安全计划)在学生决定入学或延期时对他们的重要性权重。

设计、背景和参与者:2020年6月25日至2020年7月10日对大学生进行了一项基于互联网的调查。参与者包括佐治亚理工学院的398名工业工程专业学生,该校位于佐治亚州亚特兰大,是一所中型公立大学。该调查包括一个离散选择实验,其中的问题要求学生在面对与2020年秋季课程授课模式和校园安全方面相关的假设情景时,选择入学还是延期。调查还询问了学生对健康协议的预期遵守情况、他们更喜欢面授课程还是在线课程以及社会人口统计学信息。

主要结果和衡量指标

我们研究了学生遵守潜在健康协议的意愿。我们估计了逻辑回归模型,以推断导致学生在面授和在线学习之间做出选择的显著因素。此外,我们估计了离散选择模型,以推断在决定入学或延期时,不同课程授课模式和安全措施对学生的重要性。

结果

调查回复率为20.8%。一个潜在类别模型显示出三类学生:“低关注度”学生(预计占样本的29%)、“中等关注度”学生(54%)和“高关注度”学生(17%)。我们发现,提供如下情景的情况下,预计入学概率普遍最高:在线授课的大班和面授的小班相结合的校内体验、在戴口罩、检测和宿舍方面严格的安全协议,以及在社交聚会方面宽松的安全协议。所有学生决定入学或延期在很大程度上取决于课程的授课模式以及校园围绕COVID - 19检测和戴口罩的安全措施。一个逻辑回归模型显示,较高的COVID - 19感染感知风险、更合适的家庭环境、年龄较大以及风险偏好较低是人们选择在线学习的显著因素。学生表示自己和同学会遵守一些但并非全部针对COVID - 19的健康协议,尤其是那些限制社交聚会的协议。

结论及相关性

大多数学生表示,只要采取了足够的安全措施且并非所有课程都完全是面授,他们倾向于在COVID - 19大流行期间入学。当高等教育机构在大流行期间考虑校园运营的不同选项时,应考虑学生之间的异质偏好。提供课程模式的灵活性可能是吸引许多对大流行担忧程度不同的学生的一种方式。同时,由于学生总体上更喜欢校园内围绕戴口罩和COVID - 19检测采取的一些安全措施,高等教育机构可能希望建议或要求所有学生、教师和工作人员佩戴口罩并进行一些监测检测。学生期望自己和同学遵守一些但并非所有健康协议,这可能有助于高等教育机构识别那些需要更多教育和宣传的协议,如对社交聚会的限制以及在社交聚会中保持社交距离的做法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/404e/8875867/96fce06c2bba/gr1_lrg.jpg

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