让他们回来:使用隐性类分析重新参与大学停学
Cassandra Lynn West1, Qi Chen2, Nduka Boika2
1Data, Analytics, and Institutional Research, University of North Texas, Denton, TX, United States.
Frontiers in psychology
|February 13, 2024
概括
许多大学生没有毕业. 这项研究使用隐性类分析 (LCA) 来识别停学学生的子组,揭示了针对性干预的关键学术和财务因素.
科学领域:
- 高等教育研究 高等教育研究
- 教育心理学教育心理学
- 教育社会学教育的社会学
背景情况:
- *超过50%的进入大学的学生没有完成学位或证书.
- *诸如低社会经济地位 (SES),第一代,学业成绩和经济困难等因素阻碍了学位完成.
- *停留可能表明障碍,而不是缺乏对教育的兴趣.
研究的目的:
- * 通过以人为中心的统计方法,探索在毕业前停学的大学高级生子组.
- *根据人口,学术和财务变量来识别学生的不同隐性类别.
- *为机构战略提供信息,以重新吸引学生并有效地分配资源.
主要方法:
- * 隐性类分析 (LCA) 应用于停止学习的学生的数据集.
- * 分析使用了人口统计,学术和财务变量.
- * 一个六类模型被认为是最适合数据的.
主要成果:
- * 隐性班级分析确定了六个不同的分组的学生停止了.
- *学术和财务变量是这些潜在类别的重要决定因素.
- * 调查结果突出了面临学位完成障碍的学生的具体情况.
结论:
- *通过LCA识别学生子组可以帮助机构制定有针对性的干预措施.
- *了解停课的关键学术和财务驱动因素对于留学生至关重要.
- *以人为中心的方法可以改善重新参与的策略,并优化资源配置,以实现学生的成功.
更多相关视频
06:52Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
6.3K
10:43Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
Published on: June 10, 2021
5.3K
相关概念视频
Longitudinal Research
12.0K
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
12.0K
Longitudinal Studies
161
Longitudinal studies are also widely used in other medical and social science fields. For instance, in cardiovascular research, they can monitor patients' health over decades to identify risk factors for heart disease, such as high cholesterol or smoking, and evaluate the long-term effectiveness of preventive measures. Similarly, in mental health studies, researchers might follow individuals from adolescence into adulthood to understand the development and progression of conditions like...
161
Reliability and Validity
12.7K
Reliability and validity are two important considerations that must be made with any type of data collection. Reliability refers to the ability to consistently produce a given result. In the context of psychological research, this would mean that any instruments or tools used to collect data do so in consistent, reproducible ways.
12.7K
Observational Studies
8.6K
Observational studies are a type of analytical study where researchers observe events without any interventions. In other words, the researcher does not influence the response variable or the experiment's outcome.
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
8.6K
Strategies for Assessing and Addressing Confounding
100
Confounding is a critical issue in epidemiological studies, often leading to misleading conclusions about associations between exposures and outcomes. It occurs when the relationship between the exposure and the outcome is mixed with the effects of other factors that influence the outcome. Given that, addressing confounding is of high importance for drawing accurate inferences in research.
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
100
Case Studies
11.7K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.7K
