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来源类型Working Paper
规范类型报告
DOI10.3386/w22629
来源IDWorking Paper 22629
Thrivers and Divers: Using Non-Academic Measures to Predict College Success and Failure
Graham Beattie; Jean-William P. Laliberté; Philip Oreopoulos
发表日期2016-09-12
出版年2016
语种英语
摘要We collect a comprehensive set of non-academic characteristics for a representative sample of incoming freshman to explore which measures best predict the wide variance in first-year college performance unaccounted for by past grades. We focus our attention on student outliers. Students whose first-year college average is far below expectations (divers) have a high propensity for procrastination – they self-report cramming for exams and wait longer before starting assignments. They are also considerably less conscientious than their peers. Divers are more likely to express superficial goals, hoping to 'get rich' quickly. In contrast, students who exceed expectations (thrivers) express more philanthropic goals, are purpose-driven, and are willing to study more hours per week to obtain the higher GPA they expect. A simple seven-variable average of these key non-academic variables does well in predicting college achievement relative to adding more variables or letting a machine-algorithm choose. Our results, descriptive in nature, warrant further research on the importance of non-linearities for the design and targeting of successful interventions in higher-education.
主题Health, Education, and Welfare ; Education ; Labor Economics ; Labor Supply and Demand
URLhttps://www.nber.org/papers/w22629
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/580302
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Graham Beattie,Jean-William P. Laliberté,Philip Oreopoulos. Thrivers and Divers: Using Non-Academic Measures to Predict College Success and Failure. 2016.
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