Sustainable Education: Analyzing the Determinants of University Student Dropout by Nonlinear Panel Data Models

University dropout is a serious problem. It affects not only the individual who drops out but also the university and society. However, most previous studies have focused only on the subjective/individual level. University dropout is a very important issue in South Korea, but it has not received much research attention so far. This study examined the possible causes of university dropout in South Korea at the aggregate level, focusing on four fundamental categories: students, resources, faculty, and university characteristics. Three-year balanced panel data from 2013 to 2015 were constructed and estimated by using nonlinear panel data models. The findings show that cost and burden for students, financial resources, qualitative and quantitative features of faculty, and type/size of the university have significant effects on university dropout.

[1]  Robert B. Pittman,et al.  Influence of High School Size on Dropout Rate , 1987 .

[2]  J. Arendt The effect of public financial aid on dropout from and completion of university education: evidence from a student grant reform , 2013 .

[3]  Ernest T. Pascarella,et al.  Interactive Influences in Spady and Tinto's Conceptual Models of College Attrition. , 1979 .

[4]  John P. Bean Interaction Effects Based on Class Level in an Explanatory Model of College Student Dropout Syndrome , 1985 .

[5]  C. Panagiotakopoulos,et al.  A Comparative Study of Dropout Rates and Causes for Two Different Distance Education Courses. , 2004 .

[6]  Michael Lovenheim,et al.  Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources. , 2009, American economic journal. Applied economics.

[7]  Y. L. Jack Lam PREDICTING DROPOUTS OF UNIVERSITY FRESHMEN: A LOGIT REGRESSION ANALYSIS , 1984 .

[8]  Carl Simpson Conventional Failures Land Unconventional Dropouts: Comparing Different Types of University Withdrawals. , 1980 .

[9]  Leo Fulvio Minervini,et al.  University dropouts in Italy: Are supply side characteristics part of the problem? , 2016 .

[10]  Vincent Tinto Dropout from Higher Education: A Theoretical Synthesis of Recent Research , 1975 .

[11]  Giorgio Di Pietro,et al.  Regional labour market conditions and university dropout rates: evidence from Italy , 2006 .

[12]  Paul B. Duby,et al.  A Test and Reconceptualization of a Theoretical Model of College Withdrawal in a Commuter Institution Setting. , 1983 .

[13]  Z. Griliches,et al.  Econometric Models for Count Data with an Application to the Patents-R&D Relationship , 1984 .

[14]  Carmen Aina,et al.  Parental background and university dropout in Italy , 2013 .

[15]  Stephen L. DesJardins,et al.  A Longitudinal Investigation of Dropout from College in the United States , 2002 .

[16]  William G. Spady,et al.  Dropouts from higher education: Toward an empirical model , 1971 .