Research Monograph Field-of-Study Choice in Higher Education and the Role of Government December 31, 2018
Series No. 2018-01
December 31, 2018
- Summary
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This study empirically investigates the roles of various frictions in the field-of-study choice in higher education, and the implications on current educational policies. On the supply side, institutional constraints may distort the required adjustment of educational supply across majors within universities. And, on the demand side, informational frictions on market returns and own comparative advantage may distort students’ application decisions. The current matching mechanism for college admissions which clears the market may cause additional inefficiency.
The empirical investigation yields the following findings: the government control of university-level enrollment quotas in Seoul and the vicinity slows the adjustment of major-specific enrollment quotas within those universities; lifetime earnings significantly differ across majors, and the enrollment quotas for special majors such as health and education play a key role in the differences; the timing of field-of-study decision can alter the field-of-study at graduation; a significant proportion of college freshmen want to change their college and major, mainly due to bad luck in college admissions and partly due to incomplete information on their comparative advantage; and finally, while the expected earnings by college freshmen are close to the actual earnings of past graduates, the accuracy of the prediction is highly heterogeneous by student characteristics.
After reviewing existing educational institutions and policies, this study make suggestions to promote field choice in the direction of improving social welfare.
- Contents
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Preface
Executive Summary
Chapter 1 Introduction
Part 1 Current Status and Issues
Chapter 2 Mismatch Between University Majors and Occupations: International Comparison
Section 1 Major-Occupation Mismatch
Section 2 Definition of Mismatch
Section 3 Data-Based Mismatch Analysis
Chapter 3 Current Status and Issues in Korean Higher Education
Section 1 Admissions
Section 2 Graduation
Section 3 Conclusion
Part 2 Constraints on Educational Supply
Chapter 4 Aggregate Quota Regulation and Major-Specific Quota Allocation Issues
Section 1 Problem Statement
Section 2 Aggregate Quota Regulation for Private Universities in the Seoul Metropolitan Area
Section 3 Data
Section 4 Econometric Model
Section 5 Estimation Results
Section 6 Robustness Checks
Section 7 Additional Discussion: Differences by Major
Section 8 Conclusion
Chapter 5 Differences in Lifetime Earnings by Major
Section 1 Lifetime Earnings by Major and Field-of-Study Choice
Section 2 Literature Review
Section 3 Data
Section 4 Estimation Model
Section 5 Estimation Results
Section 6 Discussion: Major-Specific Quota Regulation
Chapter 6 Timing of Major Selection in Higher Education
Section 1 Problem Statement
Section 2 Literature Review
Section 3 Institutional Background: Broad and Specialized Admissions
Section 4 Data
Section 5 Econometric Model: Difference-in-Differences Regression
Section 6 Estimation Results
Section 7 Robustness Verification
Section 8 Conclusion
Part 3 Constraints on Educational Demand
Chapter 7 Survey of University Freshmen: The Process of Choosing a Major
Section 1 Introduction: Major Selection Process
Section 2 Survey Overview
Section 3 Survey Results (1): High School Education Experience and Major Choice
Section 4 Survey Results (2): University Admissions
Section 5 Survey Results (3): Current College Life and Future Plans
Chapter 8 In-Depth Analysis of the Freshmen Survey
Section 1 Subjective Probability of Changing University or Major
Section 2 Mismatch Induced by Current Educational Curriculum and Admissions System
Section 3 Students’ Employment Expectations
Part 4 Current Educational Policies and Improvement Directions
Chapter 9 Current Educational Policies and Suggested Improvements
Section 1 Supply-Side Policies
Section 2 Demand-Side Policies
Section 3 Conclusion
References
Appendix
ABSTRACT
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