Impacts of Curriculum, College, and Vocational Training on Educational Outcomes
Paper Session
Sunday, Jan. 8, 2023 8:00 AM - 10:00 AM (CST)
- Chair: Francisca Antman, University of Colorado Boulder
Major Complexity Index and College Skill Production
Abstract
We propose an easily computable measure called the Major Complexity Index (MCI) that captures the latent skills taught in different majors. By applying the Method of Reflections to the major-to-occupation network, we construct a scalar measure of the relative complexity of majors. Our measure provides strong explanatory power of major average earnings and employment. Further evidence suggests that the MCI is strongly associated with advanced skills such as quantitative problem-solving, and the use of computing technology. We also provide a two-stage algorithm to partial out selection on observables which opens up possibilities of applying the complexity measure in various contexts.Vocational Education Training and Entrepreneurship
Abstract
How does vocational education affect entrepreneurship? The paper investigates the role of vocational education in the decision to become an entrepreneur over the life cycle. Vocational education allows students to get experience from industry professionals and a deep understanding of how a business works. Previous literature shows that completing vocational education significantly enhances the chances of running a business (Arum and Muller (2004)). Little is known about how cognitive and non-cognitive skills and vocational education shape transitions into self-employment. We examine the role of vocational education and individual skills in the decision to become an entrepreneur using the Transitions from Education to Employment (TREE) survey data. TREE data is a longitudinal study of students who had completed their lower secondary schooling and participated in the OECD Programme for International Student Assessment (the PISA survey) in 2000. We develop a dynamic Roy model in which a decision to become an entrepreneur depends on a type of education, non-pecuniary benefits of entrepreneurship, career-specific entry costs, a prior work experience, cognitive and non-cognitive skills, and other labor market opportunities (salaried employment and non-employment). By estimating a model of the labor market and education decisions, we find that one year of vocational education track increases the chances of becoming an entrepreneur on average by 7.1%, and the role of VET is the highest among other types of education (tertiary, upper-secondary or high school). The impact of vocational education on individuals' labor market decisions is heterogeneous based on the agent's skills (low and high types of abilities), and the effect is higher for high-ability individuals. Higher results in math and science tests are associated with a higher likelihood of becoming an entrepreneur. Still, at the same time, higher results on the reading test are not increasing the likelihood of becoming self-employed.Effects of Group Work on Attitudes, Trust, and Performance
Abstract
Given the critical role that groups play in many educational settings, it is crucial to understand how students form their attitudes towards group work. Using an in-class field experiment, we study how being in a team affects attitudes towards group work, trust, and performance. We randomly assign students to complete quizzes alone or in a group, and find that (i) taking quizzes in teams leads to more positive attitudes towards group work and higher levels of trust (ii) students perform better on quizzes if they work in groups (iii) working in groups does not significantly help or hinder performance on subsequent individual exams. The positive impact of group quizzes on performance is particularly pronounced for below median students who are matched with above median students. Our results suggest that there are benefits to placing students in randomly assigned teams.Discussant(s)
Bryce Millet Steinberg
,
Brown University
Laura Ahlstrom
,
Oklahoma State University
Celeste K. Carruthers
,
University of Tennessee
Tisha Emerson
,
Baylor University
JEL Classifications
- I2 - Education and Research Institutions