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Kamdjou, Herve D. Teguim – Open Education Studies, 2023
This article revisits the Mincer earnings function and presents comparable estimates of the average monetary returns associated with an additional year of education across different regions worldwide. In contrast to the traditional Ordinary Least Squares (OLS) method commonly employed in the literature, this study applied a cutting-edge approach…
Descriptors: Outcomes of Education, Artificial Intelligence, Human Capital, Regression (Statistics)
Kaushal, Neeraj; Lanati, Mauro – National Bureau of Economic Research, 2019
Recent years have seen an unprecedented growth and geographic dispersion in international student mobility. In this paper, we empirically test the predictions of two competing theoretical models underpinning the determinants of student mobility -- the human capital model and the migration model -- across traditional and emerging destinations. Our…
Descriptors: Student Mobility, Foreign Students, Human Capital, Migration
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Chen, Yu April; Li, Ran; Hagedorn, Linda Serra – Journal of International Students, 2019
This study developed statistical models to forecast international undergraduate student enrollment at a Midwest university. The authors constructed a Seasonal Autoregressive Integrated Moving Average model with input variables to estimate future enrollment. This model reflected enrollment patterns by semester through highlighting seasonality.…
Descriptors: Undergraduate Students, Foreign Students, Enrollment Projections, Models
Hampole, Menaka – ProQuest LLC, 2023
Chapter 1 investigates asks the question how do financial frictions affect the type of human capital investments that students make in college? To study this question, I build a novel dataset covering more than 700,000 U.S. students, merging commencement records with address histories, credit bureau records, and professional resumes. I document…
Descriptors: Money Management, Educational Finance, Student Financial Aid, Human Capital
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Baker, Ryan S. – International Journal of Artificial Intelligence in Education, 2016
The initial vision for intelligent tutoring systems involved powerful, multi-faceted systems that would leverage rich models of students and pedagogies to create complex learning interactions. But the intelligent tutoring systems used at scale today are much simpler. In this article, I present hypotheses on the factors underlying this development,…
Descriptors: Artificial Intelligence, Intelligent Tutoring Systems, Hypothesis Testing, Data Collection
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Savolainen, Jukka; Mason, W. Alex; Lyyra, Anna-Liisa; Pulkkinen, Lea; Kokko, Katja – Developmental Psychology, 2017
Nordic welfare states have been very successful at reducing poverty and inequality among their citizens. However, the presence of a strong social safety net in these countries has not solved the problem of "socioeconomic exclusion", manifesting in such outcomes as chronic unemployment and welfare dependency. In an effort to understand…
Descriptors: Human Capital, Longitudinal Studies, Socioeconomic Status, Structural Equation Models
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Cornacchione, Edgard; Daugherty, Jenny L. – New Horizons in Adult Education & Human Resource Development, 2013
The purpose of this study was to explore opportunity costs of postsecondary education in the U.S. in the past three decades (1975-2005), as a measure to support investment decisions at national levels and as experienced by individuals deciding on pursuing further education. Based on human capital theory and inspired by a set of studies aiming at…
Descriptors: Human Capital, Human Resources, Labor Force Development, Models
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Griffith, Andrew S. – Journal of Continuing Higher Education, 2011
This article documents a model for forecasting earnings of the nontraditional student based on macrolevel changes in educational attainment within the workforce using data from the U.S. Census Bureau. It also presents a theoretical case that illustrates the value of improving one's educational attainment level in order to sustain an annualized…
Descriptors: Nontraditional Students, Educational Attainment, Educational Change, Census Figures
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Hwang, Sean-Shong; Xi, Juan – Social Forces, 2008
This study evaluates the empirical merits of a multilevel model of English language proficiency among immigrants. The model represents a synthesis of Blau's theory of intergroup relations and the human capital model. Hypotheses derived from the model were tested using multilevel ordinal logistic analysis with individual and aggregate data from…
Descriptors: Human Capital, Intergroup Relations, Immigrants, English (Second Language)
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Mroz, Thomas A.; Savage, Timothy H. – Journal of Human Resources, 2006
Using NLSY data, we examine the long-term effects of youth unemployment on later labor market outcomes. Involuntary unemployment may yield suboptimal investments in human capital in the short run. A theoretical model of dynamic human capital investment predicts a rational "catch-up" response. Using semiparametric techniques to control for the…
Descriptors: Unemployment, Youth, Labor Market, Human Capital
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Cebi, Merve – Journal of Human Resources, 2007
This paper examines the effect of teenagers' outlooks--specified as their locus of control--on educational attainment and labor market outcomes. I replicate the study of Coleman and DeLeire (2003) and test the predictions of their theoretical model using a different data set--National Longitudinal Survey of Youth (NLSY). The findings fail to…
Descriptors: Locus of Control, Human Capital, Educational Objectives, Outcomes of Education
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Trostel, Philip; Walker, Ian – Education Economics, 2006
This paper examines the relationship between the incentives to work and to invest in human capital through education in a lifecycle optimizing model. These incentives are shown to be mutually reinforcing in a simple stylized model. This theoretical prediction is investigated empirically using three large micro datasets covering a broad range of…
Descriptors: Education Work Relationship, Incentives, Human Capital, Models