University student talent: the real driver for performance?
Abstract
Investigation about the university student performance, and its measurement, are very crucial issues for any policy maker. Since the economic crisis, jobs market requires even higher skills and competences. Literature offers a lot of papers about the university student quality and performance, in order to identify the main determinants of them. Often, results are very different, and they seems to hold just in a specific context. This paper aims to investigate the role of a latent variable that can take into account the student motivation, aptitude, and abilities, here conveniently called talent. A random effect Quantile Regression on a new measure of Italian student performance has been adopted, and results seem to highlight the main role of the talent.
References
Adelfio, G., Boscaino G. and Capursi V.(2014). A new indicator for higher education student performance. Higher Education 68(5) 653--668.
Attanasio, M., Boscaino, G., Capursi, V. and Plaia, A. (2013). May the students career performance helpful in predicting an increase in universities income. 9--16. series in studies in classification, data analysis, and knowledge organization, Switzerland Springer International Publishing: Statistical models for data analysis.
Geraci, M. (2014). Linear quantile mixed models the lqmm package for laplace quantile regression. Journal of Statistical Software 57 (13), 1--29.
Geraci, M. and Bottai, M. (2006). Quantile regression for longitudinal data using the asymmetric laplace distribution. Biostatistics 8 , 140--154.
Grilli, L., Rampichini, C. and Varriale, R. (2013). Predicting students academic performance a challenging issue in statistical modelling.CLEUP: Cladag 2013 Book of abstracts.
Koenker, R. (2004). Quantile regression for longitudinal data. Journal of Multivariate Analysis 91, 74--89.
Koenker, R. (2005). Quantile Regression . Cambridge University Press.
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.