We study the choice of acquiring STEM and non-STEM college education using variation induced by the proximity to universities offering different types of programs. We adopt a novel methodology allowing the identification of the distribution of response types and treatment effects in a multiple...

We apply the unordered monotonicity setting of Heckman and Pinto (2018) to estimate the distribution of response types and the counterfactual outcomes associated with the choice of a STEM or non-STEM college. Instrumental variation is induced by the proximity to universities offering STEM and/or...

This paper uses an own built dataset on the history of universities in Italy during 1861-2010 to estimate neighbourhood effects in the local supply of higher education, and incorporate them in a welfare analysis. We implement an instrumental variables approach that exploits initial conditions in...

This paper uses an own built dataset on the history of universities in Italy during 1861-2010 to estimate neighbourhood effects in the local supply of higher education, and incorporate them in a welfare analysis. We implement an instrumental variables approach that exploits initial conditions in...

This paper uses an own built dataset on the history of universities in Italy during 1861-2010 to estimate neighbourhood effects in the local supply of higher education, and incorporate them in a welfare analysis. We implement an instrumental variables approach that exploits initial conditions in...

This paper uses an own built dataset on the history of universities in Italy during 1861-2010 to estimate neighbourhood effects in the local supply of higher education, and incorporate them in a welfare analysis. We implement an instrumental variables approach that exploits initial conditions in...

This paper uses an own built dataset on the history of universities in Italy during 1861-2010 to estimate neighbourhood effects in the local supply of higher education, and incorporate them in a welfare analysis. We implement an instrumental variables approach that exploits initial conditions in...

In this paper we use a representative sample drawn from the "Indagine Statistica sull’Inserimento Professionale dei Laureati" by the Italian National Statistical Institute and data from the Italian Ministry of Education to look at the wage premium of graduates from a regional university (i.e....