Self-selection into Health Professions

Alessandro Fedele (), Mirco Tonin () and Daniel Wiesen ()
Additional contact information
Alessandro Fedele: Free University of Bozen-Bolzano, Italy
Mirco Tonin: Free University of Bozen-Bolzano, Italy
Daniel Wiesen: University of Cologne, Germany

No BEMPS115, BEMPS - Bozen Economics & Management Paper Series from Faculty of Economics and Management at the Free University of Bozen

Abstract: The health sector requires skilled, altruistic, and motivated individuals to perform complex tasks for which ex-post incentives may prove ineffective. Understanding the determinants of self-selection into health professions is therefore critical. We investigate this issue relying on data from surveys and incentivized dictator games. We compare applicants to medical and healthcare schools in Italy and Austria with non-applicants from the same regions and age cohorts. Drawing on a wide range of individual characteristics, we employ machine learning techniques for variable selection. Our findings show that higher cognitive ability, greater altruism, and the personality trait of conscientiousness are positively associated with the likelihood of applying to medical or nursing school, while neuroticism is negatively associated. Additionally, individuals with a strong identification with societal goals and those with parents working as doctors are more likely to pursue medical education. These results provide evidence of capable, altruistic, and motivated individuals self-selecting into the health sector, a necessary condition for building a high-quality healthcare workforce.

Keywords: Self-selection; Health professions; Altruism; Cognitive ability; Personality traits; Machine learning (Lasso; high-dimensional metrics). (search for similar items in EconPapers)
JEL-codes: I1 J24 J4 (search for similar items in EconPapers)
Pages: [28 pages]
Date: 2025-05
New Economics Papers: this item is included in nep-hea and nep-lma
References: Add references at CitEc
Citations:

Downloads: (external link)
https://repec.unibz.it/bemps115.pdf (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:bzn:wpaper:bemps115

Access Statistics for this paper

More papers in BEMPS - Bozen Economics & Management Paper Series from Faculty of Economics and Management at the Free University of Bozen Contact information at EDIRC.
Bibliographic data for series maintained by F. Marta L. Di Lascio () and Alessandro Fedele ().