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Updated: Mar 18, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Competition and screening with motivated health professionals
Francesca Barigozzi1, Nadia Burani2
1Department of Economics, University of Bologna, P.zza Scaravilli 2, 40126 Bologna, Italy.
Abstract:
Two hospitals compete for the exclusive services of health professionals, who are privately informed about their ability and motivation. Hospitals differ in their ownership structure and in the mission they pursue. The non-profit hospital sacrifices some profits to follow its mission but becomes attractive for motivated workers. In equilibrium, when both hospitals are active, the sorting of workers to hospitals is efficient and ability-neutral. Allocative distortions are decreasing in the degree of competition and disappear when hospitals are similar. The non-profit hospital tends to provide a higher amount of care and offer lower salaries than the for-profit one.
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Competition

