E. Dalmaumatarrodona et J. Puigjunoy, MARKET-STRUCTURE AND HOSPITAL EFFICIENCY - EVALUATING POTENTIAL EFFECTS OF DEREGULATION IN A NATIONAL-HEALTH-SERVICE, Review of industrial organization, 13(4), 1998, pp. 447-466
In this article we examine the potential effect of market structure on
hospital technical efficiency as a measure of performance controlled
by ownership and regulation. This study is relevant to provide an eval
uation of the potential effects of recommended and initiated deregulat
ion policies in order to promote market reforms in the context of a Eu
ropean National Health Service. Our goal was reached through three mai
n empirical stages. Firstly, using patient origin data from hospitals
in the region of Catalonia in 1990, we estimated geographic hospital m
arkets through the Elzinga-Hogarty approach, based on patient flows. T
hen we measured the market level of concentration using the Herfindahl
-Hirschman index. Secondly, technical and scale efficiency scores for
each hospital was obtained specifying a Data Envelopment Analysis. Acc
ording to the data nearly two-thirds of the hospitals operate under th
e production frontier with an average efficiency score of 0.841. Final
ly, the determinants of the efficiency scores were investigated using
a censored regression model. Special attention was paid to test the hy
pothesis that there is an efficiency improvement in more competitive m
arkets. The results suggest that the number of competitors in the mark
et contributes positively to technical efficiency and there is some ev
idence that the differences in efficiency scores are attributed to sev
eral environmental factors such as ownership, market structure and reg
ulation effects.