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Università della Svizzera italiana

Regulation and measuring cost efficiency with panel data models : application to electricity distribution utilities

Farsi, Mehdi ; Filippini, Massimo

This paper examines the application of different parametric methods to measure cost efficiency of electricity distribution utilities. The cost frontier model is estimated using four methods: Displaced Ordinary Least Squares, Fixed Effects, Random Effects and Maximum Likelihood Estimation. These methods are applied to a sample of 59 distribution utilities in Switzerland. The data consist of an...

Università della Svizzera italiana

An empirical analysis of cost efficiency in non-profit and public nursing homes

Filippini, Massimo ; Farsi, Mehdi

This paper examines the issue of cost-efficiency in Switzerland’s nursing homes, an issue of concern to policy makers because of the rapid growth of elderly care expenditure and the aging of the population. The fact that nursing homes in Switzerland exist in different institutional forms, private for-profit, government and non-profit status, raises the issue of their relative cost efficiency. A...

Università della Svizzera italiana

Unobserved heterogeneity in stochastic cost frontier models : a comparative analysis

Farsi, Mehdi ; Filippini, Massimo ; Kuenzle, Michael

This paper studies a number of stochastic cost frontier models comparing their ability to distinguish unobserved heterogeneity from inefficiency variation among firms. The main focus is on the panel data models that incorporate firm-specific effects in a stochastic frontier framework, as proposed by Greene (2002, 2004). In cases where the unobserved heterogeneity is correlated with some of the...

Università della Svizzera italiana

Efficiency measurement in network industries : application to the Swiss railway companies

Farsi, Mehdi ; Filippini, Massimo ; Greene, William

This paper examines the performance of several panel data models to measure cost and scale efficiency in network industries. Network industries are characterized by a high degree of heterogeneity, much of which is network-specific and unobserved. The unaccounted-for heterogeneity can create bias in the inefficiency estimates. The stochastic frontier models that include additional firm-specific...

Università della Svizzera italiana

Federalism and regional health care expenditures : an empirical analysis for the Swiss cantons

Crivelli, Luca ; Filippini, Massimo ; Mosca, Ilaria

Switzerland (7.2 million inhabitants) is a federal state composed of 26 cantons. Article 3 of the Federal Constitution grants ample autonomy to individual cantons in those sectors that are not directly regulated by the Constitution, among others health and social care. The autonomy of cantons creates strong heterogeneity in terms of regulatory systems and the organization of health care services....

Università della Svizzera italiana

Regional differences in outpatient antibiotic consumption in Switzerland

Filippini, Massimo ; Masiero, Giuliano ; Moschetti, Karine

This paper investigates regional variations in outpatient antibiotic use and provides a first empirical analysis based on Swiss data. We compare Swiss antibiotic consumption with antibiotic use in other European countries and present descriptive statistics at cantonal level. Preliminary findings show that Switzerland exhibits relatively low levels of consumption. There are significant...

Università della Svizzera italiana

An analysis of efficiency and productivity in Swiss hospitals

Farsi, Mehdi ; Filippini, Massimo

This paper examines the productive efficiency of the hospital sector in Switzerland. A panel data of 214 general hospitals over the four-year period between 1998 and 2001 has been analyzed. A descriptive analysis of the data casts some light on differences across hospital types especially regarding case mix severity and length of hospitalizations. The final sample used for the cost frontier...

Università della Svizzera italiana

Socioeconomic determinants of regional differences in outpatient antibiotic consumption : evidence from Switzerland.

Filippini, Massimo ; Masiero, Giuliano ; Moschetti, Karine

This paper investigates the determinants of regional variations in outpatient antibiotic consumption using Swiss data. The analysis contributes to the debate on appropriate antibiotic use by improving the understanding of its determinants, and may help to define more effective health care policies to reduce the resistance phenomenon. Findings suggest that Switzerland exhibits relatively low...