Copyright © IFAC Transportation Systems
Chania, Greece, 1997
ANALYSING TRANSPORTATION PUBUC AGENCIES PERFORMANCE
USING DATA ENVELOPMENT ANALYSIS
P. Carotenuto*, A. Coffari**, M. Gastaldi**, N. Levialdi**
*Progerro Finalizzato Trasponi 2 - CNR, Viale deU'Universita 11 - 00185 Rome, Italy
**Depanmenr of Production, System and Computer Science,
University of Rome Tor Vergata - Via della Ricerca Scientifica - 00185 Rome, Italy
Abstract. Performance analysis has gained increased attention now that transit organisations are
emphasising efficiency and effectiveness objectives. In this paper the use of Data Envelopment
Analysis (DEA) as a tool for assess the performance of Italian transit agencies and to compare
them is focused. By using a single measure for cost efficiency, cost effectiveness and service
effectiveness, the DEA model is applied to a sample of 63 Italian transit agencies serving both
large metropolitan areas and medium and small cities.
Key Words. Data Envelopment Analysis; mathematical model; performance evaluation;
efficiency; effectiveness; urban systems.
1. INTRODUCTION
One of the most relevant topic in urban traffic
management is the development of integrated
systems able to co-ordinate different technologies and
applications, aiming at making the whole process of
traffic and mobility efficient. The demographic and
urban growth with the related increase of industrial,
commercial and service activities, determine a
growing mobility demand not supported by well
organised public transit supply (Bielli, Carotenuto
and Gastaldi, 1996). In fact, old networks have been
updated without considering the system complexity,
adding and overlapping new links to the old ones
without considering the high costs of utilised human
and physic resources and the system functionality for
the users. Urban and metropolitan traffic areas are
very complex and decision making is characterised
by a large number of conflicting goals and objectives
postulated by various groups. In going through the
different phases of the decision making process, a
decision context has to be defined according to the
system analysis approach; then it is necessary to take
into account the characteristics of considered decision
makers, the realisable alternatives, the perspectives,
the time horizon and the political and financial
constraints. Improving the management of public
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transit agencies is an alternative scenario. By 1986 to
control costs and reduce the need for public
assistance, the government has encouraged
privatisation of services in several industrialised
countries. While this has helped agencies shed
unproductive services, it does not challenge
management to confront internal deficiencies.
The purpose of this paper is to assist agencies
charged with reviewing the performance of public
transit by providing them with a mathematical
technique to analyse the efficiency with which service
is produced and the effectiveness with which it is
consumed (Chu, Fielding and Lamar, 1992).
Research in public transit has been assisted by
appropriate definitions of performance indicators. A
large body of literature has emerged dealing with a
wide set of measures (indexes, variations, ratios, etc.)
of performance for transportation services
(Henderson, Kwong and Adkins, 1991). This great
availability of performance measures was followed by
a number of research projects designed to reduce the
set of measures to a manageable size. There is a
general agreement that main impacts fall into two
categories: efficiency and effectiveness. In classic
economic terms, a production process is efficient if it
is not possible to augment any output without