Strategic bidding in vertically integrated power markets with an application to the
Italian electricity auctions
☆
Bruno Bosco
a
, Lucia Parisio
a
, Matteo Pelagatti
b,
⁎
a
Department of Legal and Economic Systems, Università degli Studi di Milano-Bicocca, Piazza Ateneo Nuovo 1, 20126 Milano, Italy
b
Department of Statistics, Università degli Studi di Milano-Bicocca, Via Bicocca degli Arcimboldi 8, 20126 Milano, Italy
abstract article info
Article history:
Received 29 June 2011
Received in revised form 12 November 2011
Accepted 12 November 2011
Available online 19 November 2011
JEL classification:
D44
L13
L41
L94
Keywords:
Electricity markets
Optimal bid functions
Market power
Vertical integration
In this paper we apply a model of optimal bidding behavior to the Italian wholesale electricity market under
three hypotheses: i) costs of generation are private knowledge, ii) firms can be vertically integrated, and
iii) firms can sell part of their production in advance with bilateral contracts. We first use optimal bid functions
and market data to retrieve time-varying marginal cost functions, price–cost margins and Lerner Indexes of
market power for a sample of Italian companies. Then, we use estimated costs and actual equilibrium prices
to evaluate the elasticity of these series to fuel price variations and estimate a possible differential impact of
the dynamics of input expenditures (fuel price above all) on generation costs and final electricity prices. Our es-
timates suggest that the elasticities of costs and equilibrium prices with respect to oil price are virtually the
same and, therefore, that the auction mechanism per se does not limit the extent to which cost increases are
transferred to prices.
© 2011 Elsevier B.V. All rights reserved.
1. Introduction
A major concern of regulators and governments when they
evaluate the performances of the recently restructured electricity
supply industries is the exercise of market power by firms competing
in the wholesale market. These markets work as single price
competitive auctions and operate on hourly (or semi-hourly) fre-
quency. The market operator collects demand/supply bids and orders
them in descending/ascending order to determine an equilibrium
price and a total quantity exchanged. The creation of short term
electricity markets was inspired by the idea that introducing compe-
tition at the wholesale level would result in lower electricity prices
for final consumers. Unfortunately, starting from the first experiences
of privatization and deregulation, it was clear that such markets may
be prone to collusion or other forms of anticompetitive behavior.
Electricity producers can increase substantially their profits if they
are able to influence market price through their bidding behavior. It
is therefore very important for regulators to understand what forces
drive the bidding behavior of generators and how the market mecha-
nism translates bidding strategies into market clearing prices.
Economic theory alone gives little guidance to researchers when
they have to evaluate the performance of multi-unit auctions. For
that reason the empirical analysis becomes very important to
evaluate the performance of these mechanisms. Electricity markets
are in this respect a privileged field since all the relevant market
data are made available from the market operators. Given the data
and a theoretical model that describes the optimal bidding behavior
of producers, the researcher is able to measure unilateral market
power of the firm and the way in which it influences the final equilib-
rium price.
We use data published by the Italian market operator to evaluate
the performance of the Italian electricity market. The issue is
particularly interesting since this market has registered the highest
average price level among the other European markets since the
very beginning of its operation (April 2004). The reasons explaining
this price level have been strongly debated. Some stress the role of
the technology mix of the generation park; others claim that the
Italian market is too much isolated from the other continental
markets. Another possible reason may be that the Italian Electricity
generation industry is concentrated and prone to the exercise of
Energy Economics 34 (2012) 2046–2057
☆ This research was financed by the Ministerial Grant PRIN 20074PFL7C. We thank
Pia Saraceno and researchers at Ref (www.ref-online.it) for comments on an
early version of this paper and for sharing with us their dataset on the Italian produc-
tion units. We also thank two anonymous referees and the editor for useful comments
and suggestions.
⁎ Corresponding author. Tel.: + 39 02 64485834; fax: + 39 02 64485878.
E-mail addresses: bruno.bosco@unimib.it (B. Bosco), lucia.parisio@unimib.it
(L. Parisio), matteo.pelagatti@unimib.it (M. Pelagatti).
0140-9883/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.eneco.2011.11.005
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Energy Economics
journal homepage: www.elsevier.com/locate/eneco