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This article evaluates the evolution of environmental performance in the context
of the European Union (EU), over the period 1993–2010. The context is
particularly relevant, due to the traditionally high concerns of the EU about these
issues, which has triggered off several initiatives and regulations on
environmental protection. In this setting, we conduct a two-stage analysis which
develops environmental performance indicators in the first stage for each pair
country-year, and evaluates its evolution in the second. More specifically, in the
first stage we estimate specific efficiencies for three air-pollutants (CO2e, SO2,
NOx), along with an eco-efficiency indicator, for which we use the slack-free
directional distance functions in the Data Envelopment Analysis framework (as
opposed to the more extended intensity ratios), whereas in the second stage we
propose using a model of explicit distribution dynamics which takes into account
how the entire distributions of these indicators evolve. Our results indicate that the
dynamics underlying the evolution of the indicators analyzed are indeed
remarkable. Although the eco-efficiency indicator has improved over the last two
decades, it has been during the last decade when performance has shown a more
convergent path. However, in the case of the more traditional indicators (CO2e,
SO2, NOx) the abatement opportunities are still remarkable, especially in the case
of SO2e
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