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Erschienen in: Empirical Economics 1/2015

01.02.2015

An environmental degradation index based on stochastic dominance

verfasst von: Elettra Agliardi, Mehmet Pinar, Thanasis Stengos

Erschienen in: Empirical Economics | Ausgabe 1/2015

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Abstract

We employ a stochastic dominance (SD) approach to derive a relative environmental degradation index across countries. The variables that are considered include countries’ greenhouse gas (GHG) emissions, water pollution and the net forest depletion, as from the data set of the World Bank. A worst-case scenario index to measure environmental degradation across different countries and at different times is constructed applying a methodology that is based on multivariate comparisons of country panel data over various years and consistent tests for SD efficiency. The test statistics and the estimators are computed using mixed integer programming methods. It is found that in the worst-case scenario index, GHG emissions contribute the most (with a weight around 68 %), net forest depletion contributes with around 30 %, and water pollution contributes the least (with a weight around 2 %). Our index can be a useful tool for policy making in conveying information on the environmental quality and a quick assessment of sustainable performance across countries and over time.

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Fußnoten
1
Throughout the paper the expression “ stochastic dominance efficiency” refers to the data-driven statistical efficiency, rather than technical or environmental “ efficiency,” where the efficiency is measured as minimum feasible use of an environmentally detrimental input to produce a given output.
 
2
\(\mathbb {\tau }\) and \(\mathbb {\lambda }\) represent weighting vectors. However, throughout the paper, for simplicity, we use \(\mathbb {\tau }\) and \(\mathbb {\lambda }\) for the index that they represent.
 
3
CO\(_{2}\) emissions consist of annual data from 1960 to 2009, whereas methane, nitrous, and other GHG emissions consist of data in 1990, 1995, 2000 and 2005. We have annual data for water pollution from 1986 to 2007. Finally, net forest depletion data are available annually from 1970 to 2010.
 
4
The authors are indebted to Glenn-Marie Lange and her staff members at The World Bank for their help in providing most data.
 
5
For example, the global natural CO\(_{2}\) removal rate for the set of countries that we examine has been estimated to be around 60 percent for the period 1990 to 2000, see IPCC, 2000. See http://​unfccc.​int/​ghg_​emissions_​data/​predifined_​qeuries/​items/​3814.​php.
 
6
We first test for stochastic dominance efficiency at the first order: If there is dominance at first order, then there will be dominance at any other greater order. If not, then we continue for stochastic dominance efficiency for higher orders.
 
7
We have overlapping data for 1990, 1995, 2000 and 2005 for all environmental quality indicators. We only reported 2000 and 2005 rankings for two reasons. We have only 8 overlapping countries in 1990; therefore, we have not reported the ranking in that year. On the other hand, even though 1995 consists of 41 overlapping countries, we do not have data for water pollution data for major countries, USA, Russian Federation and China.
 
8
Sigman (2002) finds that there is less free riding in water quality within European Union, suggesting that international institutions might work as mitigating factors.
 
9
Net forest depletion for South Africa, Ethiopia, Sweden, Poland, Slovak Republic and Malaysia increased from around 35, 713, 0, 0, 100 and 80 million US$ to 65, 886, 155, 120, 213 and 162 million US$, respectively.
 
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Metadaten
Titel
An environmental degradation index based on stochastic dominance
verfasst von
Elettra Agliardi
Mehmet Pinar
Thanasis Stengos
Publikationsdatum
01.02.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Empirical Economics / Ausgabe 1/2015
Print ISSN: 0377-7332
Elektronische ISSN: 1435-8921
DOI
https://doi.org/10.1007/s00181-014-0853-3

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