Emissions Trends, Labour Productivity Dynamics and Time-Related Events - Sector Heterogeneous Analyses of Decoupling/Recoupling on a 1990-2006 NAMEA

Marin, Giovanni and Mazzanti, Massimiliano (2009): Emissions Trends, Labour Productivity Dynamics and Time-Related Events - Sector Heterogeneous Analyses of Decoupling/Recoupling on a 1990-2006 NAMEA. Unpublished.

Abstract

This paper provides new empirical evidence on Environmental Kuznets Curves (EKC) for CO2 and air pollutants at sector level. A panel dataset based on the Italian NAMEA (National Accounting Matrix including Environmental Accounts) over 1990-2006 is analysed, focusing on both emissions efficiency (EKC model) and total emissions (IPAT model). Results show that, looking at sector evidence, both decoupling and also eventually re-coupling trends could emerge along the path of economic development. The overall performance on greenhouse gases, here CO2, is not compliant with Kyoto targets. SOx and NOx show decreasing patterns, though the shape is affected by some outlier sectors with regard to joint emission-productivity dynamics. Services tend to present stronger delinking patterns across emissions than manufacturing. Trade expansion validates the pollution haven in some cases, but also show negative signs when only EU15 trade is considered: this may due to technology spillovers and a positive ‘race to the top’ rather than the bottom among EU15 trade partners. General R&D expenditure show weak correlation with emissions efficiency. EKC and IPAT derived models provide similar conclusions overall. Finally, we used SUR estimators (Seemingly Unrelated Regressions) for EKC models on manufacturing to have more efficient panel estimates (constrained model) and to test for slope heterogeneity (unconstrained model): the empirical evidence for CO2 and SOx emissions suggests that of manufacturing the slope varies across sectors. Further research should be directed towards deeper investigation of trade relationship at sector level and increased research into and efforts to produce specific sectoral data on ‘environmental innovations’.

• Item Type: MPRA Paper
• Language: English
• Keywords: NAMEA, trade openness, labour productivity, STIRPAT, SURE
• Subjects: Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q5 - Environmental Economics > Q55 - Technological Innovation; C - Mathematical and Quantitative Methods > C2 - Econometric Methods: Single Equation Models; Single Variables > C23 - Models with Panel Data; Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q5 - Environmental Economics > Q56 - Environment and Development; Environment and Trade; Sustainability; Environmental Accounting; Environmental Equity; O - Economic Development, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General

References

Alberola E, Chevallier J, Chèeze B (2008) Price drivers and structural breaks in European carbon prices 2005-2007. Energy Policy 36(2):787–797

Alberola E, Chevallier J, Chèeze B (2009) Emissions compliances and carbon prices under the EU ETS: A country specific analysis of industrial sectors. Journal of Policy Modeling 31(3):446–462

Barker T, Rosendahl KE (2000) Ancillary benefits of GHG mitigation in Europe: SO2, NOx and PM10 reductions from policies to meet Kyoto targets using the E3ME model and externe valuations. OECD

Baum CF (2001) Residual diagnostics for cross-section time series regression models. Stata Journal 1(1):101–104

Berndt ER, Wood DO (1979) Engineering and econometric interpretations of energy-capital complementarity. American Economic Review 69(3):342–54

Bruvoll A, Medin H (2003) Factors behind the environmental Kuznets curve. A decomposition of the changes in air pollution. Environmental & Resource Economics 24(1):27–48

Casler SD, Rose A (1998) Carbon dioxide emissions in the U.S. economy: A structural decomposition analysis. Environmental & Resource Economics 11(3):349–363

Cole M (2005) Re-examining the pollution-income relationship: a random coefficients approach. Economics Bulletin 14(1):1–7

Cole MA (2003) Development, trade, and the environment: how robust is the environmental Kuznets curve? Environment and Development Economics 8(04):557–580

Cole MA (2004) Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages. Ecological Economics 48(1):71–81

Cole MA, Elliott RJR (2003) Determining the trade-environment composition effect: the role of capital, labor and environmental regulations. Journal of Environmental Economics and Management 46(3):363–383

Cole MA, Neumayer E (2003) Examining the impact of demographic factors on air pollution. Labor and demography, EconWPA

Cole MA, Rayner AJ, Bates JM (1997) The environmental Kuznets curve: an empirical analysis. Environment and Development Economics 2(04):401–416

Cole MA, Elliott RJ, Shimamoto K (2005) Why the grass is not always greener: the competing effects of environmental regulations and factor intensities on US specialization. Ecological Economics 54(1):95–109

Copeland BR, Taylor MS (2004) Trade, growth, and the environment. Journal of Economic Literature 42(1):7–71

Dietz T, Rosa EA (1996) Rethinking the environmental impacts of population, affluence and technology. Human Ecology Review (1):277–300

Dietzenbacher E, Mukhopadhyay K (2007) An empirical examination of the pollution haven hypothesis for India: Towards a green Leontief paradox? Environmental & Resource Economics 36(4):427–449

EEA (2004a) Air pollution and climate change policies in europe: exploring linkages and the added value of an integrated approach. Tech. Rep. 5, European Environmental Agency

EEA (2004b) Air pollution in Europe 1990-2000. Tech. Rep. 4, European Environmental Agency

Egli H, Steger T (2007) A dynamic model of the environmental Kuznets curve: Turning point and public policy. Environmental & Resource Economics 36(1):15–34

Femia A, Marra Campanale R (2010) Production-related air emissions: a decomposition analysis for Italy. In: Mazzanti M, Montini A (Editors), Environmental Efficiency, Innovation and Economic Performance, Routledge

Femia A, Panfili P (2005) Analytical applications of the NAMEA. Annual Meeting of the Italian Statistics Society, Rome (Italy)

Fischer-Kowalski M, Amann C (2001) Beyond IPAT and Kuznets curves: Globalization as a vital factor in analysing the environmental impact of socioeconomic metabolism. Population and Environment 23(1):7–47

Frankel JA, Rose AK (2005) Is trade good or bad for the environment? Sorting out the causality. The Review of Economics and Statistics 87(1):85–91

de Haan M, Keuning SJ (1996) Taking the environment into account: The NAMEA approach. Review of Income and Wealth 42(2):131–48

Haan MD (2001) A structural decomposition analysis of pollution in the Netherlands. Economic Systems Research 13(2):181–196

Hsiao C (2003) Analysis of Panel Data. Cambridge University Press

Ike T (1999) A Japanese namea. Structural Change and Economic Dynamics 10(1):123–149

Jacobsen HK (2000) Energy demand, structural change and trade: A decomposition analysis of the Danish manufacturing industry. Economic Systems Research 12(3):319–343

Kagawa S, Inamura H (2001) A structural decomposition of energy consumption based on a hybrid rectangular input-output framework: Japan’s case. Economic Systems Research 13(4):339–363

Kagawa S, Inamura H (2004) A spatial structural decomposition analysis of Chinese and Japanese energy demand: 1985-1990. Economic Systems Research 16(3):279–299

Keuning SJ, van Dalen J, de Haan M (1999) The Netherlands’ NAMEA; presentation, usage and future extensions. Structural Change and Economic Dynamics 10(1):15–37

Koetse MJ, de Groot HLF, Florax RJGM (2008) Capital-energy substitution and shifts in factor demand: A meta-analysis. Energy Economics 30(5):2236–2251

List JA, Gallet CA (1999) The environmental Kuznets curve: does one size fit all? Ecological Economics 31(3):409–423 Markandya A, R¨ubbelke DT (2003) Ancillary benefits of climate policy.Working papers, Fondazione Eni Enrico Mattei

Martinez-Zarzoso I (2009) A general framework for estimating global CO2 emissions. EAERE 2009 Conference, Amsterdam

Martnez-Zarzoso I, Bengochea-Morancho A, Morales-Lage R (2007) The impact of population on CO2 emissions: evidence from European countries. Environmental & Resource Economics 38(4):497–512

Mazzanti M, Zoboli R (2009) Environmental efficiency and labour productivity: Trade-off or joint dynamics? a theoretical investigation and empirical evidence from Italy using NAMEA. Ecological Economics 68(4):1182–1194

Mazzanti M, Montini A, Zoboli R (2008a) Environmental Kuznets curves for air pollutant emissions in Italy: Evidence from environmental accounts (NAMEA) panel data. Economic Systems Research 20(3):277–301

Mazzanti M, Montini A, Zoboli R (2008b) Environmental Kuznets curves for greenhouse gas emissions. Evidence from Italy using national accounts matrix including environmental accounts and provincial panel data. International Journal of Global Environmental Issues 8(4):392–424

Millock K, Zugravu N, Duchene G (2008) The factors behind CO2 emission reduction in transition economies. Working papers, Fondazione Eni Enrico Mattei

Muradian R, O’Connor M, Martinez-Alier J (2002) Embodied pollution in trade: estimating the ’environmental load displacement’ of inustrialised countries. Ecological Economics 41(1):51–67

Nakamura S (1999) An interindustry approach to analyzing economic and environmental effects of the recycling of waste. Ecological Economics 28(1):133–145

Nansai K, Kagawa S, Moriguchi Y (2007) Proposal of a simple indicator for sustainable consumption: classifying goods and services into three types focusing on their optimal consumption levels. Journal of Cleaner Production 15(10):879 – 885

Pearce D (1992) The secondary benefits of greenhouse control. Working Paper 92-12, CSERGE

Pearce D (2000) Policy framework for the ancillary benefits of climate change policies. IPCC Workshop on Assessing the Ancillary Benefits and Costs of Greenhouse Gas Mitigation Strategies, Washington DC

Pontoglio S (2010) An early assessment of the influence on eco-innovation of the EU Emissions Trading Scheme - Evidence from the Italian paper industry. In: Mazzanti M, Montini A (Editors), Environmental Efficiency, Innovation and Economic Performance, Routledge

Smith S, Swierzbinski J (2007) Assessing the performance of the UK Emissions Trading Scheme. Environmental & Resource Economics 37(1):131–158

Steenge AE (1999) Input-output theory and institutional aspects of environmental policy. Structural Change and Economic Dynamics 10(1):161–176

Stern DI (2004) Elasticities of substitution and complementarity. Rensselaer working papers in economics, Rensselaer Polytechnic Institute, Department of Economics

United Nations, European Commission, International Monetary Fund, OECD, World Bank (2003) Integrated environmental and economic accounting 2003. First draft, United Nations, European Commission, International Monetary Fund, OECD, World Bank

Vaze P (1999) A namea for the uk. Structural Change and Economic Dynamics 10(1):99–121

Vollebergh HRJ, Kemfert C (2005) The role of technological change for a sustainable development. Ecological Economics 54(2-3):133–147

Wier M (1998) Sources of changes in emissions from energy: A structural decomposition analysis. Economic Systems Research 10(2):99–112

York R, Rosa EA, Dietz T (2003) STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts. Ecological Economics 46(3):351–365

Zellner A (1962) An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Journal of the American Statistical Association 57(298):348–368

Zellner A (1963) Estimators for seemingly unrelated regression equations: Some exact finite sample results. Journal of the American Statistical Association 58(304):977–992

Zellner A, Huang DS (1962) Further properties of efficient estimators for seemingly unrelated regression equations. International Economic Review 3(3):300–313

Zoboli R (1996) Technology and changing population structure: Environmental implications for the advanced countries. Dynamis-Quaderni 6/96, IDSE CNR, Milan (Italy)