Halkos, George and Tzeremes, Nickolaos (2012): Regional economic growth and environmental efficiency in greenhouse emissions: A conditional directional distance function approach.
Preview |
PDF
MPRA_paper_40015.pdf Download (365kB) | Preview |
Abstract
By using conditional directional distance functions this paper investigates the effect of regional economic growth on regions’ environmental efficiency in greenhouse gas emissions. A sample of ninety eight regions (NUTS 2 level) from Germany, France and the U.K. has been used and regional environmental inefficiencies have been obtained using both the unconditional and conditional output directional distance functions. The results reveal that German regions have the highest environmental efficiency levels. In addition it appears that the effect of regional economic growth on regions’ environmental efficiency levels varies between regions and countries due to different national administrative arrangements on the implementation of environmental policies.
Item Type: | MPRA Paper |
---|---|
Original Title: | Regional economic growth and environmental efficiency in greenhouse emissions: A conditional directional distance function approach |
Language: | English |
Keywords: | Regional environmental efficiency; directional distance function; stochastic kernel; nonparametric regression |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q50 - General Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q56 - Environment and Development ; Environment and Trade ; Sustainability ; Environmental Accounts and Accounting ; Environmental Equity ; Population Growth R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R15 - Econometric and Input-Output Models ; Other Models R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R11 - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C60 - General |
Item ID: | 40015 |
Depositing User: | G.E. Halkos |
Date Deposited: | 11 Jul 2012 21:15 |
Last Modified: | 28 Sep 2019 16:29 |
References: | Andreoni J, Levinson A, 2001, “The simple analytics of the environmental Kuznets curve” Journal of Public Economics 80 269–286. Anselin L, 2001, “Spatial effects in econometric practice in environmental and resource economics” American Journal of Agricultural Economics 83 705-710. Ansuategi A, Perrings C, 2000, “Transboundary externalities in the environmental transition hypothesis” Environmental and Resource Economics 17 353–373. Antweiler W, Copeland B, Taylor S, 2001, “Is free trade good for the environment?” American Economic Review 91 877– 908. Bădin L, Daraio C, Simar L, 2010, “Optimal bandwidth selection for conditional efficiency measures: A Data-driven approach” European Journal of Operational Research 201 633-640. Batabyal AA, Nijkamp P, 2004, “The environment in regional science: An eclectic review” Papers in Regional Science 83 291-316. Bockstael NE, 1996, “Modeling economics and ecology: The importance of a spatial perspective” American Journal of Agricultural Economics 78 1168-1180. Brajer V, Mead RW, Xiao F, 2011, “Searching for an Environmental Kuznets Curve in China's air pollution” China Economic Review 22 383-397. Bulte EH, van Soest DP, 2001, “Environmental degradation in developing countries: households and the (reverse) Environmental Kuznets Curve” Journal of Development Economics 65 225–235. Carson RT, Jeon Y, Mccubbin DR, 1997, “The relationship between air pollution emissions and income:US data” Environment and Development Economics 2 433-450. Cavlovic T, Baker K, Berrens R, Gawande K, 2000, “A meta analysis of the Environmental Kuznets Curve studies” Agriculture and Resource Economics Review 29 32–42. Cazals C, Florens JP, Simar L, 2002, “Nonparametric frontier estimation: a robust approach” Journal of Econometrics 106 1-25. Chung Y, Färe R, Grosskopf S, 1997, “Productivity and undesirable outputs: a directional function approach” Journal of Environmental Management 51 229– 240. Daraio C, Simar L, 2005. “Introducing environmental variables in nonparametric frontier models: a probabilistic approach” Journal of Productivity Analysis 24 93–121. Daraio C, Simar L, 2006, “A robust nonparametric approach to evaluate and explain the performance of mutual funds” European Journal of Operational Research 175 516–542. Daraio C, Simar L, 2007, “Conditional nonparametric frontier models for convex and nonconvex technologies: a unifying approach” Journal of Productivity Analysis 28 13–32. Daraio C, Simar L, Wilson P, 2010, “Testing whether two-stage estimation is meaningful in non-parametric models of production” Discussion paper 1031, Institut de Statistique, UCL, Belgium. Dasgupta S, Laplante B, Wang H, Wheeler D, 2002, “Confronting the Environmental Kuznets Curve” Journal of Economic Perspectives 16 147– 168. Diao XD, Zeng SX, Tam CM, Tam VWY, 2009. “EKC analysis for studying economic growth and environmental quality: A case study in China” Journal of Cleaner Production 17 541–548. Ekins P, 1997, “The Kuznets curve for environment and economic growth: examining the evidence” Environment and Planning A 29 805–830. Epstein L, Denny M, 1980, “Endogenous capital utilization in a short-run production model” Journal of Econometrics 12 189-207. Ezcura R, Iraizoz B, Pascual P, 2009, “Total factor productivity, efficiency, and technological change in the European regions: a nonparametric approach” Environment and Planning A 41 1152-1170. Fan J, 1992, “Design-adaptive nonparametric regression” Journal of American Statistical Association 87 998-1004. Fan J, 1993, “Local linear smoothers and their minimax efficiency” Annals of Statistics 21 196-216. Färe R, Grosskopf S, 2004, “Modeling undesirable factors in efficiency evaluation: Comment” European Journal of Operational Research 157 242-245. Färe R, Grosskopf S, 2009, “A Comment on Weak Disposability in Nonparametric Production Analysis” American Journal of Agricultural Economics 91 535-538. Färe R, Grosskopf S, Lovell CAK, Pasurka C, 1989, “Multilateral productivity comparisons when some outputs are undesirable: a nonparametric approach” Review of Economics and Statistics 71 90–98. Färe R, Primont D, 1995, Multi-Output Production and Duality: Theory and Applications (Kluwer Academic Publishers, Boston). Feldstein MS, Foot DK, 1971, “The other half of gross investment: replacement and modernization expenditures” Review of Economics and Statistics 53 49-58. Goodchild M, Anselin L, Appelbaum R, Harthorn BH, 2000, “Towards spatially integrated social science” International Regional Science Review 23 139-159. Grossman GM, Krueger AB, 1995, “Economic growth and the environment” Quarterly Journal of Economics 33 353-377. Halkos GE, 2010, “Construction of abatement cost curves: The case of F-gases”, MPRA Paper 26532, University Library of Munich, Germany. Halkos GE, 2003, “Environmental Kuznets curve for sulfur: evidence using GMM estimation and random coefficient panel data models” Environment and Development Economics 8 581-601. Halkos GE, Tzeremes NG, 2009, “Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis” Ecological Economics 68 2168-2176. Halkos GE, Tzeremes NG, 2011, “Regional environmental efficiency and economic growth: NUTS2 evidence from Germany, France and the UK”, MPRA Paper 33698, University Library of Munich, Germany. Halkos GE, Tzeremes NG, 2012, “Measuring German regions’ environmental efficiency: a directional distance function approach” Letters in Spatial and Resource Sciences 5 7-16. Hall P, Racine JS, Li Q, 2004, “Cross-validation and the estimation of conditional probability densities” Journal of the American Statistical Association 99 1015–1026. Hayfield T, Racine JS, 2008, “Nonparametric Econometrics: The np Package” Journal of Statistical Software 27 1-32. He J, 2008, “China's industrial SO2 emissions and its economic determinants: EKC's reduced vs. structural model and the role of international trade” Environment and Development Economics 14 227–262. Jeong SO, Park BU, Simar L, 2010, “Nonparametric conditional efficiency measures: asymptotic properties” Annals of Operations Research 173 105-122. Knill C, Lenschow A, 1998, “Coping with Europe: the impact of British and German administrations on the implementation of EU environmental policy” Journal of European Public Policy 5 595-614. Kuosmanen T, 2005, “Weak disposability in nonparametric production analysis with undesirable outputs” American Journal of Agricultural Economics 87 1077-1082. Kuosmanen T, Podinovski V, 2009, “Weak disposability in nonparametric production analysis: reply to Färe and Grosskopf” American Journal of Agricultural Economics 91 539-545. Kuznets S, 1955, “Economic growth and income inequality” American Economic Review 45 1-28. Le Gallo J, Ertur C, 2003, “Exploratory spatial data analysis of the distribution of regional per capita GDP in Europe, 1980–1995” Papers in Regional Science 82 175-201. Li Q, Racine JS, 2004, “Cross-validated local linear nonparametric regression” Statistica Sinica 14 485-512. Li Q, Racine JS, 2007 Nonparametric econometrics: Theory and practice (Princeton University Press, Oxford). Managi S, 2006, “Are there increasing returns to pollution abatement? Empirical analytics of the Environmental Kuznets Curve in pesticides” Ecological Economics 58 617-636. Picazo-Tadeo A, Beltrá-Esteve M, Gómez-Limón JA, 2012, “Assessing eco-efficiency with directional distance functions” European Journal of Operational Research 220 798-809. Picazo-Tadeo AJ, Reig-Martínez E, Hernández-Sancho F, 2005, “Directional distance functions and environmental regulation” Resource and Energy Economics 27 131-142. Podinovski VV, Kuosmanen T, 2011, “Modelling weak disposability in data envelopment analysis under relaxed convexity assumptions” European Journal of Operational Research 211 577-585. Racine JS, 1997, “Consistent significance testing for nonparametric regression” Journal of Business and Economic Statistics 15 369–379. Racine JS, 2008, “Nonparametric Econometrics: A Primer” Foundation and Trends in Econometrics 3 1-88. Racine JS, Hart JD, Li Q, 2006, “Testing the significance of categorical predictor variables in nonparametric regression models” Econometric Reviews 25 523–544. Rupasingha A, Goetz SJ, Debertin DL, Pagoulatos A, 2004, “The environmental Kuznets curve for US counties: A spatial econometric analysis with extensions” Papers in Regional Science 83 407-424. Selden T, Song D, 1994, “Environmental quality and development: is there a Kuznets curve for air pollution emissions?” Journal of Environmental Economics and Management 27 147-162. Shephard RW, 1970 Theory of Cost and Production Functions (Princeton University Press, Princeton, NJ). Simar L, Vanhems A, 2012, “Probabilistic characterization of directional distances and their robust versions” Journal of Econometrics 166 342-354. Simar L, Wilson PW, 2007, “Estimation and inference in two-stage, semi-parametric models of productive efficiency” Journal of Econometrics 136 31–64. Simar L, Wilson PW, 2011, “Two-stage DEA: caveat emptor” Journal of Productivity Analysis 36 205-218. Stern DI, 1998, “Progress on the Environmental Kuznets Curve?” Environment and Development Economics 3 175– 198. Stern DI, 2002, “Explaining changes in global sulfur emissions: an econometric decomposition approach” Ecological Economics 42 201–220. Stern DI, 2004, “The rise and fall of the Environmental Kuznets Curve” World Development 32 1419–1439. Stern DI, Common MS, Barbier EB, 1996, “Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development” World Development 24 1151-1160. Taskin F, Zaim O, 2001, “The role of international trade on environmental efficiency: a DEA approach” Economic Modelling 18 1-17. Tyteca D, 1996, “On the measurement of the environmental performance of firms- A literature review and a productive efficiency perspective” Journal of Environmental Management 46 281- 308. Tyteca D, 1997, “Linear programming models for the measurement of environmental performance of firms: concepts and empirical results” Journal of Productivity Analysis 8 175–189. Van den Bergh JCJM, Nijkamp P, 1998, “A multiregional perspective on growth and environment: The role of endogenous technology and trade” Annals of Regional Science 32 115–131. Yörük BK, Zaim O, 2006, “The Kuznets curve and the effect of international regulations on environmental efficiency” Economics Bulletin 17 1-7. Zaim O, 2004, “Measuring environmental performance of state manufacturing through changes in pollution intensities: a DEA framework” Ecological Economics 48 37-47. Zaim O, Taskin F, 2000a, “Environmental efficiency in carbon dioxide emissions in the OECD: A non-parametric approach” Journal of Environmental Management 58 95–107. Zaim O, Taskin F, 2000b, “Searching for a Kuznets curve in environmental efficiency using kernel estimation” Economics Letters 68 217–223. Zaim O, Taskin F, 2000c, “A Kuznets curve in environmental efficiency: an application on OECD countries” Environmental and Resource Economics 17 21-36. Zelenyuk V, Zheka V, 2006, “Corporate governance and firm’s efficiency: the case of a transitional country, Ukraine” Journal of Productivity Analysis 25 143-157. Zofio JL, Prieto AM, 2001, “Environmental efficiency and regulatory standards: the case of CO2 emissions from OECD industries” Resource and Energy Economics 23, 63–83. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/40015 |