Measuring German regions’ environmental efficiency: a directional distance function approach

This paper by applying a directional distance function approach measures German regions’ municipality waste performance. By applying the weak disposability assumption the paper constructs environmental performance indexes for 39 German regions (NUTS 2 level) identifying their ability to produce more growth while simultaneously reduce pollution (municipal waste) generated from their regional economic activity. In addition the paper constructs conditional stochastic kernels trying to determine non-parametrically the association of regions’ GDP per capita levels with their calculated regional environmental efficiencies. There are evidences of regional environmental inefficiencies for the majority of German regions with high probability to be produced from regions with lower GDP/c levels.

[1]  Jiahai Yuan,et al.  Total-factor energy efficiency in developing countries , 2011 .

[2]  A. Ullah,et al.  Nonparametric Econometrics: Semiparametric and Nonparametric Estimation of Simultaneous Equation Models , 1999 .

[3]  Jeffrey S. Racine Nonparametric econometrics: a primer (in Russian) , 2008 .

[4]  Daniel Tyteca,et al.  Linear Programming Models for the Measurement of Environmental Performance of Firms—Concepts and Empirical Results , 1997 .

[5]  A. Ullah,et al.  Nonparametric Econometrics , 1999 .

[6]  Timo Kuosmanen Weak Disposability in Nonparametric Production Analysis with Undesirable Outputs , 2005 .

[7]  Timo Kuosmanen,et al.  Duality of weakly disposable technology , 2011 .

[8]  Juan M. Verstraete An estimate of the capital stock for the Belgian industrial sector , 1976 .

[9]  Daniel Tyteca,et al.  On the Measurement of the Environmental Performance of Firms— A Literature Review and a Productive Efficiency Perspective , 1996 .

[10]  A. Hailu,et al.  Non‐Parametric Productivity Analysis with Undesirable Outputs: An Application to the Canadian Pulp and Paper Industry , 2001 .

[11]  Jeffrey S. Racine,et al.  Cross-Validation and the Estimation of Conditional Probability Densities , 2004 .

[12]  Rolf Färe,et al.  Productivity and Undesirable Outputs: A Directional Distance Function Approach , 1995 .

[13]  R. Färe,et al.  An activity analysis model of the environmental performance of firms—application to fossil-fuel-fired electric utilities , 1996 .

[14]  Rolf Färe,et al.  Modeling undesirable factors in efficiency evaluation: Comment , 2004, Eur. J. Oper. Res..

[15]  G. Grossman,et al.  Economic Growth and the Environment , 1994 .

[16]  C.A.K. Lovell,et al.  Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach , 1989 .

[17]  Rolf Färe,et al.  Nonparametric Productivity Analysis with Undesirable Outputs: Comment , 2003 .

[18]  José Luis Zofío,et al.  Environmental efficiency and regulatory standards: the case of CO2 emissions from OECD industries , 2001 .

[19]  David K. Foot,et al.  The Other Half of Gross Investment: Replacement and Modernization Expenditures , 1971 .

[20]  R. Shepherd Theory of cost and production functions , 1970 .

[21]  S. Kuznets Economic Growth and Income Inequality , 2019, The Gap between Rich and Poor.

[22]  Valentin Zelenyuk,et al.  Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine , 2006 .

[23]  D. Primont,et al.  Multi-Output Production and Duality: Theory and Applications , 1994 .

[24]  S. Dasgupta,et al.  Confronting the Environmental Kuznets Curve , 2002 .

[25]  Rolf Färe,et al.  A Comment on Weak Disposability in Nonparametric Production Analysis , 2009 .

[26]  Larry G. Epstein,et al.  Endogenous capital utilization in a short-run production model: Theory and an empiral application , 1980 .

[27]  Timo Kuosmanen,et al.  Weak Disposability in Nonparametric Production Analysis: Reply to Färe and Grosskopf , 2009 .

[28]  Qi Li,et al.  Nonparametric Econometrics: Theory and Practice , 2006 .

[29]  Georgios Fotopoulos,et al.  Nonparametric analysis of regional income dynamics: The case of Greece , 2006 .

[30]  Jeffrey S. Racine,et al.  Nonparametric econometrics: a primer (in Russian) , 2008 .

[31]  Márcio Poletti Laurini,et al.  Conditional stochastic kernel estimation by nonparametric methods , 2009 .

[32]  Nickolaos G. Tzeremes,et al.  Measuring regional economic efficiency: the case of Greek prefectures , 2010 .

[33]  R. Färe,et al.  The law of diminishing returns , 1974 .

[34]  Atakelty Hailu,et al.  Nonparametric Productivity Analysis with Undesirable Outputs: Reply , 2003 .