Efficiency and Environment in the Aviation Sector

The research carried out in this thesis contributes in the assessment of aviation efficiency in presence of environmental impacts. The thesis is composed by three works describing: (i) the assessment of airport efficiency considering the production of pollution, (ii) a new comprehensive methodology to compute an economic environmental benchmarks and (iii) the analysis of the current aircraft global market with a computation of effective incentives to move towards greener fleets. In the first paper a hyperbolic distance function model has been applied for airport efficiency assessment considering local air pollution as undesirable output. In order to include the negative externalities connected to local air pollution, we created an index describing the total amounts of pollutants produced for each Italian airport included in our data set. We show that, if the undesirable outputs are ignored, airport efficiency scores can be misleading. In the second paper, a new methodology taking into account economic and environmental variables is developed. We present an additive model that benchmarks the decision making units (DMUs) on a unique eco-environmental frontier considering the production of both good and bad outputs productions. Our directional economic environmental distance (DEED) function describes the distance of each DMU to the efficient frontier evaluating it as potential monetary saving achievable by reaching such frontier. Finally, in the third paper we identify the trade-offs that exist between the noise and air pollution generated by the existing aircraft-engine combinations. Furthermore, we apply the benchmarks resulting from directional economic environmental distance function in order to design a relatively efficient aircraft-engine fleet that could operate at Stockholm and Amsterdam airports given current technology and service levels.

[1]  J Stebbins,et al.  Law of Diminishing Returns , 1944, Encyclopedia of Parallel Computing.

[2]  Cherie Lu,et al.  Determination and Applications of Environmental Costs at Different Sized Airports – Aircraft Noise and Engine Emissions , 2003 .

[3]  Biresh K. Sahoo,et al.  Alternative measures of environmental technology structure in DEA: An application , 2011, Eur. J. Oper. Res..

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

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

[6]  R. Färe,et al.  Profit, Directional Distance Functions, and Nerlovian Efficiency , 1998 .

[7]  Youdi Schipper,et al.  Environmental costs in European aviation , 2004 .

[8]  Philip Lawrence,et al.  Meeting the challenge of aviation emissions: an aircraft industry perspective , 2009, Technol. Anal. Strateg. Manag..

[9]  Nicole Adler,et al.  Strategies for managing risk in a changing aviation environment , 2012, Journal of Air Transport Management.

[10]  William W. Cooper,et al.  Data Envelopment Analysis: History, Models, and Interpretations , 2011 .

[11]  Ben Daley,et al.  Air Transport and the Environment , 2021 .

[12]  Toshiyuki Sueyoshi,et al.  Methodological comparison between two unified (operational and environmental) efficiency measurements for environmental assessment , 2011, Eur. J. Oper. Res..

[13]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[14]  Ian A. Waitz,et al.  Air Transport and the Environment , 2009 .

[15]  Ian A. Waitz,et al.  The historical fuel efficiency characteristics of regional aircraft from technological, operational, and cost perspectives , 2002 .

[16]  Jasper Dekkers,et al.  How Much Noise Reduction at Airports , 2007 .

[17]  William L. Weber,et al.  A directional slacks-based measure of technical inefficiency , 2009 .

[18]  Holger Scheel,et al.  Undesirable outputs in efficiency valuations , 2001, Eur. J. Oper. Res..

[19]  Anshuman Khare,et al.  Aviation Industry: Mitigating Climate Change Impacts through Technology and Policy , 2010 .

[20]  Harald Dyckhoff,et al.  Measuring ecological efficiency with data envelopment analysis (DEA) , 2001, Eur. J. Oper. Res..

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

[22]  Rolf Färe,et al.  Production Frontiers: Introduction , 1993 .

[23]  F. Hernández-Sancho,et al.  Directional distance functions and environmental regulation , 2005 .

[24]  J. Bi,et al.  Eco-efficiency analysis of industrial system in China: A data envelopment analysis approach , 2008 .

[25]  Michael G. Pollitt,et al.  The necessity of distinguishing weak and strong disposability among undesirable outputs in DEA: Environmental performance of Chinese coal-fired power plants , 2010 .

[26]  Jan K. Brueckner,et al.  Airport Noise Regulation, Airline Service Quality, and Social Welfare , 2006, SSRN Electronic Journal.

[27]  Tae Hoon Oum,et al.  Air transport liberalization and airport slot allocation: The case of the Northeast Asian transport market , 2014 .

[28]  Sebastián Lozano,et al.  Slacks-based measure of efficiency of airports with airplanes delays as undesirable outputs , 2011, Comput. Oper. Res..

[29]  F. Hosseinzadeh Lotfi,et al.  Undesirable inputs and outputs in DEA models , 2005, Appl. Math. Comput..

[30]  Pekka Korhonen,et al.  Eco-efficiency Analysis of Power Plants , 2000 .

[31]  C. Lovell,et al.  Stochastic Frontier Analysis: Frontmatter , 2000 .

[32]  Rolf Färe,et al.  Directional distance functions and slacks-based measures of efficiency , 2010, Eur. J. Oper. Res..

[33]  Rolf Färe,et al.  Environmental production functions and environmental directional distance functions , 2007 .

[34]  W. B. Liu,et al.  DEA models with undesirable inputs and outputs , 2010, Ann. Oper. Res..

[35]  P. Rietveld,et al.  The environmental implications of airlines' choice of aircraft size , 2010 .

[36]  Philippe A. Bonnefoy,et al.  Air transportation in a carbon constrained world: Long-term dynamics of policies and strategies for mitigating the carbon footprint of commercial aviation , 2011 .

[37]  Boaz Golany,et al.  Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions , 1985 .

[38]  Kaoru Tone,et al.  A slacks-based measure of super-efficiency in data envelopment analysis , 2001, Eur. J. Oper. Res..

[39]  Juan Aparicio,et al.  BAM: a bounded adjusted measure of efficiency for use with bounded additive models , 2011 .

[40]  Ming-Miin Yu,et al.  Measuring physical efficiency of domestic airports in Taiwan with undesirable outputs and environmental factors , 2004 .

[41]  W. Cooper,et al.  RAM: A Range Adjusted Measure of Inefficiency for Use with Additive Models, and Relations to Other Models and Measures in DEA , 1999 .

[42]  Nicole Adler,et al.  Aircraft trip cost parameters: A function of stage length and seat capacity , 2006 .

[43]  Jos Dings External costs of aviation , 2002 .

[44]  Lawrence M. Seiford,et al.  Modeling undesirable factors in efficiency evaluation , 2002, Eur. J. Oper. Res..

[45]  S. Baughcum,et al.  Scheduled civil aircraft emission inventories for 1992: Database development and analysis , 1996 .

[46]  Joseph Sarkis,et al.  ECOEFFICIENCY MEASUREMENT USING DATA ENVELOPMENT ANALYSIS: RESEARCH AND PRACTITIONER ISSUES , 2004 .

[47]  Kaoru Tone,et al.  A slacks-based measure of efficiency in data envelopment analysis , 1997, Eur. J. Oper. Res..

[48]  Peng Zhou,et al.  A survey of data envelopment analysis in energy and environmental studies , 2008, Eur. J. Oper. Res..

[49]  G. Debreu The Coefficient of Resource Utilization , 1951 .

[50]  Joe Zhu,et al.  Modeling data irregularities and structural complexities in data envelopment analysis , 2007 .

[51]  J. E. Green,et al.  The potential for reducing the impact of aviation on climate , 2009, Technol. Anal. Strateg. Manag..

[52]  Osman Zaim,et al.  The role of international trade on environmental efficiency: a DEA approach , 2001 .

[53]  R. Doganis Flying Off Course: The Economics of International Airlines , 1985 .

[54]  M. Farrell The Measurement of Productive Efficiency , 1957 .

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