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GERMAN AIRPORT PERFORMANCE GERMAN AVIATION BENCHMARKING Small regional airport sustainability: Lessons from benchmarking JATM, 2013 Nicole Adler, Tolga Ülkü and Ekaterina Yazhemsky Hebrew University of Jerusalem, Israel. E-Mail: [email protected] Humboldt University of Berlin, Germany. E-Mail: [email protected] Hebrew University of Jerusalem, Israel. E-Mail: [email protected] Weblink for the Paper: http://www.sciencedirect.com/science/article/pii/S0969699713000689 DOI: http://dx.doi.org/10.1016/j.jairtraman.2013.06.007
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Page 1: GERMAN AIRPORT GERMAN AVIATION PERFORMANCE BENCHMARKING ... · PERFORMANCE GERMAN AVIATION BENCHMARKING Small regional airport sustainability: Lessons from benchmarking JATM, 2013

GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Small regional airport sustainability:

Lessons from benchmarkingJATM, 2013

Nicole Adler, Tolga Ülkü and Ekaterina Yazhemsky

Hebrew University of Jerusalem, Israel. E-Mail: [email protected]

Humboldt University of Berlin, Germany. E-Mail: [email protected]

Hebrew University of Jerusalem, Israel. E-Mail: [email protected]

Weblink for the Paper:

http://www.sciencedirect.com/science/article/pii/S0969699713000689

DOI:

http://dx.doi.org/10.1016/j.jairtraman.2013.06.007

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Page 2

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� break-even point

� second stage regression

• Conclusions

Outline

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Page 3

Outline

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� break-even point

� second stage regression

• Conclusions

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

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“An efficient airport provides important

economic catalysts that enable the local

and regional economy to thrive and

improve the quality of life in the region.”

(Oum et al., 2008)

Motivation

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GERMAN AIRPORTPERFORMANCE

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– Small and regional airports frequently suffer from:

• limited traffic

• fixed infrastructure requirements

• insufficient revenues to cover their costs

– Subsidize loss-making airports

1. Direct subsidies from local or federal government

2. Cross-subsidization

– Question: how should such airports be structured,

managed and financially supported in order to survive?

Motivation

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

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Regional accessibility and social development in Europe

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

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Motivation

(Source: EUROSTAT)*The EU, Croatia, Turkey, Iceland, Norway and Switzerland

• Small regional airports should not be

underestimated

� In Europe*, in 2007,340 out of 491 airports < 1,5 million PAX

• Airport benchmarking literature focuses on:

� Main large hubs� Country level

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• to estimate relative efficiencies of regional airports

across Europe

• to analyze efficiency changes over time

• to examine reasons for poor performance

• to provide recommendations to airport managers,

airport operators, civil aviation authorities and

governments

Aims of research

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

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Outline

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� break-even point

� second stage regression

• Conclusions

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Page 10

s, r S m, i S n, j λ

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▫ Slack-based (additive)

▫ Non-radial

▫ Non-oriented

▫ Non-discretionary variables

▫ Variable Returns to Scale

DEA model

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GERMAN AIRPORTPERFORMANCE

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Page 11

s, r S m, i S n, j λ

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▫ DMU specific ranges

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m, i xxL iioio ...,1=∀−=−

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DEA model

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GERMAN AIRPORTPERFORMANCE

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Determination of break-even point

Page 12

PAX

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Second stage regressions

Page 13

� OLS Regression

� Truncated Regression Robust results

� (Censored) Tobit Regression

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Outline

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� break-even point

� second stage regression

• Conclusions

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Regional and small airport dataset

85 airports from 6 countries:

• Austria, France, Germany, Italy, Norway and UK

• Between 3,000 - 1,600,000 passengers annually

• Time Period: 2002-2009

Page 15

(Avinor) (incl. HIAL)

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Inputs:

• labor costs

• other operating costs

• total runway length (ND)

Outputs:

• non-aeronautical revenues

• the number of passengers served (ND)

• commercial air traffic movements (ND)

• tons of cargo (ND)

16

Input and output variables

ND: Non-discretionary

Monetary values:

PPP and inflation

adjusted

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Outline

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� break-even point

� second stage regression

• Conclusions

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GERMAN AIRPORTPERFORMANCE

GERMAN AVIATIONBENCHMARKING

Percentage reductions / increases at

country and airport group levelCountry /

Airport GroupNumber

of Airports

Percentage Reduction in Staff Costs

Percentage Reduction in Other Operating

Costs

Percentage Reduction in Total Costs

Percentage Increase in Non-aviation

Revenues

Avinor 41 31% 56% 43% 23%HIAL 9 58% 74% 65% 134%UK 2 37% 28% 32% -

Group 52 36% 58% 46% 41%

Austria 1 36% 12% 24% -

France 22 47% 42% 45% 4%Germany 2 72% 41% 58% -Italy 5 43% 42% 43% 6%UK 3 59% 46% 52% 5%Standalone 33 49% 41% 46% 4%

Average 41% 51% 46% 27%

18

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Critical level of passenger throughput

101,015200,832 2002

166,233463,5492009

Break-even point

19

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Second stage regression

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Outline

• Motivation

• Methodologies

• Efficiency Measurement

� airport observations

� variables

• Results

� DEA

� Malmquist

� break-even point

� second stage regression

• Conclusions

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• Reduce costs & increase commercial revenues

� Potential for some airports even to achieve break-even point (144 out of 696 obs.)

• Operational costs increasing in Europe over decade

� Need to further analyze security management

• Airport groups are less efficient

� Individual management better utilizes resources according to regional needs

• Subsidies should be performance based� Improve incentives for productive efficiency

• Outsource all ground handling activities

• Need for continuous benchmarking

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Conclusions

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Thank you for your attention.

www.gap-projekt.de


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