Airport charges and marginal cost for Spanish airportsbefore the process of partial privatization
Soraya Hidalgo Valeriano Martínez Ramón Núñez-SánchezUniversidad de Cantabria
3rd Meeting in Transport Economics and InfrastructureUniversitat de Barcelona
January 18th, 2019
Ramón Núñez-Sánchez (UC) January 18th, 2019 1 / 16
Structure
Introduction
Pricing in Spanish airports for the period 2009-2014
Econometric speci�cation
Estimation and results
Conclusions and policy implications
Ramón Núñez-Sánchez (UC) January 18th, 2019 2 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.
Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulation
congestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricing
pricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:
aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:aircraft-weight (per-�ight) related charges
per passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).
Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Transport policies have had to face new challenges due to the rapidevolution of airport and airline sectors in the last years.Airport pricing is considered as one of the most relevant issues forpolicy makers and academia. Some relevant topics:
airport regulationcongestion pricingpricing of airport concession services
Traditionally, aeronautical airport charges can divided into:aircraft-weight (per-�ight) related chargesper passenger-related charges
According both theoretical and empirical literature, the structure ofaeronautical airport revenues is not neutral. Some examples:
Passenger-related charges can mitigate carrier frequency reductions atuncongested airports (Czerny et al., 2017).Existence of substitution e¤ects in the price setting of landing andterminal charges (Choo, 2014).
Ramón Núñez-Sánchez (UC) January 18th, 2019 3 / 16
Introduction
Our paper analyses marginal costs and aeronautical airport chargesfor the Spanish airports in a pre-privatization period (2009-2014).
�exible short-run cost function system to estimate marginal costs forpassengers and aircraft operations
Contribution to the literature:
use of maximum take-o¤ weight (MTOW) instead of air transportmovement (ATM) as output variablepassengers and aircraft operations are considered endogenous(Bottasso & Conti, 2017)
Ramón Núñez-Sánchez (UC) January 18th, 2019 4 / 16
Introduction
Our paper analyses marginal costs and aeronautical airport chargesfor the Spanish airports in a pre-privatization period (2009-2014).
�exible short-run cost function system to estimate marginal costs forpassengers and aircraft operations
Contribution to the literature:
use of maximum take-o¤ weight (MTOW) instead of air transportmovement (ATM) as output variablepassengers and aircraft operations are considered endogenous(Bottasso & Conti, 2017)
Ramón Núñez-Sánchez (UC) January 18th, 2019 4 / 16
Introduction
Our paper analyses marginal costs and aeronautical airport chargesfor the Spanish airports in a pre-privatization period (2009-2014).
�exible short-run cost function system to estimate marginal costs forpassengers and aircraft operations
Contribution to the literature:
use of maximum take-o¤ weight (MTOW) instead of air transportmovement (ATM) as output variablepassengers and aircraft operations are considered endogenous(Bottasso & Conti, 2017)
Ramón Núñez-Sánchez (UC) January 18th, 2019 4 / 16
Introduction
Our paper analyses marginal costs and aeronautical airport chargesfor the Spanish airports in a pre-privatization period (2009-2014).
�exible short-run cost function system to estimate marginal costs forpassengers and aircraft operations
Contribution to the literature:
use of maximum take-o¤ weight (MTOW) instead of air transportmovement (ATM) as output variable
passengers and aircraft operations are considered endogenous(Bottasso & Conti, 2017)
Ramón Núñez-Sánchez (UC) January 18th, 2019 4 / 16
Introduction
Our paper analyses marginal costs and aeronautical airport chargesfor the Spanish airports in a pre-privatization period (2009-2014).
�exible short-run cost function system to estimate marginal costs forpassengers and aircraft operations
Contribution to the literature:
use of maximum take-o¤ weight (MTOW) instead of air transportmovement (ATM) as output variablepassengers and aircraft operations are considered endogenous(Bottasso & Conti, 2017)
Ramón Núñez-Sánchez (UC) January 18th, 2019 4 / 16
Pricing in Spanish airports for the period 2009-2014
Group Airports
GROUP I Adolfo Suárez Madrid-Barajas (MAD); Barcelona-El Prat (BCN)GROUP II Alicante (ALC); Gran Canaria (LPA); Tenerife Sur (TFS);
Málaga-Costa del Sol (AGP); Palma de Mallorca (PMI)GROUP III Bilbao (BIO); Fuerteventura (FUE); Girona (GRO); Ibiza (IBZ);
Lanzarote (ACE); Menorca (MAH); Santiago (SCQ); Sevilla (SVQ);Tenerife Norte (TFN); Valencia (VLC)
GROUP IV Almería (LEI); Asturias (OVD); A Coruña (LCG); FGL Granada-Jaén (GRX);Jerez (XRY); La Palma (SPC); Murcia (MUV); Reus (REU);Santander (SDR); Vigo (VGO); Zaragoza (ZAZ)
GROUP V Albacete (ABC); Badajoz (BJZ); Burgos (RGS);Córdoba (ODB); El Hierro (VDE);Huesca-Pirineos (HSK); La Gomera (GMZ); León (LEN); Logroño (RJL);Melilla (MLN); Salamanca (SLM); San Sebastián (EAS); Pamplona (PNA);Vitoria (VIT); Valladolid (VLL)
Ramón Núñez-Sánchez (UC) January 18th, 2019 5 / 16
Pricing in Spanish airports for the period 2009-2014
Type of revenue Million euros Subtotal percentage Total percentageAeronautical revenues
Landing 509.53 34.1 22.3Aircraft parking 19.63 1.3 0.9Passenger service 629.91 42.1 27.5Passenger security 202.28 13.5 8.8
Cargo 10.52 0.7 0.5Other 123.37 8.3 5.3Subtotal 1,495.24 100 65.3
Non-aeronautical revenuesSubtotal 179.66 100 7.8
Commercial revenuesSubtotal 614 100 26.8TOTAL 2,289.03 100
Ramón Núñez-Sánchez (UC) January 18th, 2019 6 / 16
Econometric speci�cation
We consider a multiproduct translog variable cost function withvariables deviated from their geometric mean:
lnVC it = α0+J
∑j=1
αj lnwjit+M
∑m=1
βm lnQmit+12
J
∑j=1
J
∑k=1
γjk lnwjit lnwkit
+12
M
∑m=1
M
∑n=1
δmn lnQmit lnQnit+M
∑m=1
J
∑j=1
λmj lnQmit lnwjit
+θk ln kit+12
θkk (ln kit )2 +
J
∑j=1
θjk ln kit lnwjit
+M
∑m=1
θmk ln kit lnQmit+uit
Ramón Núñez-Sánchez (UC) January 18th, 2019 7 / 16
Econometric speci�cation
Then, variable cost elasticities for each output are obtained:
εVCmit =
βm +
M
∑n=1
δmn lnQnit +J
∑j=1
λmj lnwjit + θmk ln kit
!
Considering quasi-�xed input costs, a short-run total cost (STC ) canbe derived and their corresponding cost elasticities:
STCit = VCit + ritkit
εSTCmit = εVCmitVCitSTCit
Finally, short-run economies of capacity utilization (SrSE ) arecalculated:
SrSEit =VCit
∑m
∂VC∂Qm
Qmit=
1
∑m
εVCmit
Ramón Núñez-Sánchez (UC) January 18th, 2019 8 / 16
Econometric speci�cation
Then, variable cost elasticities for each output are obtained:
εVCmit =
βm +
M
∑n=1
δmn lnQnit +J
∑j=1
λmj lnwjit + θmk ln kit
!
Considering quasi-�xed input costs, a short-run total cost (STC ) canbe derived and their corresponding cost elasticities:
STCit = VCit + ritkit
εSTCmit = εVCmitVCitSTCit
Finally, short-run economies of capacity utilization (SrSE ) arecalculated:
SrSEit =VCit
∑m
∂VC∂Qm
Qmit=
1
∑m
εVCmit
Ramón Núñez-Sánchez (UC) January 18th, 2019 8 / 16
Econometric speci�cation
Then, variable cost elasticities for each output are obtained:
εVCmit =
βm +
M
∑n=1
δmn lnQnit +J
∑j=1
λmj lnwjit + θmk ln kit
!
Considering quasi-�xed input costs, a short-run total cost (STC ) canbe derived and their corresponding cost elasticities:
STCit = VCit + ritkit
εSTCmit = εVCmitVCitSTCit
Finally, short-run economies of capacity utilization (SrSE ) arecalculated:
SrSEit =VCit
∑m
∂VC∂Qm
Qmit=
1
∑m
εVCmit
Ramón Núñez-Sánchez (UC) January 18th, 2019 8 / 16
Estimation and results
Descriptive statistics of variablesVariable Units Mean Std. Dev. Min MaxVariable cost (vc) Mill. e (def2001) 38.65 73.81 2.08 422.93Passengers (pax) Passengers 5,527,134 9,661,990 6,912 4.99E+07Maximum take-o¤ weight (mtow) Tons 3,097,929 6,085,634 18,482 3.35E+07Terminal surface (K) Square meters 173.39 421.66 5.9 3020.87Labor price (pl) e (def2001) 37,674 3,949 32,380 48,683Intermediate consumption proces (pci) Index 126.6 11.1 96 131Non-aeronautical revenue share (percom) Percentage 27.7 6.1 6 48.6
Ramón Núñez-Sánchez (UC) January 18th, 2019 9 / 16
Estimation and results
First order coe¢ cients of the short-run variable cost functionSpeci�cation 1 Speci�cation 2 Speci�cation 3Coe¢ c. Coe¢ c. Coe¢ c.
cons 0.666 *** 1.059 *** 0.755 ***pl 0.423 *** 0.425 *** 0.425 ***pci 0.577 *** 0.575 *** 0.575 ***K 0 0.002 0.001pax 0.319 *** 0.297 *** 0.369 ***mtow 0.173 *** 0.125 ** 0.125 **g2 -0.606 *** -0.665 *** -0.582 ***g3 -0.985 *** -1.112 *** -0.924 ***g4 -1.111 *** -1.34 *** -1.039 ***g5 -1.155 *** -1.468 *** -1.065 ***percom 0.091 0.238 0.243t -0.031 *** -0.029 ***Time e¤. Yes No NoN 210 210 210
Ramón Núñez-Sánchez (UC) January 18th, 2019 10 / 16
Estimation and results
Estimates of short-run total cost elasticities and economies of capcityutilization
Estimated cost elasticity Economies ofpassengers mtow capcity ut.
1 0.373 *** 0.056 1.413 ***2 0.29 *** 0.156 ** 1.546 ***3 0.264 *** 0.128 *** 1.725 ***4 0.231 *** 0.1 ** 2.01 ***5 0.229 *** 0.076 2.664 ***
Insular 0.231 *** 0.159 *** 1.778 ***
Ramón Núñez-Sánchez (UC) January 18th, 2019 11 / 16
Estimation and results
0
5
10
15
20
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
GROUP 1
0
1
2
3
4
5
6
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
GROUP 2
0
1
2
3
4
5
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
GROUP 3
0
1
2
3
4
5
6
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
GROUP 4
0
5
10
15
20
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
GROUP 5
0
1
2
3
4
5
6
EUR
2009 2010 2011 2012 2013 2014
Pax MC Pax f ee
INSULAR
Figure: Evolution of per-passenger based airport charges and marginal costs
Ramón Núñez-Sánchez (UC) January 18th, 2019 12 / 16
Estimation and results
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
GROUP 1
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
GROUP 2
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
GROUP 3
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
GROUP 4
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
GROUP 5
0
2
4
6
8
EUR
2009 2010 2011 2012 2013 2014
Mt ow MC Mt ow f ee
INSULAR
Figure: Evolution of per-�ight based airport charges and marginal costs
Ramón Núñez-Sánchez (UC) January 18th, 2019 13 / 16
Conclusions
Most relevant �ndings:
Existence of non-neutral technological change for the period from2009 until 2014.
maybe related to institutional and regulatory changes with regard tothe di¤erent privatization proposals for the Spanish airport system.
Some degree of short-run capital disequilibrium motivated by theovercapitalization of Spanish airports.
Airport charges do not follow the evolution of marginal costs for thisperiod.
Aeronautical airport charges are set above the short-run marginal costswith the exception for the smallest airports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 14 / 16
Conclusions
Most relevant �ndings:
Existence of non-neutral technological change for the period from2009 until 2014.
maybe related to institutional and regulatory changes with regard tothe di¤erent privatization proposals for the Spanish airport system.
Some degree of short-run capital disequilibrium motivated by theovercapitalization of Spanish airports.
Airport charges do not follow the evolution of marginal costs for thisperiod.
Aeronautical airport charges are set above the short-run marginal costswith the exception for the smallest airports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 14 / 16
Conclusions
Most relevant �ndings:
Existence of non-neutral technological change for the period from2009 until 2014.
maybe related to institutional and regulatory changes with regard tothe di¤erent privatization proposals for the Spanish airport system.
Some degree of short-run capital disequilibrium motivated by theovercapitalization of Spanish airports.
Airport charges do not follow the evolution of marginal costs for thisperiod.
Aeronautical airport charges are set above the short-run marginal costswith the exception for the smallest airports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 14 / 16
Conclusions
Most relevant �ndings:
Existence of non-neutral technological change for the period from2009 until 2014.
maybe related to institutional and regulatory changes with regard tothe di¤erent privatization proposals for the Spanish airport system.
Some degree of short-run capital disequilibrium motivated by theovercapitalization of Spanish airports.
Airport charges do not follow the evolution of marginal costs for thisperiod.
Aeronautical airport charges are set above the short-run marginal costswith the exception for the smallest airports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 14 / 16
Conclusions
Most relevant �ndings:
Existence of non-neutral technological change for the period from2009 until 2014.
maybe related to institutional and regulatory changes with regard tothe di¤erent privatization proposals for the Spanish airport system.
Some degree of short-run capital disequilibrium motivated by theovercapitalization of Spanish airports.
Airport charges do not follow the evolution of marginal costs for thisperiod.
Aeronautical airport charges are set above the short-run marginal costswith the exception for the smallest airports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 14 / 16
Conclusions
Future lines of research:
Inclusion of commercial activities in the empirical analysis followingtwo-sided market literature.
Consider vertical relations between airlines and aiports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 15 / 16
Conclusions
Future lines of research:
Inclusion of commercial activities in the empirical analysis followingtwo-sided market literature.
Consider vertical relations between airlines and aiports.
Ramón Núñez-Sánchez (UC) January 18th, 2019 15 / 16
Moltes gràcies per la seva atenció
Ramón Núñez-Sánchez (UC) January 18th, 2019 16 / 16