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VRIJE UNIVERSITEIT AMSTERDAM Differentiated I nfrastructure Charging: A Com parison of Theory and Practice Jasper Knockaert, Piet Rietveld Vrije Universiteit Amsterdam Christos Evangelinos, Bernhard Wieland Technische Universitt Dresden


  1. VRIJE UNIVERSITEIT AMSTERDAM Differentiated I nfrastructure Charging: A Com parison of Theory and Practice Jasper Knockaert, Piet Rietveld Vrije Universiteit Amsterdam Christos Evangelinos, Bernhard Wieland Technische Universität Dresden Infraday, TU Berlin 8 - 10 October 2009

  2. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Basic Research Question: A look at the differentiation of existing infrastructure charges in Europe – I n how far does actual practice correspond to econom ic theory? – Cases from EU-Project DIFFERENT, 2006-2008, 6th Framework Programme – Practice differs from theory – In which respect and how much? – How can the existing degree of differentiation be explained? – Are there systematic patterns? – Formulation and „testing“ of hypotheses possible Normative economic theory ▪ Positive economic theory ▪ 2

  3. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos 2 7 Case studies: – Airlines (5) – Shipping (8) – Railways (4) – Road Haulage (4) – Private Cars (6) Area covered: – Whole of the EU – Switzerland – Norway Methodology: – Factsheets – „Delphi“ Study (for the „positive theory aspect“) 3

  4. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Dim ensions of Price Differentiation Observed in the Case Studies: – Type of Vehicle – Type of User – Size of Vehicle – Time of Travel – Type of Infrastructure – Cargo Type – Place, Location of Link – Activity Level (mainly relevant for Ports) – Load Factor – Type of Fuel – Other 4

  5. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Differentiation 18 car drivers road haulage 16 railways shipping 14 airlines 12 number of cases 10 8 6 4 2 0 type of vehicle type of user size of vehicle time type of infrastructure cargo type other place, location of link activity level load factor type of fuel 5

  6. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos A Measure for the Degree of Differentiation of a given price structure: An intuitive first attem pt : Count the number of dimensions Counterargument: Two given price structures A and B may have the same amount of dimensions but A may be much more differentiated within one or more of these dimensions 6

  7. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Our ow n attem pt : 1 st step: Price Differentiation along dim ension num ber i : D i = 1-1/n with n = number of price levels, n > 0 2 nd step: Degree of Differentiation of price-structure A: DP A = ∑ D i Properties ( 1 st step) : – Two well defined extreme points (zero, unity) – Concave („the first additional price level adds more to differentiation than the 999th“) – Conforms to: Half of welfare maximum reached already with two price levels (Arnott, de Palma, Lindsey, 1993) 7

  8. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos D i 1 n 2 8

  9. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Obvious criticism : Implicit assumptions: – Dimensions equally „important“ – No correlation between dimensions – Why not one of the existing measures (Shannon-Entropy, Gini, etc.)? A further criticism – Looking at Differentiation in the sense defined may be misleading: – How to Control for Differences in the „Degree of Ambition“ of a Pricing Scheme (= the number of objectives being intended)? 9

  10. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Measure of „Degree of Am bition“ of a Pricing Schem e: Possible Objectives: – Economic Efficiency – Cost Coverage – Environmental Goals – Equity – Profits – Acceptability – Competitiveness – Safety – Legislative Requirements – Sustainability – Other 10

  11. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Degree of Ambition of a Pricing Scheme: Number of Objectives Inherent in a Pricing Scheme – Scale from 1-10 The following two Figures show a positive Trend between the two Measures of Differentiation and Ambition (as would be expected). – The First Figure Shows all Case Studies – The Second Figure omits all cases where the Influence of Interest Groups plays a role (as reported in the Fact Sheets) 11

  12. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Differentiation Ambition 7 6 5 differentiation 4 3 2 1 0 1 2 3 4 5 6 7 8 9 10 ambition airlines railways car drivers shipping road haulage 12

  13. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Optimal efficiency 7 6 5 differentiation 4 3 2 1 0 3 4 5 6 7 8 9 10 ambition airlines shipping road haulage car drivers 13

  14. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Name of Case Study Case Study Degree of Degree of Type Ambition Differentiation Port of Amsterdam shipping 6 6,6 Port of Hamburg shipping 7 5,1 Port of Gothenburg shipping 6 5,0 Lerwick - Shetland Islands shipping 5 4,4 Port of Valencia shipping 10 4,4 Port of Duisburg - (Duisport) shipping 4 3,5 France rail infra charge railways 8 3,0 Trondheim road charge car drivers 3 3,0 Scalloway, Shetland Islands shipping 5 3,0 Effects of differentiated charges at Airport Hamburg airlines 1 2,7 German Railways railways 4 2,4 Stockholm City car drivers 7 2,2 London City Centre car drivers 5 2,2 14

  15. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Name of Case Study Case Study Degree of Degree of Type Ambition Differentiation The German HGV Toll road haulage 4 2,2 Edinburgh road pricing car drivers 6 2,0 Brenner TEN-T (freight) road haulage 5 1,9 Brenner TEN-T (passenger) road haulage 5 1,8 Swiss Heavy Vehicle Fee (HVF) road haulage 3 1,7 Sullom Voe, Shetland Islands shipping 5 1,6 Ljubljana Airport Case Study airlines 3 1,2 Rail infrastructure charges in Austria railways 2 1,2 Spitsmijden car drivers 3 0,7 London airports airlines 3 Madrid Barajas Airport airlines 2 Rail infrastructure charges in Britain railways 2 Gran Canaria Airport airlines 2 Rome road pricing car drivers 1 15

  16. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Results: – Substantial differences among modes – Highest degree of differentiation and ambition in the port cases (why?) – Urban congestion schemes intermediate (Counterintuitive? Cognitive Burden!) – No difference between freight and passenger 16

  17. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Hypotheses ( Exam ples) : A. Normative Economic Theory A Confirmed Hypothesis: „When the costs of price differentiated charging mechanisms are high for the price setting agents, they will choose simple (cheaper charging mechanisms as second best strategies“ Not as trivial as it sounds! Correct for Degree of Ambition 17

  18. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Barriers 7 6 5 differentiation 4 3 2 1 0 1 2 3 4 5 6 7 8 9 10 ambition charging mechanism is a barrier 18 charging mechanism is not a barrier

  19. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Hypotheses ( ctd.) : A. Normative Economic Theory A Refuted Hypothesis: „In the case of equity oriented pricing policies, the level of acceptance of pricing increases with the degree of differentiation“ – The four cases with the highest acceptability occur at all levels of differentiation – Lower levels of acceptability correspond to lower levels of differentiation 19

  20. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Acceptability & Equity 7 6.5 6 5.5 5 differentiation 4.5 4 3.5 3 2.5 2 3 4 5 6 7 8 9 10 ambition 20 Unacceptable (2) in between (3) Acceptable (4)

  21. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Hypotheses ( Exam ples) : B. Positive Economic Theory Conjecture: „The degree of differentiation increases with increasing lobbying activity“ – Picture not quite clear – Too large range of differentiation 21

  22. VRIJE UNIVERSITEIT Jasper Knockaert Bernhard W ieland AMSTERDAM Piet Rietveld Christos Evangelinos Lobby 7 6 D e g r e e o f D i f f e r e n t i a t i o n 5 4 3 2 1 0 No Yes 22 L o b b y i n g A c t i v i t i e s

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