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The effects of road pricing - Feweb - Vrije Universiteit Amsterdam

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4.4 Stated choice experiment: theoretical framework...........................................64<br />

4.4.1 Discrete choice models................................................................................................................... 64<br />

4.4.2 Choice model specification ............................................................................................................ 65<br />

4.5 Estimation results <strong>of</strong> stated choice experiment (SCE) data ............................66<br />

4.5.1 <strong>The</strong> basic multinomial logit (MNL) model .................................................................................... 66<br />

4.5.2 Observed heterogeneity: multinomial logit model with a set <strong>of</strong> covariates.................................... 70<br />

4.6 Conclusions .....................................................................................................72<br />

Appendix 4A.................................................................................................................................................... 74<br />

Appendix 4B.................................................................................................................................................... 75<br />

Appendix 4C.................................................................................................................................................... 76<br />

Appendix 4D.................................................................................................................................................... 77<br />

Appendix 4E.................................................................................................................................................... 79<br />

Appendix 4F .................................................................................................................................................... 80<br />

CHAPTER 5...................................................................................................................81<br />

THE EFFECTS OF ROAD PRICING: SHORT-TERM RESPONSES AND CAR OWNERSHIP FROM A<br />

SURVEY AMONG CAR OWNERS .......................................................................................81<br />

5.1 Introduction.....................................................................................................81<br />

5.2 Data collection and survey description...........................................................81<br />

5.2.1 Data collection ............................................................................................................................... 81<br />

5.2.2 Survey ............................................................................................................................................ 82<br />

5.3 Effectiveness <strong>of</strong> different <strong>pricing</strong> regimes .......................................................84<br />

5.3.1 Measure 1: flat kilometre charge (3, 6 and 12 €cents) and different revenue use........................... 84<br />

5.3.2 Measure 2: kilometre charge with multi-step bottleneck toll (2A), and kilometre charge<br />

differentiated according to weight <strong>of</strong> the vehicle (2B)..................................................................................... 86<br />

5.3.3 Measure 3: peak and <strong>of</strong>f peak kilometre charge with different revenue use................................... 87<br />

5.3.4 Overview........................................................................................................................................ 88<br />

5.4 Statistical analysis on effectiveness <strong>of</strong> <strong>pricing</strong> measures................................90<br />

5.4.1 Methodology .................................................................................................................................. 90<br />

5.4.2 Results for measure 1: a kilometre charge (3, 6 and 12 €cents,) and different types <strong>of</strong> revenue use<br />

92<br />

5.4.3 Results for measure 2: a kilometre charge with multi-step bottleneck toll (2A), and a kilometre<br />

charge differentiated according to weight <strong>of</strong> the vehicle (2B) ......................................................................... 93<br />

5.4.4 Results for measure 3: a peak and <strong>of</strong>f-peak kilometre charge, with different revenue use............ 94<br />

5.5 Car ownership .................................................................................................95<br />

5.5.1 Survey ............................................................................................................................................ 96<br />

5.5.2 Results for measures 1, 2 and 3...................................................................................................... 96<br />

5.5.3 Results for measure 4: an increase <strong>of</strong> car ownership taxes and decrease <strong>of</strong> fuel costs ................... 98<br />

5.6 Conclusions ...................................................................................................100<br />

Appendix 5A.................................................................................................................................................. 103<br />

Appendix 5B.................................................................................................................................................. 104<br />

Appendix 5C.................................................................................................................................................. 105<br />

PART II: INSTITUTIONAL ASPECTS OF TRANSPORT PRICING ................107<br />

CHAPTER 6.................................................................................................................109<br />

AUCTIONING CONCESSIONS FOR PRIVATE ROADS.........................................................109<br />

6.1 Introduction...................................................................................................109<br />

6.2 Investment and <strong>pricing</strong> <strong>of</strong> infrastructure.......................................................109<br />

6.3 A modelling framework for evaluating auctions for private <strong>road</strong>s...............111<br />

6.3.1 Previous studies............................................................................................................................ 112<br />

6.3.2 Model formulation ....................................................................................................................... 113<br />

6.3.3 Numerical Example...................................................................................................................... 115<br />

6.3.4 Auction rules for governments..................................................................................................... 116<br />

6.3.5 Sensitivity analysis....................................................................................................................... 119<br />

6.4 Conclusions ...................................................................................................123<br />

Appendix 6A.................................................................................................................................................. 125<br />

Appendix 6B.................................................................................................................................................. 126<br />

Appendix 6C.................................................................................................................................................. 127<br />

Appendix 6D.................................................................................................................................................. 129<br />

iv

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