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[email protected] Geneva, May 2011 The demand and supply of The demand and supply of international transport international transport services: services: The relationships between The relationships between trade, transport costs trade, transport costs and effective access to and effective access to global markets global markets

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Page 1: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

[email protected]

Geneva, May 2011

The demand and supply of The demand and supply of international transport services: international transport services: The relationships between trade, The relationships between trade, transport costs and effective access to transport costs and effective access to global marketsglobal markets

Page 2: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TransportTransportcostscosts

TradeTrade

TransportTransportServicesServices

Page 3: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

More income to finance trade facilitation

-> Better trade facilitation-> More Trade-> More income to finance

trade facilitation

Ang

ola

Page 4: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Lower Transport Costs-> More trade-> Economies of scale-> Lower Transport

Costs

Page 5: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Better services-> More trade-> More income to

finance infrastructure-> Better services

Suez

Can

al

Page 6: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

More trade-> More shipping supply-> More competition-> lower freights-> More trade

Page 7: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

The challenge:The challenge:

• Avoid a vicious circle, where high transport costs and low service levels discourage trade, which will further endear transport and reduce connectivity…

• Instead: Initiate a virtuous circle

Page 8: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Transport CostsConnectivityTrade

Geneva, May [email protected]

Page 9: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Transport CostsConnectivityTrade

Geneva, May [email protected]

Page 10: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Trends in transport costsTrends in transport costs

Page 11: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Trends in transport costsTrends in transport costs

Page 12: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Freight rates in January 2011Freight rates in January 201140’ container from Dalian to • DUBAI 1300 • COLOMBO 1600 • B.ABBAS 1400• CALCUTTA 2000• KARACHI 1600 • UM QUASER 2600 • PORT SUDAN 2500• ANTWERP 2500• TEMA 3500• SANTOS 3600• VALPARAISO 3600

Source: [email protected]

Page 13: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Freight costs in percent of imports

0

5

10

15

20

25

30

35

1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005

Haiti

Jamaica

Mexico

Chile

Argentina

Antigua and Barbuda

Source: UNCTAD

Freight costs Freight costs for for countriescountries

Page 14: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

0%

5%

10%

15%

20%

25%

30%

35%

40%

45%

50%

Per cent of goods' market price

Jute from Bangladesh 12.1% 19.8% 21.2% 44.2%

Tea from Sri Lanka 9.5% 9.9% 10.0% 13.4%

Coffee from Colombia 4.2% 3.3% 6.8% 2.5%

Coca beans from Ghana 2.4% 2.7% 6.7% 3.5%

1970 1980 1990 2007

Freight as % of Freight as % of commoditiescommodities value value

UNCTAD, Review of Maritime Transport

Page 15: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

15Source: OECD (Jane Korinek), data for 2007; selected countries (mostly OECD members)

Page 16: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TransportTransportcostscosts

TradeTradeVolumesVolumes

TransportTransportServicesServices?

Page 17: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods5) Competition6) Port characteristics

Page 18: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods5) Competition6) Port characteristics

Page 19: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

y = 0.6206x + 1019.9

R2 = 0.2058

0

500

1,000

1,500

2,000

2,500

3,000

3,500

0 500 1,000 1,500 2,000 2,500

Distance

Frei

ght r

ate

Freight rates and Freight rates and DistanceDistance in the Caribbean in the Caribbean

UNCTAD Transport Newsletter, 1st Quarter 2007

Page 20: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale

3) Imbalances

4) Type & value of goods5) Competition6) Port characteristics

Page 21: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Feb 2008 costsFeb 2008 costs 11001100TEUTEU

42504250TEUTEU

87508750TEUTEU

13000TEU

Construction costs million USD

28 77 135 167

Construction costsUSD per TEU

25 000 18 117 15 430 12 850

Crew 15 to 17 15 to 17 15 to 17 15 to 17

Source: Dynamar, 2008, via Antonio Zuidwijk

Page 22: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

22

• http://www.youtube.com/watch?v=fxFs5LpDsQU&NR=1

Page 23: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Economies of ScaleEconomies of Scale

CRS, 25 April 2010

Page 24: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Port operationsPort operations

• 12 US$ per move savings with global operatorsDrewry

Page 25: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods5) Competition6) Port characteristics

Page 26: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

ImbalancesImbalances

CI-Online 10 May 2010

Page 27: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods

5) Competition6) Port characteristics

Page 28: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Merchandize type and valueMerchandize type and value

• Increase the value by 1% implies an increase of transport and insurance costs by around 0.3 – 0.4%

Page 29: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods5) Competition

6) Port characteristics

Page 30: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

y = 1814.9e-0.0671x

R2 = 0.4348

0

500

1'000

1'500

2'000

2'500

3'000

3'500

0 2 4 6 8 10 12 14 16 18 20

Number of Carriers providing direct services

Frei

ght r

ate

Source: Hoffmann, Wilmsmeier, IAME 2007

Competition between carriersCompetition between carriersCase study CaribbeanCase study Caribbean

Page 31: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Competition between carriersCompetition between carriersCase study CaribbeanCase study Caribbean

• If the company itself has no direct service (i.e. it only has a service with transshipment): This company’s freight rate + $650

• If other, competing, companies do provide a direct service: This companies freight rate - $425

Page 32: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Differences in maritime freights depend on…Differences in maritime freights depend on…

1) Distances2) Economies of scale3) Imbalances

4) Type & value of goods5) Competition6) Port characteristics

Page 33: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Port reformPort reform• Difference between

“best” and “worst” case in Latin America: 25% of worst case

Page 34: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Port reformPort reform

Wilmsmeier, Hoffmann, Sanchez, in: Porteconomics, 2006

Page 35: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Better Better port infrastructureport infrastructure reduces maritime transport costsreduces maritime transport costs

Port reformPort reform

Page 36: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Port reformPort reform

Better (perceived)Better (perceived) port efficiencyport efficiency reduces maritime transport costsreduces maritime transport costs

Page 37: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Port reformPort reform

Better Better general transport infrastructuregeneral transport infrastructure does NOT reduce maritime transport costsdoes NOT reduce maritime transport costs

Page 38: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Port privatizationPort privatization in the EXPORTING country in the EXPORTING country reduces maritime transport costsreduces maritime transport costs

Port reformPort reform

Page 39: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Trade facilitationTrade facilitation in the IMPORTING country in the IMPORTING country reduces maritime transport costsreduces maritime transport costs

Port reformPort reform

Page 40: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Dependent variable: maritime transport costs per tonne of containerizable cargo

Better Better connectivityconnectivity between ports/ between ports/ more competition among carriersmore competition among carriersreduces maritime transport costsreduces maritime transport costs

Port reformPort reform

Page 41: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

To sum up: To sum up: Differences in maritime freights depend on…Differences in maritime freights depend on…• Distances• Type & value of

goods• Imbalances

• Competition• Economies of

scale• Port

characteristics

Page 42: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TransportTransportcostscosts

TradeTradeVolumesVolumes

TransportTransportServicesServices

?

Page 43: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Transport Costs ConnectivityTrade

Geneva, May [email protected]

Page 44: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Trade grows faster than GDPTrade grows faster than GDP

Source: JH based on data from UNCTAD and from WTO

Page 45: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Elasticity Trade/GDPElasticity Trade/GDP

Source: UNCTAD

GDP

Exports

-15

-10

-5

0

5

10

15

1971 72 73 74 75 76 77 78 79

1980 81 82 83 84 85 86 87 88 89

1990 91 92 93 94 95 96 97 98 99

2000 01 02 03 04 05 06 07 08 09

2010

per cent annual growth

Exports = 2.5 GDP - 3

Page 46: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

For a country’s GDP to grow, e.g., 5% For a country’s GDP to grow, e.g., 5% trade “needs” to grow 7 – 12% trade “needs” to grow 7 – 12%

Comercio crece 2Comercio crece 2--3 veces 3 veces mmáás rs ráápido que PGBpido que PGB

Source: JH based on data from UNCTAD and from WTO

Comercio crece 2Comercio crece 2--3 veces 3 veces mmáás rs ráápido que PGBpido que PGB

Source: JH based on data from UNCTAD and from WTO

Trade grows 2Trade grows 2--3 times 3 times faster than GDPfaster than GDP

Source: J H based on data from UNCTAD and from WTO

Page 47: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Elasticity containers/TradeElasticity containers/Trade

Page 48: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

GuayaquilGuayaquilContainerizationContainerization… … HamburgHamburg

Page 49: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Tierra del Fuego in ChileTierra del Fuego in Chile

Page 50: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … the world’s driest desertthe world’s driest desert

Page 51: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … GuayaquilGuayaquil

Page 52: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

……BeirutBeirut

Page 53: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … LuandaLuanda

Page 54: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

LimaLima

Page 55: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … Bandar AbasBandar Abas

Page 56: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … FranceFrance

Page 57: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

……Suez CanalSuez Canal

Page 58: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

……Panama CanalPanama Canal

Page 59: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Anyhow: e.g. intermodal Anyhow: e.g. intermodal connections in Mexicoconnections in Mexico

Page 60: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … Mekong RiverMekong River

Page 61: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

… … LahoreLahore

Page 62: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Anything: UN cargo in Tanzania

Page 63: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Anything: Anything: e.g. port library in Rio de Janeiroe.g. port library in Rio de Janeiro

Page 64: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Anything: Anything: e.g. shopping in Kabule.g. shopping in Kabul

Page 65: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Containerization of trade, and access Containerization of trade, and access to containerized transport services to containerized transport services

are important determinants of are important determinants of countries’ trade competitivenesscountries’ trade competitiveness

How can we measure this?

Page 66: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

““Maritime connectivity”Maritime connectivity”

UNCTAD’s “Liner Shipping Connectivity Index” (LSCI): An indicator for the supply of liner shipping services

Components:

• Ships • TEU capacity• Shipping companies• Services• Maximum ship sizes

Page 67: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

BarbadosBarbados

www.ci-online.co.uk

Page 68: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TrendsTrends Maximum vessel size

TEU

Vessels

Services

Companies

70

80

90

100

110

120

130

140

150

160

170

2004 2005 2006 2007 2008 2009 2010

Page 69: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

We have reached a peak We have reached a peak

Until very recently:• In spite of the (global) process

of concentration, the number of companies providing (local) services increased due to the expansion of global players into (so far) new markets

Page 70: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

We have reached a peak We have reached a peak Today:• As global players are (now)

covering all regions of the world, mergers among them (start to) lead to a reduction of competition on individual routes.

Page 71: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TrendsTrends“The long term picture as regards the global liner shipping network appears to be mixed. On the positive side, larger ships and a higher total TEU carrying capacity can cater for the growing global trade in manufactured goods, and economies of scale help to reduce costs. On the other hand, the larger ships also pose a challenge to smaller ports as regards the necessary investments in infrastructure. The network as such is not expanding in terms of companies or services. The trend seems to be towards lower costs but also towards less choice for shippers.”

Page 72: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Direct connectivity?Direct connectivity?Out of 162 x 161 pairs of countries: How many are connected by direct

services?

Source: UNCTAD , based on data from Containerization International

Page 73: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

What can we do with this dataWhat can we do with this data Observe trends in the shipping network,

levels of competition, and individual countries’ access to liner shipping services.

Use the data as explanatory variable in gravity models

Use the data as explanatory variable for other models about transport costs and trade competitiveness

Try to explain the data, i.e. what are the determinants of “connectivity” (development, trade volumes, geography, port efficiency…)

Page 74: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

““A comparison of the LPI and the LSCI”A comparison of the LPI and the LSCI”

Page 75: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Partial correlation coefficientsPartial correlation coefficients

Page 76: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Causalities?Causalities?• Better perceived logistics

performance-> more attractive for carriers -> higher LSCI

• Better liner shipping connectivity-> better services -> higher LPI

• More trade-> higher LSCI + LPI-> More trade

Page 77: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TransportTransportcostscosts

TradeTradeVolumesVolumes

TransportTransportServicesServices

?

Page 78: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Determinants of maritime connectivityDeterminants of maritime connectivity

• Trade volumes (+)

• Distance (-)

• GDP per capita in exporting country (+)

• Port infrastructure (+)

Page 79: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Transport Costs Connectivity Trade

Geneva, May [email protected]

Page 80: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

TransportTransportcostscosts

TradeTrade

TransportTransportServicesServices

?

Page 81: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Gravity modelGravity model

• Participation of country B in global imports is the basic determinant of the share of country A’s exports that are destined for country B.

• Neighbouring countries can be expected to trade more with each other than those that are not neighbours.

Page 82: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Gravity model – what about distance?Gravity model – what about distance?

• Distance / trade: negative correlation (as expected)• But: the parameter for distance is not statistically

significant if other variables are incorporated that capture the supply of shipping services and transport costs.

• Instead of distance: – number of liner shipping companies that provide direct

services between a pair of countries.– Existence of direct liner shipping services.– Increase of the freight rate per TEU (twenty foot

equivalent unit) by 1000 USD: Reduction of the share of country A’s exports to country B of almost half a percentage point.

Page 83: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and
Page 84: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

In Conclusion…In Conclusion…

Page 85: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

In Conclusion…In Conclusion…

Page 86: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

In Conclusion…In Conclusion…

Page 87: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

In Conclusion…In Conclusion…

Page 88: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

In Conclusion…In Conclusion…

What I wanted to do in this first lecture:

• Present research on transport costs• Sell our “Connectivity Index”• Invite cooperation in future research

Page 89: Jan.Hoffmann@UNCTAD.org Geneva, May 2011 The demand and supply of international transport services: The relationships between trade, transport costs and

Transport Costs Connectivity Trade

Geneva, May [email protected]