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PortEconomics
  • September 26th, 2025
PortEconomics
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    Investments and financing challenges of the EU’s port managing bodies; findings from a comprehensive survey

    Investments and financing challenges of the EU’s port managing bodies; findings from a comprehensive survey

    Evaluating customer satisfaction with clearing and forwarding agents:  Kuwait Shuwaikh Port

    Evaluating customer satisfaction with clearing and forwarding agents: Kuwait Shuwaikh Port

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    Digital technologies for efficient and resilient sea-land logistics

    Stakeholders’ attitudes toward container terminal automation

    Stakeholders’ attitudes toward container terminal automation

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    Toward green container liner shipping: joint optimization of heterogeneous fleet deployment, speed optimization, and fuel bunkering

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    Port reform: World Bank publishes the third edition of its port reform toolkit

    Port reform: World Bank publishes the third edition of its port reform toolkit

    When will we admit that maritime transport will not be decarbonised by 2050?

    When will we admit that maritime transport will not be decarbonised by 2050?

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    Digital technologies for efficient and resilient sea-land logistics

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    The World Ports Tracker in TOC Europe

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    Newly-upgraded IAPH World Ports Tracker identifies major sustainability and market trends

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    PhD posts in the area of ports and energy transition

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    PortEconomics members among best-performing scholars globally

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    Accessibility or connectivity: why is it correct to say that in the Caribbean the main logistics problem is connectivity?

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    Cruise Port-City Compass

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    Webinar: short sea shipping services in the southern Caribbean region

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    Portgraphic: fleet capacity (owned/chartered) of container shipping lines

    Portgraphic: fleet capacity (owned/chartered) of container shipping lines

    In a tight spot: American ports in global supply chains

    In a tight spot: American ports in global supply chains

    Cruise industry in 2025 at a glance

    Cruise industry in 2025 at a glance

    The box that makes the world go around: container terminals and global trade

    The box that makes the world go around: container terminals and global trade

    Antwerp-Bruges surpasses Rotterdam in Q1 2025: a structural shift or short-term fluctuation?

    Antwerp-Bruges surpasses Rotterdam in Q1 2025: a structural shift or short-term fluctuation?

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Big data vs small data: container port traffic and maritime connectivityContainers

Big data vs small data: container port traffic and maritime connectivity

May 30th, 2017 Containers, Featured, Viewpoints

Container ports and main maritime ranges of the Americas, 2015 (Jean-Paul Rodrigue)

READ ALSO

Port reform: World Bank publishes the third edition of its port reform toolkit
Port reform: World Bank publishes the third edition of its port reform toolkit
In a tight spot: American ports in global supply chains
In a tight spot: American ports in global supply chains
The box that makes the world go around: container terminals and global trade
The box that makes the world go around: container terminals and global trade
Portgraphic: fleet capacity (owned/chartered) of container shipping lines
Portgraphic: fleet capacity (owned/chartered) of container shipping lines

The 2030 Agenda for Sustainable Development (ASD), the Sustainable Development Goals (SDGs) and the Paris Climate Agreement have emphasized the need for all economic sectors, including maritime transport to monitor and measure performance and track progress towards the achievement of relevant economic, social and environmental targets.

Indicators measuring the performance of the maritime transport sector with multidimensional metrics spanning a range of factors (e.g. efficiency, cost-effectiveness, productivity, profitability, connectivity, access, social inclusiveness and environmental sustainability) are increasingly recognized as critical for maritime business and its users, as well as for governments and policy makers.

As developing key indicators depends heavily on the availability and the quality of data and statistics, addressing existing maritime transport data gaps requires investing in acquiring, compiling, making available and managing relevant data.

Against this background the UNCTAD secretariat conveyed an ad hoc expert meeting on “Measuring Shipping Connectivity and Performance: The Need for Statistics and Data“.

Among the experts that the meeting brought together was PortEconomics member Jean-Paul Rodrigue, who discussed the container traffic port data vs the small data and argues on the need to create to develop a global connectivity index. Jean-Paul initiates the discussion by distiguising big and small data.


Big Data

  • Massive quantities
  • Usually collected automatically by sensors
  • Collected in real time.
  • Happens ‘by accident’ as a by-
  • product of a digital footprint.
  • Ex-post usefulness

Small Data

  • Limited quantities
  • Collected semi-automatically (often human input)
  • Collection delayed by reporting systems (daily, monthly, quarterly, annually)
  • Purposefully collected (regulation, reporting, decision making)
  • Ex-ante usefulness

 

You can register and freely download Jean-Paul’s presentation by following the link.

Next article Latin America and the Caribbean: regional port throughput falls 0.9% in 2016
Previous article The social and economic value of commercial marine shipping to Canada

JeanPaul Rodrigue

Dr. Jean-Paul Rodrigue received a Ph.D. in Transport Geography from the Université de Montréal (1994) and has been at the Department of Economics & Geography at Hofstra University since 1999. In 2008, he became part of the Department of Global Studies and Geography. Dr. Rodrigue sits on the international editorial board of the Journal of Transport Geography, the Journal of Shipping and Trade and the Cahiers Scientifiques du Transport. He is a board member of the University Transportation Research Center, Region II of the City University of New York and is a lead member of the PortEconomics.eu initiative. Dr. Rodrigue is a member of the World Economic Forum Global Agenda Council on the Future of Manufacturing and a board member of the Canadian Transportation Research Forum as well as of the International Association of Maritime Economists. In 2013, the US Secretary of Transportation appointed Dr. Rodrigue to sit on the Advisory Board of the US Merchant Marine Academy. He is also the New York team leader for the MetroFreight project about city logistics. He regularly performs advisory and consulting assignments for international organizations and corporations.

Related Posts

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Investments and financing challenges of the EU’s port managing bodies; findings from a comprehensive survey European Port Policy

Investments and financing challenges of the EU’s port managing bodies; findings from a comprehensive survey

Port reform: World Bank publishes the third edition of its port reform toolkit European Port Policy

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Weekly Timeline
Sep 18th 3:40 PM
Thematic Area

Portgraphic: fleet capacity (owned/chartered) of container shipping lines

Sep 12th 3:48 PM
Thematic Area

Investments and financing challenges of the EU’s port managing bodies; findings from a comprehensive survey

Aug 12th 2:18 PM
Thematic Area

Port reform: World Bank publishes the third edition of its port reform toolkit

Jul 21st 11:51 AM
Thematic Area

Evaluating customer satisfaction with clearing and forwarding agents: Kuwait Shuwaikh Port

Jul 11th 1:40 PM
Category

When will we admit that maritime transport will not be decarbonised by 2050?

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