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The spoke–hub distribution paradigm (also known as the hub-and-spoke system) is a form of transport topology optimization in which traffic planners organize routes as a series of " spokes" that connect outlying points to a central "hub". Simple forms of this distribution/connection model contrast with
point-to-point transit Point-to-point transit is a transportation system in which a plane, bus, or train travels directly to a destination, rather than going through a central Transport hub, hub. This differs from the spoke-hub distribution paradigm in which the transp ...
systems, in which each point has a direct route to every other point, and which modeled the principal method of transporting passengers and freight until the 1970s.
Delta Air Lines Delta Air Lines, Inc. is a Major airlines of the United States, major airline in the United States headquartered in Atlanta, Georgia (U.S. state), Georgia, operating nine hubs, with Hartsfield–Jackson Atlanta International Airport being its ...
pioneered the spoke–hub distribution model in 1955. In the late 1970s the
telecommunications Telecommunication, often used in its plural form or abbreviated as telecom, is the transmission of information over a distance using electronic means, typically through cables, radio waves, or other communication technologies. These means of ...
and
information technology Information technology (IT) is a set of related fields within information and communications technology (ICT), that encompass computer systems, software, programming languages, data processing, data and information processing, and storage. Inf ...
sector subsequently adopted this distribution topology, dubbing it the
star network A star network is an implementation of a spoke–hub distribution paradigm in computer networks. In a star network, every host is connected to a central hub. In its simplest form, one central hub acts as a conduit to transmit messages. The ...
network topology. "Hubbing" involves "the arrangement of a transportation network as a hub-and-spoke model".


Commercial aviation

In 1955, Delta Air Lines pioneered the hub-and-spoke system at its hub in
Atlanta Atlanta ( ) is the List of capitals in the United States, capital and List of municipalities in Georgia (U.S. state), most populous city in the U.S. state of Georgia (U.S. state), Georgia. It is the county seat, seat of Fulton County, Georg ...
,
Georgia Georgia most commonly refers to: * Georgia (country), a country in the South Caucasus * Georgia (U.S. state), a state in the southeastern United States Georgia may also refer to: People and fictional characters * Georgia (name), a list of pe ...
, in an effort to compete with
Eastern Air Lines Eastern Air Lines (also colloquially known as Eastern) was a major airline in the United States that operated from 1926 to 1991. Before its dissolution, it was headquartered at Miami International Airport in an unincorporated area of Miami-Dade ...
. In the mid-1970s
FedEx FedEx Corporation, originally known as Federal Express Corporation, is an American Multinational corporation, multinational Conglomerate (company), conglomerate holding company specializing in Package delivery, transportation, e-commerce, and ...
adopted the hub-and-spoke model for overnight package delivery. After the airline industry was
deregulated Deregulation is the process of removing or reducing state regulations, typically in the economic sphere. It is the repeal of governmental Economic regulation, regulation of the economy. It became common in advanced industrial economies in the 19 ...
in 1978, several other airlines adopted Delta's hub-and-spoke paradigm. Airlines have extended the hub-and-spoke model in various ways. One method is to create additional hubs on a regional basis and to create major routes between them. That reduces the need to travel long distances between nodes near one another. Another method is to use focus cities to implement point-to-point service for high-traffic routes and to bypass the hub entirely.


Transportation

The spoke–hub model is applicable to other forms of transportation as well: * Sea transport in which
feeder ship Feeder vessels or feeder ships are medium-size freight Ship, ships. In general, a feeder means a seagoing vessel with an average capacity of . Feeders collect Intermodal container, shipping containers from different ports and transport them to cen ...
s transport shipping containers from different ports to a central container terminal to be loaded onto larger vessels. *
Cargo airline Cargo airlines (or air freight carriers, and derivatives of these names) are airlines mainly dedicated to the transport of air cargo, cargo by air. Some cargo airlines are divisions or subsidiaries of larger passenger airlines. In 2018, airli ...
s: most
UPS Airlines UPS Airlines is a major American cargo airline based in Louisville, Kentucky, US. One of the largest cargo airlines worldwide World's largest airlines#Scheduled freight tonne-kilometers (millions), in terms of freight volume flown, UPS Airlines f ...
flights travel through its Worldport at
Louisville International Airport Louisville Muhammad Ali International Airport — also known by its former official names as Standiford Field and Louisville International Airport — is a civil-military airport in Louisville in Jefferson County, Kentucky. The airport was ...
, and many
FedEx Express FedEx Express is a major American cargo airline based in Memphis, Tennessee, United States. As of 2023, it is the world's List of largest airlines, largest cargo airline in terms of fleet size and freight tons flown. It is the namesake and leadi ...
parcels are processed at its "SuperHub" at Memphis International Airport. * Freight rail transport in which cargo is hauled to a central exchange terminal. At the terminal, shipping containers are loaded from one freight car to another, and classification yards (marshalling yards) are used to sort freight cars into trains and divide them according to varying destinations. Intermodal freight is often loaded from one mode to another at central hubs. *
Public transit Public transport (also known as public transit, mass transit, or simply transit) are forms of transport available to the general public. It typically uses a fixed schedule, route and charges a fixed fare. There is no rigid definition of wh ...
uses various
transport hub A transport hub is a place where passengers and cargo are exchanged between vehicles and/or between mode of transport, transport modes. Public transport hubs include train station, railway stations, metro station, rapid transit stations, bus ...
s to allow passengers to transfer between different lines or transportation modes. Often those hubs are intermodal linking buses, trams, local trains, subways and so on. For passenger
road transport Road transport or road transportation is a type of transport using roads. Transport on roads can be roughly grouped into the transportation of goods and transportation of people. In many countries licensing requirements and safety regulations e ...
, the spoke–hub model does not apply because drivers generally take the shortest or fastest route between two points. However, the road network as a whole likewise contains higher order roads like limited access highways and more local roads with most trips starting and ending at the latter but spending most of the distance on the former.


Industrial distribution

The hub-and-spoke model has also been used in economic geography theory to classify a particular type of industrial district. Economic geographer Ann Markusen theorized about industrial districts, with a number of key industrial firms and facilities acting as a hub, with associated businesses and suppliers benefiting from their presence and arranged around them like the spokes of a wheel. The chief characteristic of such hub-and-spoke industrial districts is the importance of one or more large companies, usually in one industrial sector, surrounded by smaller, associated businesses. Examples of cities with such districts include
Seattle Seattle ( ) is the most populous city in the U.S. state of Washington and in the Pacific Northwest region of North America. With a population of 780,995 in 2024, it is the 18th-most populous city in the United States. The city is the cou ...
(where
Boeing The Boeing Company, or simply Boeing (), is an American multinational corporation that designs, manufactures, and sells airplanes, rotorcraft, rockets, satellites, and missiles worldwide. The company also provides leasing and product support s ...
was founded),
Silicon Valley Silicon Valley is a region in Northern California that is a global center for high technology and innovation. Located in the southern part of the San Francisco Bay Area, it corresponds roughly to the geographical area of the Santa Clara Valley ...
(a high tech hub), and
Toyota City , formerly known as Koromo, is a Cities of Japan, city in Aichi Prefecture, Japan. , the city had an estimated population of 426,162 and a population density of 464 people per km2. The total area was . It is located about 50 minutes from Nagoya ...
, with
Toyota is a Japanese Multinational corporation, multinational Automotive industry, automotive manufacturer headquartered in Toyota City, Aichi, Japan. It was founded by Kiichiro Toyoda and incorporated on August 28, 1937. Toyota is the List of manuf ...
.


East Asian relations

In the context of East Asian geopolitics,
Victor Cha Victor D. Cha (, born 1960) is an American political scientist currently serving as president of the Geopolitics and Foreign Policy Department and Korea Chair at the Center for Strategic and International Studies (CSIS). He is a former Director ...
says the hub-and-spokes paradigm refers to the network of alliances the United States has built individually with other East Asian countries. The 1951
Security Treaty Between the United States and Japan The was a treaty signed on 8 September 1951 in San Francisco, California by representatives of the United States and Japan, in conjunction with the Treaty of San Francisco that ended World War II in Asia. The treaty was imposed on Japan by the ...
, the 1953 U.S.–South Korea Status of Forces Agreement and the 1954 Mutual Defense Treaty between the United States and the Republic of China (later replaced by the
Taiwan Relations Act The Taiwan Relations Act (TRA; ) is an Act of Congress, act of the United States Congress. Since the Joint Communiqué on the Establishment of Diplomatic Relations, formal recognition of the China, People's Republic of China, the Act has defined ...
) are some examples of such bilateral security relationships. The system creates a bilateral security architecture in East Asia that is different from the multilateral security architecture in Europe. The US acts as a "hub", and Asian countries like
South Korea South Korea, officially the Republic of Korea (ROK), is a country in East Asia. It constitutes the southern half of the Korea, Korean Peninsula and borders North Korea along the Korean Demilitarized Zone, with the Yellow Sea to the west and t ...
and
Japan Japan is an island country in East Asia. Located in the Pacific Ocean off the northeast coast of the Asia, Asian mainland, it is bordered on the west by the Sea of Japan and extends from the Sea of Okhotsk in the north to the East China Sea ...
are its "spokes". There is a strong connection between the hub and the spoke, but weak or no connections between the spokes themselves. In April 2014, all ten
ASEAN The Association of Southeast Asian Nations, commonly abbreviated as ASEAN, is a regional grouping of 10 states in Southeast Asia "that aims to promote economic and security cooperation among its ten members." Together, its member states r ...
defense chiefs and
United States Secretary of Defense The United States secretary of defense (acronym: SecDef) is the head of the United States Department of Defense (DoD), the United States federal executive departments, executive department of the United States Armed Forces, U.S. Armed Forces, a ...
Chuck Hagel Charles Timothy Hagel ( ; born October 4, 1946)Hub and spokes architecture * Hubs and nodes *
Roundabout A roundabout, a rotary and a traffic circle are types of circular intersection or junction in which road traffic is permitted to flow in one direction around a central island, and priority is typically given to traffic already in the junct ...
(traffic circle) *
Foreign policy of the United States The officially stated goals of the foreign policy of the United States of America, including all the bureaus and offices in the United States Department of State, as mentioned in the ''Foreign Policy Agenda'' of the Department of State, are ...
for an example of international coordination through a third country. * Ville Radieuse * Highway dimension


References


Further reading

* Badcock, B. A., 2002, ''Making Sense of Cities: A Geographical Survey'', London: Arnold, pp. 63–94. * Lawrence, H., 2004, "Aviation and the Role of Government", London: Kendall Hunt, pp. 227–230. * {{DEFAULTSORT:Spoke-hub distribution paradigm Freight transport Civil aviation