Knowledge spillover is an exchange of ideas among individuals.
[Carlino, Gerald A. (2001) Business Review ]
Knowledge Spillovers: Cities' Role in the New Economy.
'' Q4 2001. Knowledge spillover is usually replaced by terminations of technology spillover, R&D spillover and/or
spillover (economics) when the concept is specific to technology management and innovation economics.
In
knowledge management
Knowledge management (KM) is the set of procedures for producing, disseminating, utilizing, and overseeing an organization's knowledge and data. It alludes to a multidisciplinary strategy that maximizes knowledge utilization to accomplish organ ...
economics
Economics () is a behavioral science that studies the Production (economics), production, distribution (economics), distribution, and Consumption (economics), consumption of goods and services.
Economics focuses on the behaviour and interac ...
, knowledge spillovers are
non-rival knowledge market costs incurred by a party not agreeing to assume the costs that has a
spillover effect of stimulating technological improvements in a neighbor through one's own innovation.
Such innovations often come from specialization within an industry.
A recent, general example of a knowledge spillover could be the collective growth associated with the
research and development
Research and development (R&D or R+D), known in some countries as OKB, experiment and design, is the set of innovative activities undertaken by corporations or governments in developing new services or products. R&D constitutes the first stage ...
of online
social networking tools like
Facebook
Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andre ...
,
YouTube
YouTube is an American social media and online video sharing platform owned by Google. YouTube was founded on February 14, 2005, by Steve Chen, Chad Hurley, and Jawed Karim who were three former employees of PayPal. Headquartered in ...
, and
Twitter
Twitter, officially known as X since 2023, is an American microblogging and social networking service. It is one of the world's largest social media platforms and one of the most-visited websites. Users can share short text messages, image ...
. Such tools have not only created a
positive feedback loop
Positive feedback (exacerbating feedback, self-reinforcing feedback) is a process that occurs in a feedback loop where the outcome of a process reinforces the inciting process to build momentum. As such, these forces can exacerbate the effects ...
, and a host of originally unintended benefits for their users, but have also created an explosion of new software, programming platforms, and conceptual breakthroughs that have perpetuated the development of the industry as a whole. The advent of online marketplaces, the utilization of user profiles, the widespread democratization of information, and the interconnectivity between tools within the industry have all been products of each tool's individual developments. These developments have since spread outside the industry into the mainstream media as news and entertainment firms have developed their own market feedback applications within the tools themselves, and their own versions of online networking tools (e.g.
CNN
Cable News Network (CNN) is a multinational news organization operating, most notably, a website and a TV channel headquartered in Atlanta. Founded in 1980 by American media proprietor Ted Turner and Reese Schonfeld as a 24-hour cable ne ...
’s
iReport).
There are two kinds of knowledge spillovers: internal and external. Internal knowledge spillover occurs if there is a positive impact of knowledge between individuals within an organization that produces goods and/or services.
An external knowledge spillover occurs when the positive impact of knowledge is between individuals outside of a production organization.
Marshall–Arrow–Romer (MAR) spillovers, Porter spillovers and Jacobs spillovers are three types of spillovers.
Conceptualizations
Marshall–Arrow–Romer
Marshall–Arrow–Romer (MAR) spillover has its origins in 1890, where the
English economist
Alfred Marshall
Alfred Marshall (26 July 1842 – 13 July 1924) was an English economist and one of the most influential economists of his time. His book ''Principles of Economics (Marshall), Principles of Economics'' (1890) was the dominant economic textboo ...
developed a theory of knowledge spillovers.
Knowledge spillovers later were extended by economists
Kenneth Arrow
Kenneth Joseph Arrow (August 23, 1921 – February 21, 2017) was an American economist, mathematician and political theorist. He received the John Bates Clark Medal in 1957, and the Nobel Memorial Prize in Economic Sciences in 1972, along with ...
(1962) and
Paul Romer
Paul Michael Romer (born November 6, 1955) is an American economist and policy entrepreneur who is a Seidner University Professor in Finance at Boston College. Romer is best known as the former Chief Economist of the World Bank and for co- ...
(1986). In 1992,
Edward Glaeser
Edward Ludwig Glaeser (born May 1, 1967) is an American economist who is currently the Fred and Eleanor Glimp Professor of Economics at Harvard University, where he is also the Chairman of the Department of Economics. He directs the Cities Researc ...
,
Hedi Kallal Hedi may refer to:
Geography
* Hedi language Afro-Asiatic language of Cameroon and Nigeria
*Hedi List of prisons in Shanxi province
*Hedi List of township-level divisions of Zhejiang
Film
* Hedi (film) People
* Hédi (given name), list of people ...
,
José Scheinkman
José Alexandre Scheinkman (born January 11, 1948) is a Brazilian-American economist, currently the Charles and Lynn Zhang Professor of Economics at Columbia University and the Theodore A. Wells '29 Professor of Economics Emeritus at Princeton Un ...
, and
Andrei Shleifer
Andrei Shleifer ( ; born February 20, 1961) is a Russian-American economist and Professor of Economics at Harvard University, where he has taught since 1991. Shleifer was awarded the biennial John Bates Clark Medal in 1999 for his seminal works ...
pulled together the
Marshall–
Arrow–
Romer views on knowledge spillovers and accordingly named the view MAR spillover in 1992.
[Glaeser et al.]
"Growth in Cities"
Journal of Political Economy, 1992 Vol. 100, No. 6
Under the Marshall–Arrow–Romer (MAR) spillover view, the proximity of firms within a
common
Common may refer to:
As an Irish surname, it is anglicised from Irish Gaelic surname Ó Comáin.
Places
* Common, a townland in County Tyrone, Northern Ireland
* Boston Common, a central public park in Boston, Massachusetts
* Cambridge Com ...
industry often affects how well knowledge travels among firms to facilitate innovation and growth.
The closer the firms are to one another, the greater the MAR spillover.
The exchange of ideas is largely from employee to employee, in that employees from different firms in an industry exchange ideas about new products and new ways to produce goods.
The opportunity to exchange ideas that lead to innovations key to new products and improved production methods.
Business parks
A business park or office park is a designated area of land in which many office buildings are grouped together. These types of developments are often located in suburban areas where land and building costs are more affordable, and are typically ...
are a good example of concentrated businesses that may benefit from MAR spillover.
Many
semiconductor firms intentionally located their research and development facilities in
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 ...
to take advantage of MAR spillover.
In addition, the
film industry
The film industry or motion picture industry comprises the technological and commercial institutions of filmmaking, i.e., film production company, production companies, film studios, cinematography, animation, film production, screenwriting, pre- ...
in
Los Angeles, California
Los Angeles, often referred to by its initials L.A., is the List of municipalities in California, most populous city in the U.S. state of California, and the commercial, Financial District, Los Angeles, financial, and Culture of Los Angeles, ...
and elsewhere relies on a geographic concentration of specialists (
directors,
producers,
scriptwriters, and
set designer
Scenic design, also known as stage design or set design, is the creation of scenery for theatrical productions including plays and musicals. The term can also be applied to film and television productions, where it may be referred to as prod ...
s) to bring together narrow aspects of movie-making into a final product.
However, research on the Cambridge IT Cluster (UK) suggests that technological knowledge spillovers might only happen rarely and are less important than other cluster benefits such as labour market pooling.
Porter
Porter (1990), like MAR, argues that knowledge spillovers in specialized, geographically concentrated industries stimulate growth. He insists, however, that local competition, as opposed to local monopoly, fosters the pursuit and rapid adoption of innovation. He gives examples of Italian ceramics and gold jewellery industries, in which hundreds of firms are located together and fiercely compete to innovate since the alternative to innovation is demise. Porter's externalities are maximized in cities with geographically specialized, competitive industries.
Jacobs
Under the Jacobs spillover view, the proximity of firms from different industries affect how well knowledge travels among firms to facilitate innovation and growth.
This is in contrast to MAR spillovers, which focus on firms in a common industry.
The
diverse proximity of a Jacobs spillover brings together ideas among individuals with different perspectives to encourage an exchange of ideas and foster innovation in an industrially diverse environment.
Developed in 1969 by urbanist
Jane Jacobs
Jane Isabel Jacobs (''née'' Butzner; 4 May 1916 – 25 April 2006) was an American-Canadian journalist, author, theorist, and activist who influenced urban studies, sociology, and economics. Her book ''The Death and Life of Great American Ci ...
and John Jackson the concept that
Detroit
Detroit ( , ) is the List of municipalities in Michigan, most populous city in the U.S. state of Michigan. It is situated on the bank of the Detroit River across from Windsor, Ontario. It had a population of 639,111 at the 2020 United State ...
’s shipbuilding industry from the 1830s was the critical antecedent leading to the 1890s development of the auto industry in Detroit since the
gasoline engine
A petrol engine (gasoline engine in American and Canadian English) is an internal combustion engine designed to run on petrol (gasoline). Petrol engines can often be adapted to also run on fuels such as Autogas, liquefied petroleum gas and Common ...
firms easily transitioned from building gasoline engines for ships to building them for automobiles.
Incoming and outgoing spillovers
Knowledge spillover has asymmetric directions. The focal entity and receives or outflows know-how to others, creating incoming and outgoing spillovers. Cassiman and Veugelers (2002) use survey data and estimate incoming and outgoing spillover and study the economic impacts. Incoming spillover increases growth opportunity and productivity improvements of receivers, while outgoing spillover leads to free rider problem in the technology competition. Chen et al. (2013) use econometric method to gauge incoming spillover, a way that applies for all companies without survey. They find that incoming spillover explains R&D profits of industrial firms.
Policy implications
As information is largely
non-rival in nature, certain measures must be taken to ensure that, for the originator, the information remains a private
asset
In financial accounting, an asset is any resource owned or controlled by a business or an economic entity. It is anything (tangible or intangible) that can be used to produce positive economic value. Assets represent value of ownership that can b ...
. As the market cannot do this efficiently, public
regulations
Regulation is the management of complex systems according to a set of rules and trends. In systems theory, these types of rules exist in various fields of biology and society, but the term has slightly different meanings according to context. Fo ...
have been implemented to facilitate a more appropriate
equilibrium.
As a result, the concept of
intellectual property rights
Intellectual property (IP) is a category of property that includes intangible creations of the human intellect. There are many types of intellectual property, and some countries recognize more than others. The best-known types are patents, co ...
have developed and ensure the ability of entrepreneurs to temporarily hold on to the profitability of their ideas through
patent
A patent is a type of intellectual property that gives its owner the legal right to exclude others from making, using, or selling an invention for a limited period of time in exchange for publishing an sufficiency of disclosure, enabling discl ...
s,
copyright
A copyright is a type of intellectual property that gives its owner the exclusive legal right to copy, distribute, adapt, display, and perform a creative work, usually for a limited time. The creative work may be in a literary, artistic, ...
s,
trade secrets
A trade secret is a form of intellectual property (IP) comprising confidential information that is not generally known or readily ascertainable, derives economic value from its secrecy, and is protected by reasonable efforts to maintain its conf ...
, and other governmental safeguards. Conversely, such barriers to entry prevent the exploitation of informational developments by rival firms within an industry.
For example, Wang (2023) indicates that technology spillovers are reduced by 27% to 51% when trade secrets laws are implemented by the
Uniform Trade Secrets Act
The Uniform Trade Secrets Act (UTSA), published by the Uniform Law Commission (ULC) in 1979 and amended in 1985, is a model law designed for adoption by U.S. state, U.S. states. It was developed to resolve inconsistencies in the treatment of Trade ...
in the US.
On the other hand, when the research and development of a private firm results in a social benefit, unaccounted for within the market price, often greater than the private return of the firm's research, then a
subsidy
A subsidy, subvention or government incentive is a type of government expenditure for individuals and households, as well as businesses with the aim of stabilizing the economy. It ensures that individuals and households are viable by having acc ...
to offset the underproduction of that benefit might be offered to the firm in return for its continued output of that benefit. Government subsidies are often controversial, and while they might often result in a more appropriate social equilibrium, they could also lead to undesirable political repercussions as such a subsidy must come from taxpayers, some of whom may not directly benefit from the researching firm's subsidized knowledge spillover.
The concept of knowledge spillover is also used to justify subsidies to
foreign direct investment
A foreign direct investment (FDI) is an ownership stake in a company, made by a foreign investor, company, or government from another country. More specifically, it describes a controlling ownership an asset in one country by an entity based i ...
, as foreign investors help diffuse technology among local firms.
References
{{economics
Business terms
Economic geography
Economic growth
Information science
Knowledge management
Knowledge markets
Intellectual property law
Rivalry