Dispersed knowledge
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Dispersed knowledge in
economics Economics () is the social science that studies the production, distribution, and consumption of goods and services. Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics anal ...
is the notion that no single
agent Agent may refer to: Espionage, investigation, and law *, spies or intelligence officers * Law of agency, laws involving a person authorized to act on behalf of another ** Agent of record, a person with a contractual agreement with an insuranc ...
has information as to all of the factors which influence
prices A price is the (usually not negative) quantity of payment or compensation given by one party to another in return for goods or services. In some situations, the price of production has a different name. If the product is a "good" in t ...
and production throughout the system. The term has been both expanded upon and popularized by American economist
Thomas Sowell Thomas Sowell (; born June 30, 1930) is an American author, economist, political commentator and academic who is a senior fellow at the Hoover Institution. With widely published commentary and books—and as a guest on TV and radio—he becam ...
.


Overview

Each agent in a market for assets, goods, or services possesses incomplete knowledge as to most of the factors which affect prices in that market. For example, no agent has full information as to other agents' budgets, preferences, resources or technologies, not to mention their plans for the future and numerous other factors which affect prices in those markets. Market prices are the result of
price discovery In economics and finance, the price discovery process (also called price discovery mechanism) is the process of determining the price of an asset in the marketplace through the interactions of buyers and sellers. Overview Price discovery is diff ...
, in which each agent participating in the market makes use of its current knowledge and plans to decide on the prices and quantities at which it chooses to transact. The resulting prices and quantities of transactions may be said to reflect the current state of knowledge of the agents currently in the market, even though no single agent commands information as to the entire set of such knowledge. Some economists believe that market transactions provide the basis for a society to benefit from the knowledge that is dispersed among its constituent agents. For example, in his ''Principles of Political Economy'',
John Stuart Mill John Stuart Mill (20 May 1806 – 7 May 1873) was an English philosopher, political economist, Member of Parliament (MP) and civil servant. One of the most influential thinkers in the history of classical liberalism, he contributed widely to ...
states that one of the justifications for a
laissez faire ''Laissez-faire'' ( ; from french: laissez faire , ) is an economic system in which transactions between private groups of people are free from any form of economic interventionism (such as subsidies) deriving from special interest groups. ...
government policy is his belief that self-interested individuals throughout the economy, acting independently, can make better use of dispersed knowledge than could the best possible government agency.


Key characteristics

Friedrich Hayek Friedrich August von Hayek ( , ; 8 May 189923 March 1992), often referred to by his initials F. A. Hayek, was an Austrian–British economist, legal theorist and philosopher who is best known for his defense of classical liberalism. Hayek ...
claimed that "dispersed knowledge is ''essentially'' dispersed, and cannot possibly be gathered together and conveyed to an authority charged with the task of deliberately creating order". Today, the best and most comprehensive book on dispersed knowledge is ''
Knowledge and Decisions ''Knowledge and Decisions'' is a non-fiction book by American economist Thomas Sowell. The book was initially published in 1980 by Basic Books and reissued in 1996. Sowell analyzes social and economic knowledge and how it is transmitted through ...
'' by
Thomas Sowell Thomas Sowell (; born June 30, 1930) is an American author, economist, political commentator and academic who is a senior fellow at the Hoover Institution. With widely published commentary and books—and as a guest on TV and radio—he becam ...
, which Hayek called "the best book on general economics in many a year."


Phenomena

* "Dispersed knowledge will give rise to genuine uncertainty, which necessitates the contractual structure that we recognize as a firm." * "Dispersion of knowledge and genuine uncertainty contribute to the heterogeneity of expectations that must exist in order for one or more individuals to exploit the potential of the contractual structure of the firm." * "Dispersion of knowledge, genuine uncertainty, and heterogeneous expectations give rise to the nexus of the enterprising individual and the opportunity to discover, create, and exploit new markets."


Drivers

# Large numbers: Large numbers have a great impact on actions in terms of two aspects. On the one hand, there will be an increase in time and other resource requirements. On the other hand, actors with bounded cognitive resources will lose overview. # Asymmetries: Asymmetries have a two-sides effect. Firstly, asymmetries enable more possibilities regarding learning and competence development. Secondly, asymmetries "increase differences between interpretative frameworks and the knowledge and competence profile of the different actors and thus make integration more difficult". # Uncertainty: Uncertainty is defined to be one of the drivers of dispersed knowledge which can give rise to management problems.


Uncertainty

Dispersed knowledge will give rise to uncertainty which will lead to different kinds of results. * 1. Dispersed knowledge causes different opinions and sources in cooperate organizations and it brings creativity. Richard LeFauve highlights the advantages of organizational structure in companies: ''"Before if we had a tough decision to make, we would have two or three different perspectives with strong support of all three. In a traditional organization the bossman decides after he’s heard all three alternatives. At Saturn we take time to work it out, and what generally happens is that you end up with a fourth answer which none of the portions had in the first place. but one that all three portions of the organization fully support (AutoWeeR, Oct. 8, 1990. p. 20)."'' Companies are supposed to think highly of the dispersed knowledge and make adjustments to meet demands. * 2. Dispersed knowledge causes management problems at the same time. Tsoukas stated: ''"A firm’s knowledge is distributed, not only in a computational sense . . . or in Hayek’s (1945, p. 521) sense that the factual knowledge of the particular circumstances of time and place cannot be surveyed as a whole. But, more radically, a firm’s knowledge is distributed in the sense that it is inherently indeterminate: nobody knows in advance what that knowledge is or need be. Firms are faced with radical uncertainty: they do not, they cannot, know what they need to know."''


Strategies

There are several strategies targeting at the problems caused by dispersed knowledge. First of all, replacing knowledge by getting access to knowledge can be one of the strategies. What's more, the capability to complete incomplete knowledge can deal with knowledge gaps created by the dispersed knowledge. In addition, making a design of institutions with reasonable coordination mechanisms can be regarded as the third strategy. Besides, resolving organization units into smaller ones should be taken into consideration. Last but not least, providing more data to decision maker will be helpful for making a correct decision.


See also

* Distributed knowledge *
Efficient-market hypothesis The efficient-market hypothesis (EMH) is a hypothesis in financial economics that states that asset prices reflect all available information. A direct implication is that it is impossible to "beat the market" consistently on a risk-adjusted bas ...
* ''
The Use of Knowledge in Society "The Use of Knowledge in Society" is a scholarly article written by economist Friedrich Hayek, first published in the September 1945 issue of '' The American Economic Review''. Written (along with ''The Meaning of Competition'') as a rebuttal to ...
'' * ''
The Cathedral and the Bazaar ''The Cathedral and the Bazaar: Musings on Linux and Open Source by an Accidental Revolutionary'' (abbreviated ''CatB'') is an essay, and later a book, by Eric S. Raymond on software engineering methods, based on his observations of the Linux ...
'' *
Knowledge sharing Knowledge sharing is an activity through which knowledge (namely, information, skills, or expertise) is exchanged among people, friends, peers, families, communities (for example, Wikipedia), or within or between organizations. It bridges the in ...
* Transparency *
Data acquisition Data acquisition is the process of sampling signals that measure real-world physical conditions and converting the resulting samples into digital numeric values that can be manipulated by a computer. Data acquisition systems, abbreviated by the acro ...
**
Crowdsourcing Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services—including ideas, votes, micro-tasks, and finances—for payment or as volunteers. Contemporary crowdsourcing often involves digita ...
**
Research Research is "creative and systematic work undertaken to increase the stock of knowledge". It involves the collection, organization and analysis of evidence to increase understanding of a topic, characterized by a particular attentiveness ...
**
Sensor A sensor is a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...


References

{{DEFAULTSORT:Dispersed Knowledge Austrian School Economic theories Friedrich Hayek Knowledge Information economics