Leontief, Wassily

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'''Wassily Leontief''' ([[August 5]], [[1906]] – [[February 5]], [[1999]]), born at [[Saint Petersburg|St. Petersburg]], [[Russia]]), was an [[economist]] notable for his research on how changes in one [[economic sector]] may have an effect on other sectors. Leontief won [[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]] in 1973.
 
  
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'''Wassily Leontief''' (August 5, 1905 – February 5, 1999) has been associated with the quantitative [[economics]] he invented: [[Input-Output analysis]]. Input-output was partly inspired by the [[Leon Walras|Walrasian]] analysis of general equilibrium via inter-[[industry]] flows—which in turn were inspired by [[Francois Quesnay|Quesnay]]'s ''Tableau Economique'', which Leontief's system most resembles. Leontief's technique involves the use of a matrix containing the various industries of an [[economics|economy]], and the products they buy and sell one to another. Although of fluctuating popularity, input-output analysis has been a mainstay of economics and economic policy and planning throughout the world since the middle of the twentieth century, a valuable tool in efforts to understand and maintain economic health and prosperity. Leontief won a [[Nobel Prize]] in Economics for his development of this model.
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{{toc}}
 
==Biography==
 
==Biography==
===Early life===
 
Wassily Leontief, the son of Wassily W. Leontief (professor of [[Economics]]) and Eugenia, entered the [[Saint Petersburg State University|University of Leningrad]] in present day [[Saint Petersburg|St. Petersburg]] in 1921. He earned his Learned Economist degree (equivalent to [[Master of Arts (postgraduate)|Master of Arts]]) in 1925 at the age of 19.
 
 
===Opposition to Communism===
 
He was arrested several times because of his opposition to [[Communism]].
 
 
In 1925 he was allowed to leave the [[USSR]], so he continued his studies at the [[University of Berlin]] ([http://www.hu-berlin.de/]) and in 1929 he earned a Ph.D. degree in [[Economics]] with a specialty in ''Input-Output Analysis and Economics''.
 
 
===Early Professional Life===
 
From 1927 to 1930 he worked at the Institute for World Economics of the [[University of Kiel]] ([http://www.uni-kiel.de/]). There he researched the derivation of statistical demand and supply curves. In 1929 he travelled to [[China]] to assist the [[Ministry of Railroads]] as an advisor.
 
 
In 1931 he went to the [[USA]], and was employed by the [[National Bureau of Economic Research]] ([http://www.nber.org/]).
 
 
===Marriage and Affiliation with Harvard===
 
In 1932 Leontief married the poet [[Estelle Marks]]. His wife died in 2005. Their only child, [[Svetlana Leontief Alpers]], was born in 1936.
 
 
[[Harvard University]] ([http://www.harvard.edu/]) employed him in the same year (1932) in its Department of Economics ([http://www.economics.harvard.edu/]), and in 1946 he became a [[professor]] of [[Economics]].
 
 
Around 1949, Leontief used the primitive computer systems available at the time at Harvard to model data provided by the U.S. Bureau of Labor Statistics to divide the U.S. economy into 500 sectors. Leontief modeled each sector with a linear equation based on the data and used the computer, the [[Harvard Mark II]], to solve the system, one of the first significant uses of computers for mathematical modeling. {{inote|ref:Lay, p.1}}
 
 
Leontief set up the [[Harvard Economic Research Project]] in 1948 and remained its director until 1973.  Starting in 1965 he chaired the [[Harvard Society of Fellows]].
 
  
===Affiliation with New York University===
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'''Wassily Leontief''', the son of Wassily W. Leontief (professor of [[economics]]) and Eugenia, was born on August 5, 1905 in [[Munich]], [[Germany]]. He entered the [[Saint Petersburg State University|University of Leningrad]] in present day [[Saint Petersburg|St. Petersburg]] in 1921. He earned his Learned Economist degree (equivalent to Master of Arts) in 1925 at the age of 19.
In 1975 Leontief joined [[New York University]] ([http://www.nyu.edu/]) and founded and directed the Center for Economic Analysis.  
 
  
===Death===
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In 1925, he was allowed to leave the [[USSR]], and he continued his studies at the [[University of Berlin]] and in 1929 he earned a Ph.D. degree in [[Economics]] with a specialty in "Input-Output Analysis and Economics."
Leontief died in [[New York, New York|New York City]], [[New York]], [[USA]], on Friday, [[February 5]], [[1999]] at the age of 93.
 
  
==Personal==
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From 1927 to 1930 Leontief worked at the Institute for World Economics of the [[University of Kiel]]. There, he researched the derivation of [[statistics|statistical]] [[supply and demand]] curves. In 1929, he traveled to [[China]] to assist the [[Ministry of Railroads]] as an adviser.
It is known that he enjoyed [[trout]] [[fishing]], [[ballet]], and fine [[wine]]s.
 
  
==Major contributions==
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In 1931, he went to the [[United States]] and was employed by the [[National Bureau of Economic Research]]. In 1932, Leontief married the poet [[Estelle Marks]]. Their only child, [[Svetlana Leontief Alpers]], was born in 1936. His wife died in 2005.  
Leontief is primarily associated with the development of the linear activity model of [[General equilibrium]] and the use of [[input-output analysis]] that results from it. He has also made contributions in other areas of economics, such as [[Heckscher-Ohlin model|international trade]] where he documented the famous [[Leontief paradox]]. He was also one of the first to establish the [[composite commodity]] theorem.
 
  
Leontief earned the Nobel Prize in Economics for his work on input-output tables. Input-output tables analyze the process by which inputs from one industry produce outputs for consumption or for inputs for another industry. With the input-output table, one can estimate the change in demand for inputs resulting from a change in production of the final good. An unrealistic assumption of this analysis is that input proportions are fixed. It is for this reason that the use of input-output analysis is limited to rough approximizations rather than prediction. Input-output was novel and inspired large-scale empirical work. It has been used for economic planning throughout the world, whether in Western, Socialist or Third World countries.
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[[Harvard University]] employed him in its department of economics in 1932, and in 1946 he became a professor of economics. Around 1949, Leontief used the primitive [[computer]] systems available at the time at Harvard to model data provided by the U.S. Bureau of Labor Statistics to divide the U.S. economy into 500 sectors. He modeled each sector with a linear equation based on the data and used the computer, the [[Harvard Mark II]], to solve the system, one of the first significant uses of computers for mathematical modeling (Lay 2003). Leontief set up the [[Harvard Economic Research Project]] in 1948 and remained its director until 1973. Starting in 1965 he chaired the [[Harvard Society of Fellows]].
  
Leontief used input-output analysis to study the characteristics of trade flow between the U.S. and other countries, and found what has been named Leontief's paradox; "this country resorts to foreign trade in order to economize its capital and dispose of its surplus labor, rather than vice versa, i.e., U.S. exports were relatively labor-intensive when compared to U.S. imports. This is the opposite of what one would expect, considering the fact that the U.S.'s comparative advantage was in capital-intensive goods. According to some economists, this paradox has since been explained as due to the fact that when a country produces "more than two goods, the abundance of capital relative to labor does not imply that the capital intensity of its exports should exceed that of imports." There also exists a trend that can be seen in the U.S. that could explain Leontief's paradox, and this is that in the last four decades, money has been becoming more expensive while labor has been becom ing cheaper. Leontief was also a very strong proponent of the use of quantitative data in the study of economics.
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In 1975, Leontief joined [[New York University]] and founded and directed the Center for Economic Analysis.  
  
Throughout his life Leontief campaigned against "theoretical assumptions and nonobserved facts". According to Leontief too many economists were reluctant to "get their hands dirty" by working with raw empirical facts. To that end Wassily Leontief did much to make quantitative data more accessible, and more indispensable, to the study of economics.  
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Wassily Leontief died in [[New York City]], on Friday, February 5, 1999 at the age of 93.
  
==Publications==
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==Work==
* 1941: ''Structure of the American Economy, 1919-1929''
 
* 1953: ''Studies in the Structure of the American Economy''
 
* 1966: ''Input-Output Economics''
 
* 1966: ''Essays in Economics''
 
* 1977: ''Essays in Economics, II''
 
* 1977: ''The Future of the World Economy''
 
* 1983: ''Military Spending: Facts and Figures, Worldwide Implications and Future Outlook'' co-authed with F. Duchin.
 
* 1983: ''The Future of Non-Fuel Minerals in the U. S. And World Economy'' co-authed with J. Koo, S. Nasar and I. Sohn
 
* 1986: ''The Future Impact of Automation on Workers'' co-authed with F. Dochin
 
  
==Awards==
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Leontief's most important contribution to economics will forever be the [[Wassily Leontief#Input-output Model|Input-output System]]. He realized that in order to understand and be able to manipulate the [[economy]] of a country or a region, one needs to come up with a model based on the various sectors of the given economy. His work resulted in his 1941 classic, ''Structure of American Industry''. Leontief followed up this work with a series of classical papers on input-output economics .  
* 1953: Order of the Cherubim, [[University of Pisa]]
 
* 1962: Dr honoris causa, [[University of Brussels]]
 
* 1967: Dr of the University, [[University of York]]
 
* 1968: Officer of the French Legion d'Honneur
 
* 1970: Bernhard-Harms Prize Economics, [[West Germany]]
 
* 1971: Dr honoris causa, [[University of Louvain]]
 
* 1972: Dr honoris causa, [[University of Paris (Sorbonne)]]
 
* 1973: '''[[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]]''', aka [[Nobel Prize]] in [[Economics]]
 
* 1976: Dr honoris causa, [[University of Pennsylvania]]
 
* 1980: Dr honoris causa, [[University of Toulouse]], [[France]]
 
* 1980: Dr honoris causa, [[University of Louisville]], [[Kentucky]]
 
* 1980: Doctor of Social Sciences, [[University of Vermont]]
 
* 1980: Doctor of Laws, C. W. Post Center, [[Long Island University]]
 
* 1980: [[Russian-American Hall of Fame]]
 
* 1981: [[Karl Marx University]], [[Budapest]], [[Hungary]]
 
* 1984: [[Order of the Rising Sun]], [[Japan]]
 
* 1985: Commandeur, [[French Order of Arts and Letters]]
 
* 1988: Dr honoris causa, [[Adelphi College]]
 
* 1988: Foreign member, [[Russian Academy of Science|USSR Academy of Sciences]]
 
* 1989: Society of the Optimate, [[Italian Cultural Institute]], [[New York, New York|New York]]
 
* 1990: Dr honoris causa, [[University of Cordoba]], [[Spain]]
 
* 1991: Takemi Memorial Award, [[Institute of Seizon & Life Sciences]], [[Japan]]
 
* 1995: Harry Edmonds Award for Life Achievement, [[International House]], [[New York, New York|New York]]
 
* 1995: Dr honoris causa, [[Humboldt University]], [[Berlin]], [[Germany]]
 
  
==In Honor==
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Based on the assumption that each [[industry]] in the economy has two types of [[demand]]s: external demand (from outside the system) and internal demand (demand placed on one industry by another in the same system), Leontief developed his model representing the economy as a system of linear equations.
[[Tufts University]] awards the [[Leontief Prize for economics]] in his honor.
 
  
==Memberships==
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Leontief's interests were not, however, limited to input-output models. His 1936 article on "composite commodities" made him, together with [[John Richard Hicks|Hicks]], the father of the famous [[microeconomics|microeconomic]] theorem. His early reviews of [[John Maynard Keynes|Keynes]]'s ''General Theory'' made important contributions to the Neo-Keynesian synthesis' stress on fixed nominal [[wages]] in interpreting Keynes's theory. His 1933 article on the analysis of [[international trade]] is still studied today, and his 1946 contribution on the wage contract outlined what is now a classical application of the principal-agent model before that term was invented. His 1953 finding that Americans were exporting [[labor]]-intensive rather than [[capital]]-intensive goods—"[[Wassily Leontief#Leontief's Paradox|Leontief's Paradox]]"—brought into question the validity of the conventional Neoclassical theory of international trade.
* 1954: President of the [[Econometric Society]]
 
* 1968: Corresponding Member of the [[Institut de France]]
 
* 1970: President of the [[American Economic Association]]
 
* 1970: Corresponding Fellow of the [[British Academy]]
 
* 1974: [[US-USSR Commission on the Social Sciences and Humanities of the International Research and Exchanges Board]]
 
* 1975: [[American Committee on East-West Accord]]
 
* 1975: [[Accademia Nazionale dei Lincie]], [[Italy]]
 
* 1976: President and Section F. of the [[British Association for the Advancement of Science]]
 
* 1976: Honorary Member of the [[Royal Irish Academy]]
 
* 1977: Fellow of the [[American Association for the Advancement of Science]]
 
* 1978: [[Commission to Study the Organization of Peace]]
 
* 1978 - 1986: Board of Trustees of [[North Carolina School of Science and Mathematics]]
 
* 1979: [[Century Club]]
 
* 1979: [[Issues Committee of the Progressive Alliance]]
 
* 1980: [[Committee for National Security]]
 
* 1981: Board of Visitors, College of Liberal Arts, [[Boston University]]
 
* 1981: Board of Editors, [[Journal of Business Strategy]]
 
* 1982: [[International Advisory Council of the Delian Institute of International Relations]]
 
* 1982: [[Accademia Mediterranea Delle Scienze]], [[Italy]]
 
* 1983: Board of Advisors, [[Environmental Fund]]
 
* 1983: Board of Directors, [[Tolstoy Foundation]]
 
* 1985: International Committee, [[Carnegie Mellon University]]
 
* 1990: [[Academy of Creative Endeavors]], [[USSR]]
 
* 1992: [[International Charitable Foundation]], [[Russia]]
 
* 1993: [[Academie Europeenne]]
 
* 1993: Honorary President of the [[World Academy for the Progress of Planning Science]], [[Italy]]
 
* 1993: Member of the [[Academie Universelle des Cultures]], [[France]]
 
* 1994: Fellow of the [[New York Academy of Sciences]]
 
* 1995: Member of the [[International Leadership Center on Longevity & Society]], [[Mt. Sinai Hospital]]
 
* [[American Philosophical Society]]
 
* [[American Academy of Arts and Sciences]]
 
* [[International Statistical Institute]]
 
* Honorary Member of the [[Japan Economic Research Center]], [[Tokyo]]
 
* Honorary Fellow of the [[Royal Statistical Society]], [[London]]
 
  
==Quote==
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===Input-output Model===
We move from more or less plausible but really arbitrary assumptions, to elegantly demonstrated but irrelevant conclusions.
 
  
==See also==
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In 1941, while a professor at [[Harvard University|Harvard]], Leontief calculated an input-output (I-O) table for the American economy. [[Input-output analysis]] considers inter-industry relations in an economy, depicting how the output of one industry goes to another industry where it serves as an input, and thereby makes one industry dependent on another both as customer of output and as supplier of inputs. An input-output model is a specific formulation of input-output analysis. We present here a simple I-O model for three industries: agriculture, manufacturing, and transportation.
* [[Economics]]
 
* [[List of economists]]
 
* [[Input-output model]]
 
  
==External links==
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Each row of the input-output matrix reports the monetary value of an industry's inputs and each column represents the value of an industry's outputs. Suppose there are three industries: “'''agriculture''',” “'''manufacturing''',” “'''transportation''',” plus  “'''labor'''” as inputs. Row 1 reports the value of inputs to Industry 1 from Industries 1, 2, and 3. Rows 2 and 3 do the same for those industries, while the row 4 depicts the inputs of the "Labor" into the system. Column 1 reports the value of outputs from Industry 1 to Industries 1, 2, 3, and to input factor ("Labor") 4. Columns 2 and 3 do the same for the other industries.
* [http://www.nobel.se/economics/laureates/1973/leontief-autobio.html Autobiography]
 
* [http://www.biograph.comstar.ru/bank/leontev.htm Information from www.biograph.comstar.ru]
 
* [http://cepa.newschool.edu/het/profiles/leontief.htm Information from cepa.newschool.edu]
 
* [http://www.econlib.org/library/Enc/bios/Leontief.html Information from www.econlib.org]
 
* [http://www.iioa.org/leontief/Life.html Information from www.iioa.org]
 
* [http://utip.gov.utexas.edu/web/JGarchive/1999/leontief.htm Article by James K. Galbraith]
 
*[http://ca.geocities.com/econ_0909meet/leontief-autobio.html Wassily Leontief – Autobiography]
 
  
==References==
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[[Francois Quesnay]] developed a cruder version of this technique called the ''Tableau économique''.  
{{explain-inote}}
 
*{{cite book|author=Lay, David C.|title=Linear Algebra and Its Applications, Third Edition|year=2003|publisher=Addison Wesley|id=ISBN 0201709708}}
 
  
{{Nobel Memorial Prize in Economics Laureates 1969-1975}}
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The matrix devised by Leontief is often used to show the effect of a change in production of a final commodity on the demand for inputs. Take, for example, a 10 percent increase in the production of “Agriculture.” With the simple input-output table of our example (and the subsequent algebraic matrix), one can estimate how much additional “Labor,” “Machinery,” and other inputs will be required to increase “Agriculture” production.
  
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Input-output concepts are simple. Consider the production of any of the three column sectors i, such that i = 1, 2, 3, while we have 4 rows of inputs j, such that j = 1, 2, 3, 4.
  
 
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We may isolate and analyze: (1) the quantity of that production that goes to final consumption or demand (Ci), (2) the quantity that goes to total output (X<sub>i</sub>), and (3) the flows (x<sub>ij</sub>) from that industry to other industries. To this end we must write a transactions tableau.
{{Credit1|Wassily_Leontief|69641092|}}
 
 
 
'''Leontief's paradox''' in [[economics]] was the result of an attempt to test the [[Heckscher-Ohlin theory]] by Professor [[Wassily W. Leontief]] in 1954. Leontief found that the US (the most capital abundant country in the world by any criteria) exported labor-intensive commodities and imported capital-intensive commodities, in contradiction with Heckscher-Ohlin theory (H-O theory). 
 
 
 
For many economists, Leontief's paradox undermined the validity of the H-O theory, which predicted that  trade patterns would be based on countries' [[comparative advantage]] in certain factors of production (such as capital and labor).  Many economists have dismissed the H-O theory in favor of a more [[David Ricardo|Ricardian model]] where techological differences determine comparative advantage.  These economists argue that the US has an advantage in highly skilled labor more so than capital. This can be seen as viewing "capital" more broadly, to include human capital.  Using this definition, the exports of the U.S. are very (human) capital-intensive, and not particularly intensive in (unskilled) labor.
 
 
 
Some explanations for the paradox dismiss the importance of comparative advantage as a determinant of trade.  For instance, the [[Linder hypothesis]] states that demand plays a more important role than comparative advantage as a determinant of trade—with the hypothesis that countries which share similar demands will be more likely to trade. For instance, both the US and Germany are developed countries with a significant demand for cars, so both have large automotive industries.  Rather than one country dominating the industry with a comparative advantage, both countries trade different brands of cars between them. Similarly, [[New Trade Theory]] argues that factors other than endowments determine trade.
 
 
 
==See also==
 
*[[Gravity model of trade]]
 
 
 
==External link==
 
 
 
*[http://www.econ.iastate.edu/classes/econ355/choi/leo.htm More Info]
 
 
 
{{econ-stub}}
 
 
 
{{Credit2|Leontief_paradox|52339309|}}
 
 
 
{{Otheruses4|the economic model|the computer interface|Input/output}}
 
 
 
The '''Input-output model''' of economics uses a [[matrix (mathematics)|matrix]] representation of a nation's (or a region's) economy to predict the effect of changes in one industry on others and by consumers, government, and foreign suppliers and consumers on the economy.  [[Wassily Leontief]] (1906-1999) is credited with the development of this analysis. [[Francois Quesnay]] was a precursor of a cruder version called Tableu economique. Leontief won a [[Bank of Sweden Prize in Economic Sciences in Memory of Alfred Nobel]] for his development of these types of model for the national level.  The analytical apparatus is strictly empiricist and reducing bias in the analysis. For this reason, Leontief seems to have been just about the only economist who was equally honored by communist and capitalist economists.
 
 
 
Input-output analysis considers inter-industry relations in an economy, depicting  how the output of one industry goes to another industry where it serves as an input, and thereby makes one industry dependent on another both as customer of output and as supplier of inputs. An input-output model is a specific formulation of input-output analysis.
 
 
 
Each row of the input-output matrix reports the monetary value of an industry's inputs and each column represents the value of an industry's outputs. Suppose there are three industries. Row 1 reports the value of inputs to Industry 1 from Industries 1, 2, and 3. Rows 2 and 3 do the same for those industries. Column 1 reports the value of outputs from Industry 1 to Industries 1, 2, and 3. Columns 2 and 3 do the same for the other industries.
 
 
 
While the input-output matrix reports only the intermediate goods and services that are exchanged among industries, row [[vector (spatial)|vector]]s on the bottom record the disposition of finished goods and services to consumers, government, and foreign buyers. Similarly, column vectors on the right record non-industrial inputs like labor and purchases from foreign suppliers.
 
 
 
In addition to studying the structure of national economies, input-output economics has been used to study regional economies within a nation, and as a tool for national economic planning.
 
 
 
The mathematics of input-output economics is straightforward, but the data requirements are enormous because the expenditures and revenues of each branch of economic activity has to be represented. The tool has languished because not all countries collect the required data, data quality varies, and the data collection and preparation process has lags that make timely analysis difficult. Typically input-out tables are compiled retrospectively as a "snapshot" cross-section of the economy, once every few years.
 
 
 
==Usefulness==
 
 
 
An '''input-output model''' is widely used in [[economic forecasting]] to predict flows between sectors. They are also used in local [[urban economics]].
 
 
 
[[Irving Hock]] at the [[Chicago Area Transportation Study]] did detailed forecasting by industry sectors using input-output techniques.  At the time, Hock’s work was quite an undertaking, the only other work that has been done at the urban level was for [[Stockholm]] and it was not widely known.  Input-output was one of the few techniques developed at the CATS not adopted in later studies.  Later studies used [[economic base analysis]] techniques.
 
 
 
==Input-output Analysis Versus Consistency Analysis==
 
Despite the clear ability of the input-output model to depict and analyze the dependence of one industry or sector on another, Leontief and others never managed to introduce the full spectrum of dependency relations in a market economy. In 2003, Mohammad Gani, a pupil of Leontief, introduced [[Consistency Analysis]] in his book 'Foundations of Economic Science', which formally looks exactly like the input-output table, but explores the dependency relations in terms of payments and intermediation relations. Consistency analysis explores the consistency of plans of buyers and sellers by decomposing the input-output table into four separate matrices, each for a different kind of means of payment. It integrates micro and macroeconomics in one model and deals with money in a fully ideology-free manner. It deals with the circualtion of money vis-a-vis the movement of goods.
 
 
 
In a technical sense, input-output analysis can be seen as a special case of consistency analysis without money and without entrepreneurship and transaction cost.
 
 
 
==Key Ideas==
 
The inimitable book by Leontief himself remains the best exposition of input-output analysis. See bibliography.
 
 
 
Input-output concepts are simple.  Consider the production of the  ith sector.  We may isolate (1) the quantity of that production that goes to final consumption (Ci), (2) to total output (X<sub>i</sub>), and (3) flows (x<sub>ij</sub>) from that industry to other industries. We may write a transactions tableau.
 
  
 
{| border="1" cellpadding="5" cellspacing="0" align="center"
 
{| border="1" cellpadding="5" cellspacing="0" align="center"
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!Inputs to Manufacturing
 
!Inputs to Manufacturing
 
!Inputs to Transport
 
!Inputs to Transport
!Final Demand
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!Final Demand (Ci)
!Total Output
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!Total Output (Xi)
 
|-
 
|-
 
|Agriculture
 
|Agriculture
|5  
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|5 (x ij) 
 
|15      
 
|15      
 
|2    
 
|2    
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|-
 
|-
 
|Manufacturing
 
|Manufacturing
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|10    
|20    
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|20   (x ij)    
 
|10    
 
|10    
 
|40    
 
|40    
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|10    
 
|10    
 
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|5 (x ij)   
 
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or
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Caution may be necessary in using I-O tables. Take for example “Transportation.” It is explicitly recognized when transportation is identified as an industry—how much is purchased from transportation in order to produce. But this is not very satisfactory because transportation requirements differ, depending on industry locations and capacity constraints on regional production. Also, the receiver of goods generally pays freight cost, and often transportation data are lost because transportation costs are treated as part of the cost of the goods.
  
x<sub>11</sub> + x<sub>12</sub> + x<sub>13</sub> + c<sub>1</sub> = X<sub>1</sub>
+
There is yet another reason for a strong caution to be employed in using the I-O tables as axiomatic "truth." It lies in the assumption—to take the example of “agriculture”—that  agricultural production requires the inputs in the proportion they were used during the time period used to estimate the table. The I-O coefficients were, most certainly computed '''in the past''', whether in the "long" or "not so long" past is immaterial.
  
x<sub>21</sub> + x<sub>22</sub> + x<sub>23</sub> + c<sub>2</sub> = X<sub>2</sub>
+
And therein lies the rub. Although the table is useful as a rough approximation of the inputs required, it is known that proportions are not fixed. Specifically, when the cost of one input rises, producers reduce their use of this input and substitute other inputs whose prices have not risen. The time-shift between "then" (when the I-O table coefficients were computed) and "now" (when we analyze the individual table entries) is there.
  
x<sub>31</sub> + x<sub>32</sub> + x<sub>33</sub> + c<sub>3</sub> = X<sub>3</sub>
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If wage rates rise, for example, producers can substitute [[capital]] for [[labor]] and, by accepting more wasted materials, can even substitute raw materials for labor. In a technical sense, input-output analysis can be seen as a special case of consistency analysis without [[money]] and without [[entrepreneurship]], technical innovation, and transaction cost, and above all, there is the question about the stability of coefficients as production increases or decreases.
  
x<sub>41</sub> + x<sub>42</sub> + x<sub>43</sub> + c<sub>4</sub> = X<sub>4</sub>
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===Leontief's Paradox===
  
We know very little about [[production function]]s because all we have are numbers representing transactions in a particular instance (single points on the production functions).
+
Early on, input-output analysis was used to estimate the economy-wide impact of converting from [[war]] production to civilian production after [[World War II]]. It has also been used to understand the flow of [[trade]] between countries.  
  
x<sub>1</sub> = F(x<sub>11</sub>, x<sub>12</sub>, x<sub>13</sub>, x<sub>14</sub>)
+
Indeed, a 1953 article by Wassily Leontief showed, using input-output analysis, that [[United States]] exports were relatively [[labor]]-intensive compared to United States imports. This was the opposite of what economists had expected at the time, given the high level of U.S. [[wages]] and the relatively high amount of [[capital]] per worker in the United States. Leontief's finding was termed the Leontief paradox.
  
x<sub>2</sub> = g(x<sub>21</sub>, x<sub>22</sub>, x<sub>23</sub>, x<sub>24</sub>)
+
Since then, the paradox has been resolved. It has been argued that the US has an advantage in highly skilled labor more so than capital. This can be seen as viewing "capital" more broadly, to include human capital. Using this definition, the exports of the U.S. are very (human) capital-intensive, and not particularly intensive in (unskilled) labor.
  
. . .
+
Others have explained the paradox by reducing the importance of comparative advantage as a determinant of trade. For example, [[demand]] may play a more important role than comparative advantage as a determinant of trade—with the hypothesis that countries which share similar demands will be more likely to trade. For instance, both the United States and Germany are developed countries with a significant demand for cars and both have large automotive industries. Rather than one country dominating the industry with a comparative advantage, both countries may trade different brands of cars between them.
  
. . .
+
==Legacy==
  
. . .
+
Leontief is primarily associated with the development of the linear activity model of [[General equilibrium]] and the use of [[input-output analysis]] that results from it. He has also made contributions in other areas of [[economics]], such as his model of [[international trade]] where he documented the famous "Leontief paradox." He was also one of the first to establish the [[composite commodity]] theorem.
  
The [[neoclassical economics|neoclassical]] [[production function]] is an explicit function:
+
Throughout his life Leontief campaigned against "theoretical assumptions and nonobserved facts." According to Leontief too many economists were reluctant to "get their hands dirty" by working with raw empirical facts. To that end Wassily Leontief made a great advance in making quantitative data more accessible, and more indispensable, to the study of economics.
  
Q = f(K, L)
+
Leontief earned the [[Nobel Prize]] in Economics for his work on input-output tables. The Input-output model of economics uses a matrix representation of a nation's (or a region's) economy to predict the effect of changes in one industry on others and by consumers, government, and foreign suppliers on the economy. I-O analysis remains an active branch of economics, and one with numerous offshots. Some of its most popular applications are those that Leontief helped pioneer, including national accounts and trade, environmental studies, and technological change forecast. The methodology has been used for economic planning throughout the world, whether in Western, [[Socialism|Socialist]], or Third World countries.
  
Where:
+
==Major Works==
Q = Quantity
+
*Leontief, Wassily. 1936. "The Fundamental Assumption of Mr. Keynes's Monetary Theory of Unemployment," '' QJE''.
K = Capital
+
*Leontief, Wassily. 1936. "Composite Commodities and the Problem of Index Numbers," ''Econometrica''.
L = Labor
+
*Leontief, Wassily. 1937. "Implicit Theorizing: a methodological criticism of the Neo-Cambridge school," ''QJE''.
 +
*Leontief, Wassily. [1941] 1953. ''The Structure of the American Economy''. Oxford University Press.
 +
*Leontief, Wassily. 1947. "The Pure Theory of the  Structure of Functional Relationships,"  ''Econometrica''.
 +
*Leontief, Wassily. 1947. "Postulates: Keynes's General Theory and the classicists,"  in: Harris. (ed.) ''The New Economics.''
 +
*Leontief, Wassily. 1953. ''Studies in the Structure of the American Economy''.
 +
*Leontief, Wassily. 1953. "Domestic Production and Foreign Trade: the American capital position re-examined,"  ''Proceedings of American Philosophical Society''.
 +
*Leontief, Wassily. 1956. "Factor Proportions and the Structure of American Trade: Further theoretical and empirical analysis,"  ''REStat''.
 +
*Leontief, Wassily. [1966] 1986. ''Input-Output Economics''. New York, NY: Oxford University Press. ISBN 0195035275
 +
*Leontief, Wassily. 1985. ''Essays in Economics: Theories, Theorizing, Facts, and Policies''. Transaction Publishers. ISBN 0878559930
  
and the partial derivatives  (<math>\partial Q/ \partial K = f_K > 0 ;  \partial Q/ \partial L = f_L > 0</math>)  are the demand schedules for input factors.
+
==References==
 
 
Leontief, the innovator of input-output, uses a special production function.  Using Leontief coefficients (a<sub>ij</sub>s)  we may manipulate our transactions information into what is known as an input-output table.
 
 
 
x<sub>11</sub> = a<sub>11</sub>x<sub>1</sub>
 
 
 
x<sub>12</sub> = a<sub>12</sub>x<sub>2</sub>
 
 
 
x<sub>13</sub> = a<sub>13</sub>x<sub>3</sub>
 
 
 
x<sub>14</sub> = a<sub>14</sub>x<sub>4</sub>
 
 
 
. . . .
 
 
 
Or
 
 
 
x<sub>ij</sub>=x<sub>j</sub>a<sub>ij</sub>
 
 
 
x<sub>41</sub>=a<sub>41</sub>x<sub>1</sub>
 
… … …
 
 
 
a<sub>11</sub>x<sub>1</sub> + a<sub>12</sub>x<sub>2</sub> + a<sub>13</sub>x<sub>3</sub> + a<sub>14</sub>x<sub>4</sub> + c<sub>1</sub> = x<sub>1</sub>
 
. . . . .
 
a<sub>41</sub>x<sub>1</sub> + a<sub>42</sub>x<sub>2</sub> + a<sub>43</sub>x<sub>3</sub> + a<sub>44</sub>x<sub>4</sub> + c<sub>4</sub> = x<sub>4</sub>
 
 
 
gives
 
 
 
x<sub>1</sub> - a<sub>11</sub>x<sub>1</sub> - a<sub>12</sub>x<sub>2</sub> - a<sub>13</sub>x<sub>3</sub> - a<sub>14</sub>x<sub>4</sub> = c<sub>1</sub>
 
 
 
. . . . .
 
 
 
x<sub>4</sub> - a<sub>41</sub>x<sub>1</sub> - a<sub>42</sub>x<sub>2</sub> - a<sub>43</sub>x<sub>3</sub> - a<sub>44</sub>x<sub>4</sub> = c<sub>4</sub>
 
 
 
rewriting
 
 
 
x<sub>1</sub> (1- a<sub>11</sub>) - x<sub>2</sub>a<sub>12</sub> - x<sub>3</sub>a<sub>13</sub> - x<sub>4</sub>a<sub>14</sub> = c<sub>1</sub>
 
 
 
. . . . .
 
 
 
- x<sub>1</sub>a<sub>41</sub> - x<sub>2</sub>a<sub>42</sub> - x<sub>3</sub>a<sub>43</sub> - x<sub>4</sub>(1-a<sub>44</sub>) = c<sub>4</sub>
 
 
 
Writing in matrix form, we may see how a solution may be obtained.  Let:
 
[[Image:input-output_model.png]]
 
 
 
Then:
 
 
X = AX + C  
 
 
 
(I - A)X = C
 
 
 
X = (I - A)<sup>-1</sup>C
 
 
 
 
 
There are many interesting aspects of the Leontief system, and there is an extensive literature.  There is the [[Hawkins-Simon Condition]] on producibility.  There has been interest in disaggregation to clustered inter-industry flows, and the study of constellations of industries.  A great deal of empirical work has been done to identify coefficients, and data have been published for the national economy as well as for regions.  This has been a healthy, exciting area for work by economists because the Leontief system can be extended to a model of general equilibrium; it offers a method of decomposing work done at a macro level.
 
 
 
Transportation is implicit in the notion of inter-industry flows.  It is explicitly recognized when transportation is identified as an industry – how much is purchased from transportation in order to produce.  But this is not very satisfactory because transportation requirements differ, depending on industry locations and capacity constraints on regional production.  Also, the receiver of goods generally pays freight cost, and often transportation data are lost because transportation costs are treated as part of the cost of the goods.
 
 
 
[[Walter Isard]] and his student, [[Leon Moses]], were quick to see the spatial economy and transportation implications of input-output, and began work in this area in the [[1950s]] developing a concept of interregional input-output.  Take a one region versus the world case.  We wish to know something about interregional commodity flows, so introduce a column into the table headed “exports” and we introduce an “input” row.
 
 
 
{| border="1" cellpadding="5" cellspacing="0" align="center"
 
|+'''Table: Adding Export And Import Transactions'''
 
|Economic Activities
 
| 1
 
| 2
 
| …
 
| …
 
| Z
 
| Exports
 
| Final Demand
 
| Total Outputs
 
|-
 
|1
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|-
 
|2
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|-
 
|…
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|-
 
|…
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|-
 
|Z
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|-
 
Imports
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|}   
 
 
 
A more satisfactory way to proceed would be to tie regions together at the industry level.  That is, we identify both within region inter-industry transactions and among region inter-industry transactions.  A not-so-small problem here is that the table gets very large very quickly. 
 
 
 
Input-output, as we have discussed it, is conceptually very simple.  Its extension to an overall model of equilibrium in the national economy is also relatively simple and attractive.  But there is a downside.  One who wishes to do work with input-output systems must deal skillfully with industry classification, data estimation, and inverting very large, ill-conditioned matrices.  Two additional difficulties are of interest in transportation work.  There is the question of substituting one input for another, and there is the question about the stability of coefficients as production increases or decreases.  These are intertwined questions.  They have to do with the nature of regional production functions.
 
 
 
== Forecasting and/or Analysis Using Input-Output ==
 
 
 
This discussion focuses on the use of input-output techniques in transportation; there is a vast literature on the technique as such.
 
 
 
{| border="1" cellpadding="5" cellspacing="0" align="center"
 
|+'''Table: Interregional Transactions'''
 
|Economic Activities
 
| Ag
 
|North Mfg
 
| ...
 
| ...
 
| Ag
 
|East Mfg
 
| ...
 
| ...
 
| Ag
 
|West Mfg
 
| ...
 
| ...
 
|Exports
 
|Total Outputs
 
|-
 
| North Mfg
 
|-
 
| ...
 
|-
 
| ...
 
|-
 
| Ag
 
|-
 
| East Mfg
 
|-
 
| ...
 
|-
 
| ...
 
|-
 
| Ag
 
|-
 
| West Mfg
 
|-
 
|-
 
| ...
 
|-
 
| ...
 
|-
 
|}
 
 
 
As we see from the use of the economic base study, [[Urban area|Urban]] [[transportation planning]] studies are demand-driven.  The question we want to answer is, “What transportation need results from some economic development:  what’s the feedback from development to transportation?”  For that question, input-output is helpful.  That’s the question Hock posed.  There is an increase in the final demand vector, changed inter-industry relations result, and there is an impact on transportation requirements.
 
 
 
[[Rappoport]] et al. (1979) started with consumption projections.  These drove solutions of a national I-O model for projections of [[GNP]] and transportation requirements as per the transportation vector in the I-O matrix.  Submodels were then used to investigate [[modal split]] and energy consumption in the transportation sector. 
 
 
 
Another question asked is: What is the impact of the transportation construction activity on an area?  One of the first studies made of the impact of the [[interstate highway system]] used the national I/O model to forecast impacts measured in increased steel production, cement, employment, etc.
 
 
 
{| border="1" cellpadding="5" cellspacing="0" align="center"
 
|+'''Table: Input-Output Model for Hypothetical Economy Total requirements from regional industries per dollar of output delivered to final demand'''
 
| Purchasing Industry
 
| Agriculture
 
| Transport
 
| Manufacturer
 
| Services
 
|-
 
| Selling Industry
 
|-
 
| Agriculture
 
| 1.14
 
| 0.22
 
| 0.13
 
| 0.12
 
|-
 
| Transportation
 
| 0.19
 
| 1.10
 
| 0.16
 
| 0.07
 
|-
 
| Manufacturing
 
| 0.16
 
| 0.16
 
| 1.16
 
| 0.06
 
|-
 
| Services
 
| 0.08
 
| 0.05
 
| 0.08
 
| 1.09
 
|-
 
| Total
 
| 1.57
 
| 1.53
 
| 1.53
 
| 1.34
 
|}
 
 
 
The [[Maritime Administration]] (MARAD) has produced the Port Impact Kit for a number of years.  This software illustrates the use of I/O models.  Simply written, it makes the technique widely available.  It shows how to calculate direct effects from the initial round of spending that’s worked out by the vessel/cargo combinations.  The direct expenditures are entered into the I/O table, and indirect effects are calculated.  These are the inter-industry-relations derived activities from the purchases of supplies, purchases, labor, etc.  An I/O table is supplied to aid that calculation.  Then, using the I/O table, induced effects are calculated.  These are effects from household purchases of goods and services made possible from the wages generated from direct and indirect effects. The Corps of Engineers has a similar capability that has been used to examine the impacts of construction or base closing.  The [[US Department of Commerce]] [[Bureau of Economic Analysis]] (BEA) (1997) model discusses how to use their state level I/O models (RIMS II).  The ready availability of BEA and MARAD-like tables and calculation tools says that we will see more and more feedback impact analysis.  The information is meaningful for many purposes.
 
 
 
Feed forward calculations seem to be much more interesting for planning.  The question is, “If an investment is made in transportation, what will be its development effects?”  An investment in transportation might lower transport costs, increase quality of service, or a mixture of these.  What would be the effect on trade flows, output, earnings, etc.?
 
 
 
The first problem we know of worked on from this point of view was in Japan in the 1950’s.  The situation was the building of a bridge to connect two islands, and the core question was of the mixing of the two island economies.
 
 
 
A first consideration is the impact of changed transportation attributes, say, lower cost, on industry location, and/or agricultural or other resource based extra active activity, and/or on markets.  A spatial price equilibrium model ([[linear programming]]) is the tool of choice for that.  Input-output then permits tracing changed inter-industry relations, impacts on wages, etc.
 
 
 
[[Britton Harris]] (1974) uses that analysis strategy.  He begins with industry location forecasting equations:  treats equilibrium of locations, markets, and prices; and pays much attention to transport costs.  An interesting thing about this and other models is that input-output considerations are no more than an accounting add-on; they hardly enter Harris’ study.  The interesting problems are the location and flow problems.
 
==Bibliography==
 
* Isard, Walter et al., Methods of Regional Analysis: An Introduction to Regional Science MIT Press 1960.
 
*  Leontief, Wassily W., Input-Output Economics. 2nd ed., New York: Oxford University Press, 1986.
 
* Miller, R.E., Karen R. Polenske and Adam Z. Rose, eds., Frontiers of Input-Output Analysis. N.Y.: Oxford UP, 1989. [HB142 F76 1989/ Suzz]
 
* Polenske, Karen Advances in Input-Output Analysis. 1976.
 
* Rappoport, Paul N. K. J. Rodenrys, and J. H. Savitt, Energy Consumption in the Transportation Services Section, research for the Electric Power Research Institute, 1979.
 
* US Department of Commerce, Bureau of Economic Analysis . Regional multipliers: A user handbook for regional input-output modeling system (RIMS II). Third edition. Washington, D.C.: U.S. Government Printing Office. 1997.
 
 
 
== See also ==
 
  
* [[Economic base analysis]]
+
*Isard, Walter. 1960. ''Methods of Regional Analysis: An Introduction to Regional Science''. MIT Press.
* [[Gross Output]]
+
*Lay, David C. 2003. ''Linear Algebra and Its Applications''. Addison Wesley. ISBN 0201709708
* [[Industrial organization]]
+
*Miller, R.E., Karen R. Polenske, and Adam Z. Rose. (eds.). 1989. ''Frontiers of Input-Output Analysis''. New York: Oxford University Press.
* [[IPO Model]]
+
*Polenske, Karen. 1976. ''Advances in Input-Output Analysis''. Ballinger Pub. Co. ISBN 9780884102779
* [[Net output]]
+
*Rappoport, Paul, N. K. J. Rodenrys, and J. H. Savitt. 1979. ''Energy Consumption in the Transportation Services Section''. Electric Power Research Institute.
* [[Shift-share analysis]]
+
*US Department of Commerce, Bureau of Economic Analysis. 1997. ''Regional multipliers: A user handbook for regional input-output modeling system'' (RIMS II). Third edition. Washington, D.C.: U.S. Government Printing Office.
  
 
==External links==
 
==External links==
*http://www2.sjsu.edu/faculty/watkins/inputoutput.htm
+
All links retrieved May 3, 2023.
  
 +
*[http://www.econlib.org/library/Enc/bios/Leontief.html Biography of Wassily Leontief (1906-1999)] – ''The Concise Encyclopedia of Economics'' online.
  
  
{{Credit3|Input-output_model|68127768|}}
+
{{Nobel laureates in economics 1969-1975}}
 +
{{Credits|Wassily_Leontief|69641092|Leontief_paradox|52339309|Input-output_model|68127768|}}

Latest revision as of 23:14, 3 May 2023


Wassily Leontief (August 5, 1905 – February 5, 1999) has been associated with the quantitative economics he invented: Input-Output analysis. Input-output was partly inspired by the Walrasian analysis of general equilibrium via inter-industry flows—which in turn were inspired by Quesnay's Tableau Economique, which Leontief's system most resembles. Leontief's technique involves the use of a matrix containing the various industries of an economy, and the products they buy and sell one to another. Although of fluctuating popularity, input-output analysis has been a mainstay of economics and economic policy and planning throughout the world since the middle of the twentieth century, a valuable tool in efforts to understand and maintain economic health and prosperity. Leontief won a Nobel Prize in Economics for his development of this model.

Biography

Wassily Leontief, the son of Wassily W. Leontief (professor of economics) and Eugenia, was born on August 5, 1905 in Munich, Germany. He entered the University of Leningrad in present day St. Petersburg in 1921. He earned his Learned Economist degree (equivalent to Master of Arts) in 1925 at the age of 19.

In 1925, he was allowed to leave the USSR, and he continued his studies at the University of Berlin and in 1929 he earned a Ph.D. degree in Economics with a specialty in "Input-Output Analysis and Economics."

From 1927 to 1930 Leontief worked at the Institute for World Economics of the University of Kiel. There, he researched the derivation of statistical supply and demand curves. In 1929, he traveled to China to assist the Ministry of Railroads as an adviser.

In 1931, he went to the United States and was employed by the National Bureau of Economic Research. In 1932, Leontief married the poet Estelle Marks. Their only child, Svetlana Leontief Alpers, was born in 1936. His wife died in 2005.

Harvard University employed him in its department of economics in 1932, and in 1946 he became a professor of economics. Around 1949, Leontief used the primitive computer systems available at the time at Harvard to model data provided by the U.S. Bureau of Labor Statistics to divide the U.S. economy into 500 sectors. He modeled each sector with a linear equation based on the data and used the computer, the Harvard Mark II, to solve the system, one of the first significant uses of computers for mathematical modeling (Lay 2003). Leontief set up the Harvard Economic Research Project in 1948 and remained its director until 1973. Starting in 1965 he chaired the Harvard Society of Fellows.

In 1975, Leontief joined New York University and founded and directed the Center for Economic Analysis.

Wassily Leontief died in New York City, on Friday, February 5, 1999 at the age of 93.

Work

Leontief's most important contribution to economics will forever be the Input-output System. He realized that in order to understand and be able to manipulate the economy of a country or a region, one needs to come up with a model based on the various sectors of the given economy. His work resulted in his 1941 classic, Structure of American Industry. Leontief followed up this work with a series of classical papers on input-output economics .

Based on the assumption that each industry in the economy has two types of demands: external demand (from outside the system) and internal demand (demand placed on one industry by another in the same system), Leontief developed his model representing the economy as a system of linear equations.

Leontief's interests were not, however, limited to input-output models. His 1936 article on "composite commodities" made him, together with Hicks, the father of the famous microeconomic theorem. His early reviews of Keynes's General Theory made important contributions to the Neo-Keynesian synthesis' stress on fixed nominal wages in interpreting Keynes's theory. His 1933 article on the analysis of international trade is still studied today, and his 1946 contribution on the wage contract outlined what is now a classical application of the principal-agent model before that term was invented. His 1953 finding that Americans were exporting labor-intensive rather than capital-intensive goods—"Leontief's Paradox"—brought into question the validity of the conventional Neoclassical theory of international trade.

Input-output Model

In 1941, while a professor at Harvard, Leontief calculated an input-output (I-O) table for the American economy. Input-output analysis considers inter-industry relations in an economy, depicting how the output of one industry goes to another industry where it serves as an input, and thereby makes one industry dependent on another both as customer of output and as supplier of inputs. An input-output model is a specific formulation of input-output analysis. We present here a simple I-O model for three industries: agriculture, manufacturing, and transportation.

Each row of the input-output matrix reports the monetary value of an industry's inputs and each column represents the value of an industry's outputs. Suppose there are three industries: “agriculture,” “manufacturing,” “transportation,” plus “labor” as inputs. Row 1 reports the value of inputs to Industry 1 from Industries 1, 2, and 3. Rows 2 and 3 do the same for those industries, while the row 4 depicts the inputs of the "Labor" into the system. Column 1 reports the value of outputs from Industry 1 to Industries 1, 2, 3, and to input factor ("Labor") 4. Columns 2 and 3 do the same for the other industries.

Francois Quesnay developed a cruder version of this technique called the Tableau économique.

The matrix devised by Leontief is often used to show the effect of a change in production of a final commodity on the demand for inputs. Take, for example, a 10 percent increase in the production of “Agriculture.” With the simple input-output table of our example (and the subsequent algebraic matrix), one can estimate how much additional “Labor,” “Machinery,” and other inputs will be required to increase “Agriculture” production.

Input-output concepts are simple. Consider the production of any of the three column sectors i, such that i = 1, 2, 3, while we have 4 rows of inputs j, such that j = 1, 2, 3, 4.

We may isolate and analyze: (1) the quantity of that production that goes to final consumption or demand (Ci), (2) the quantity that goes to total output (Xi), and (3) the flows (xij) from that industry to other industries. To this end we must write a transactions tableau.

Table: Transactions in a Three Sector Economy
Economic Activities Inputs to Agriculture Inputs to Manufacturing Inputs to Transport Final Demand (Ci) Total Output (Xi)
Agriculture 5 (x ij) 15 2 68 90
Manufacturing 10 20 (x ij) 10 40 80
Transportation 10 15 5 (x ij) 0 30
Labor 25 30 5 0 60

Caution may be necessary in using I-O tables. Take for example “Transportation.” It is explicitly recognized when transportation is identified as an industry—how much is purchased from transportation in order to produce. But this is not very satisfactory because transportation requirements differ, depending on industry locations and capacity constraints on regional production. Also, the receiver of goods generally pays freight cost, and often transportation data are lost because transportation costs are treated as part of the cost of the goods.

There is yet another reason for a strong caution to be employed in using the I-O tables as axiomatic "truth." It lies in the assumption—to take the example of “agriculture”—that agricultural production requires the inputs in the proportion they were used during the time period used to estimate the table. The I-O coefficients were, most certainly computed in the past, whether in the "long" or "not so long" past is immaterial.

And therein lies the rub. Although the table is useful as a rough approximation of the inputs required, it is known that proportions are not fixed. Specifically, when the cost of one input rises, producers reduce their use of this input and substitute other inputs whose prices have not risen. The time-shift between "then" (when the I-O table coefficients were computed) and "now" (when we analyze the individual table entries) is there.

If wage rates rise, for example, producers can substitute capital for labor and, by accepting more wasted materials, can even substitute raw materials for labor. In a technical sense, input-output analysis can be seen as a special case of consistency analysis without money and without entrepreneurship, technical innovation, and transaction cost, and above all, there is the question about the stability of coefficients as production increases or decreases.

Leontief's Paradox

Early on, input-output analysis was used to estimate the economy-wide impact of converting from war production to civilian production after World War II. It has also been used to understand the flow of trade between countries.

Indeed, a 1953 article by Wassily Leontief showed, using input-output analysis, that United States exports were relatively labor-intensive compared to United States imports. This was the opposite of what economists had expected at the time, given the high level of U.S. wages and the relatively high amount of capital per worker in the United States. Leontief's finding was termed the Leontief paradox.

Since then, the paradox has been resolved. It has been argued that the US has an advantage in highly skilled labor more so than capital. This can be seen as viewing "capital" more broadly, to include human capital. Using this definition, the exports of the U.S. are very (human) capital-intensive, and not particularly intensive in (unskilled) labor.

Others have explained the paradox by reducing the importance of comparative advantage as a determinant of trade. For example, demand may play a more important role than comparative advantage as a determinant of trade—with the hypothesis that countries which share similar demands will be more likely to trade. For instance, both the United States and Germany are developed countries with a significant demand for cars and both have large automotive industries. Rather than one country dominating the industry with a comparative advantage, both countries may trade different brands of cars between them.

Legacy

Leontief is primarily associated with the development of the linear activity model of General equilibrium and the use of input-output analysis that results from it. He has also made contributions in other areas of economics, such as his model of international trade where he documented the famous "Leontief paradox." He was also one of the first to establish the composite commodity theorem.

Throughout his life Leontief campaigned against "theoretical assumptions and nonobserved facts." According to Leontief too many economists were reluctant to "get their hands dirty" by working with raw empirical facts. To that end Wassily Leontief made a great advance in making quantitative data more accessible, and more indispensable, to the study of economics.

Leontief earned the Nobel Prize in Economics for his work on input-output tables. The Input-output model of economics uses a matrix representation of a nation's (or a region's) economy to predict the effect of changes in one industry on others and by consumers, government, and foreign suppliers on the economy. I-O analysis remains an active branch of economics, and one with numerous offshots. Some of its most popular applications are those that Leontief helped pioneer, including national accounts and trade, environmental studies, and technological change forecast. The methodology has been used for economic planning throughout the world, whether in Western, Socialist, or Third World countries.

Major Works

  • Leontief, Wassily. 1936. "The Fundamental Assumption of Mr. Keynes's Monetary Theory of Unemployment," QJE.
  • Leontief, Wassily. 1936. "Composite Commodities and the Problem of Index Numbers," Econometrica.
  • Leontief, Wassily. 1937. "Implicit Theorizing: a methodological criticism of the Neo-Cambridge school," QJE.
  • Leontief, Wassily. [1941] 1953. The Structure of the American Economy. Oxford University Press.
  • Leontief, Wassily. 1947. "The Pure Theory of the Structure of Functional Relationships," Econometrica.
  • Leontief, Wassily. 1947. "Postulates: Keynes's General Theory and the classicists," in: Harris. (ed.) The New Economics.
  • Leontief, Wassily. 1953. Studies in the Structure of the American Economy.
  • Leontief, Wassily. 1953. "Domestic Production and Foreign Trade: the American capital position re-examined," Proceedings of American Philosophical Society.
  • Leontief, Wassily. 1956. "Factor Proportions and the Structure of American Trade: Further theoretical and empirical analysis," REStat.
  • Leontief, Wassily. [1966] 1986. Input-Output Economics. New York, NY: Oxford University Press. ISBN 0195035275
  • Leontief, Wassily. 1985. Essays in Economics: Theories, Theorizing, Facts, and Policies. Transaction Publishers. ISBN 0878559930

References
ISBN links support NWE through referral fees

  • Isard, Walter. 1960. Methods of Regional Analysis: An Introduction to Regional Science. MIT Press.
  • Lay, David C. 2003. Linear Algebra and Its Applications. Addison Wesley. ISBN 0201709708
  • Miller, R.E., Karen R. Polenske, and Adam Z. Rose. (eds.). 1989. Frontiers of Input-Output Analysis. New York: Oxford University Press.
  • Polenske, Karen. 1976. Advances in Input-Output Analysis. Ballinger Pub. Co. ISBN 9780884102779
  • Rappoport, Paul, N. K. J. Rodenrys, and J. H. Savitt. 1979. Energy Consumption in the Transportation Services Section. Electric Power Research Institute.
  • US Department of Commerce, Bureau of Economic Analysis. 1997. Regional multipliers: A user handbook for regional input-output modeling system (RIMS II). Third edition. Washington, D.C.: U.S. Government Printing Office.

External links

All links retrieved May 3, 2023.


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