Lesson 6

Leontief Input-Output Analysis

Objective: Use the inverse of a square matrix to solve  Leontif Input-Output Problems

Reading Assignment:  Pages 176 through 184

Class Notes:

In 1949, Wassily Leontief used matrices to define the American economy.  He divided the United States economy into 500 sectors.  For his work, he received the Nobel Prize for Economics in 1973.

As a means of introduction to Leontief's work, lets consider an economy based on two sectors.
Two Industry Model
Consider an economy that is based on two industries, electricity and steel production.  The Electricity industry uses
30% of the electricity produced and 20% of the steel produced in its production of electricity.  The steel  industry
uses 10% of the electricity produced and 40% of the steel produced in its production of steel.  This means that for
every dollar of electricity produced, $0.30 is used by the electric company and $0.20 is used by the steel industry. 
Also for every dollar of steel produced, $0.10 is used on electricity and $0.40 is used on steel.

Let matrix M represent the model for the two industries.  

Using the above information,

Note:  The data for an industry is entered in columns, not rows.

Let x = total output of electricity and  y = total output of steel,
The internal demand for electricity is 0.30x + 0.10y
The internal demand for steel is 0.20x + 0.40y

Let a = demand for electricity and b = demand for steel
x = internal demand for electricity + demand for electricity = 0.30x + 0.10y + a
y = internal demand for steel + demand for steel = 0.20x + 0.40y + b

Using matrix equations, the economy can be written as X = MX + D
where:

Solve the matrix equation X = MX + D for matrix X:
1.  Subtract matrix MX from both sides of the equation.                 X - MX = D
2.  Multiply matrix X by the identity Matrix I.  Since 
     IX = X, this step is a substitution.                                              IX - MX = D
3.  Factor out matrix X                                                                  (I - M)X = D
4.  Multiply both sides of the equation by          
      
Since ,
then

Example 1:
An economy is based on two industries, electricity and steel production.  The Electricity industry uses
30% of the electricity produced and 20% of the steel produced in its production of electricity.  The
steel  industry uses 10% of the electricity produced and 40% of the steel produced in its production
of steel.  The demand for electricity is $32 million and the demand for steel is $48 million.  How much
electricity and steel must be produced to meet this demand?
Solution:
Let x = total output of electricity and  y = total output of steel,
The internal demand for electricity is 0.30x + 0.10y
The internal demand for steel is 0.20x + 0.40y

Let a = demand for electricity and b = demand for steel
x = internal demand for electricity + demand for electricity = 0.30x + 0.10y + a
y = internal demand for steel + demand for steel = 0.20x + 0.40y + b

Using matrix equations, the economy can be written as X = MX + D
where:     
Solving for X, 

Using your calculator,
1.  store matrix M in matrix A
2.  store matrix D in matrix D
3  store the Identity matrix, I, in B
4.  subtract Matrix A from Matrix B and store in matrix C
5.  find the inverse matrix for matrix C and store in matrix E
6.  multiply matrices E and D = X    
     Thus, x = total demand for electricity is $60 million and y = total demand for steel is $100 million.

Checking the solution.
electricity:  x = 0.30x + 0.10y + a = 0.30(60) + 0.10(100) + 32 = 60
steel :  y = 0.20x + 0.40y + b = 0.20(60) + 0.40(100) + 48 = 100

Larger Economy's
Leontif's Input-Output model applies to larger economy's.
Example 2:  
Suppose a small country produces three types of energy; electricity, natural gas, and coal.  Production of
electricity  requires 40% of electricity produced, 20% of natural gas produced and 10% of coal produced. 
Production of natural gas  requires 10% of electricity produced, 10% of natural gas produced and 5% of
coal produced.  Production of coal  requires 40% of natural gas produced 20% of coal produced.  The
demand for electricity is $800 million, natural gas is $250 million and coal is $120 million.  How much
electricity, natural gas and  coal must be produced to meet this demand?
Solution:
Let x = total output of electricity, y = total output of natural gas, and z = total output for coal 
The internal demand for electricity is 0.40x + 0.10y + 0.00z
The internal demand for natural gas is 0.20x + 0.10y + 0.40z
The internal demand for coal is 0.10 x + 0.05y + 0.20z

Let a = demand for electricity, b = demand for natural gas, and c = demand for coal
x = internal demand for electricity + demand for electricity = 0.40x + 0.10y + 0.00z + a
y = internal demand for natural gas + demand for natural gas = 0.20x + 0.10y + 0.40z + b
z = internal demand for coal + demand for coal = 0.10x  + 0.05y + 0.20z + c

Using matrix equations, the economy can be written as X = MX + D
where:      
Solving for X, 

Using your calculator,
1.  store matrix M in matrix A
2.  store matrix D in matrix D
3.  store the Identity matrix, I, in B
4.  subtract Matrix A from Matrix B and store in matrix C
5.  find the inverse matrix for matrix C and store in matrix E
6.  multiply matrices E and D = X     
     Thus, x = total demand for electricity is $1,462 million, y = total demand for natural gas is $772 million
     and z = total demand for coal is $381 million.

Checking the solution.
electricity:  0.40x + 0.10y + 0.00z + a = 0.40(1462) + 0.10(772) + 0(381) + 800 = $1,462 million
natural gas:  0.20x + 0.10y + 0.40z + b = 0.20(1462) + 0.10(772) + 0.40(381) + 250 = $772 million
coal:  0.10x  + 0.05y + 0.20z + c = 0.10(1462) + 0.05(772) + 0.20(381) + 120 = $381 million

The linear system is consistent and independent (only one solution).

Test #1 will cover material from Lessons 1 through 6.

 

Project

Click on the light bulb.  It will take you to the project, "Leontif:  Input-Output Model".  

ASSIGNMENT:
Try the following problems from Section 2-7:  1 through 21 odd

  Lesson 5            Return to Preface 

 


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