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en:cobb-douglas-production-function [2017/11/06 09:09]
federico
en:cobb-douglas-production-function [2018/03/16 17:46]
federico
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 ====== Cobb-Douglas Production Function ====== ====== Cobb-Douglas Production Function ======
  
- +The Cobb-Douglas Production Function is a particular form of the [[:​en:​production-function|]].
-The Cobb-Douglas Production Function is a particular form of the [[Production Function]].+
  
 It takes the following form: It takes the following form:
  
-Q(L,K) = A L<​sup>​β</​sup>​K<​sup>​α</​sup>​+Q(L,K) = A L<​sup>​β</​sup> ​ K<​sup>​α</​sup>​
  
-  ​* L:labor+   * L:labor
   * K:capital   * K:capital
   * Q:output   * Q:output
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 The main characteristics of the Cobb-Douglas production function are: The main characteristics of the Cobb-Douglas production function are:
  
-  - The [[marginal product]] is positive and decreasing. +  - The [[:​en:​marginal-product|marginal product]] is positive and decreasing. 
-  - [[en:​cobb-douglas-output-elasticity|Output elasticity]] is constant, equal to α for L or β for K. +  - [[:en:​cobb-douglas-output-elasticity|Output elasticity]] is constant, equal to α for L or β for K. 
-  - [[Return to scale]] are α+β+  - [[:​en:​return-to-scale|Return to scale]] are α+β
  
 Plot of a Cobb-Douglas production function: Plot of a Cobb-Douglas production function:
  
-{{:​en:​cobb-douglas-ew.jpg?​nolink|}}{{ :​en:​cobb-douglas-1.svg.png?​nolink|}}+{{:​en:​cobb-douglas-ew.jpg?​nolink&}}{{  :​en:​cobb-douglas-1.svg.png?​nolink&}}
  
 ===== The marginal product is positive and decreasing ===== ===== The marginal product is positive and decreasing =====
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 This behavior is usually seen in a lot of real world examples. To find the marginal product of a production factor, we derivate the total output with respect that factor. For example, to find the marginal product of capital: This behavior is usually seen in a lot of real world examples. To find the marginal product of a production factor, we derivate the total output with respect that factor. For example, to find the marginal product of capital:
  
-∂Q / ∂K = +∂Q / ∂K =
  
-= α * (A L<​sup>​β</​sup>​) K<​sup>​(α-1)</​sup>​+= α * (A L<​sup>​β</​sup>​ ) K<​sup>​(α-1)</​sup>​
  
-Given that α is positive and lower than 1, the marginal product is positive and decreasing. ​+Given that α is positive and lower than 1, the marginal product is positive and decreasing.
  
 Graphically:​ Graphically:​
  
-{{:​es:​cobb-douglas-marginal.png?​nolink|}}+{{:​es:​cobb-douglas-marginal.png?​nolink&}}
  
 ===== Output elasticity is constant ===== ===== Output elasticity is constant =====
  
-Output elasticity is defined as the percent change in output, when there is a percent change in one production factor. ​+Output elasticity is defined as the percent change in output, when there is a percent change in one production factor.
  
-In the case of the Cobb-Douglas production function, output elasticity is constant. Output elasticity of labor is β and output elasticity of capital is α. +In the case of the Cobb-Douglas production function, output elasticity is constant. Output elasticity of labor is β and output elasticity of capital is α.
  
 ==== Proof ==== ==== Proof ====
  
-By definition, output elasticity is: +By definition, output elasticity is:
  
-(∂Q/Q) / (∂L/L) = +(∂Q/Q) / (∂L/L) =
  
-= (∂Q/∂L) / (Q/L) That is the marginal product of labor divided the medium product of labor. ​+= (∂Q/∂L) / (Q/L) That is the marginal product of labor divided the medium product of labor.
  
-= [ Aβ L<​sup>​β-1</​sup>​) K<​sup>​α</​sup>​ ] / [ A L<​sup>​β</​sup>​ K<​sup>​α</​sup>​ / L ]+= [ Aβ L<​sup>​β-1</​sup>​ ) K<​sup>​α</​sup> ​  ​] / [ A L<​sup>​β</​sup> ​  ​K<​sup>​α</​sup> ​  ​/ L ]
  
-Given that 1/L is L<​sup>​-1</​sup>,​ AL<​sup>​β</​sup>​K<​sup>​α</​sup>/​L is AL<​sup>​β-1</​sup>​K<​sup>​α</​sup>​. It follows that output elasticity is: +Given that 1/L is L<​sup>​-1</​sup>​ , AL<​sup>​β</​sup> ​ K<​sup>​α</​sup> ​ /L is AL<​sup>​β-1</​sup> ​ K<​sup>​α</​sup>​ . It follows that output elasticity is:
  
-= AβL<​sup>​β-1</​sup>​K<​sup>​α</​sup>​ / AL<​sup>​β-1</​sup>​K<​sup>​α</​sup>​+= AβL<​sup>​β-1</​sup> ​ K<​sup>​α</​sup> ​  ​/ AL<​sup>​β-1</​sup> ​ K<​sup>​α</​sup>​
  
 The only difference between the numerator and the denominator is β; then: The only difference between the numerator and the denominator is β; then:
  
-Output elasticity = AβL<​sup>​β-1</​sup>​K<​sup>​α</​sup>​ / AL<​sup>​β-1</​sup>​K<​sup>​α</​sup>​ = β+Output elasticity = AβL<​sup>​β-1</​sup> ​ K<​sup>​α</​sup> ​  ​/ AL<​sup>​β-1</​sup> ​ K<​sup>​α</​sup> ​  ​= β
  
 ===== Return to scale are α+β ===== ===== Return to scale are α+β =====
  
-Returns to scale measure the proportional change in output, given a proportional change in the quantity of every factor of production. ​+Returns to scale measure the proportional change in output, given a proportional change in the quantity of every factor of production.
  
 ==== Proof ==== ==== Proof ====
- 
  
 If we increase every factor in a given constant c, the new output level will be: If we increase every factor in a given constant c, the new output level will be:
  
-Q<​sup>'</​sup>​ = A(cL)<​sup>​β</​sup>​(cK)<​sup>​α</​sup>​+Q<​sup>'</​sup> ​  ​= A(cL)<​sup>​β</​sup> ​ (cK)<​sup>​α</​sup>​ 
 + 
 += Ac<​sup>​β</​sup> ​ L<​sup>​β</​sup> ​ c<​sup>​α</​sup> ​ K<​sup>​α</​sup>​ 
 + 
 += c<​sup>​β</​sup> ​ c<​sup>​α</​sup> ​ AL<​sup>​β</​sup> ​ K<​sup>​α</​sup>​
  
-Ac<​sup>​β</​sup>​L<​sup>​β</​sup>​c<​sup>​α</​sup>​K<​sup>​α</​sup>​+c<​sup>​β+α</​sup> ​ Q
  
-c<​sup>​β</​sup>​c<​sup>​α</​sup>​AL<​sup>​β</​sup>​K<​sup>​α</​sup>​+This means that if we increase every production factor by c, the output level will increase in c<​sup>​β+α</​sup> ​.
  
-= c<​sup>​β+α</​sup>​Q+If β+α = 1, the output will increase in c. In this case, the Cobb-Douglas production function has constant return to scale.
  
-This means that if we increase every production factor by c, the output ​level will increase in c<​sup>​β+α</​sup>​.+If β+α < 1, the proportional increase in output will be lower than the proportional ​increase in production factors. In this case, the Cobb-Douglas production function has decreasing returns to scale.
  
-If β+α 1, the output will increase in c. In this case, the Cobb-Douglas ​production function has constant return ​to scale. ​+If β+α 1, the proportional increase in output will be higher than the proportional ​increase in production factors. In this case, the production function has increasing returns ​to scale.
  
-If  β+α < 1, the proportional increase in output ​will be lower than the proportional increase in production factors. In this case, the Cobb-Douglas production function has decreasing returns to scale. ​+[[:​en:​cobb-douglas-output-elasticity|]]
  
-If β+α > 1, the proportional increase in output will be higher than the proportional increase in production factors. In this case, the production function has increasing returns to scale. ​ 
  
-[[Cobb-Douglas output elasticity]] 
en/cobb-douglas-production-function.txt · Last modified: 2019/04/06 08:27 by federico