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Production Analysis
Producer has to decide on…..
 How much to produce
 What capacity to be installed

 What combination of inputs to be
  employed to maximise profits and
  minimise costs
 At what price to sell
Production function
   A production function is a functional
    specification that provides the most efficient
    combination of input with which a chosen
    target level of output can be produced.

   It is specific to each industry and
    technology.

   Decisions that producers need to make:
    – To meet increased demand, should the
      firm go in for capacity expansion or
      stretch the existing production facilities.
    – How should they handle existing idle
      capacity.
Production Function
 Decision variable involved in production
  decisions are – Inputs and Output
 Input is anything that the firm employs in
  the production process
 Output is what the firm produces making
  use of inputs.
 Production functions change when the
  technical process of production change
  leading to an entirely different set of input
  combinations related in an entirely
  different manner.
Production Function with two
          variable inputs
 Q = f (K , L) where K is capital and L
  is labour.
 Given a target level of output, this
  function gives us the highest level of
  output that can be produced from a
  given combination of inputs.
 Production function can take many
  forms like F(L,K) = 3L + 2K2, or, 5K0.5 L0.5,
  or any other form
Production function…
 Consider the following combination of
  inputs for the production of a given level
  of output, say 160 cars.
 Given f(L,K) = 5K0.5L0.5


     Combination   L    K        Output
     A             50   20.5     160
     B             40   25.6     160
     C             30   34.13    160
     D             20   51.2     160
Production function…
 Consider the following combination of
  inputs for the production of different levels
  of output
 Given f(L,K) = 5K0.5L0.5

     Combination   L     K        Output
     A             50    20.5     160
     B             40    40       200
     C             30    120      300
     D             20    128      400
Isoquant
 An  isoquant is a curve on which
  every point satisfies the production
  function and thus, all combination of
  L and K on an isoquant are
  technically efficient combination with
  which the given level of output can
  be produced.
 Each isoquant corresponds to a
  different level of output.
Production Function with
         Isoquant Map
Y    O    U    T    P    U     T
8    37   60   83   96   107   117   127
7    42   64   78   90   101   110   119
6    37   52   64   73   82    90    97
5    31   47   58   67   75    82    89
4    24   39   52   60   67    73    79
3    17   29   41   52   58    64    69
2    8    18   29   39   47    52    65
1    4    8    14   20   27    24    21
X    1    2    3    4    5     6     7
Isoquant map
 The preceding table represents a
  production function with two inputs, X and
  Y
 It can be observed that combinations (2,6),
  (3,4), (4,3), (6,2)yield same level of
  output, that is 52.
 By connecting the combinations we get the
  isoquant corresponding to output level 52
 Similar combinations for different levels of
  output can be produced can be extracted
  from the table.
Isoquants
 Graphical representation of
  production function
 A curve drawn through the technically
  feasible combinations of inputs to
  produce a target level of output

           K




                         Output 260
                        Output 200
                        Output 160

   Marginal rate of technical substitution
                        L
    is the substitution of one input for
    another. MRTS = -change in K/change
    in labor
Properties of Isoquants
   They are downward sloping – That is as you
    employ more and more of the input on the X
    axis, you necessarily employ less of the input
    on the Y axis in order to maintain the same
    level of output. Employing more of both inputs
    would lead to a higher isoquant.

   They are convex to the origin – This happens
    as the power to substitute diminishes, called
    as the marginal physical product as we
    employ more and more of a factor. However,
    in case of perfect substitutes the isoquant is a
    downward sloping straight line with a
    constant slope, while for perfect complements
    the isoquant is a L shaped curve.
Properties of Isoquants
   They do not intersect each other



    Application of Isoquants
   Isoquants enable the decision maker to
    conceptualize the trade-offs involved in
    substitution between inputs. Managers
    consider the costs and benefits of
    substituting one input for another and select
    that one where the net benefits are
    maximised.
   Isoquant model helps the decision maker to
    figure out the increase /decrease in output
    with a change in input.
Production function with one variable input

   Short run is defined as a period during
    which only one of the inputs can be
    varied.

   Long run is defined as a period during
    which no factor is fixed and all input
    factors can be varied.

   Average Product : Q /L

   Marginal Product : MP = dQ/dL ie it is the
    increase in output for a unit increase in
    the variable input.
Production function
   Law of diminishing returns or the law of
    variable proportions - According to this
    relationship, in a production system with
    fixed and variable inputs (say factory size and
    labor), beyond some point, each additional
    unit of variable input yields less and less
    output
   Increasing return is the stage where with
    each additional unit of variable input
    employed, the marginal product increases.
          O
          U                 1 – Stage of increasing returns; Ex>1
          T    1           2 – Stage of decreasing returns,0<Ex<1
          P            3     3 – Stage of negative returns; Ex<0
                   2
          U
          T
Production function
   Diminishing return is the stage where
    with each additional unit of variable
    input employed, the output increases but
    at a decreasing rate.
   The stage where with increase in
    variable input, the decreasing marginal
    product becomes negative, resulting in a
    decline of total output. It is the stage of
    negative returns. At this point the
    variable factor becomes counter
    productive.
          O
          U                 1 – Stage of increasing returns; Ex>1
          T    1           2 – Stage of decreasing returns,0<Ex<1
          P            3     3 – Stage of negative returns; Ex<0
                   2
          U
          T
Production function with one
           variable input
 Total Product: Q = 30L+20L2-L3
 Average Product : Q /L

 Marginal Product : MP = dQ/dL =
  30+40L-3L2
Production Elasticity
   Production elasticity is the proportionate
    change in output due to a proportionate
    change in input.
   ∆Q / ∆X * X / Q = MPx * 1 / APx
   Production elasticity greater than one
    indicates that output increases by a
    proportion greater than the increase in input.
   In cases where the elasticity is zero, there is
    no change in output due to a change in input.
   For a value of production elasticity less than
    zero indicates that output decreases with a
    given increase in input.
Three Stages of Production
 Stage 1: AP is increasing, MP is
  increasing and Production Elasticity is
  > 1. This stage corresponds to output
  levels that indicate underutilization of
  capacity.
 Stage 2: AP and MP are decreasing,
  until MP=0 and Production Elasticity
  is 0 < Prod.Elas < 1. Producer’s
  optimal choice of employment of
  variable input lies in this stage.
Three Stages of Production
   Stage 3: MP and AP continue to
    decrease and MP <0; leading to
    decrease in total product with
    increasing units of input and
    Production Elasticity < 0. No rational
    producer would want to be in this
    stage. This stage corresponds to
    output levels that indicate
    overutilization of capacity.
Relationship between Marginal physical
 product and marginal rate of technical
              substitution
 MRTS   is equal to slope of the
  isoquant ie =-∆K/ ∆L
 MRTS can also be expressed
  algebraically. While moving from A to
  B or B to C on an isoquant, the
  following condition is to be satisfied:
 MP x ∆L + MP x ∆K = 0
      l          k
 Therefore - ∆K/ ∆L = MP /MP
                            l    k
Returns to Scale
   The rate at which output increases to a
    proportionate change in all inputs is known as the
    degree of returns to scale. Increasing output
    given constraints of technology means moving
    from one isoquant to another.
   Increasing Returns to Scale - When output
    increases by a proportion greater than the
    proportionate increase in all inputs. Specialization
    and division of labor assists in being in this stage.
   Decreasing returns to scale – Output increases by
    a proportion less than that of the increase in
    inputs.
   Constant returns to scale – Output increases by
    the same proportion as the increase in inputs.
Estimation of production functions
There are a variety of production functions
 Linear production functions: Q = a + bX,
  these are subject to constant returns only
 Quadratic prod. Functions: Q = a + bX –
  cX2 , these capture the diminishing returns
  phase ( in –cX2 ) but not the increasing
  returns to scale.
 Cubic form pfs.: Q = a + bX + cX2 -dX3 ,
  these capture both the increasing and the
  diminishing returns to scale
 Power function : Q =aXb
Cobb – Douglas Production
             Function
  Q = A Lα Kβ
 Q = total production (the monetary value of
  all goods produced in a year); L = labor
  input ;K = capital input ; A =
  total factor productivity; α and β are the
  output elasticities of labor and capital,
  respectively
Where, α + β indicates Returns to Scale
If > 1, it exhibits Increasing Returns to Scale
If < 1, it exhibits Decreasing Returns to Scale
If = 1, it exhibits Constant Returns to Scale
Optimal Input Levels
 Level of output determines the
  demand for inputs and employment
  of inputs is related to revenue
  generated from the output.
 Stage of decreasing – diminishing
  returns is where the producer should
  be operating with one variable input.
 Total revenue product is total
  product multiplied by the market
  price of output
Optimal Input Levels
 Marginal  revenue product is the
  change in total revenue product due
  to a unit change in the variable input
  = MP * Price
 Total variable cost is total cost of the
  variable input and is arrived at by
  multiplying quantity of variable input
  by its price.
 Marginal variable cost is the change
  in total variable cost due to a unit
  change in the variable input.
Optimal Input Levels
 With one variable input, producer
  produces in stage of decreasing returns
  produces upto the point where Marginal
  Revenue Product (MRP) = Marginal
  Variable Cost.
   MRP = MP * MR=MVC
 With many variable inputs:

   MPL / PL = MPK / PK = ……….
Optimal Combination of Inputs
 Given that each combination of
 inputs have a different cost attached,
 the producer needs to arrive at the
 least cost combination. The concept
 of the ‘isocost’ line is used for
 arriving at the optimal combination.

 An isocost line gives the combination
 of inputs that can be purchased in
 the market at the going market
 prices with a tentative budget. All
 combinations on this line result in
 the same total cost.
Optimal Combination of Inputs
 The point of tangency between an isocost
  line and an isoquant gives the least cost
  combination of inputs with which the
  output level corresponding to the isoquant
  can be produced. Isocost line is linear as
  input prices are constant.
 For a given target level of output, the
  combination of inputs on the isocost line,
  which is tangential to the isoquant is the
  optimal combination. The optimum point
  must be technically efficient (lie on the
  relevant isoquant) and has to satisfy the
  cost constraint).
Optimal Combination of Inputs
   Isoproduct curve : This curve gives us the
    combination of outputs that two levels of
    constant input quantities can produce, assuming
    production is most efficient and the inputs are
    completely exhausted. The curve is concave
    assuming diminishing returns occur when
    specialization increases. This curve is also called
    the production frontier as it indicates the highest
    levels of the two outputs that can be produced
    with the given inputs.
   The economy can go beyond the frontier only
    when the frontier shifts outward. This happens
    when:
   More is produced as the resource base has
    expanded or technological change has occurred.
   If there is trade between economies, then it is
    possible for an economy to consume more than it
    has produced.

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Production analysis (2)

  • 2. Producer has to decide on…..  How much to produce  What capacity to be installed  What combination of inputs to be employed to maximise profits and minimise costs  At what price to sell
  • 3. Production function  A production function is a functional specification that provides the most efficient combination of input with which a chosen target level of output can be produced.  It is specific to each industry and technology.  Decisions that producers need to make: – To meet increased demand, should the firm go in for capacity expansion or stretch the existing production facilities. – How should they handle existing idle capacity.
  • 4. Production Function  Decision variable involved in production decisions are – Inputs and Output  Input is anything that the firm employs in the production process  Output is what the firm produces making use of inputs.  Production functions change when the technical process of production change leading to an entirely different set of input combinations related in an entirely different manner.
  • 5. Production Function with two variable inputs  Q = f (K , L) where K is capital and L is labour.  Given a target level of output, this function gives us the highest level of output that can be produced from a given combination of inputs.  Production function can take many forms like F(L,K) = 3L + 2K2, or, 5K0.5 L0.5, or any other form
  • 6. Production function…  Consider the following combination of inputs for the production of a given level of output, say 160 cars.  Given f(L,K) = 5K0.5L0.5 Combination L K Output A 50 20.5 160 B 40 25.6 160 C 30 34.13 160 D 20 51.2 160
  • 7. Production function…  Consider the following combination of inputs for the production of different levels of output  Given f(L,K) = 5K0.5L0.5 Combination L K Output A 50 20.5 160 B 40 40 200 C 30 120 300 D 20 128 400
  • 8. Isoquant  An isoquant is a curve on which every point satisfies the production function and thus, all combination of L and K on an isoquant are technically efficient combination with which the given level of output can be produced.  Each isoquant corresponds to a different level of output.
  • 9. Production Function with Isoquant Map Y O U T P U T 8 37 60 83 96 107 117 127 7 42 64 78 90 101 110 119 6 37 52 64 73 82 90 97 5 31 47 58 67 75 82 89 4 24 39 52 60 67 73 79 3 17 29 41 52 58 64 69 2 8 18 29 39 47 52 65 1 4 8 14 20 27 24 21 X 1 2 3 4 5 6 7
  • 10. Isoquant map  The preceding table represents a production function with two inputs, X and Y  It can be observed that combinations (2,6), (3,4), (4,3), (6,2)yield same level of output, that is 52.  By connecting the combinations we get the isoquant corresponding to output level 52  Similar combinations for different levels of output can be produced can be extracted from the table.
  • 11. Isoquants  Graphical representation of production function  A curve drawn through the technically feasible combinations of inputs to produce a target level of output K Output 260 Output 200 Output 160  Marginal rate of technical substitution L is the substitution of one input for another. MRTS = -change in K/change in labor
  • 12. Properties of Isoquants  They are downward sloping – That is as you employ more and more of the input on the X axis, you necessarily employ less of the input on the Y axis in order to maintain the same level of output. Employing more of both inputs would lead to a higher isoquant.  They are convex to the origin – This happens as the power to substitute diminishes, called as the marginal physical product as we employ more and more of a factor. However, in case of perfect substitutes the isoquant is a downward sloping straight line with a constant slope, while for perfect complements the isoquant is a L shaped curve.
  • 13. Properties of Isoquants  They do not intersect each other Application of Isoquants  Isoquants enable the decision maker to conceptualize the trade-offs involved in substitution between inputs. Managers consider the costs and benefits of substituting one input for another and select that one where the net benefits are maximised.  Isoquant model helps the decision maker to figure out the increase /decrease in output with a change in input.
  • 14. Production function with one variable input  Short run is defined as a period during which only one of the inputs can be varied.  Long run is defined as a period during which no factor is fixed and all input factors can be varied.  Average Product : Q /L  Marginal Product : MP = dQ/dL ie it is the increase in output for a unit increase in the variable input.
  • 15. Production function  Law of diminishing returns or the law of variable proportions - According to this relationship, in a production system with fixed and variable inputs (say factory size and labor), beyond some point, each additional unit of variable input yields less and less output  Increasing return is the stage where with each additional unit of variable input employed, the marginal product increases. O U 1 – Stage of increasing returns; Ex>1 T 1 2 – Stage of decreasing returns,0<Ex<1 P 3 3 – Stage of negative returns; Ex<0 2 U T
  • 16. Production function  Diminishing return is the stage where with each additional unit of variable input employed, the output increases but at a decreasing rate.  The stage where with increase in variable input, the decreasing marginal product becomes negative, resulting in a decline of total output. It is the stage of negative returns. At this point the variable factor becomes counter productive. O U 1 – Stage of increasing returns; Ex>1 T 1 2 – Stage of decreasing returns,0<Ex<1 P 3 3 – Stage of negative returns; Ex<0 2 U T
  • 17. Production function with one variable input  Total Product: Q = 30L+20L2-L3  Average Product : Q /L  Marginal Product : MP = dQ/dL = 30+40L-3L2
  • 18. Production Elasticity  Production elasticity is the proportionate change in output due to a proportionate change in input.  ∆Q / ∆X * X / Q = MPx * 1 / APx  Production elasticity greater than one indicates that output increases by a proportion greater than the increase in input.  In cases where the elasticity is zero, there is no change in output due to a change in input.  For a value of production elasticity less than zero indicates that output decreases with a given increase in input.
  • 19. Three Stages of Production  Stage 1: AP is increasing, MP is increasing and Production Elasticity is > 1. This stage corresponds to output levels that indicate underutilization of capacity.  Stage 2: AP and MP are decreasing, until MP=0 and Production Elasticity is 0 < Prod.Elas < 1. Producer’s optimal choice of employment of variable input lies in this stage.
  • 20. Three Stages of Production  Stage 3: MP and AP continue to decrease and MP <0; leading to decrease in total product with increasing units of input and Production Elasticity < 0. No rational producer would want to be in this stage. This stage corresponds to output levels that indicate overutilization of capacity.
  • 21. Relationship between Marginal physical product and marginal rate of technical substitution  MRTS is equal to slope of the isoquant ie =-∆K/ ∆L  MRTS can also be expressed algebraically. While moving from A to B or B to C on an isoquant, the following condition is to be satisfied:  MP x ∆L + MP x ∆K = 0 l k  Therefore - ∆K/ ∆L = MP /MP l k
  • 22. Returns to Scale  The rate at which output increases to a proportionate change in all inputs is known as the degree of returns to scale. Increasing output given constraints of technology means moving from one isoquant to another.  Increasing Returns to Scale - When output increases by a proportion greater than the proportionate increase in all inputs. Specialization and division of labor assists in being in this stage.  Decreasing returns to scale – Output increases by a proportion less than that of the increase in inputs.  Constant returns to scale – Output increases by the same proportion as the increase in inputs.
  • 23. Estimation of production functions There are a variety of production functions  Linear production functions: Q = a + bX, these are subject to constant returns only  Quadratic prod. Functions: Q = a + bX – cX2 , these capture the diminishing returns phase ( in –cX2 ) but not the increasing returns to scale.  Cubic form pfs.: Q = a + bX + cX2 -dX3 , these capture both the increasing and the diminishing returns to scale  Power function : Q =aXb
  • 24. Cobb – Douglas Production Function  Q = A Lα Kβ  Q = total production (the monetary value of all goods produced in a year); L = labor input ;K = capital input ; A = total factor productivity; α and β are the output elasticities of labor and capital, respectively Where, α + β indicates Returns to Scale If > 1, it exhibits Increasing Returns to Scale If < 1, it exhibits Decreasing Returns to Scale If = 1, it exhibits Constant Returns to Scale
  • 25. Optimal Input Levels  Level of output determines the demand for inputs and employment of inputs is related to revenue generated from the output.  Stage of decreasing – diminishing returns is where the producer should be operating with one variable input.  Total revenue product is total product multiplied by the market price of output
  • 26. Optimal Input Levels  Marginal revenue product is the change in total revenue product due to a unit change in the variable input = MP * Price  Total variable cost is total cost of the variable input and is arrived at by multiplying quantity of variable input by its price.  Marginal variable cost is the change in total variable cost due to a unit change in the variable input.
  • 27. Optimal Input Levels  With one variable input, producer produces in stage of decreasing returns produces upto the point where Marginal Revenue Product (MRP) = Marginal Variable Cost. MRP = MP * MR=MVC  With many variable inputs: MPL / PL = MPK / PK = ……….
  • 28. Optimal Combination of Inputs  Given that each combination of inputs have a different cost attached, the producer needs to arrive at the least cost combination. The concept of the ‘isocost’ line is used for arriving at the optimal combination.  An isocost line gives the combination of inputs that can be purchased in the market at the going market prices with a tentative budget. All combinations on this line result in the same total cost.
  • 29. Optimal Combination of Inputs  The point of tangency between an isocost line and an isoquant gives the least cost combination of inputs with which the output level corresponding to the isoquant can be produced. Isocost line is linear as input prices are constant.  For a given target level of output, the combination of inputs on the isocost line, which is tangential to the isoquant is the optimal combination. The optimum point must be technically efficient (lie on the relevant isoquant) and has to satisfy the cost constraint).
  • 30. Optimal Combination of Inputs  Isoproduct curve : This curve gives us the combination of outputs that two levels of constant input quantities can produce, assuming production is most efficient and the inputs are completely exhausted. The curve is concave assuming diminishing returns occur when specialization increases. This curve is also called the production frontier as it indicates the highest levels of the two outputs that can be produced with the given inputs.  The economy can go beyond the frontier only when the frontier shifts outward. This happens when:  More is produced as the resource base has expanded or technological change has occurred.  If there is trade between economies, then it is possible for an economy to consume more than it has produced.