Pricing according to cost Cost-based pricing Cost of a service = - - PowerPoint PPT Presentation

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Pricing according to cost Cost-based pricing Cost of a service = - - PowerPoint PPT Presentation

Pricing according to cost Cost-based pricing Cost of a service = value of economic means used in order to provide the service Cost is a relative notion! Tariffs must cover some notion of cost related to service provisioning Cost


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SLIDE 1

Pricing according to cost

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SLIDE 2

2

Cost-based pricing

Cost of a service = value of economic means used in order to provide the service  Cost is a relative notion!

Tariffs must cover some notion of cost related to service provisioning

Cost definition  different incentives

Replacement of equipment, introduction of new technologies, encourage or deter entry, invest in sunk costs

We investigate

Theoretical aspects of cost-sharing

Cost-based pricing in practice

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SLIDE 3

Theories of cost-sharing

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SLIDE 4

4

Prices based on cost

 = set of services  = stand-alone cost of subset  Economies of scale, scope:  The service provider must share the total cost of the

services amongst the customers in a fair manner

  prices based on costs  Stable under competition  No incentives for bypass and self-production  Solutions of bargaining games  Not unique!!

) ( ) ( ) ( U c T c U T c   

n

฀  N  1,2,...,n

 

) (T c

฀  T  N

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SLIDE 5

5

 The firm sells to customers  The charges are subsidy free if they satisfy:  The stand-alone cost test  The incremental cost test  If these are violated, a new entrant can attract customers  Imply

Subsidy-free prices

฀  pixi  c(A), 

iA

A  N ฀  pixi c(N) c(N \ A),

iA

A  N

฀  {xi}

฀  pixi  c(N)

iN

฀  {pi}

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SLIDE 6

6

Subsidy-free charge example

 In order to be subsidy-free, the revenues from product A1

and product A2 must satisfy A possible set of charges are (6, 7)

13 ) ( ) (

2 2 1 1

  A r A r , 12 ) ( 2

1 1

  A r , 11 ) ( 1

2 2

  A r

A12 = 10 A1 = 2 A2 = 1

2 2 1 1 12 2 1

) , ( x A x A A x x c   

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SLIDE 7

7

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SLIDE 8

8

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SLIDE 9

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Support prices

= cost of producing quantities

 is a support price for at if it satisfies:  Price are subsidy-free for all sub-quantities of x  Note that these imply economies of scale,  Consumers have no incentives for bypass  We also need

) (x c

) ,..., , (

2 1 n

x x x

p

) (x c

x

 

N i i i

x y all for y c y p ), (

   

N i i i

x z all for z x c x c z p ), ( ) (

N i i i

x c x p ) ( ฀  D(p)  x

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SLIDE 10

10

Sustainable Prices

Potential competition:

incumbent sets prices to cover costs, competitor tries to take part of the incumbent’s market by posting prices which are lower for at least one service

We say are sustainable prices if there is no and s.t.

Necessary conditions for sustainable prices

  • 1. must operate with zero profits
  • 2. must produce at minimum cost
  • 3. prices for all subsets of output must be subsidy free

p p x

i i N i i i

p p and x c x p    

), (

' '

for some i, and

) , ( p p x x

E

  

p p

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SLIDE 11

11

Axiomatic cost sharing: Shapley value

 Cost is to be fairly shared amongst customers.  Charging algorithm: function

dividing

 Problem: find that no customer can have a valid

argument against

 If then customer is paying

more than he would if customer were not being served

 He might argue this is unfair, unless customer can

argue that he’s just as disadvantaged because of :

 Same reasoning if customer benefits from customer  Unique : charge average incremental cost

n 

฀  c(N)

฀  (N)  (1(N),...,n(N))

฀   j(N)  j(N {i})  0

j i j

฀  i(N) i(N {j})   j(N)  j(N {i})

i

฀   j(N)  j(N {i})  0

j i ฀  

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SLIDE 12

12

Sharing the Cost of a Runway

 Three airplanes share a runway, require 1,2 and 3 km to

  • land. Cost = 1$/km.

 Problem: How to share the cost?

Order Adds cost 1 2 3 1,2,3 1 1 1 1,3,2 1 2 2,1,3 2 1 2,3,1 2 1 3,1,2 3 3,2,1 3 avg 2/6 5/6 11/6

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SLIDE 13

Pricing in Practice

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SLIDE 14

14

The key principles for pricing

 In practice, we can identify some key principles  Cost causation: service cost should be closely related

to the cost of the factors consumed by the service

 Objectivity: the cost of the service should be related to

the right cost factors in an objective way

 Transparency: the relation of the cost of the service to

the cost factors should be clear and analytical

 Danger of leaving the biggest part of the cost, i.e., the

common cost, unrecovered

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SLIDE 15

15

Historic and current costs

 Historic cost: the actual amount paid to purchase the

various factors (equipment, etc)

 Top-down models, such as FDC, use the historic

costs found in the accounting records

 Current cost: the equipment cost if it were bought today  Bottom-up models are naturally combined with

current costs (the network model is built from scratch)

 The use of historic or current costs provides very

different incentives to network service providers

 Examples: access service and interconnection prices

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SLIDE 16

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Definitions related to the cost function

 Direct cost: the part of the cost attributed solely to the

particular service, ceases to exist if service is not produced

 Indirect cost: other cost related to the service provision  Indirectly attributable cost: arises from the provision of

a group of services and there is a logical way to specify the percentage of the cost that is related to the provision of each service

 Unattributable cost: cannot be divided straightforwardly

amongst the services, -> common cost

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SLIDE 17

17

Definitions related to the cost function

 Fixed cost: the sum of all factor costs that remain

constant when the quantity of the service changes

 Variable cost: cost of those factors whose quantities

depend on the amount of the service produced

 Is the cost of the building really a fixed cost?  Depends on the time frame over which the firm is

allowed to re-optimize its production capabilities Definition of the short-run incremental cost and the long-run incremental cost

  • Stand alone cost (SAC)

cost of providing ONLY this service

fixed common cost A,B fixed cost A fixed cost B

  • var. cost A
  • var. cost B

IC(A)

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SLIDE 18

18

Pricing in practice

 In practice, we lack a function that can tell us the cost of

producing or not any given bundle of services. All we know is the current cost of various factors involved in production

 Common cost cannot be directly attributed to any

particular service, so far as the accounting records show. Only a small part of the total cost concerns factors that can be are uniquely related to a single service

 This is a major problem when trying to construct

cost-related prices

true fixed common cost FC A FC B

VC A

VC B

IC(A) common cost from accounting records A

B

C

FCC AB

FC C

VC C

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SLIDE 19

19

Methodologies for constructing prices

 The Fully Distributed Cost (FDC) approach: make each

service pay for part of the common cost

 Problem: ad-hoc division of the common cost  since

the common cost is large, prices can be ``cooked’’

 LRIC (or IC) (Subsidy-free prices): construct prices by

calculating the long-run incremental cost of a service in a network designed to be forward looking

 Hard to compute the true long run incremental cost  Needs bottom-up models of the network, current costs,

modern equivalent assets

 Problem: The sum of the incremental costs of the

services leaves some common cost unaccounted for

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SLIDE 20

20

Methodologies for constructing prices (2)

 LRIC+ : add common cost to the LRIC prices in a

proportional fashion

 Problem: prices not necessarily subsidy-free  Better approximation of subsidy-free prices than FDC

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SLIDE 21

21

The Fully Distributed Cost approach

 FDC divides the total cost that the firm incurs amongst

the services that it sells

 All the cost of factors that are not uniquely identified with

a single service go to a common cost pool (directly attributable costs)

 Next, one defines a way to split the common cost among

the services

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SLIDE 22

22

Various FDC Problems

I. There is no reason that the prices constructed are in any sense optimal or have any stability property II. These prices hide potential inefficiencies of the network such as excess capacity, out-of-date equipment, bad routing, inefficient operation and resource allocation  Here is where the refinement of the activity model helps. The definition of activities helps to link a larger part of the common cost to particular services, so improves the subsidy-free properties of the resulting pricing scheme

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SLIDE 23

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The LRIC, LRIC+ approach

 Two services A, B  MC: Marginal cost  IC: Incremental cost (short run)  LRAIC: Long-run incremental cost, in general LRIC ≥ IC

common cost A,B fixed cost A fixed cost B

  • var. cost A
  • var. cost B

LRIC(A) ≈ IC(A) = FC(A) + VC(A) MC(A) = VC(A) LRIC+(A) = LRIC(A) + CC(A,B) x LRIC(A)/(LRIC(A)+LRIC(B) LRIC(A)+LRIC(B) < total cost Costs are computed per unit of the service A : average LRIC+(A)+LRIC+(B) = total cost

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SLIDE 24

24

MC AIC LRAIC+ FDC LRAIC+ SAC Low High LRAIC+

Ordering of the various cost definitions

 Which cost definition to use for regulation?  In a competitive market MC, IC make more sense  Low prices (LRIC) in wholesale of the incumbent help

competitors

 High prices in retail (FDC) promote entry by competitors

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SLIDE 25

25

How do we construct the cost function?

 How do we compute incremental costs, variable costs?  We need the cost function of the firm  Usually directly attributable cost is a very small

percentage of the total cost

 Need better understanding of the operation of the firm

and the causation of costs

 => the activity based model helps in “constructing” the

cost function and answering questions about the incremental cost of a service, the fixed costs associated with subsets of services, etc.

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SLIDE 26

26

Activity-Based Costing approach

 Activity-Based Costing approach defines intermediate

activities that contribute to the production of end products

 Each activity cost can be computed from accounting

information about the amounts of input factors that are consumed by each activity  A large part of the common cost is attributed to the activities and so be subtracted from common cost

 Refinement of the FDC approach: By reducing the

unaccounted-for common cost, it reduces the inaccuracy that stems from the ad-hoc cost splitting

 Useful for LRIC+ approximations since it allows the

calculation of the incremental and fixed costs

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SLIDE 27

27

Activity-based costs (I)

 Bottom level: the input factors

consumed by the net operator, such as labor, power, cost of infrastructure and bandwidth

 Activity level: processes that

must run in order for the network to operate and produce services. An activity has a well-defined purpose, such as the maintenance

  • f certain equipment, the network

management, the links’ operation

 Next level defines the allocation of

the activity costs to the network elements such as routers, links

 Service level: Services such as

calls, IP connectivity

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28

Activity-based Costs (II)

Bottom level: the input factors consumed by the net operator, such as labor, power, cost of infrastructure and bandwidth Activity level: processes that run in order for the network to operate. An activity has a well-defined purpose, such as the maintenance

  • f certain equipment, the network

management, the links’ operation Next level defines the allocation of the activity costs to the network elements such as routers, links Service level: e.g. phone calls

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SLIDE 29

29

Activity-based Costs (III)

 Hides inefficiencies of the network provider (e.g. if a

network element is underutilized)

 No incentive for the provider to improve his efficiency

unless he were only allowed to recover the cost of a network element in proportion to its actual utilization

 Activity-based pricing is not really suitable for

determining the long run incremental cost of a service

 If a service is not produced, the facility can be

reorganized to provide the remaining services at a lesser cost (long-run IC)

 Nevertheless it provides some lower approximation

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SLIDE 30

30

Σςνεπγαζία με Σάνδπα Κοέν

Δθαπμογή LRAIC+ ζε δίκηςα

Β N a n

........... ...........

Κοινό ενηόρ ηηρ Ππόζβαζηρ κόζηορ (ISFC- Increment Specific Fixed Cost)

Κοινό κόζηορ μεηαξύ ππόζβαζηρ και Γικηύος (FCC – Fixed Common Cost)

Κοινό ενηόρ ηος Γικηύος κόζηορ (ISFC- Increment Specific Fixed Cost) Δπιμέποςρ ςπηπεζίερ δικηύος Δπιμέποςρ ςπηπεζίερ ππόζβαζηρ b Α

Η κάθε ςπηπεζία είναι ένα Increment To Γίκηςο και η Ππόζβαζη είναι εςπύηεπα increments Μεηαξύ ηων ςπηπεζιών ηος δικηύος ςπάπσοςν κοινά κόζηη Μεηαξύ ηων ςπηπεζιών ηηρ ππόζβαζηρ ςπάπσοςν κοινά κόζηη Μεηαξύ ηων Increments ηος δικηύος και ηηρ ππόζβαζηρ ςπάπσοςν κοινά κόζηη

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31

Μεηαβληηό κόζηορ (IC) + Αναλογία κοινού ενηόρ ηος ζσεηικού increment κόζηοςρ (ISFC) + Αναλογία κοινού μεηαξύ ηων Increments κόζηοςρ (FCC)

ICΝι

........... ...........

Κοινό εντόρ τηρ Ππόσβασηρ κόστορ (ISFCΑ)

Κοινό κόστορ μεταξύ ππόσβασηρ και Δικτύος (FCC)

Κοινό εντόρ τος Δικτύος κόστορ (ISFCΝ) LRAIC+ σπηρεσίας

Δθαπμογή LRAIC+ ζε δίκηςα

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SLIDE 32

32

 Αναλογία κοινού ενηόρ ηος increment κόζηοςρ (ISFC)

ICΝι ........... ...........

Κοινό εντόρ τηρ Ππόσβασηρ κόστορ (ISFCΑ)

Κοινό κόστορ μεταξύ ππόσβασηρ και Δικτύος (FCC)

Κοινό εντόρ τος Δικτύος κόστορ (ISFCΝ)

฀  ISFCNi  ICNi ICNj

n

ISFCnetwork

Δθαπμογή LRAIC+ ζε δίκηςα

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SLIDE 33

33

 Αναλογίος κοινού μεηαξύ ηων Increments κόζηοςρ (FCC)

ICΝι

........... ...........

Κοινό εντόρ τηρ Ππόσβασηρ κόστορ (ISFCA)

Κοινό κόστορ μεταξύ ππόσβασηρ και Δικτύος (FCC)

Κοινό εντόρ τος Δικτύος κόστορ (ISFCN)

฀  FCCNi  ICNi  ISFCNi ICNj  ISFCN  ICAj  ISFCA

n

n

FCC

Δθαπμογή LRAIC+ ζε δίκηςα

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SLIDE 34

34

Δθαπμογή LRAIC+ ζε δίκηςα

 Μεηαβληηό κόζηορ (IC)  Αναλογία κοινού ενηόρ ηος increment κόζηοςρ (ISFC)  Αναλογίος κοινού μεηαξύ ηων Increments κόζηοςρ (FCC)

........... ...........

Κοινό εντόρ τηρ Ππόσβασηρ κόστορ (ISFCΑ)

Κοινό κόστορ μεταξύ ππόσβασηρ και Δικτύος (FCC)

Κοινό εντόρ τος Δικτύος κόστορ (ISFCΝ)

฀  LRAIC Ni  ICNi  ISFCNi  FCCNi

ICΝι

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SLIDE 35

35

An application (1)

 A factory produces souvenirs from wood and bronze  The only factors directly attributed to the souvenirs

production are the amounts of wood and bronze and

 Common cost: Other factors used in producing

souvenirs, such as the labor and electricity

 A single accounting record for each, no info on how to

attribute these costs to the souvenirs production

 Problem: How to define the cost of each product?

e

l

y x

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SLIDE 36

36

An application (2)

 FDC: We must find a way to split the common cost  This approach can give prices that are far from being

subsidy-free

 For instance, suppose we take

The bronze souvenirs cost that must be recovered is that is probably greater than the stand-alone cost for producing the same quantity

 

e l

  ) ( ) ( ) ( ) ( e c l c x c x c

e l FDC w

     ) ( ) 1 ( ) ( ) 1 ( ) ( ) ( e c l c y c y c

e l FDC b

       ) ( ) ( ) ( e c l c y c  

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SLIDE 37

37

An application (3)

 Incremental cost approach: computes the difference of

the cost of the facility that produces both types from the cost of the facility that produces a single type

 Problems:  accounting records hold only the actual cost

and must be evaluated

 is greater than

 inaccurate computation of

) ( ) , ( ) (

,

y c y x c x c

b b w incr w

  ) ( ) , ( ) ( ,

,

x c y x c y c

w b w incr b

  ); , (

,

y x c

b w

) (x cw ) (y cb ) , (

,

x c

b w

) (x cw ) , (

,

x c

b w

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SLIDE 38

38

Two solutions

  • 1. Bottom-up approach: Construct and from

scratch, by building models of fictitious facilities that specialize in the production of a given product

  • 1. Top-down approach: starts from the given cost structure

and tries to allocate the cost to the various products but attempt to reduce the unaccounted-for common costs

How? Refine the accounting information, by keeping more information on how common cost is generated

Use the activity-based model

) (x cw ) (y cb

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SLIDE 39

More on activity based costing and FDC

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SLIDE 40

40

The FDC approach revisited

 Formally, suppose service is produced in quantity and

has a variable cost that is directly attributable to that service. There is a shared cost that is attributable to all services. The price for the quantity

  • f service is defined to be its cost, i.e.,

 The price per unit is defined as

The s may be chosen in various ways: as proportions of revenue, variable costs, quantities supplied, or revenue, i.e., proportional to

  • r

 Clearly, once the coefficients are defined, then the

construction of the prices is rather trivial and can be done automatically using accounting data

i

y

) ,..., (

1 n

y y y 

i

y

  

i i i i i i i

where y SC y VC y p 1 ), ( ) ( ) (  

i

) (

i i y

VC ), (y SC

i

i i i i

y y p p / ) ( 

i

, ), (

i i i

y y VC

i i p

y

i

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SLIDE 41

41

FDC example (I)

 Consider, as above, a facility that produces wooden and

bronze souvenirs, with the cost function where is the per unit cost of the fixed factor , is the per unit cost of the labor factor, are the per unit costs of wood and bronze respectively, the fixed amount of labor that is consumed independently of the production, and are coefficients that relate the levels of production of the artifacts to the amount of consumed labor that is directly attributed to the production, and and relate these levels

  • f production to the amount of raw materials consumed

 Note that

are fixed costs, whereas is the variable part of the cost

฀  c(yw,yb)  sf x f  sl(x0

l wyw byb) swwyw sbbyb,

w

f

x

f

s

l

s

b w s

s ,

l

x0

b

w

b

l l f f

x s x s 

b b b b l w w l w l

y s s y s s ) ( ) (       

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SLIDE 42

42

FDC Example (II)

 Consider first the case of simple FDC pricing without

activity definitions and no explicit accounting info on how labor effort is spent

 In this case

the common cost is the remaining part

 and the FDC prices are of the form

b b b b w w w w

y s y VC y s y VC     ) ( , ) ( ) ( ) , (

b b w w l l f f b w

y y x s x s y y SC      

฀  pw(yw)  swwyw  w s f x f  sl x0

l wyw byb

 

 

฀  pb(yb)  sbbyb (1 w) s f x f  sl x0

l wyw byb

 

 

(1) (2)

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SLIDE 43

43

FDC Example (III)

 Now suppose two activities defined, related to the

production of the artifacts. In each activity, there is exact accounting of the labor effort required for the production

  • f each artifact Now

 and the common cost is reduced to  The resulting FDC prices are

b b b b l b w w w w l w

y s s y VC y s s y VC ) ( ) ( , ) ( ) (        

l l f f b w

x s x s y y SC ) , (  

) ( ) ( ) (

l l f f w w w w w l w w

x s x s y s s y p        ) )( 1 ( ) ( ) (

l l f f w b b b b l b b

x s x s y s s y p        

(3) (4)

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SLIDE 44

44

Observations (I)

 The prices in the simple FDC approach less accurately

relate prices to actual costs

 Suppose,

i.e., wooden artifacts are extremely easy to construct and the greater part of labor effort is spent on bronze artifacts. Let there be equal sharing of the common cost, so Then the price of wooden artifacts in (1) subsidizes the production of bronze artifacts as it pays for a substantial part of the labor for making them This cross-subsidization disappears in (3)

b w

    2 / 1  

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SLIDE 45

45

Observations (II)

 Suppose that the facility is built inefficiently and that the

amount of building space is larger than would be required if new technologies were used

 This fact is hidden in both (1) and (3). However, if one

develops a bottom-up model for the facility, the corresponding factor in this model will be less, say This will reduce the corresponding prices in (3)

 Thus with the activity-based approach one can trace the

reason for the price discrepancy between the top-down and the bottom-up model, as being due to the second term, and hence one can trace the inefficiency in the existing system

2 /

f

x

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SLIDE 46

46

Observations (III)

 Consider the price of wooden artifacts. The variable part

  • f the price in (3) is a better approximation of the long-

run incremental cost of producing the amount of wooden artifacts than the variable part in (1)

 The reason that it may not be equal to the long-run

incremental cost is that if only one artifact is produced, then the common cost could be reduced (perhaps a smaller facility is needed, or one secretary will suffice rather than two). Unfortunately this reduction can’t be extracted from the accounting data

 One must construct a `virtual' model of the facility

specialized in constructing only bronze artifacts, to subtract the corresponding total production costs

 This again shows the weakness of the top-down

models that are the basis of FDC pricing

w

y