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Institute of Information Management, National Chiao-Tung University
EE TTII
Economics of Information Economics of Information TechnologyTechnology
Chapter 7 Markets for Information
Student :周冠州、許滿滿、李安蕙
Date : 2006/11/30
[ 2 ]Institute of Information Management, National Chiao-Tung University
EE TTII
Economics of Information TechnologyEconomics of Information Technology
Market for Information
Information and know-how are public goods Public good is a commodity or service 2 reasons to view Information Industries as
Network Industries Buyers can reproduce it at a low cost and sell it
to others through “economic networks” Transmission of information may result in
congestion over the network resulting
[ 3 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Outline
7.1 Information Reproduction
7.2 The Economics of Libraries
7.3 The Internet
7.4 Pricing Information Goods
[ 4 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
7.1 Information Reproduction 7.1.1 Classification of information reproduction 7.1.2 Copy protection: Digital versus nondigital media 7.1.3 The built-in copy protection of printed media 7.1.4 Captured and uncaptured surplus from copying
7.2 The Economics of Libraries
7.3 The Internet
7.4 Pricing Information Goods
[ 5 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Classification of Information Reproduction
Vertically Reproduced Horizontally Reproduced Mixed Reproduced
0
1
2
η
Provider
0
1 2 3 η
Provider5
0
1
23
Provider
Book Library P2P
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Copy Protection:Digital V.S Nondigital Media
Digital media Nondigital media
Reproduction Identical to originalNot equal to
originals
Number of copies uncertaintyDepend on number
of original purchased
copy protection Easy, cheap Difficult, expensive
Information usageService,
documentationNot required
[ 7 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
The built-in Copy Protection of Printed Media
Pure vertical photocopying is not feasible in printed media
Lower quality of photocopying motivates agents to purchase originals
Info Format 1 2 3 4 5 Total Surplus
Printed $1.00 $0.50 $0.25 $0.13 $0.06 $1.93
Digital $1.00 $1.00 $1.00 $1.00 $1.00 $5.00
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Surplus obtained by individuals from vertical photocopying
PrintedVertically Reproduced
0
1 $1.00
5 $0.06
3 $0.25
4 $0.13
2 $0.50
Total Surplus:
DigitalVertically Reproduced
$1.93 0
1 $1.00
5 $1.00
3 $1.00
4 $1.00
2 $1.00
Total Surplus: $5.00
1
2
η
$1.93
[ 9 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Calculating Total Surplus from Copying : Digital
0
1
2
η
Provider
$1.00
$1.00
$1.00
0
1 2 3 η
Provider
$1.00$1.00 $1.00 $1.00
DigitalVertically Reproduced
Digital/Printed Horizontally Reproduced
Info Format 1 2 3 ... η Total Surplus
Vertical Info Copying
Printed ρ1 ρ2 ρ3 ... ρη ρ(1-ρη)1-ρ
Digital 1 1 1 ... 1 η
Horizontal Info Copying
Printed ρ ρ ρ ... ρ η×ρDigital 1 1 1 ... 1 η
[ 10 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Calculating Total Surplus from Copying : Printed
假設印刷資訊商品售價 $1.00使用者從原著拷貝獲得 ρ 的盈餘 , 0 <ρ< price使用者第一次從拷貝獲得 ρ2的盈餘 , 以此類推 , ρ = price / 2
Info Format 1 2 3 ... η Total Surplus
Vertical Info Copying
Printed ρ1 ρ2 ρ3 ... ρη ρ(1-ρη)1-ρ
Digital 1 1 1 ... 1 η
Horizontal Info Copying
Printed ρ ρ ρ ... ρ η×ρ
Digital 1 1 1 ... 1 η
Total Surplus: $0.93750 1
$0.50
0.5(1-0.54)1-0.5
2$0.25
0.52
3$0.125
0.53
4$0.0625
0.54
[ 11 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Calculating Total Surplus from Copying : Printed
Info Format 1 2 3 ... η Total Surplus
Vertical Info Copying
Printed ρ1 ρ2 ρ3 ... ρη ρ(1-ρη)1-ρ
Digital 1 1 1 ... 1 η
Horizontal Info Copying
Printed ρ ρ ρ ... ρ η×ρ
Digital 1 1 1 ... 1 η
Proposition 7.1
Under each vertical or horizontal information reproduction, total surplus enjoyed by the η consumers is higher when information is digital compared with printed information.
Under each vertical or horizontal information reproduction, total surplus enjoyed by the η consumers is higher when information is digital compared with printed information.
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Uncaptured Surplus by Information Providers (1)
DigitalVertically Reproduced
0 Provider
2
η
$1.00
$1.00
uncaptured surplus
1 $1.00captured surplus
PrintedVertically Reproduced
0 Provider
2
η
ρ2
ρη
uncaptured surplus
1 ρcaptured surplus
UCD = η - 1
UCD > UCP
ρ(1-ρη)1-ρ
ρ(ρ-ρη)1-ρ
UCP = - ρ =
If η=4, UCD =4-1= 3
If η=4, UCP=0.9375-0.5=0.4375
[ 13 ]Institute of Information Management, National Chiao-Tung University
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Uncaptured Surplus by Information Providers (2)
Proposition 7.1
Digital information providers earn proportionally less relative to the potential surplus captured by the providers of printed information.
Despite digital information is priced higher, the amount of uncaptured surplus is higher when information is digital.
The amount of uncaptured consumer surplus when information is digital exceeds the amount of uncaptured surplus when information is printed.
The amount of uncaptured consumer surplus when information is digital exceeds the amount of uncaptured surplus when information is printed.
[ 14 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
7.1 Information Reproduction
7.2 The Economics of Libraries 7.2.1 What is a library ? 7.2.2 How the value of a library is determined 7.2.3 Pricing library services
7.3 The Internet
7.4 Pricing Information Goods
[ 15 ]Institute of Information Management, National Chiao-Tung University
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What is a library ?
A library as a facility designed for renting information. Libraries can operate for profit or operate as nonprofit
organizations. Libraries must always fund themselves information
renting.0
1
2
η
Provider
Library
21 η…
1
2
η
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How the value of a library is determined
Publishers may earn higher profits when photocopying of originals is allowed (compared with “information is protected”)
Restrictions on photocopying may reduce total welfare Charging the libraries higher subscription rates
Library Users Library
Donors
Publishers
Reasons for funding(Library’s value)
PhotocopyingFacilities
$
$
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Pricing library services(1)
Suppose that
)(book theborrow library to the togoing ofcost sconsumer' the
0)(book theofcontent thereading fromutility basic sconsumer' a
library thefrombook therenting of price the
book theof price the
book theofcost
market in this readers potential
1,2,...,iby indexed libaries,
:::
:
:::
ri
b
p
p
0
def
ri
b
p
p
U
If she buys and owns the book
If she borrows (rents) from library i
Does not read the book
[ 18 ]Institute of Information Management, National Chiao-Tung University
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Publisher sells directly to the consumers
Suppose that the publisher does not sell books to libraries. The monopoly maximizes profit by extracting the entire
surplus from consumer by setting
With direct sales, the publisher’s profit level is
p
(7.2) )()( bb p
)book theofcost : market in this readers potential: (
[ 19 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Publisher sells to η libraries only
Suppose that the monopoly sells one copy to each libraries. With the absence of direct sales, each consumer is willing to
pay a maximum rental price of With η readers and λ libraries, each library i lends to qi=η/λ The maximum price in which the publisher can sell the book t
o library i is
The publisher’s profit is given by )( i
rii qpp
rip
(7.3) )()( ir p
[ 20 ]Institute of Information Management, National Chiao-Tung University
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Comparison of selling vs. renting(1)
Which type of market yields a higher profit to the publisher? The rental market
The market
To compare the profit level in (7.2) with (7.3)
(7.3) )()( ir p
(7.2) )()( bb p
)(
ifbr
[ 21 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Comparison of selling vs. renting(2)
Proposition 7.3
)(
ifbr
Selling to libraries yields a higher profit to the publisher than selling directly to readers when
1. Readers do not place a high value on owning the book (δ is small ).
2.Books are costly to produce( μ is high ).
3.There fewer libraries relative to the number of the readers( η-λis large ).
Selling to libraries yields a higher profit to the publisher than selling directly to readers when
1. Readers do not place a high value on owning the book (δ is small ).
2.Books are costly to produce( μ is high ).
3.There fewer libraries relative to the number of the readers( η-λis large ).
[ 22 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Change the number of libraries(1)
Proposition 7.4
An increase in the number of libraries reduces the publisher’s profit.An increase in the number of libraries reduces the publisher’s profit.
1,0,1
)(def
whereqi
(7.3) )()( ir p
[ 23 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
7.1 Information Reproduction
7.2 The Economics of Libraries
7.3 The Internet 7.3.1 Historical development of the Internet 7.3.2 Pricing Internet services: A calculus analysis 7.3.3 Internet commerce 7.3.4 Taxing Internet commerce
7.4 Pricing Information Goods
[ 24 ]Institute of Information Management, National Chiao-Tung University
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Historical development of the Internet
ARPAnet was started in 1969 by the U.S. Department of Defense for research into networking.
ARPAnet was opened to nonmilitary users later in the 1970s. In 1972, international connections started.
In 1980s, TCP/IP, DNS, HTTP, WWW…. In 1993, Mosaic was developed in browsers, inclu
ding IE and Netscape.
[ 25 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
Pricing Internet services: A calculus analysis (1)
The internet in not owned by any particular agency or firm.
A user has to connect to an ISP and pay for it first, then he can connect to the Internet. After the connection is made, surfing WWW or sending information is free.
From a social-welfare viewpoint, there is no particular reason for charging consumers for using the Internet unless there is congestion.
Following MacKie-Mason and Vairan ,some analytics of pricing a congestible resource such as the Internet.
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Economics of Information TechnologyEconomics of Information Technology
Pricing Internet services: A calculus analysis (2)
Suppose that
Assume that the utility function of each consumer is:
(7.4) 1i
j j
iii
def
i pqQ
qqpq
Q
QqU
network theofcapacity limited the
internet over the nsmittedpacket traper price the
packets of aggregate the
net over the packets
,...,2,1by index users,Internet potential
1
:
:
:
:
:
Q
p
qQQ
q
i
i i
def
ri
capacity) ion to transmissactual of ratio themeans ,congestion ( Q
Q
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Equilibrium usage with no congestion-based pricing (1)
Suppose that Each consumer can transmit and receive any amount of
information over the Internet without having to pay for it. Each consumer takes the network usage by other
consumers,
Yielding first- and second-order conditions for a maximum given by
(7.5) maxQ
qqqU ij ji
iiqi
ij jq
0)(4
1
)(,
2
10
32
2
ii
i
ii
i
qqd
Udand
Qqdq
dU
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Equilibrium usage with no congestion-based pricing (2)
Hence, the individual and aggregate packet transmission levels are
Proposition 7.5
(7.6) 22
22
Q
qQandQ
q ii
Individual usage of the Internet
1. increases with the capacity of the network,
2.decreases with the disutility of delay parameter,
Individual usage of the Internet
1. increases with the capacity of the network,
2.decreases with the disutility of delay parameter, Q
) 4Q
Qcongestion (
2 Q
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Socially optimal congestion-based pricing (1)
We look for socially optimal usage of the network where all consumers use it at the same level. That is
Maximum social welfare which is defined as the sum of consumers’ utility. Thus,
Yielding first- and second-order conditions for a maximum given by
,...,2,1 allfor iqqi
Q
qqW
q
def
max
0)(4)(
,2
032
22
ii
i
qqd
Udand
Qqdq
dW
[ 30 ]Institute of Information Management, National Chiao-Tung University
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Socially optimal congestion-based pricing (2)
Hence, the socially optimal individual and aggregate usage of the net is
Proposition 7.6
(7.7) 22
2
**
2
*
Q
qQandQ
q
When the Internet is provided free of charge, the network is overused by a factor equal to the square of the number of consumers. Formally,
When the Internet is provided free of charge, the network is overused by a factor equal to the square of the number of consumers. Formally, 2
**
Q
Q
q
q
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Socially optimal congestion-based pricing (3)
We wish to find the price per packet which would implement the social optimal level of using the Internet.
Then (7.4) implies that each consumer i chooses qi that solves
The first--order condition yields
(7.8) max iij ji
iiq
pqQ
qqqU
i
*
**
2
2,
2
10
i
i
ii
i
qQporp
Qqdq
dU
[ 32 ]Institute of Information Management, National Chiao-Tung University
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Socially optimal congestion-based pricing (4)
Substituting (7.7) for yields.*iq (7.9)
)1(*
Qp
1.Social optimal price is zero when there is only one consumer (η =1)
2.Social optimal price increases with η since each user contributes to the congestion of more consumers.
3.This rise in optimal price is even faster when increase since disutility from congestion faster with the number of consumers.
4.The social optimal price also decreases with capacity since a higher capacity level reduces congestion.
1.Social optimal price is zero when there is only one consumer (η =1)
2.Social optimal price increases with η since each user contributes to the congestion of more consumers.
3.This rise in optimal price is even faster when increase since disutility from congestion faster with the number of consumers.
4.The social optimal price also decreases with capacity since a higher capacity level reduces congestion.
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Internet commerce
Instant choice: Competition is just a click away.
Comparison shopping: It’s easy to find a wealth of information on the internet to compare price.
Monopsony power:Corporate buyers to get discounts.
Global reach: The Internet eliminates the geographic protections of local businesses.
The reasons why Internet commerce can shift the balance of commercial power
sellers buyers
Internet Commerce
Commerce Power
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Taxing Internet commerce
The problems faced by tax authorities regarding Internet commerce
The location of the business may differ from the location of the service-manager or operator and the computer-server that handles the commerce.
The location of the server in not easily identifiable. How would the tax authorities enforce the Internet
commercial enterprises to pay overdue taxes? How would tax authorities determine the value
added of an Internet site, Internet servers, and Internet storage devices?
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The problem of taxing Internet services
Information Customer (MN)
Company’s Internet Server (TX)
Data-Storage Devices (MA)
Owner / Operator (CT)
Information flow
Money flow
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Suppose that:the firm earns a profit of $1
MA tax rate 5% 5%
TX tax rate 4% 6%
Declared value added of storage devices (MA) 1¢ 99 ¢
Declared value added of server (TX) 99 ¢ 1 ¢
Declared value added of Internet sites
Proposition 7.61. Firms declare a lower value added in high-tax states.
2. With the introduction of Internet commerce, high-tax states lose more tax revenue than low-tax states.
1. Firms declare a lower value added in high-tax states.
2. With the introduction of Internet commerce, high-tax states lose more tax revenue than low-tax states.
[ 37 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
7.1 Information Reproduction
7.2 The Economics of Libraries
7.3 The Internet
7.4 Pricing Information Goods
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Pricing Information Goods
Information release delayno delay higher-costdelaying lower-cost
Quality discriminationfull-scale version higher-costreduced feature lower-cost
Upgrades and new editionsimproved version higher-costoutdated version lower-cost
Renting V.S sellingselling to libraries and to video rental stores.
Bundlingdifferent tastes for different features
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Thank you
for your attention!!
[ 40 ]Institute of Information Management, National Chiao-Tung University
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Economics of Information TechnologyEconomics of Information Technology
希臘字母 相當於英文字母 名稱 讀法
A α a alpha
B β b beta
Γ γ g gamma
Δ δ d delta
Ε ε e epsilon
Ζ ζ z zeta Η η e eta
Θ θ th theta
Ι ι i iota Κ κ k kappa
Λ λ l lambda
Μ μ m mu
[ 41 ]Institute of Information Management, National Chiao-Tung University
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希臘字母 相當於英文字母 名稱 讀法Ν ν n nu
Ξ ξ x xi
Ο ο o omicron
Π π p pi
Ρ ρ r rho
Σ σ s sigma Τ τ t tau
Υ υ u upsilon
Φ φ ph phi
Χ χ ch chi
Ψ ψ ps psi
Ω ω o omega