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Economics of Standards
http://www.vernetzung.de
Economics of Standards
http://www.vernetzung.de/eng/b3/
The Standardization Problem
- An Economic Analysis of Standards in Information Systems -
Peter Buxmann, Tim Weitzel, Falk v. Westarp, Wolfgang König
Research Program 403 “Competitive Advantage by Networking"Research Project B3 “Economics of Standards”
Institute of Information SystemsJ. W. Goethe-University
Frankfurt am Main, Germany
Economics of Standards in Information Networks
• Communications standards can be generally defined as rules which provide the basis for interaction between actors (man, as well as machine).
• We developed models for centralized and decentralized networks illustrating the advantages and disadvantages of using standards.
• Economic parameters are based on empirical research.
• Approaching a general framework for analyzing the standardization problem, we combine three different research approaches: Formal analysis, a simulative approach and empirical studies (questionnaire, case studies).
• The framework is being developed as part of a general network theory within the interdisciplinary research program "Competitive Advantage by Networking" at Frankfurt University
Economics of StandardsThe standardization problem: A basic model
• The nodes represent the costs of standardization (Ki) for the respective network actors i
• The edges show the costs of their communications relations (cij) with their respective partners. These costs include costs of information exchange, as well as opportunity costs of sub-optimal decisions
• Cost reductions can be realized only when both communicating nodes i and j have introduced the same or a compatible standard
1K1
2K2
c12
c21
Network (n=2)
1K1=10
2K2=20
Economics of Standards in Information Networks
Economics of StandardsCentralized coordination
Centralized coordination: A central decision making unit (e.g. the state or a parent firm) is credited with the aggregate results
n
ij1j
ijij
n
1i
n
1iii
z !MinycxKZF
ijji yM2xx
}1,0{y,x,x ijji
Economics of StandardsCentralized coordination
Centralized coordination determines a first-best solution, but...
Data problem: Given asymmetric information distribution and opportunistic behavior, complete information cannot be retrieved from all nodes at acceptable costs considering that the nodes' reporting induces resource allocation
Complexity problem: The centralized standardization problem is a combinatorial problem. Even solutions to simple centralized coordination problems are difficult because of their integer structure
Implementation problem: Systems of control and incentives guaranteeing that a given, preordained solution will be implemented by all actors also involve costs
Network (n=2)
1K1=10
2K2=20
Economics of Standards in Information Networks
Economics of StandardsDecentralized coordination
Decentralized coordination:
Autonomous actors make individual standardization decisions
n
ij1j
iijij Kcp)]i(U[E
If E [U (i)] > 0, then i standardizes
Economics of StandardsDecentralized coordination
)1n(c
K)1n(cp
ji
jjiij
n
ij1j
iijijiij
n
ij1j ji
jji KcpKc)1n(c
K)1n(c)]i(U[E
Using all assumed data, node i can estimate pij as the probability of standardization in node j by attempting to imitate j's decision behavior:
Economics of StandardsNumerical simulations
• A simulation model shows the problem of decentralized coordination: The Standardization Gap
– 20 nodes– information costs are randomly generated (approx. normally
distributed) with a standard deviation of =200– standardization costs (normally distributed) with µ=10,000
and =1,000
Economics of StandardsThe standardization gap
Nutzenvergleich dezentrale und zentrale Heuristik
-100000
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0
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Informationskosten je Kante (Erwartungswert)
Einsp
arungen
(Net
zsum
me)
dezentral zentral
mean expected information cost per edge
savi
ngs (n
etwor
k wid
e ag
greg
atio
n)
——— decentralized centralized
Quality of decisions in a decentralized model based upon ex post network-wide savings on information costs for alternative E[cij]
Economics of StandardsComparison of centralized and decentralized coordination
• Generally, the frequency of standardization ceteris paribus increases with cij or a growing installed base and decreases with Ki
• The risk of incorrect decisions under decentralized coordination leads to less willingness to standardize within the moderate range of values.
• Network-wide savings attainable through centralized coordination determine the critical value for the costs of coordination above which a centralized solution is no longer advantageous. This value corresponds to the perpendicular distance between the curves.
Interdisciplinary Research Program SFB 403 of the J. W. Goethe-University,
Frankfurt am Main, Germany
Competitive Advantage by Networking -
the Development of the Frankfurt and Rhine-Main Region
http://www.vernetzung.de/eng/