SlideShare a Scribd company logo
Licensing non-linear technologies
Debapriya Sen
Ryerson University
Giorgos Stamatopoulos
University of Crete
1
Literature status
• Kamien & Tauman (1984, 1986), Katz
& Shapiro (1985, 1986): seminal works
in strategic patent licensing
• vast expansion (product differentiation,
asymmetric inform, location choices, del-
egation, Stackelberg, etc)
• however, all works build on linear tech-
nologies (exceptions: Sen & Stamatopou-
los 2008, Mukherjee 2010)
2
Aim of current work
• analyze optimal licensing under (more)
general cost functions
• derive optimal two-part tariff policies
• identify impact of non-constant returns
on royalties/diffusion
3
Snapshot of the model
• cost-reducing innovation
• Cournot duopoly
• incumbent innovator
• super-additive or sub-additive cost func-
tions
4
• super-additivity: weaker notion than con-
vexity (decreasing returns to scale)
• sub-additivity: weaker notion than con-
cavity (increasing returns to scale)
5
Main findings
• super-additivity: all innovations are li-
censed
• sub-additivity: only ”small” innovations
are licensed
• royalties are higher under concavity/sub-
additivity
• interplay between super-additivity and
royalties produces a paradox
6
I. Market
• N = {1, 2} set of firms
• qi quantity of firm i, q1 + q2 = Q
• p = p(Q) price function
• C0(q) initial technology (for both firms)
7
II. Post-innovation
• firm 1 innovates (not part of the model)
• Cε(q) post-innovation cost funct, ε > 0
• Cε(q) < C0(q), any q > 0
• either exclusive use of new technology
or also sell to firm 2
• two-part tariff policy (r, α): firm 2 pays
rq2 + α (royalties and fee)
8
IV. Three-stage game
stage 1: firm 1 decides whether to sell
new technology or not. If it sells, it offers
a policy (r, α)
stage 2: firm 2 accepts or rejects the offer
stage 3: firms compete in the market
we look for sub-game perfect equilibrium
outcome of this game
9
• focus on super-additive and sub-additive
cost functions
Definition Cε is super-additive if
Cε(q + q ) > Cε(q) + Cε(q )
If inequality reverses, Cε is sub-additive.
• convexity ⇒ super-additivity
• concavity ⇒ sub-additivity
10
• analyze both drastic and non-drastic in-
novations
• drastic innovation: firm 2 cannot sur-
vive in the market without new technol-
ogy
•non-drastic innovation: firm 2 survives
without new technology
11
VI. Drastic innovations
Proposition 1 Consider a drastic innova-
tion. If the cost function is sub-additive,
licensing does not occur.
Proposition 2 Consider a drastic innova-
tion. If the cost function is super-additive,
licensing occurs. The optimal policy has
positive royalty and fee.
12
Remarks on Propositions 1 and 2
• drastic innovation+sub-additivity lead to
monopoly
• drastic innovation+super-additivity lead
to duopoly
• Faul´ı-Oller and Sandon´ıs (2002): dras-
tic innovation + product differentiation
+constant returns lead to duopoly too
13
VI. Non-drastic innovations (diffusion)
• F(q) ≡ C0(q)−Cε(q) innovation function
• H(q) =
F (q)
F(q)/q
elasticity of innovation
function at q.
Proposition 3a Consider a non-drastic
innovation. Assume that H(q2) ≤ 1. Then
licensing occurs.
14
Remark on Proposition 3a
Condition H(q) ≤ 1 can hold under either
super-additive or sub-additivity
• C0(q) = cq + bq2
• Cε(q) = (c − ε)q + bq2
• H(q) = 1, for positive and negative b
15
VII. Non-drastic innovations (optimal mechan.)
Proposition 3b Consider a non-drastic
innovation. If Cε is concave, the optimal
policy has only royalty.
• in order to exploit increasing returns,
firm 1 needs to produce high quantity
• charge the highest royalty, so that rival’s
quantity is low and own quantity is high
16
Proposition 3c If Cε is convex, the opti-
mal policy has:
(i) only royalty, if ε sufficiently low
(ii) both royalty and fee, if ε sufficiently
high
(⇒ not a complete characterization)
• high royalty raises firm 1’s output and
its marginal cost
• lower incentive to charge high royalty
17
VIII. The linear-quadratic case
• Cε(q) = (c − ε)q + bq2/2
• b > 0 super-additivity
• p = a − Q
• licensing always occurs
18
Observation 1 The optimal royalty, r(b, ε),
is decreasing in b.
• high b ⇒ high marginal cost
• by charging a lower royalty, firm 2 pro-
duces more
• hence firm 1 stays in more efficient pro-
duction zone
• inverse relation between r and b has an
interesting implication
19
Observation 2 There exist ranges of ε
and b such that:
• industry output increases when marginal
cost (expressed by b) increases
• market price decreases when marginal
cost increases
• surprising/interesting result?
20
Intuition
• Q = Q(b, r(b, ε)) industry output
dQ
db
=
∂Q
∂b
<0
+
∂Q
∂r
<0
∂r(b, ε)
∂b
<0
• in certain ranges, the positive effect dom-
inates
• in these ranges price falls when marginal
cost increases
21

More Related Content

Viewers also liked

рисунки для глереи
рисунки для глереирисунки для глереи
рисунки для глереи
Dorenkova Natal'ya
 
Презентация Чернышовой Маши
Презентация Чернышовой МашиПрезентация Чернышовой Маши
Презентация Чернышовой Маши
Dorenkova Natal'ya
 
Презентация Соловьевой Маши
Презентация Соловьевой МашиПрезентация Соловьевой Маши
Презентация Соловьевой Маши
Dorenkova Natal'ya
 

Viewers also liked (7)

記事タイトルづくりで学ぶオモシロイ企画のつくり方(ワークショップ)
記事タイトルづくりで学ぶオモシロイ企画のつくり方(ワークショップ)記事タイトルづくりで学ぶオモシロイ企画のつくり方(ワークショップ)
記事タイトルづくりで学ぶオモシロイ企画のつくり方(ワークショップ)
 
Bakery Pastries
Bakery PastriesBakery Pastries
Bakery Pastries
 
рисунки для глереи
рисунки для глереирисунки для глереи
рисунки для глереи
 
Evaluation of images
Evaluation of imagesEvaluation of images
Evaluation of images
 
Презентация Чернышовой Маши
Презентация Чернышовой МашиПрезентация Чернышовой Маши
Презентация Чернышовой Маши
 
Презентация Соловьевой Маши
Презентация Соловьевой МашиПрезентация Соловьевой Маши
Презентация Соловьевой Маши
 
Humid and temp sensor dht11 with arduino
Humid and temp sensor dht11 with arduinoHumid and temp sensor dht11 with arduino
Humid and temp sensor dht11 with arduino
 

Similar to Licensing non linear technologies

Estimation Of Production And Cost Function
Estimation Of Production And Cost FunctionEstimation Of Production And Cost Function
Estimation Of Production And Cost Function
Pradeep Awasare
 
poster_final_v7
poster_final_v7poster_final_v7
poster_final_v7
Tie Zheng
 
Network externalities
Network externalitiesNetwork externalities
Network externalities
Rafael Ramos
 
Ninth Avenue Terminal Solar Proposal
Ninth Avenue Terminal Solar ProposalNinth Avenue Terminal Solar Proposal
Ninth Avenue Terminal Solar Proposal
ninthavenue
 
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
height
 

Similar to Licensing non linear technologies (20)

Building Institutional Capacity in Thailand to Design and Implement Climate P...
Building Institutional Capacity in Thailand to Design and Implement Climate P...Building Institutional Capacity in Thailand to Design and Implement Climate P...
Building Institutional Capacity in Thailand to Design and Implement Climate P...
 
Training Module on Electricity Market Regulation - SESSION 3 - Price Regulation
Training Module on Electricity Market Regulation - SESSION 3 - Price RegulationTraining Module on Electricity Market Regulation - SESSION 3 - Price Regulation
Training Module on Electricity Market Regulation - SESSION 3 - Price Regulation
 
Lecture 07 returns to scale
Lecture 07   returns to scaleLecture 07   returns to scale
Lecture 07 returns to scale
 
Estimation Of Production And Cost Function
Estimation Of Production And Cost FunctionEstimation Of Production And Cost Function
Estimation Of Production And Cost Function
 
Managerial%20Economics.pptx
Managerial%20Economics.pptxManagerial%20Economics.pptx
Managerial%20Economics.pptx
 
Econ789 chapter012
Econ789 chapter012Econ789 chapter012
Econ789 chapter012
 
Theory of production
Theory of productionTheory of production
Theory of production
 
Theory of production Production Function
Theory of production Production Function Theory of production Production Function
Theory of production Production Function
 
poster_final_v7
poster_final_v7poster_final_v7
poster_final_v7
 
Network externalities
Network externalitiesNetwork externalities
Network externalities
 
Production &business organization
Production &business organizationProduction &business organization
Production &business organization
 
4_capponi - AMBocconi.pdf
4_capponi - AMBocconi.pdf4_capponi - AMBocconi.pdf
4_capponi - AMBocconi.pdf
 
Chapter_19 (3-7-05).ppt
Chapter_19 (3-7-05).pptChapter_19 (3-7-05).ppt
Chapter_19 (3-7-05).ppt
 
Chapter_19 Non-linear programming (3-7-05).ppt
Chapter_19 Non-linear programming (3-7-05).pptChapter_19 Non-linear programming (3-7-05).ppt
Chapter_19 Non-linear programming (3-7-05).ppt
 
Ninth Avenue Terminal Solar Proposal
Ninth Avenue Terminal Solar ProposalNinth Avenue Terminal Solar Proposal
Ninth Avenue Terminal Solar Proposal
 
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
Approximate Dynamic Programming: A New Paradigm for Process Control & Optimiz...
 
4 5-basic economic concepts to pharmacy
4 5-basic economic concepts to pharmacy4 5-basic economic concepts to pharmacy
4 5-basic economic concepts to pharmacy
 
Using Optimization to find Synthetic Equity Universes that minimize Survivors...
Using Optimization to find Synthetic Equity Universes that minimize Survivors...Using Optimization to find Synthetic Equity Universes that minimize Survivors...
Using Optimization to find Synthetic Equity Universes that minimize Survivors...
 
Revenue Maximization in Incentivized Social Advertising
Revenue Maximization in Incentivized Social AdvertisingRevenue Maximization in Incentivized Social Advertising
Revenue Maximization in Incentivized Social Advertising
 
Double Hurdle Models
Double Hurdle ModelsDouble Hurdle Models
Double Hurdle Models
 

Recently uploaded

Recently uploaded (20)

How to Break the cycle of negative Thoughts
How to Break the cycle of negative ThoughtsHow to Break the cycle of negative Thoughts
How to Break the cycle of negative Thoughts
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
The Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational ResourcesThe Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational Resources
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptxMARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matrices
 
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
 
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxslides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
 
Matatag-Curriculum and the 21st Century Skills Presentation.pptx
Matatag-Curriculum and the 21st Century Skills Presentation.pptxMatatag-Curriculum and the 21st Century Skills Presentation.pptx
Matatag-Curriculum and the 21st Century Skills Presentation.pptx
 
Salient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptxSalient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptx
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & EngineeringBasic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
 
NLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptxNLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptx
 
How to Create Map Views in the Odoo 17 ERP
How to Create Map Views in the Odoo 17 ERPHow to Create Map Views in the Odoo 17 ERP
How to Create Map Views in the Odoo 17 ERP
 
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
 
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfDanh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
 
Sectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdfSectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdf
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
 

Licensing non linear technologies

  • 1. Licensing non-linear technologies Debapriya Sen Ryerson University Giorgos Stamatopoulos University of Crete 1
  • 2. Literature status • Kamien & Tauman (1984, 1986), Katz & Shapiro (1985, 1986): seminal works in strategic patent licensing • vast expansion (product differentiation, asymmetric inform, location choices, del- egation, Stackelberg, etc) • however, all works build on linear tech- nologies (exceptions: Sen & Stamatopou- los 2008, Mukherjee 2010) 2
  • 3. Aim of current work • analyze optimal licensing under (more) general cost functions • derive optimal two-part tariff policies • identify impact of non-constant returns on royalties/diffusion 3
  • 4. Snapshot of the model • cost-reducing innovation • Cournot duopoly • incumbent innovator • super-additive or sub-additive cost func- tions 4
  • 5. • super-additivity: weaker notion than con- vexity (decreasing returns to scale) • sub-additivity: weaker notion than con- cavity (increasing returns to scale) 5
  • 6. Main findings • super-additivity: all innovations are li- censed • sub-additivity: only ”small” innovations are licensed • royalties are higher under concavity/sub- additivity • interplay between super-additivity and royalties produces a paradox 6
  • 7. I. Market • N = {1, 2} set of firms • qi quantity of firm i, q1 + q2 = Q • p = p(Q) price function • C0(q) initial technology (for both firms) 7
  • 8. II. Post-innovation • firm 1 innovates (not part of the model) • Cε(q) post-innovation cost funct, ε > 0 • Cε(q) < C0(q), any q > 0 • either exclusive use of new technology or also sell to firm 2 • two-part tariff policy (r, α): firm 2 pays rq2 + α (royalties and fee) 8
  • 9. IV. Three-stage game stage 1: firm 1 decides whether to sell new technology or not. If it sells, it offers a policy (r, α) stage 2: firm 2 accepts or rejects the offer stage 3: firms compete in the market we look for sub-game perfect equilibrium outcome of this game 9
  • 10. • focus on super-additive and sub-additive cost functions Definition Cε is super-additive if Cε(q + q ) > Cε(q) + Cε(q ) If inequality reverses, Cε is sub-additive. • convexity ⇒ super-additivity • concavity ⇒ sub-additivity 10
  • 11. • analyze both drastic and non-drastic in- novations • drastic innovation: firm 2 cannot sur- vive in the market without new technol- ogy •non-drastic innovation: firm 2 survives without new technology 11
  • 12. VI. Drastic innovations Proposition 1 Consider a drastic innova- tion. If the cost function is sub-additive, licensing does not occur. Proposition 2 Consider a drastic innova- tion. If the cost function is super-additive, licensing occurs. The optimal policy has positive royalty and fee. 12
  • 13. Remarks on Propositions 1 and 2 • drastic innovation+sub-additivity lead to monopoly • drastic innovation+super-additivity lead to duopoly • Faul´ı-Oller and Sandon´ıs (2002): dras- tic innovation + product differentiation +constant returns lead to duopoly too 13
  • 14. VI. Non-drastic innovations (diffusion) • F(q) ≡ C0(q)−Cε(q) innovation function • H(q) = F (q) F(q)/q elasticity of innovation function at q. Proposition 3a Consider a non-drastic innovation. Assume that H(q2) ≤ 1. Then licensing occurs. 14
  • 15. Remark on Proposition 3a Condition H(q) ≤ 1 can hold under either super-additive or sub-additivity • C0(q) = cq + bq2 • Cε(q) = (c − ε)q + bq2 • H(q) = 1, for positive and negative b 15
  • 16. VII. Non-drastic innovations (optimal mechan.) Proposition 3b Consider a non-drastic innovation. If Cε is concave, the optimal policy has only royalty. • in order to exploit increasing returns, firm 1 needs to produce high quantity • charge the highest royalty, so that rival’s quantity is low and own quantity is high 16
  • 17. Proposition 3c If Cε is convex, the opti- mal policy has: (i) only royalty, if ε sufficiently low (ii) both royalty and fee, if ε sufficiently high (⇒ not a complete characterization) • high royalty raises firm 1’s output and its marginal cost • lower incentive to charge high royalty 17
  • 18. VIII. The linear-quadratic case • Cε(q) = (c − ε)q + bq2/2 • b > 0 super-additivity • p = a − Q • licensing always occurs 18
  • 19. Observation 1 The optimal royalty, r(b, ε), is decreasing in b. • high b ⇒ high marginal cost • by charging a lower royalty, firm 2 pro- duces more • hence firm 1 stays in more efficient pro- duction zone • inverse relation between r and b has an interesting implication 19
  • 20. Observation 2 There exist ranges of ε and b such that: • industry output increases when marginal cost (expressed by b) increases • market price decreases when marginal cost increases • surprising/interesting result? 20
  • 21. Intuition • Q = Q(b, r(b, ε)) industry output dQ db = ∂Q ∂b <0 + ∂Q ∂r <0 ∂r(b, ε) ∂b <0 • in certain ranges, the positive effect dom- inates • in these ranges price falls when marginal cost increases 21