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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, delegation, Stackelberg, etc)

• however, all works build on linear technologies (exceptions: Sen & Stamatopoulos 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 functions

4
• super-additivity: weaker notion than convexity (decreasing returns to scale)

• sub-additivity: weaker notion than concavity (increasing returns to scale)

5
Main findings

• super-additivity: all innovations are licensed

• sub-additivity: only ”small” innovations
are licensed

• royalties are higher under concavity/subadditivity

• 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 innovations

• drastic innovation: firm 2 cannot survive in the market without new technology

•non-drastic innovation: firm 2 survives
without new technology

11
VI. Drastic innovations

Proposition 1 Consider a drastic innovation. If the cost function is sub-additive,
licensing does not occur.

Proposition 2 Consider a drastic innovation. 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´ (2002): drasıs
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)
elasticity of innovation
F (q)/q

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 + bq 2

• Cε(q) = (c − ε)q + bq 2

• 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 optimal 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 + bq 2/2

• 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 produces more

• hence firm 1 stays in more efficient production 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
∂Q ∂Q ∂r(b, ε)
+
=
db
∂b
∂r
∂b
<0

<0

<0

• in certain ranges, the positive effect dominates

• in these ranges price falls when marginal
cost increases

21

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Technis slides: 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, delegation, Stackelberg, etc) • however, all works build on linear technologies (exceptions: Sen & Stamatopoulos 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 functions 4
  • 5. • super-additivity: weaker notion than convexity (decreasing returns to scale) • sub-additivity: weaker notion than concavity (increasing returns to scale) 5
  • 6. Main findings • super-additivity: all innovations are licensed • sub-additivity: only ”small” innovations are licensed • royalties are higher under concavity/subadditivity • 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 innovations • drastic innovation: firm 2 cannot survive in the market without new technology •non-drastic innovation: firm 2 survives without new technology 11
  • 12. VI. Drastic innovations Proposition 1 Consider a drastic innovation. If the cost function is sub-additive, licensing does not occur. Proposition 2 Consider a drastic innovation. 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´ (2002): drasıs 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) elasticity of innovation F (q)/q 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 + bq 2 • Cε(q) = (c − ε)q + bq 2 • 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 optimal 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 + bq 2/2 • 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 produces more • hence firm 1 stays in more efficient production 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 ∂Q ∂Q ∂r(b, ε) + = db ∂b ∂r ∂b <0 <0 <0 • in certain ranges, the positive effect dominates • in these ranges price falls when marginal cost increases 21