R&D and competition

 Motivation: to investigate the relation between
 competition and R&D expenditures
 Schumpeterian hyp...
Schumpeterian hypotheses:

 Monopoly power and firm size are conducive
 for R&D
  – A monopolist is well-placed (distribut...
Incentives

 Same context as in the patent length model: a
 process innovation
 Compare profits with and without innovatio...
Incentives – mathematics

                              q A Bp,

  Monopolist:
                                           ...
Incentives: conclusion

 The incentive for a monopolist is strictly
 smaller than that for a competitive firm with a
 mino...
Steam engines – An illustration

 Engine builders in Cornwall in 1800 could charge 1/3rd of the
 total fuel savings relati...
Patent race Incumbent vs entrant
                                                                               Efficiency...
Patent race Incumbent vs entrant
  Nash equilibrium:

                                 1
                           R1 [ m...
Patent race Incumbent vs entrant
Symmetric patent race
                                                        R1   R1
                   (R1 (n 1)R )
   V...
Symmetric patent race
Symmetric patent race
  Monopolist (centralized):
                                                      Rm    Rm
         ...
Patent race as a common pool problem


     Number of fishermen   Catch per fisherman   Total catch   Marginal increase in...
Recent developments

 Patent races with memory (leads to a single
 dominant firm)
 Mixed strategies
 repeated games: if le...
recent developments

 Invariance theorem
  – if all players in a race are allowed to engage in
    multiple projects witho...
R&D and competition

 An alternative view: technology regimes in a
 boundedly rational, evolutionary world
 When uncertain...
Technology regimes

 Basic idea is that the nature of the knowledge
 base has an impact on the way innovation
 and technol...
A (more) realistic Model: Nelson &
Winter
 Firms differ, they are characterized by
  – A labour coefficient (labour output...
R&D in the Nelson & Winter model

 R&D can be imitative (trying to imitate
 technology of other firms) or innovative (tryi...
The market structure model

 Two technological regimes:
  – Routinized
  – Entrepreneurial
 This is modeled after Schumpet...
The routinized regime

 Lower probability of innovation (for equal
 levels of R&D spending)
 Innovative step depends on ex...
The entrepreneurial regime

 A high probability for innovation
 Outsiders (potential entrants) are as good in
 innovation ...
Simulation analysis

 The usual way of analysis of a model is to
 find the equilibrium
 The evolutionary Nelson and Winter...
Guidance for simulation analysis

 A single simulation run is not enough to show
 a result
 Monte Carlo experiment: run mu...
Technology regimes – Nelson & Winter

 http://www.tm.tue.nl/ecis/bart/nwreg.zip
Simulation results – Nelson & Winter
Simulation results – a systematic
comparison of the regimes
Technology regimes – Nelson & Winter

 A conclusion: differences in knowledge base
 cause differences in R&D spending and
...
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Lecture 3 - The microeconomic foundations of the economic theory of innovation

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  1. 1. R&D and competition Motivation: to investigate the relation between competition and R&D expenditures Schumpeterian hypotheses Incentives A case: steam engines Patent races Common pool problem Recent developments
  2. 2. Schumpeterian hypotheses: Monopoly power and firm size are conducive for R&D – A monopolist is well-placed (distribution, reaction to rivals) – Internal finance of innovation (moral hazard) – Advantage on labour market for engineers – More internal spillovers in a large R&D team – Technology push favours firms with large resources for R&D – Demand pull favours firms with a deep knowledge of market and large scope
  3. 3. Incentives Same context as in the patent length model: a process innovation Compare profits with and without innovation: the difference is what a firm would maximally pay to get the innovation (=maximum amount of R&D it is willing to spend)
  4. 4. Incentives – mathematics q A Bp, Monopolist: 2 qp 2 A1 1 1 (A Bc) p c, qp (A Bc), , 2B 2 2 4 B B c 1 1 B(c 2 c 2) (c) (c) q(p (c)) dc A(c c) 2 4 c Competitive firm: c minor q(c) dc (A Bc) (c c). c c q(c) dc. Social planner: c
  5. 5. Incentives: conclusion The incentive for a monopolist is strictly smaller than that for a competitive firm with a minor innovation, which is again strictly smaller than that for a social planner
  6. 6. Steam engines – An illustration Engine builders in Cornwall in 1800 could charge 1/3rd of the total fuel savings relative to a Newcomen engine P C × × HP × H , Fuel consumption: 240 2240 P=266 pence, HP=3250, H=4000 (Cornwall, 1800) Newcomen engine: C=24.3 266 (24.3 − 61) . × × 3250 × 4000 ≈ 117068 Watt engine: C=6.1 240 2240 266 (24.3 − 33) . × × 3250 × 4000 ≈ 135078 Woolf engine: C=3.3 240 2240 266 (24.3 − 4.3) × × 3250 × 4000 ≈ 128646 Trevithick engine: C=4.3 240 2240
  7. 7. Patent race Incumbent vs entrant Efficiency effect m d d (c) (c, c) (c, c). Incumbent: m d (c) (c, c) (R1 R2 ) m(c) V1 e e R1 R1 R2 0 m m d (c) R1 R1 (c) / R2 (c,c) / . R1 R2 Entrant: d d R2 (c,c) / R2 (c,c) (R1 R2 ) V2 e e R2 R2 . R1 R2 0
  8. 8. Patent race Incumbent vs entrant Nash equilibrium: 1 R1 [ m(c) m m d V1 [ R1 R2 ] (c) R2 [ (c) (c,c)] / R1] 0 R1 2 ( R1 R2 ) R2 1 [ d(c,c) R2 d V2 R1 R2 (c, c) / R2] 0. R2 2 ( R1 R2 ) Drastic innovation: π d (c, c ) = π m (c), π d (c , c,) = 0 1 1 R1 R2 R2 R1 1 1 1 m m (c) R1 (c) [R1 R2 ] R1 R2 .
  9. 9. Patent race Incumbent vs entrant
  10. 10. Symmetric patent race R1 R1 (R1 (n 1)R ) V e e (R1 R1) d . R1 (n 1) R 0 1 [(n 1) R ][ R1 1] R1 (1 ) 0. 1 [(n 1) R1 ][ R1 1] R1 (1 ) 0.
  11. 11. Symmetric patent race
  12. 12. Symmetric patent race Monopolist (centralized): Rm Rm (nRm) Vne e (Rm Rm) d n . nRm 0 nRm (1 ) 1 Rm 1 . Decentralized: R1 (1 ) 1 R1 1 . (n 1) R1
  13. 13. Patent race as a common pool problem Number of fishermen Catch per fisherman Total catch Marginal increase in total catch 0 - 0 - 1 100 100 100 2 90 180 80 3 80 240 60 4 70 280 40 5 60 300 20 6 50 300 0 7 40 280 -20
  14. 14. Recent developments Patent races with memory (leads to a single dominant firm) Mixed strategies repeated games: if leapfrogging is possible this favours a large number of firms undertaking R&D
  15. 15. recent developments Invariance theorem – if all players in a race are allowed to engage in multiple projects without externalities between them, it does not matter how many players there are (and otherwise it does!) Second-mover advantages (it may pay to wait, see inventing around example) Size of prize depends on R&D
  16. 16. R&D and competition An alternative view: technology regimes in a boundedly rational, evolutionary world When uncertainty is strong, the rational behaviour of patent race and patent protection models is not very realistic Nelson & Winter model
  17. 17. Technology regimes Basic idea is that the nature of the knowledge base has an impact on the way innovation and technological change takes place, and this influences market structure Schumpeter Mark I vs Mark II Different regimes within the same industry? (Saxenian) The Nelson & Winter model can generate technology regimes
  18. 18. A (more) realistic Model: Nelson & Winter Firms differ, they are characterized by – A labour coefficient (labour output ratio) – A capital coefficient (capital output ratio) – A capital stock Firms sell a homogenous output, and hire homogenous labour Rationality is bounded: based on rules of thumb and routines Firms engage in search (R&D) to improve their technology (input coefficients)
  19. 19. R&D in the Nelson & Winter model R&D can be imitative (trying to imitate technology of other firms) or innovative (trying to find new techniques R&D is local search, it starts from the technology that the firm has now; this is in line with the notion of a technological paradigm In one version of the model, R&D depends on the nature of the knowledge base
  20. 20. The market structure model Two technological regimes: – Routinized – Entrepreneurial This is modeled after Schumpeter Mark I vs Mark II
  21. 21. The routinized regime Lower probability of innovation (for equal levels of R&D spending) Innovative step depends on external (scientific) developments and the firm’s own performance (innovation in the past breeds more success): cumulativeness As a result outsiders (potential entrants) have a low probability of success (they have no experience)
  22. 22. The entrepreneurial regime A high probability for innovation Outsiders (potential entrants) are as good in innovation as incumbents
  23. 23. Simulation analysis The usual way of analysis of a model is to find the equilibrium The evolutionary Nelson and Winter model does not have a clear-cut equilibrium Outcomes of the model depend on random factors (e.g., innovative success) The model can be analyzed by running it on a computer
  24. 24. Guidance for simulation analysis A single simulation run is not enough to show a result Monte Carlo experiment: run multiple times with different parameter settings, and then compare the outcomes by means of a statistical analysis
  25. 25. Technology regimes – Nelson & Winter http://www.tm.tue.nl/ecis/bart/nwreg.zip
  26. 26. Simulation results – Nelson & Winter
  27. 27. Simulation results – a systematic comparison of the regimes
  28. 28. Technology regimes – Nelson & Winter A conclusion: differences in knowledge base cause differences in R&D spending and market structure Which regime generates which market structure? How can the changes between the regimes be influenced? – Explorations of parameter space
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