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Network Competition IS250 Spring 2010 chuang@ischool.berkeley.edu
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John Chuang2 Network Competition Design for Choice Design for Competition Loci of Competition -Who, what, and where Models of Competition -Quantify benefits of competition
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John Chuang3 Loci of Competition A 2x2 Network Model EdgeCore Logical/ Service Internet Service Providers (ISPs) Internet Backbone Operators PhysicalLast-mile access networks Wide-area transit networks
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John Chuang4 Models of Competition Monopoly Perfect Competition Oligopoly Many other models to capture “messiness” of the real-world, e.g., incomplete information, asymmetric information, bounded rationality, transactional costs, externalities, …
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John Chuang5 Preliminaries Agents: e.g., buyers and sellers Commodity: goods, services Market: to facilitate trade Utility: measure of satisfaction derived from trade Equilibrium: predicted outcome
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John Chuang6 Utility Seller’s utility = profit ( ) = revenue - cost -revenue = price * quantity -cost includes fixed and marginal costs Buyer’s utility = valuation - price -Valuation aka willingness-to-pay (WTP) Utility maximization -Seller i sets P i and/or Q i to maximize profit -Buyer j decides which product, if any, to purchase
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John Chuang7 Demand w q Willingness to pay (WTP) Marginal WTP: w(q) …
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John Chuang8 w q Amount paid (producer’s revenue) q p Consumer surplus w(q) Consumer Surplus Not every consumer may be served, even if their WTP > 0 Results in dead-weight loss (DWL) DWL
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John Chuang9 Supply c(q) q Production cost function: c(q) Fixed cost = c(0) = F F
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John Chuang10 Marginal Cost m(q) q Total cost (excluding fixed cost) q Marginal cost: m(q) = c’(q) Marginal cost curve
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John Chuang11 Constant Marginal Cost q Total cost (excluding fixed cost) q Cost function: c(q) = c(0) + m · q Marginal cost: m(q) = c’(q) = m Special case: if m = 0, then zero marginal cost -Common in production of information & IT m Marginal cost = m m(q)
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John Chuang12 Producer Surplus $ q Marginal cost q Profit = revenue - cost = p · q - c(q) Producer surplus excludes fixed cost Example: for constant marginal cost function: -Profit = (p-m) · q - c(0) -Producer surplus = (p-m) · q Marginal WTP m p PS
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John Chuang13 Social Surplus w q Marginal cost q Also known as social welfare or total surplus SS = CS + PS Marginal WTP m p CS PS
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John Chuang14 Surplus Maximization Producers seek to maximize profit (or producer surplus) What about a social planner? -Maximize social surplus? -Maximize consumer surplus? -Maximize consumer surplus subject to producer cost recovery?
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John Chuang15 Marginal Cost Pricing $ q Marginal cost q Setting p = m Question: what happens to social surplus? What happens to producer surplus? Marginal WTP m p CS PS
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John Chuang16 Monopoly v. Competition What are the tradeoffs?
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John Chuang17 Monopoly Single producer -- free to set prices to maximize profit (usually at the expense of social welfare)
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John Chuang18 Monopoly Example Cost: c(q) = c -Zero marginal cost Linear Demand: p(q) = 1 - q Profit: = p·q - c Producer surplus: PS = p·q Profit maximization: -Solve the equation d /dq = 0 -q* = 1/2; p* = 1/2 = 1/4 - c Consumer surplus, CS = 1/8 Social welfare = CS + PS = 3/8 Q: when will monopolist choose not to produce? q p 1 1 p(q) = 1 - q q* p* Dead Weight Loss (DWL) Consumer Surplus Producer Revenue
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John Chuang19 Perfect Competition No dominant supplier -Price determined by the market, i.e., all suppliers are price takers Competition drives price down to marginal cost -In example: p* = MC = 0 --> q* = 1 -Profit, = -c -Producer surplus = 0 -Consumer surplus, CS = 1/2 -Social welfare = 1/2 Perfect competition maximizes social welfare, but suppliers cannot recover fixed cost q p 1 D q*=1 p* = 0 Consumer Surplus
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John Chuang20 Monopoly v. Competition What are the tradeoffs?
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John Chuang21 Oligopoly Competitive market with small number of suppliers -Duopoly is special case, though common in many telecommunication sectors Common oligopoly models, analyzed as games: -Bertrand competition: price competition -Cournot competition: quantity competition -Stackelberg competition: leader follower game
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John Chuang22 Bertrand Competition Each supplier simultaneously announces price p i Consumers buy from lower-priced supplier Example: two suppliers with marginal costs c 1 < c 2, known to both suppliers -What are equilibrium values for p 1, p 2 ? -What are equilibrium values for 1, 2 ?
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John Chuang23 Cournot Competition Single-shot game: game with a single round Each supplier i simultaneously announces quantity, q i -Strategic decision involving commitment, e.g., build factory, provision network Given aggregate supply q = q i, market determines price p(q) Each supplier realizes profit proportional to its quantity: i = p(q)q i - c i (q i ) Equilibrium with n symmetric firms: -p(q)(1+1/n ) = c’(q/n) -Price proportional to marginal cost c’; markup depends on demand elasticity and converges to zero as n approaches infinity
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John Chuang24 Stackelberg Game Duopoly game played in two steps: -Supplier 1 (leader) first choose quantity q 1 -Given q 1, supplier 2 (follower) choose q 2 as best response Game solved backwards, starting with supplier 2 Example: q i in [0,1], p = 1-q, c i = 0 -Supplier 2: max 2 = q 2 (1-q 1 -q 2 ) --> q 2 = (1-q 1 )/2 -Supplier 1: max 1 = q 1 (1-q 1 -q 2 ) --> q 1 = 1/2 -(q 1,q 2 ) = (1/2, 1/4) is Nash equilibrium Q: how does this compare with the cases of monopoly and perfect competition? q p 1 1 p(q) = 1 - q q* p* Dead Weight Loss (DWL) Consumer Surplus Producer Revenue
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John Chuang25 Summary: Monopoly, Duopoly, and Perfect Competition Q*P*Producer Surplus Consumer Surplus Total Surplus Dead Weight Loss Monopoly0.5 0.250.1250.3750.125 Duopoly (Stackelberg) 0.750.250.18750.281250.468750.03125 Perfect Competition 1000.5 0 q p 1 1 p(q) = 1 - q q* p* Dead Weight Loss (DWL) Consumer Surplus Producer Revenue
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John Chuang26 Summary Degree of competition matters! Whereas perfect competition can be ruinous to industries with low marginal cost (strong economies of scale)… Oligopolistic competition can allow providers a path to cost recovery and profitability, while also avoiding the pitfalls of a monopoly Actual social welfare realization depends on the actual shapes of the demand and supply curves
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