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Review Demand curve, consumer surplus Price elasticity of demand Lecture 10 Elasticity and Empirical Estimation Price Elasticity of Demand Understanding the concept of Elasticity of Demand is necessary to successfully apply demand-oriented pricing Elasticity = Q2 - Q1 (P1 + P2) P2 - P1 (Q1 + Q2) Corresponds to different time periods. where P = price per unit Q = quantity demanded in units 1,2 = time periods Price Elasticity of Demand (E) E measures the responsiveness of customer demand to changes in the service’s price. Elastic demand = % change in demand > % change in price Inelastic demand = % change in demand < % change in price Rare -4 -3 -2 Elastic demand Buyers are price sensitive -1.0 -.8 -.6 -.4 0 Inelastic demand Buyers are price insensitive Consumers have lots of choice (substitutes) when products are elastic. Measuring Elasticity of Demand Dell Computers recently cut the price of a poor selling notebook from $1599 to $1399. Sales averaging 14,000 units in the first period rose to 20,000 in the second period. Q2-Q1 (P1+P2 ) P2-P1 (Q1+Q2 ) 1. What is EP for the notebook? 20-14 2998 X = -2.64 34 1399-1599 2. Interpret EP. Elastic and buyer are sensitive to price. 3. Did revenues rise or fall after the price cut? 1599*14,000 = 22.3m 1399*20,000 = 27.9m Good move for Dell Why is Price Elasticity Important? Fact: sales revenue will be maximized when price elasticity is equal to -1. Elastic demand: decrease in price leads to increase in sales revenue Inelastic demand: increase in price leads to increase in sales revenue Fact: in the monopoly situation, optimal margin is related to the elasticity in the following way: Optimal margin = -1/(Elasticity) Why is Price Elasticity important? Computing Elasticity for Linear Demand Suppose the demand curve is q = A – B*p How to compute price elasticity? Suppose the Inverse demand curve is p = a – b*q How to compute price elasticity? Solving for Profit-Maximizing Price Stick with the inverse demand function p = a – b*q Step 1: Increase the quantity produced until the marginal revenue equals the marginal cost. Rev p q (a bq) q aq bq 2 Marginal Rev a 2bq Marginal Cost c * Marginal revenue and marginal cost equates at the optimal quantity q a 2bq c * q* ac 2b More on the Optimal Quantity In a linear demand model q* ac 2b Optimal quantity increases with consumers’ highest willingness-to-pay (a) Optimal quantity decreases with production costs (c) Optimal quantity increases with elasticity of the market (1/b) Solving for Profit-Maximizing Price Step 2: Compute the optimal price by substituting into the inverse demand function p a bq p* a bq* ac q 2b * ac p 2 * More on the Optimal Price In a linear demand model p* a c 2 Optimal price increases with consumers’ highest willingness-to-pay (a) Optimal price increases with production costs (c) Optimal quantity is not affected by the elasticity of the market (1/b) Solving for Profit-Maximizing Price Step 3: Compute the optimal profit level Total Profit ( p c) q F At optimum, q * ac 2b p* ac 2 ( p* c ) q* F Maximal profit is: ac ac ( c) F 2 2b (a c) 2 F 4b More on the Optimal Profit 2 ( a c ) In a linear demand model optimal profit is 4b Optimal profit increases with consumers’ highest willingness-to-pay (a) Optimal profit decreases with production costs (c) Optimal profit is increases with the elasticity of the market (1/b) Role of Fixed Cost Denote fixed cost by F Decision Rule when Fixed cost has not been incurred Invest if the optimal profit > F Do not invest if the optimal profit < F Decision Rule when Fixed has already been incurred Invest if the optimal profit > 0 Market Selection A Firm usually can choose to which market to enter. Each market will have different fixed costs and demand curve. Market entry decision depends on the optimal profits of both markets. Market Selection: An Example Consider two markets described by the inverse demand functions: p1 = 100 – 0.5*q1 and P2 = 50 – 0.1*q2 The market-specific fixed cost associated with operating in markets 1 and 2 are F1 = F2 = $500. Marginal Cost is assumed to be the same at $10 The firm can chooses only one market to serve Market Selection: An Example Total Profits at Market #1/ Market #2? Computation follows the three-step procedure outlined above Which market should be entered? Enter Market # 1 if the total profit at Market # 1 is higher Enter Market # 2 if the total profit at Market # 2 is higher Need to also account for the fixed cost when we compute the total profit. Market Selection: An Example Computing the Expected Profit at Market #1 p1 = 100 – 0.5*q1 Step 1: Increase the quantity produced until the marginal revenue equals the marginal cost. 100 10 q1* 90 2*0.5 Step 2: Compute the optimal price by substituting into the inverse demand function 100 10 p1* $55 2 Step 3: Compute the optimal profit level (100 10) 2 F $3550 4 0.5 * 1 Market Selection: An Example Practice Computing the Expected Profit at Market #2 p2 = 50 – 0.1*q2 Step 1: Increase the quantity produced until the marginal revenue equals the marginal cost. Step 2: Compute the optimal price by substituting into the inverse demand function Step 3: Compute the optimal profit level Empirical Demand Estimation Linear Regression Model y 0 1 x1 2 x2 ... 2 xK Interpretation of coefficient Computation of price elasticity Empirical Demand Estimation Log-Log Model ln y 0 1 ln x1 2 ln x2 ... 2 ln xK Interpretation of coefficient Computation of price elasticity Empirical Demand Estimation - Illustration Demand Estimation Excel Worksheet Next Lecture Price Discrimination I