bhuyan, sanjib, and lopez oligopoly power in the food and tobacco industries method: theoretical...
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Bhuyan, Sanjib, and Lopez Oligopoly power in the food and tobacco industries
Method:
Theoretical Model
Specify a general profit function Derive several parameters related to MARKET POWER
Empirical Model
Specify a specific profit function, demand function
Collect data
Estimation of parameters - statistical methods
Method: Theoretical Model -Profit function
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Πj = (P(Y )⋅Y j −C j(W ,Y j )
P(Y ) = price (output demand function)
W = vector of input prices
Y j = firm j's output
C j = cos t of producing Y j at prices W
€
∂Πj
∂Y j = sYj =
PY j
C j ≡ Revenue to cos t ratio
sYj =
∂ lnC j
∂ lnY j = 1 −θ j
η
⎛
⎝ ⎜
⎞
⎠ ⎟
Differentiate profit with respect to output
Method: Theoretical Model: Parameters
( )jj
j
MCtolinkedtofelasticityoutputY
Cε
∂
∂/1) ( cos
ln
ln==
Output elasticity of cost - reciprocal of “economies of size”
eg. for a 1% increase in output, is there more or less percent change in cost?
) (
elasticity lconjectura = ln
ln
jfirmofoutputtheinchangeatoresponseinYoutputindustryinchangeY
Yj
j
∂∂θ =
?
ln
)(ln
levelpricetheinchangeatoreactoutputindustrydoesHow
industrythefordemandoutputofelasticityP
YP
∂∂η −=
Method: Theoretical Model: Lerner Index (L)
Measures degree of the exercise of oligopoly power
€
L =P −MC
P=φ
η
MC = MC for the industry
φ = industry level conjectural var iations elasticity
η = elasticity of output demand
Method: Empirical Model
Specify a Translog Cost function (Transcendental-logarithmic)
Ln(C) = f(W,Y,T)C = industry total costY = industry outputT = time trendW = vector of input prices (wi)
Logarithmic differentiation (Shephard’s Lemma) factor (input) share equations
€
∂ lnC
∂ lnwi
= wi⋅ x iC
= Si (input share equations) = f (wi,Y,T)
Method: Empirical Model
Specify a Cobb-Douglas output demand function (derived demand facing industry)
€
lnY = D(lnP, lnq, lnZ, lnT)
P = price of output
Z = substitute price
q = income
T = time trend
Method: Estimation
Statistical methods - estimate the parameters of a system of equations
L - Lerner index - elasticity of returns to scale - conjectural variation elasticity for the industry
( = 0 => no strategic activity e.g. price taking)η - output demand elasticity
4 input share equations (KLEM) (derived from C=C (W,Y,T)1 demand function (Cobb-Douglas)1 equation representing profit max criterion
Annual data 1972 – 1987
40 food and tobacco processing industries: SIC 4 digit level
Results:
1) Testing the Lerner index
H0: L = 0
Reject => evidence of oligopoly power (price distortion)
Rejected - 37 of 40 industries (average L = 0.33)
"degree of oligopoly power is significant"
Results:2) Other Parameters
- conjectural variation elasticity - mostly greater than zero and significant- evidence of strategic behaviour
η - output demand elasticity – inelastic in all cases
- elasticity of scale ..... mostly increasing returns e.g. > 1
Constant returns to scale - CRS rejected for 33 industries
Ho: = 0
20 industries – increasing returns > 113 industries – decreasing returns > 1
Statistical Significance – high in most cases
Aggregate Industries SIC 2: - Food Industries- Tobacco Industries- Food & Tobacco
Comparisons with Previous Research