300 likes | 314 Views
Explore the challenges faced by regulators with uncertain cost functions, determining policy instruments, social optimization, and the implications of firms' truth-telling incentives. Learn about models and solutions to address unknown control costs effectively.
E N D
ECON 4910 Spring 2007 Environmental Economics Lecture 10, Chapter 10 Lecturer: Finn R. Førsund Unknown control costs
The regulator’s problems • Purification cost functions unknown to the regulator • What to do? • Form the expected cost function • Ask the polluters about their cost functions • Assumption: only one polluter • Decision of the regulator. • What policy instrument to choose Unknown control costs
The regulator’s problem with uncertainty of the cost function • The social problem • The assumptions • One polluter • Only purification costs, output of polluter fixed • Damage function known • Standard curvature of functions Unknown control costs
The solution to the regulator’s problem • First-order condition • Must have information to form the expected marginal cost function Unknown control costs
Illustration of social optimum Probability distribution D’(e) -E{c’(e)} -E{c’(e)} = D’(e) e e* Unknown control costs
The social solution with a specific distribution • Simplifying assumption about the distribution function of the cost function • Only two types; high cost, cH(e) and low cost, cL(e) • Probability 0.5 for each type • Only assuming a single firm • The expected marginal cost • The social solution Unknown control costs
Choice of policy instrument • Emission tax • The adjustment of the firm • The firm knows its own type Unknown control costs
Illustration of the simple distribution case -E{c’(e)} D’(e) tH Social loss if H t tL -cH’ Social loss if L -cL’ e eL e* eH eL(t) eH(t) Unknown control costs
Regulator asks about cost type • Assumptions • Emission tax is used as instrument • Regulator does not control if the information is correct, i.e. regulator does not measure actual emission • No ethical problems of the firm lying • It will always minimise costs of the firm if it declares to be of the low cost type Unknown control costs
Illustration of firm giving cost information D’(e) -cH’ Social loss if H and lying tH tL -cL’ e eL* eL(H) eH* eH(L) Unknown control costs
Problems with the Kolstad model • Nothing said about whether emission are measurable • Assume that emissions are measurable: • When regulator is given the information about the cost function, then the regulator also knows the marginal cost function, and optimal emissions eL*, eH* can be calculated obeying Unknown control costs
Problems with the Kolstad model, cont. • When the firm reports its cost function then the Regulator knows the correct emission ej* and comparing this level and the choice of emission will tell the Regulator whether the firm is lying or not, thus inducing truth-telling. • The possibility to observe emission, but not the cost function, is quite realistic. If emissions cannot be observed, then the firm may cheat about reported emission as well. Unknown control costs
Kolstad: Introducing an incentive to tell the truth • A high-cost firm can be compensated for telling the truth • A reward for telling that the firm is high-cost-type • How to minimise the reward, R, and still make the firm willing to reveal that it is of the high-cost type • If high-cost is true then Unknown control costs
Incentive to tell the truth, cont. • Setting the reward R such that it does not pay to lie when the true type is low-cost • The range for R • Left-hand side positive, total cost telling the truth higher than cost when lying Unknown control costs
The Kolstad analysis is not correct • It is easy to demonstrate using diagrams that there is no amount of payment R that satisfies the equation above Unknown control costs
Illustration of giving an incentive to the high-cost firm to tell the truth Difference in cost if H between lying and truth D’(e) -cH’ tH tL -cL’ e eL* eL(H) eH* eH(L) Unknown control costs
Illustration of giving an incentive to the low-cost firm to tell the truth Difference in cost if L between truth and lying D’(e) -cH’ tH tL -cL’ e eL* eL(H) eH* eH(L) Unknown control costs
An alternative model for asymmetric information • Consider only two types of firms, high-cost H and low cost L • Assume that a firm earns a profit π from its economic activity independent of type • Emissions are measurable, but not cost functions • The regulator offers contracts specifying permitted emission and a type-specific subsidy/tax - transfer Unknown control costs
The contracts for the two cost types for emission quantity and tax • Contract for low- cost type • π –TL*- cL(eL*) = 0 → TL*= π - cL(eL*) • Contract for high-cost type • π –TH*- cH(eH*) = 0 → TH *= π - cH(eH*) • Low-cost type choosing high-cost contract • π –TH*- cL(eH*) = π –TH*- cL(eH*) + cH(eH*) - cH(eH*) = {π –TH*- cH(eH*)} + cH(eH*) - cL(eH*) • If high-cost gross profit is ≥ 0, then it pays the low-cost type to choose a high-type contract Unknown control costs
The contracts for the two cost types, cont. • Can it be profitable for the high-cost type to take a low-cost type contract • π –TL*- cH(eL*) = π –TL*- cH(eL*) + cL(eL*) - cL(eL*) = π – {TL*- cL(eL*)} - cH(eL*) + cL(eL*) = π- π - cH(eL*) + cL(eL*) < 0 • It cannot be profitable for a high-cost type to take a low-cost type contract • The problem for the regulator is the behaviour of the low-cost type taking the high-cost type contract Unknown control costs
Contract to avoid low-cost firm taking a high-cost type contract • The contracts should fulfil two objectives • Ensure participation of the firm, i.e. the gross profit must be non-negative • Give incentive to tell the truth about the cost type, i.e. transfer according to type must induce truth-telling Unknown control costs
Contracts • Participation: • UL= π -TL - cL(eL) ≥ 0 • UH= π -TH - cH(eH) ≥ 0 • The tax must not be so high that the firms close down • The quantities to be permitted emitted in the contracts are endogenous and still not determined Unknown control costs
Incentives • Define gross profit (pure profit) when telling the truth as Uj, j=L,H • Incentives to tell the truth • UL ≥ π -TH - cL(eH) • UH ≥ π -TL - cH(eL) • It should give higher gross profit to tell the truth than to lie. Unknown control costs
Combining participation and incentive • The high-cost type will not take a low-cost-type of contract • The tax-quantity pair in the contract can therefore be set such that gross profit is zero • UH= π -TH - cH(eH) = 0 • The incentive-condition for a high-cost type will not be a problem, i.e. fulfilled • The participation condition for low-cost type is fulfilled when UH ≥ 0 implying UL > 0 Unknown control costs
The active participation- and incentive conditions • The four original conditions are reduced to two • UH = 0 • UL = UH + cH(eH) - cL(eH) = cH(eH) - cL(eH) The last condition was established with eH = eH* above Unknown control costs
Determination of emission- and tax quantities of the contracts • The objective function for the Regulator is • W = V + αU = T- D(e) + αU = π – c(e) – U – D(e) + αU = π – c(e)– D(e) + (1-α)U • Assume that low-cost type appears with probability p and high-cost type with probability (1-p) • The two possible objective functions are • WL = π – cL(eL)– D(eL) + (1-α)UL • WH = π – cH(eH)– D(eH) + (1-α)UH Unknown control costs
Determination of emission- and tax quantities of the contracts, cont. • Maximising the expected value of the objective function • E{W} = p(π – cL(eL) – D(eL) - (1-α)(cH(eH) - cL(eH) ) + (1-p)(π – cH(eH) – D(eH) ) (setting UH = 0 ) Differentiating: Unknown control costs
Determination of emission- and tax quantities of the contracts, cont. • The low-cost contract for emission is set by • This is the standard condition. • The condition for emission allowed on the high-cost type contract is implying a higher emission than eH*. Unknown control costs
The allowed emission for the high-cost type • Rearranging the second condition for maximising the objective function • High-cost- emission set such that marginal damage equals the sum of two terms, the marginal purification cost and a term reflecting the negative effect for the Regulator caused by the low-cost type trying to take a high-cost-type contract Unknown control costs