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Challenges in the Era of Globalization - iaabd

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Proceed<strong>in</strong>gs <strong>of</strong> <strong>the</strong> 12th Annual Conference © 2011 IAABD<br />

Basic Model<br />

There are three risk-neutral players <strong>in</strong> <strong>the</strong> model: a firm that is eligible to host a carbon reduction project<br />

(hereafter referred to as <strong>the</strong> `host'), an <strong>in</strong>vestor (or f<strong>in</strong>ancier) and a third party (or <strong>the</strong> victim). The host<br />

currently uses a technology and/or management practices that <strong>in</strong>volve an <strong>in</strong>efficiently high rate <strong>of</strong><br />

emissions <strong>of</strong> carbon. However, by adopt<strong>in</strong>g an "<strong>of</strong>fset system protocol" (e.g., energy conservation or<br />

afforestation <strong>in</strong>itiatives) at a sunk cost <strong>of</strong> K, emissions can be significantly reduced. The host must raise<br />

all <strong>the</strong> requisite funds from <strong>the</strong> <strong>in</strong>vestor. The third party is assumed to suffer f<strong>in</strong>ancial losses as a result <strong>of</strong><br />

<strong>the</strong> project's <strong>in</strong>herent risk.<br />

There are three important periods t∈[1,2,3]. For simplicity, we assume no discount<strong>in</strong>g. In period t=1, <strong>the</strong><br />

host gets <strong>the</strong> requisite f<strong>in</strong>anc<strong>in</strong>g and also negotiates a compensation package with <strong>the</strong> <strong>in</strong>vestor. In period<br />

t=2, <strong>the</strong> host implements <strong>the</strong> carbon reduction strategy (at fixed cost K) that lowers carbon emissions<br />

below some basel<strong>in</strong>e level. Every unit reduction <strong>in</strong> <strong>the</strong> emissions <strong>of</strong> carbon below <strong>the</strong> basel<strong>in</strong>e generates<br />

an emissions reduction credit (ERC). We will denote by R <strong>the</strong> quantity <strong>of</strong> ERCs generated by <strong>the</strong> project<br />

<strong>in</strong> period t=2. These ERCs are appropriated by <strong>the</strong> <strong>in</strong>vestor, who sells <strong>the</strong>m at a unit price <strong>of</strong> $1 to <strong>the</strong><br />

third party <strong>in</strong> a perfectly competitive carbon market.<br />

In period t=3, <strong>the</strong>re is a chance that carbon will be released back <strong>in</strong>to <strong>the</strong> atmosphere, render<strong>in</strong>g <strong>the</strong><br />

<strong>of</strong>fsets spurious and caus<strong>in</strong>g a pro rata f<strong>in</strong>ancial loss (or <strong>in</strong>jury) to <strong>the</strong> third party. Formally, we assume<br />

that a reversal occurs with probability p and causes an amount z∈Z⊆ℜ+ <strong>of</strong> carbon to be <strong>in</strong>jected back <strong>in</strong>to<br />

<strong>the</strong> atmosphere. S<strong>in</strong>ce <strong>the</strong> price <strong>of</strong> <strong>the</strong> <strong>of</strong>fsets is unity, z also represents <strong>the</strong> f<strong>in</strong>ancial loss potentially<br />

suffered by <strong>the</strong> third party <strong>in</strong> <strong>the</strong> event <strong>of</strong> a reversal. To capture more simply <strong>the</strong> comb<strong>in</strong>ation <strong>of</strong><br />

managerial and nonnatural factors <strong>in</strong> <strong>the</strong> make up <strong>of</strong> carbon releases, we let z= z + ε − e , where e∈[0,∞)<br />

is reversal-avoidance managerial effort that <strong>the</strong> host supplies and ε ~ N(0,σ 2 ). The density function <strong>of</strong> z is<br />

denoted ϕ(z,e). Effort causes disutility C(e,ω), where ω is a cost parameter, a firm’s type, that is unknown<br />

to <strong>the</strong> <strong>in</strong>vestor. Type can be <strong>in</strong>terpreted as a productivity parameter that reduces cost, all else equal. To<br />

keep <strong>the</strong> problem ma<strong>the</strong>matically tractable, we shall assume that <strong>the</strong> disutility structure is multiplicatively<br />

separable <strong>in</strong> that C(e,ω)=ωψ(e), where ψ′(e)>0 and ψ′′(e)>0.<br />

While <strong>the</strong> host knows exactly <strong>the</strong> value <strong>of</strong> its cost parameter ω from <strong>the</strong> outset, <strong>the</strong> <strong>in</strong>vestor's knowledge<br />

<strong>of</strong> ω is limited. The <strong>in</strong>vestor knows, however, that <strong>the</strong> cost parameter ω belongs to some closed connected<br />

set Θ⊂ℜ₊. Without loss <strong>of</strong> generality we take Θ = [ ω,<br />

ω ] . Follow<strong>in</strong>g <strong>the</strong> Bayesian approach, we assume<br />

that <strong>the</strong> <strong>in</strong>vestor has some subjective a priori probability on Θ, which is associated with a cont<strong>in</strong>uous<br />

probability density function f(ω)≡dF(ω)/dω, where F(ω) is <strong>the</strong> distribution function <strong>of</strong> ω. Denote by ω<br />

<strong>the</strong> most efficient type possible. As is standard <strong>in</strong> <strong>the</strong> <strong>in</strong>centive literature, we assume <strong>the</strong> follow<strong>in</strong>g with<br />

respect to F(ω):<br />

Assumption 1. The distribution <strong>of</strong> types F(ω) satisfies <strong>the</strong> monotone hazard rate property:<br />

∂ 1 − F(<br />

ω)<br />

∂ F(<br />

ω)<br />

≤ 0,<br />

><br />

∂ω<br />

f ( ω)<br />

∂ω<br />

f ( ω)<br />

0.<br />

We assume that to motivate <strong>the</strong> host to supply effort, <strong>the</strong> <strong>in</strong>vestor implements l<strong>in</strong>ear <strong>in</strong>centive scheme that<br />

comprises only a reward structure. More specifically, <strong>the</strong> <strong>in</strong>vestor <strong>of</strong>fers a transfer <strong>of</strong> <strong>the</strong> form<br />

100

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