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Lisø PhD Dissertation Manuscript - NTNU

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Building economics of climate change<br />

operating costs to vary between states. In the first-order<br />

conditions in Equations 6 and 7, a definition of a state-<br />

s dependent survival rate, , of the variable component is<br />

inserted: a s<br />

s<br />

z<br />

=<br />

z<br />

∂<br />

2<br />

1 .<br />

∂<br />

1 1 1<br />

2 2 1<br />

∂<br />

2 2<br />

( − ) ( )<br />

1 1 1<br />

2 2 1<br />

∂<br />

∂ ∂<br />

∂<br />

+<br />

−<br />

∂ ∂<br />

∂<br />

∂<br />

v c z<br />

∂<br />

z z m ∂ ∂<br />

d<br />

S<br />

s s<br />

s v c z s<br />

Âp<br />

a = 1 s s<br />

(6)<br />

z z m<br />

s=<br />

1<br />

( ) 1 s 1,2,3, ... 2 2 2<br />

∂<br />

− ,S<br />

2 2 2<br />

∂<br />

∂<br />

s s s<br />

v c ∂z<br />

= =<br />

s s<br />

(7)<br />

z ∂z<br />

∂m<br />

This gives S + 1 equations determining the S + 1 levels<br />

of effort.<br />

In each period 2 states, effort is simply chosen so that<br />

the marginal contribution to the net value of the services<br />

produced by the building of the last money unit spent<br />

on effort equals one. The period 1 condition has a similar<br />

interpretation. However, the return of effort made in<br />

period 1 is a probability weighted aggregate over periods<br />

and states, i.e. it is the expected marginal contribution.<br />

2 2<br />

∂<br />

By solving Equation 7 for ( − )<br />

2 2<br />

∂<br />

∂<br />

s s<br />

v c<br />

s s and inserting<br />

z ∂z<br />

into Equation 6, one gets another interpretation of how<br />

period 1 effort is chosen:<br />

1<br />

1 1 1<br />

∂<br />

1<br />

2 2<br />

( − ) 1<br />

1 1 1<br />

2<br />

∂<br />

1<br />

2<br />

∂<br />

∂z<br />

s<br />

S a<br />

v c ∂z<br />

s<br />

= −d<br />

∂m<br />

 p s<br />

(6’)<br />

z ∂z<br />

∂m<br />

s=<br />

∂z<br />

∂m<br />

1<br />

∂z<br />

s<br />

a 1<br />

∂m<br />

2s<br />

The expression ∂z<br />

is the ratio of the marginal tech-<br />

2<br />

∂m<br />

nical efficiency in producing z2 by the alternative factors<br />

m1 and m2 . Measured at the optimal values of (m1 , m2 )<br />

the ratio is state dependent. When the ratio is multiplied<br />

by the discounting factor it can be interpreted as an economic<br />

marginal efficiency, it captures both the technical<br />

efficiency and the fact that discounting makes the price<br />

of effort made early (in period 1) more expensive than<br />

effort made later (i.e. in period 2).<br />

Effort in period 1 is increasing in the expected<br />

economic efficiency of m1 in producing z2 . Hence, it is<br />

increasing in the expected survival rate of investments in<br />

z made in period 1 and in the discounting factor. This<br />

implies that period 1 effort is decreasing in the interest<br />

rate used in the discounting. Note that d2 = (1 + i) −1 ,<br />

where i is the relevant interest rate.<br />

The relation between first and second period effort at<br />

optimum depends strongly on the substitutability pattern<br />

between z1 and m2 in the gs-functions. Two stylized<br />

assumptions can be made:<br />

769<br />

(1) The ‘period 2-state s’ marginal product of effort<br />

(at optimum) depends on the levels z 2s , irrespective<br />

of the amount of effort undertaken in ‘state s<br />

of period 2’.<br />

(2) The ‘period 2-state s’ marginal product of effort<br />

(in optimum) depends on the amount of effort<br />

undertaken in ‘state s of period 2’, and not on<br />

how much of the factor z is brought forward<br />

from the first period.<br />

To see the substantial content of these technical<br />

assumptions consider one high and one low period 1<br />

level of z: (z 1L , z 1H ). These levels taken forward to any<br />

state in period 2 yield alternative starting values of z:<br />

(a s z 1L , a s z 1H ). By starting values it is simply meant the z 2s ,<br />

that will prevail for m 2s = 0.<br />

Define m 2# as the effort needed to increase the level of<br />

z 2s from a s z 1L to a s z 1H .<br />

z 2s = a s z 1H = g s (a s z 1L ,m 2# )<br />

Then consider a zˆ 2s > a s z 1H , and let m 2## be the effort<br />

needed to increase the level of z 2s from a s z 1H to zˆ 2s .<br />

Under assumption (1), the costs of increasing the<br />

level of z 2s from a s z 1L to zˆ 2s will be equal to the sum<br />

m 2# + m 2## . Hence, the marginal efficiency of m 2s is, at<br />

optimum, independent of the starting values.<br />

When the period 2 choice of effort is analysed and<br />

described, the distinction between (1) and (2) is not<br />

very interesting. Both of them produce a concave relation<br />

between effort and z 2s . The effect of period 1 effort<br />

on the period 2 choices does, however, differ strongly<br />

between these two cases. In case two, the effort made in<br />

period 1 does not only determine the amount of z that is<br />

brought forward from period 1 to period 2, but also the<br />

production technology of period 2. We proceed the<br />

paper using assumption (1).<br />

The optimal state of the building in each state in<br />

period 2 will, under assumption (1), be independent of<br />

the state of the building in period 1, and consequently of<br />

effort in period 1. The optimal state of the building in<br />

period 2, however, will affect the effort of period 1. The<br />

optimal effort in period 1 will exceed the effort made<br />

under a myopic optimization in period 1.<br />

Think of a regional-level climate change scenario with<br />

higher probabilities for states with a harsh climate. Furthermore,<br />

assume that the survival rate of z is lower<br />

under harsh climates. Then the expected technical and<br />

economic efficiency of period 1 effort (m 1 ) in producing<br />

z 2 will shift down as a response to climate uncertainty.<br />

Consequently, period 1 effort will be reduced as a result<br />

of (increased) uncertainty in the regional-level climate<br />

change scenarios.<br />

How can these algebraic exercises be used to define<br />

and say something about the building economics of

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