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Production function
• Firm: transform inputs into outputs
• Production funciton:
q = f (x1, ..., xn)
• In what follows, two inputs: K , L
2
Isoquants
• Contour lines that connect points with same in (K , L) spaceproducing same output level.
• Similarly to indifference curves, generally convex (diminishingmarginal returns).
• The more convex, the the more complementary the inputs; theflatter, the closer substitutes.
3
Production functions: two extreme cases
1
2
3
1 2 3
...... ...... ...... ...... ...... .........................................
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ........................................................................
# planes
# pilots
q = 1 q = 2
1
2
3
1 2 3
Nebraska beef (tons)
Texas beef (tons)
q = 3
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Isoquants and cost minimization
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ........................................................................
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ................................................
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ......1
2
3
4
1.333
1 2 3 4
K
L
q = 1 q = 2 q = 3
•
••
K∗=1.6
L∗=2.5
..................................
..........−w/r
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...........................................................
•
K
L
q = 2
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Demand for inputs
• For given input prices r ,w , and for a given output level q, findoptimal input mix K , L.
• The resulting L, for example, is demand for labor: Ld
• How does Ld depend on w , p and especially r?
• Example 1: desktop computer and demand for labor
• Example 2: Compare two industries (hydroelectric damconstruction; aircraft construction) in two countries (U.S. andIndia)
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Productivity
• Cobb-Douglas production function
qi = ωi Kαi Lβi
• Labor productivity: qi/Li
• Total factor productivity (TFP): ωi
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Estimating TFP
• Estimate coefficients from (e.g.) Cobb-Douglas productionfunction:
α̂ =r Ki
qiβ̂ =
w Liqi
where r ,w is cost of capital, labor
• Take logarithms and solve production function w.r.t. ωi :
ln ω̂i = ln qi − α̂ lnKi − β̂ ln Li
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Cost functions
• For given input prices r ,w , and for a given output level q, findoptimal input mix K , L
• Determine cost r K + w L
• C (q): minimum cost required to achieve output level q
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Cost concepts
• Fixed cost (FC): the cost that does not depend on the outputlevel, C (0)
• Variable cost (VC): that cost which would be zero if the outputlevel were zero, C (q) − C (0)
• Average cost (AC) (a.k.a. “unit cost”): total cost divided byoutput level, C (q)/q
• Marginal cost (MC): the unit cost of a small increase in output
− Definition: derivative of cost with respect to output, d C/d q
− Approximated by C(q) − C(q − 1)
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Examples
• Bagels: modest fixed cost (space), relatively constant marginalcost (labor and materials)
• Electricity generation: large fixed cost (plant), initially decliningmarginal cost (large plants are more efficient, and many plantshave startup costs)
• Music CDs: large fixed cost (recording), small marginal cost(production and distribution)
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T-shirt factory example
To produce T-shirts:
• Lease one machine at $20/week
• Machine requires one worker, produces one T-shirt per hour
• Worker is paid $1/hour on weekdays (up to 40 hours), $2/hour onSaturdays (up to 8 hours), $3 on Sundays (up to 8 hours)
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T-shirt factory costs
Suppose output level is 40 T-shirts per week. Then,
• Fixed cost: FC = $20. Variable cost: VC = 40 × $1 = $40
• Average cost: AC = ($20+$40)/40 = $1.5
• Marginal cost: MC = $2
(Note that producing an extra T-shirt would imply working onSaturday, which costs more.)
Similar calculations can be made for other output levels, leading tothe cost function . . .
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T-shirt factory cost function
0
1
2
3
0 40 48 56
p
q
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ............................................................................................................
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ............................................................................................................................................................
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AC
MC
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Cost functions: more general case
p◦
p′
q◦ q′
p
q
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ..............................................................................
•
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ..................................................................................................................
AC
MC
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T-shirt factory output choice
• Scenario A: BenettonTM, sole buyer of T-shirts, offers pricep = $1.8 per T-shirt (for any number of T-shirts)
• Should factory increase output beyond 40 T-shirts/week, thusoperating on Saturdays?
• p = 1.8, AC = 1.5, MC = 2.
• Although factory is making money at q=40 (because p > AC),profits would be lower if it produced more (because p < MC); itwould lose money at the margin. (Verify this: compute profit atq=40, 41.)
17
T-shirt factory output choice
• Scenario B: BenettonTM, sole buyer of T-shirts, offers pricep = $1.3 per T-shirt (for any number of T-shirts)
• No matter how much factory produces, price is below per-unitcost; i.e., no matter how much factory produces, it will losemoney:
p < AC implies q × p < q × ACimplies Revenue < Cost
• Optimal decision is not to produce at all
Use marginal cost to decide how much to produce.Use average cost to decide whether to produce.
18
T-shirt factory supply function
0
1
2
3
0 40 48 56
p
q
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... .....
AC
MCSLR
19
T-shirt factory supply function
• Suppose fixed cost has already been paid for the week;then it’s a sunk cost
• Define Average Variable Cost (AVC) as average costexcluding fixed cost
• Short-run supply switches to zero at min AVC
20
Supply by price taking firm
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ..............................................................................
•
...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... ...... .........................................
•minAVC
minAC
q◦SR q◦LR
p
q
AVC
AC
MCSLRSSR.......................................................................................................................................................
.......................................................... ...........
22