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Interest rate and savings rate (Substitution effect dominates income effect)
Same concept as the first midterm
You’re giving up Y for an additional unit of X
You’re giving up R (return on investment) for more consumption today
In this graph, the substitution effect is greater than the income effect AND the interest rate has decreased. The budget line rotates inward/downward.
Since interest rate has decreased, its value became cheaper. Future consumption has become cheaper to give up, so your opportunity cost has gone down (you’re giving up less Y for X)
Lower returns make future consumption more expensive
Current consumption becomes more attractive
Leads to INCREASED current consumption (DECREASED savings)
Consumer takes advantage of lower opportunity cost to consume more today
Ex: You give up only $1.05 of future consumption, instead of $1.1. So you’re sacrificing less future consumption for every dollar you consume today. Therefore, it’s “cheaper” to consume now (because you give up less of tomorrow).
Then, you substitute into what’s cheaper, consumption today. So you consume more today and less in the future.

Interest rate and savings rate (Income effect dominates substitution effect)
In this graph, the substitution effect is smaller than the income effect AND the interest rate has decreased. The budget line rotates inward/downward.
Since interest rate has decreased, its value became cheaper. Future consumption has become cheaper to give up, so your opportunity cost has gone down (you’re giving up less Y for X)
Lower returns reduce future consumption potential
If future consumption is very important, consumer compensates by saving MORE today
Leads to DECREASED current consumption (INCREASED savings)
When the interest rate drops, you’re worse-off because your real income decreases, so your purchasing power decreases. Therefore, the individual is choosing to save more today (consume less today) in order to consume more during retirement.
Life-cycle optimization (intertemporal substitution motive)
A framework for understanding savings as a choice between consumption today and consumption in the future, optimizing across different periods of life
Retirement planning: trading off current consumption for future retirement consumption
If you save today, future consumption = I(1 + r), where I is income and r is the interest rate
Precautionary motive
The motivation to save money to build up a reserve against unforeseen contingencies or emergencies
Saving money for unexpected medical expenses, job loss, et

Fertility decisions
There’s a trade-off between children and consumption in dollars
Population: ~4 billion (1968) → ~8 billion (2020)
Fertility rate: >5 children/woman → 2.5 children/woman
Per-capita GDP: $5,000 → $11,000 (more than doubled)
Components of Child "Price"
Direct Costs:
Food, housing, clothing
Schooling and education
Healthcare
Opportunity Costs:
Mother's personal cost of childbirth
Foregone labor income from time spent with children
THIS IS THE BIGGER FACTOR, especially as women's education and job opportunities improved
Children are like normal goods: higher income → more children

Average and marginal product
Average product: measures the average output per unit of input, how productive each unit of input is on average.
AP = Y / X
AP = grade / hours
Marginal product: measures the extra output gained from one more unit of input.
MP = Y2 - Y1
Ex: if you study one more hour at 4 hours to 5 hours, your MP is 7 because your grade increased from 50 to 57
Since it’s concave, each additional X contributes less improvement then the last one
Marginal of diminishing returns:
AP and MP decreases because as X increases, their output becomes smaller and smaller
Ex: if you hire too many cooks, each of their contributions to the kitchen (output) decreases
Decreasing MP implies decreasing AP (because each new unit contributes less than the average so far, it pulls the average down)

Properties of production functions
MP (Marginal product):
Graphically, it’s the slope of the tangent line to the production function at a given point
MP is decreasing (each additional unit contributes less than the previous one)
If the tangent line at x is steep → output is growing fast → MP is high
If the tangent line is flat → output barely increases → MP is low
AP (Average product):
Graphically, it’s the slope of the straight line connecting the origin (0,0) to the point
AP is decreasing (as you add more input, the average contribution per unit declines)
If that line is steep → high output per unit of input (high AP)
If it’s flatter → low output per unit (low AP).
When MP > AP → AP is increasing
When MP < AP → AP is decreasing
When MP = AP → AP is at its maximum

Production with two variables
In this graph:
Different combinations of KKK and LLL can produce the same total output (like 346).
Parallel to consumer theory: Indifference Curve: combinations of goods (X, Y) giving same utility
These are examples of: An isoquant is a curve that shows all combinations of capital and labor that yield the same output.

Isoquants
Isoquant: An isoquant is a curve that shows all the combinations of two inputs (usually labor LLL and capital KKK) that produce the same level of output.
Marginal Rate of Technical Substitution (MRTS): The slope of the isoquant, how much capital (K or Y) you are WILLING to give up for one more unit of labor (L or X) while keeping output constant.
Same concept as slope of the indifference curve/MRS, BUT instead of keeping utility constant, it’s output
A & B on same indifference curve → Equal utility (same happiness)
Different X and Y values → Trade-off between goods
Slope at each point (MRS) → Rate at which you’re willing to substitute Y for X
Higher curve → More utility
Lower curve → Less utility
Perfect Substitutes:
Meaning: Labor and capital can replace each other completely at a constant rate
Shape: Straight line isoquant
Ex: Supermarket checkout (person vs. automated machine can do the same job)
Perfect Complements:
Meaning: Inputs must be used in fixed proportions — one can’t replace the other.
Shape: L-shaped isoquant
Ex: Airplane flights: exactly 1 pilot + 1 plane required (more pilots without planes = useless)

Iso-cost line
Iso-cost line: A line showing all combinations of inputs (K, L) that cost the same total amount C.
The iso-cost line comes from the firm’s total cost equation: C = wL + rK
C = total cost (fixed amount of money the firm can spend)
w = wage rate (cost of one unit of labor)
L= units of labor
r = rental rate of capital (cost of one unit of capital)
K = units of capital
The iso-cost line is conceptually like the budget line
Vertical intercept: C / r: the most capital the firm can afford if it hires no labor.
Horizontal intercept: C / w: the most labor the firm can afford if it rents no capital.
Slope of the iso-cost line: w / R = MRT
How many units of capital (K) the firm must give up to hire one more unit of labor (L) AT THE SAME COST (not output)
At m*: MRTS = MRT
The isoquant (same output) and the iso-cost (same cost) are equal and their slopes are equal.
At - w / r: the slope is with respect to labor over the price of capital

Maximize output for a given cost: You have a fixed budget (isocost line) and want to produce as much output as possible.
→ Graphically: move to the highest isoquant you can reach while staying on that isocost.
Minimize cost at a given output level: You must produce a fixed level of output and want to spend as little as possible.
→ Graphically: move to the lowest isocost that touches that isoquant.
AI, Robots, and Jobs
Computation costs have declined over time
The Digital Revolution and its three stages:
Microprocessor and cheap computing
Internet
AI
Impact on jobs and inequality
The Core Issue: Is the new technology a substitute for labor or a complement to labor?
If Substitutes: Technology eliminates jobs in that sector If Complements: Technology creates more jobs
General Pattern (Historical): Technological progress eliminates jobs but doesn't increase unemployment (new jobs created as old ones destroyed)
Lower Cost of Capital
Digital Revolution largely characterized by drop in cost of capital. What impact on demand for labor
Simple test: for the same input expenditure, does optimal input mix imply more labor or less labor?
In present case, exactly the same, but could be higher or lower, depending on shape of isoquants

Maximize output for a given cost level vs. Minimum cost at a given output level
Maximize:
You fix one cost level → meaning one isocost line
There are multiple isoquants (q₁, q₂, q₃) representing different outputs
You ask: “With this one budget, which isoquant (output level) can I reach?”
So you “push” the isocost line upward until it’s tangent to the highest possible isoquant
That tangency point = maximum output given that cost
Minimize:
You fix one isoquant → meaning one required output level
There are multiple isocost lines (different total costs)
You ask: “What’s the lowest-cost line that still reaches this output level?”
You move the isocost line inward until it just touches the isoquant (tangent)
That tangency point = minimum cost given that output


Lower cost of capital
Due to the digital revolution, technology has gotten cheaper → lower cost of capital
r (rental rate/cost of capital) decreases so as the denominator of C / r decreases, C / r increases
The iso-cost line pivots outward because we can buy more units as costs have gotten cheaper

K and L: perfect substitutes
If K and L are perfect substitutes, the firm views them as equally productive per unit (like 1 unit of K = 1 unit of L)
The isoquant (blue lines) will be linear, not curved: meaning the firm is always willing to perfectly swap one input for another at a constant rate
If labor is cheaper (w < r), the firm hires only labor → uses 100% labor, 0 capital. If capital becomes cheaper (r < w), the firm uses only capital → 0 labor, 100% capital.
When r = r₁ (high) → capital is expensive, so the firm minimizes cost by using all labor
As r falls to r₂, capital becomes cheaper → the iso-cost line flattens
When r = r₃ (low) → capital is cheapest, so the firm switches to all capital (K = C/r₃)

K and L: perfect complements
Perfect complements = inputs must be used together in fixed proportions
Think of it like: 1 machine (K) + 1 worker (L) = 1 unit of output
Adding extra of one input alone does nothing, you need both
So the isoquants are L-shaped, because:
On the horizontal or vertical parts, adding more of only one input doesn’t increase output
Output only rises when both inputs increase together — moving to the next “corner” of the L
When cost of capital decreases, the iso-cost line pivots outwards
Example:
The corner of the “L” is where you have the exact ratio needed (say 1 grill and 1 cook).
Moving horizontally (more labor, same capital) → output stays constant because you’re still limited by capital.
Moving vertically (more capital, same labor) → output also stays constant because you’re limited by labor.

Inverse demand curve
MRT: Slope of the inverse demand curve: p = 10 -.5q
MRS: Slope of the iso-profit curve
Given demand equation (in quantity form): q = 20 - 2q
price is the x-axis whereas quantity demanded is the y-axis
Add 2p to both sides: 2p + q = 20
Subtract q from both sides: 2p = 20 - q
Inverse demand equation: Divide both sides by 2: p = 10 - .5q
quantity demanded is the x-axis while price is the y-axis
price depends on quantity demanded
ex: at a given quantity, what price are consumers willing to pay
The seller wants the highest possible profit curve that still touches the demand curve: meaning, the optimal point E is where:
The iso-profit curve is tangent to the demand curve: slope of iso-profit curve = slope of demand curve (MRS = MRT)
You can’t get to a higher profit curve without going off the demand constraint
MRT = MRS implies:
∆p/∆q = (p − c)/q
The seller’s MRS
Profit function: π = (p − c) q − F
π is profit
p is price (price per unit the firm charges)
c is unit cost (costs the firm incurred to produce one more good)
q is quantity sold
F is fixed cost (total cost that doesn’t depend on output)
If you increase quantity by 1 (sell one more):
Additional revenue ≈ p (you sell one more at price p)
Additional cost ≈ c
Net extra profit = p - c
Increasing quantity (selling one more) makes profit go up, because you earn p - c more on that extra unit
If you decrease price by 1 (lower price by $1 on every unit):
Your revenue from each of the q units falls by $1
Total profit change = -q (you lose $1 × q)
Decreasing price by $1 makes profit go down, because you earn $1 less on each of the q units you sell, so total profit change is −q
The seller’s MRT
The seller cannot set any price and output level it wants; it must abide by the demand curve (what consumers are willing to buy at a given price)
Ex: if you want to sell more (increase q), you must lower price (p) to get people to buy those extra units
MRT: how much price (p) would I must give up for an additional unit of quantity sold (q)
As I increase q by one unit, I need to lower p so that consumers are willing to buy that extra unit (when the price is low, more people buy → high quantity demanded)
MRT = the absolute value of the slope of the inverse demand curve
In other words, MRT equals ∆p/∆q
Marginal revenue
Marginal revenue (MR): the additional revenue I get from increasing output by one unit (extra revenue from selling one more unit, after accounting for the loss from lowering price on all other units)
When sold one more unit, you must lower the price
In order to increase output by one unit, I need to decrease price (so as to induce consumers to buy one extra unit)
When I set a lower price, all units I sell will be sold at a lower price
Ex: You sell 1 cup at $10 → revenue = $10. You want to sell 2 cups → people will only buy 2 cups if price drops to $9 per cup. Total revenue from 2 cups = 2 × $9 = $18. Extra revenue from selling the 2nd cup (MR) = 18 − 10 = $8. Notice: the price of that 2nd cup is $9, but MR = $8 < $9
Therefore, MR is lower than the p at which I sell that marginal unit

Ice-cream pricing
Marginal Revenue (MR) = how much extra revenue you get from selling one more unit
Marginal Cost (MC) = how much extra cost you incur from producing one more unit
The profit-maximizing quantity happens where: MR = MC
Revenue: price x demand
Total cost: revenue - profit
Profit: revenue - total cost

Price elasticity of demand
Price elasticity of demand/Epsilon: measures how much quantity demanded responds to a change in price.
% △ in quantity / % △ in price = (△ in quantity / quantity) / (△ in price / price) = (△ in quantity / △ in price) (price / quantity)
E = △q / △p (p / q)
Example:
p (price) shifts from p = 6.5 to p = 6
Drops in price → negative .5
q (quantity demand) shifts from q = 7 to q = 8
E = 1 / - .5 (6.5 / 7) = -1.857
When multiplying (p/q) it’s p1 and q1
Interpretation: At p = 6.5, a 1% increase (standard saying, 1% use for both increase and decrease in price) in price leads to approximately 1.857% decrease in quantity demanded

Examples of price elasticity of demand
A negative elasticity:
obeys the law of demand: there’s a negative or inverse relationship between price and quantity demanded
If we raise price, quantity demanded decreases (vice versa) because the price of elasticity of demand is negative
If there’s NOT a negative sign, computation is wrong
Example:
If we take per say -4.1 and take the absolute value |-4.1|, the bigger the absolute value, the bigger the elasticity. This means the more sensitive the consumers are to change in price as there’s a much bigger reaction.
More elasticities
Price elasticity of demand: sensitivity of quantity demanded with respect to a change in price/measures how much quantity demanded responds to a change in price
If |E|> 1 = demand is elastic
If |E| < 1 = demand is inelastic
Income elasticity (of demand): sensitivity of quantity demanded with respect to a change in consumer income
x = △q / △y (y / q)
y = consumer income
q = quantity demanded of a good
If Ey < 0: good is inferior
y increases while qd decreases (vice versa)
(buy less when income increases)
Ex: instant ramen, canned foods
If Ey > 0: good is normal
y increases while qd increases (vice versa)
(buy more when income increases)
Ex: brand name goods
If Ey > 1: good is luxury
qd increases more proportionally as y rises
Type of normal good
Ex: designer bags
Cross-price elasticity (of demand): sensitivity of quantity demanded of good i with respect to a change in price of good j
x = △ qi / pj (pj / qi)
If Eji < 0, i and j are complements
If peanut butter (good j)’s price increased, then its complement of jelly (good i)’s quantity demanded decreases: Pj increased while Qi decreased
If two goods are complements, when one gets more expensive, people buy less of both, because they are typically used together.
If Eij > 0: i and j are substitutes
If energy drink (good j)’s price increased, then its substitute of coffee (good I)’s quantity demanded increases: Pj increased while Qi increased
When the price of one product goes up, the quantity demanded of the other product increases because people switch to it.
If Eij = 0: i and j are independent
If they’re equal to 0, they’re in the middle. The two goods have no relationships whatsoever. The cross-price elasticity = 0.
Price-margin rule
|△p / △q| = MRT
p - c / q = MRS
The price-margin rule: If the firm prices optimally, then the price-cost margin should equal the inverse of the elasticity (in absolute value)
Inverting the △ term and multiplying both sides by q / p, we get
(q / p) (1 / △q/△p) = (q / p) (p - c / q)
*Given the definition of elasticity, this is the same as - 1 / E = p - c / p*
Left-hand side: −1 / E → inverse of elasticity (absolute value)
How sensitive consumers are
More elastic = consumers are more sensitive to price changes
Right-hand side: (p−c) / p → price-cost margin
How much price exceeds cost
Higher price-margin = higher profit (vice versa)
Margin rule:
m = p - c / p
m = - 1 / E
MRT = MRS
- 1 / E = p - c / p could be also expressed as p = (E / 1 + E) c when solving for p
If elasticity is high (sensitive demand) → m should be low (low markup)
Consumers are very price-sensitive. If you try to set a high margin, demand will drop a lot → you lose revenue.
If elasticity is low (insensitive demand) → m should be high (high markup)
Consumers are not very sensitive to price. You can charge a high markup without losing many sales.

Graphical intuition
When p’ increases to p”: price increases, quantity demanded decreases
I gain G (The extra money you make on the units you still sell after raising the price) : G is q times △ p the blue box)
There’s also a loss of L (The money you lose because some customers stop buying due to the price increase): (p - c) (-△ q)
negative sign because there’s a loss of Qd at the x-axis
G > L when q” times △ p > (p’ - c) (-△ q)
G > L: Raising the price increases profit only if the gain from higher price is bigger than the loss from fewer sales.
Rearrange this to - q △ p / p △ q > p - c / p
Rule: only can be rearranged if m < 1/(-E)
When a price increase will actually raise profit
Margin and markup
Margin: the portion of the selling price that is profit
m = p - c / p → corresponding elasticity rules → m = 1 / -E
Retailers evaluating their profitability, since they usually set prices based on what the market will pay and then calculate what profit they earn from it
Mark-up: the amount you add to cost to determine your selling price
k = p - c / c → corresponding elasticity rules → k = 1 / -E -1
How much am I adding to cost to determine the selling price
Manufacturers and wholesalers, who start with cost and then “mark up” to set a selling price
Example 1:
Product: new drug, protected by patent
Estimated elasticity: −1.5 (constant)
Marginal cost: $10 (for a 12-dose package)
What’s the profit-maximizing price?
What are values of margin, markup at optimal price?
Check elasticity rules
Profit-maximizing price: p = c / 1+ (1 / E)
10 / 1- (1 / 1.5) = 30
When elasticity is negative, it becomes 1-1
Margin: m = p - c / p
(30 - 10) / 30 = .66 → 66%
66% profit
Elasticity rule:
-1 / E = - 1 / - E (since given E is negative) = -1 / -1.5 = .66 → 66%
Mark-up: k= p - c / c
(30 - 10) / 10 = 2 = 200%
adding 200% to cost to determine the selling price
Elasticity rule:
-1 / (E + 1) = -1 / (-1.5 + 1) = -1 / -.5 = 2 = 200%
Example 2:
Product: cable service
Estimated elasticity: −3.5 (constant)
Marginal cost: $20 (per month)
What’s the profit-maximizing price?
What are values of margin, markup at optimal price?
Check elasticity rules
p = c/(1+1 / E) = 20/(1-1 / 3.5) = 28
m = (28-20)/28 = 28.6%
k = (29-20)/20 = 40%
-1 / E = 1/3.5 = 28.6%
-1 (E + 1) = -1/(-3.5 + 1) = 40%
Ice-cream example:
m = 6.5 - 3/6.5 = .5385
E = 8-7/7 / 6-6.5/6.5 = 1 X 6.5 / -.5 X 7 = -6.5 / 3.5 = -1.857
1/-E = 1/1.857 = .5385

From production to cost function
Production Function Shape (Left Panel):
1) Convex portion (low input - labor) → curves upward
Output (goods/services produced) increases more than proportionally with input → increasing marginal product
Why? Specialization & division of labor
Example: Digging holes:
1 worker: slow, must do all tasks
2 workers: split tasks → faster than sum of individuals
2) Concave portion (high input) → flattens out
Output increases less than proportionally → decreasing marginal product
Why? Law of diminishing marginal returns
Example: Adding too many workers: crowded, less efficient
Cost Function Shape (Right Panel):
1) Concave portion (low output) → rises slowly
Cost rises less than proportionally as output increases → low marginal cost
Why? Each additional unit of output can be produced cheaply because workers are highly productive
Example: Digging holes:
1 worker: each hole is expensive
2 workers: splitting tasks → cost per extra hole is lower
2) Convex portion (high output) → steepens
Cost rises more than proportionally as output increases → high marginal cost
Why? Producing extra units gets more expensive because adding labor/machines is less efficient → law of diminishing marginal returns
Example: Digging holes:
10 workers: crowded, slower → extra labor costs more per additional hole

Cost function
Cost function: shows the minimum total cost a firm needs to produce a given output level q, if we use the best combination of inputs. It can be characterized by:
Fixed cost (FC): the cost that does not depend on the output level
Ex: rent, property taxes, salary of workers
Variable cost (VC): that cost which is not fixed, changes with output level
Ex: raw materials, utilities
Total cost (TC): the sum of fixed cost and variable cost
TC = FC + VC
Average cost / Average total cost (AC/ATC) (also known as “unit cost”): total cost divided by output level
AC = TC / Q
AC = TC / Q = (FC + VC) / Q
Average fixed cost (AFC): fixed cost divided by output level
AFC = FC / Q
Average variable cost (AVC): variable cost divided by output level
AFC = VC / Q
Marginal cost (MC): the cost of one additional unit. Extra cost of producing one more unit of output.
the change in the cost divided by the change in the output
Example:
Total cost: fixed cost + variable cost
Ex: 50.4 = 30 + 20.4
Margin cost: the change in the cost divided by the change in the output
Ex: going from 30 → 39.2 (q is going from 0 → 10) so 39.2 - 30 = 9.2 then 9.2 / 10 = 92
Average fixed cost: FC / q
3 = 30 / 10
Average variable cost: VC / q
Ex: .92 = 9.2 / 10
Average total cost: AFC + AVC
Ex: .92 + 3 = 3.92

Total and variable cost graph example
There’s a vertical distance between total cost and variable cost which is fixed cost
Fixed cost remains constant because it doesn’t change with output while total cost and variable cost changes with output

Average and marginal cost graph examples
AFC: fixed costs don’t change with output
Always declining: As you produce more, the same FC is divided among more units → AFC falls
At low levels of production, fixed costs are high. So when you produce more and more output from low levels of production, you spread those fixed costs over a great level of output
Pulls down your average total cost (ATC)
AVC: U-shaped
At first, adding more units uses labor efficiently → AVC falls.
After a point, diminishing marginal returns set in → each extra unit costs more → AVC rises.
MC intersects AVC at its lowest point because:
If MC < AVC → producing extra unit costs less than average → AVC falls
If MC > AVC → producing extra unit costs more than average → AVC rises
ATC: U-shaped
U-shaped because of economies of scales
At low output, ATC falls because spreading FC dominates (AFC high, AVC low)
At high output, ATC rises because diminishing returns increase MC → raises AVC → raises ATC
MC: extra cost of producing one more unit
Intersects ATC at the minimum
Low levels of production leads to an increased marginal cost in labor because labor is becoming inefficient due to diminishing marginal returns
When MC is > AC, AC increases because margin drives the averages (vice versa in the beginning of the graph)
Ex: Your average score is like AC. Your next test score is like MC.

T-shirt factory example
In order to produce t-shirts, a manager leases one machine at the rate of $20 per week. The machine must be operated by one worker. The hourly wage paid to that worker is as follows:
$1 during weekdays (up to 40 hours)
$2 on Saturdays (up to 8 hours)
$3 on Sundays (up to 8 hours)
Assuming that current output (q) is 40 t-shirts per week, we have that:
The fixed cost is given by the machine weekly lease. We thus have FC = $20.
The variable cost is given by 40 t-shirts times one hour per t-shirt times $1 per hour, which equals $40
The average cost is (20 + 40)/40 = $1.50
Cost per unit of output
The marginal cost is $2. In fact, producing the 41st t-shirt in a given week would imply asking the worker to work on Saturday, which would be paid at the hourly rate $2; and producing a t-shirt requires one hour of work
The factory is small relative to the market → it cannot set price. Market sets price: p = $1.80/t-shirt Factory can sell as many t-shirts as it wants at this price.
The factory is profitable at 40 t-shirts as $1.80 > $1.50
Rule: Produce where p = MC (profit-maximizing output)
If p > MC, produce more → gain profit on extra units
If p < MC, produce less → avoid loss on extra units
Since the cost of the 41st t-shirt is $2 for a Saturday wage and our revenue is $1.80, don’t produce as there’s no more profit
$1.80 < $2.00
Reducing to q = 39: saves $1 (MC), loses $1.80 (price) → don't reduce
Increasing to q = 41: costs $2 (MC), gains $1.80 (price) → don't increase
q = 40 is optimal (p falls between MC of $1 and $2)
Producing less → lose more revenue than you save → not optimal
Producing more → cost exceeds revenue → not optimal
Graph:
X - outputs
Y - number of t-shirts
$1 during weekdays (up to 40 hours)
$2 on Saturdays (up to 8 hours)
40 + 8 = 48 hours
$3 on Sundays (up to 8 hours
48 + 8= 56 hours

Output choice graph
Between q1 and q*, p is greater than MC
If you simply stop at q1 and don’t progress to between q1 and q*, you’re leaving money/profit on the table
Area A: represents forgone profit
Producing too little → you’re missing out on profitable units
At q2, MC is greater than p
Making a loss at between q* and q2
Area B: represents excess losses
Producing too much → you’re making unprofitable units
There’s an incentive to turn backwards so you’re cutting back production from q₂ down to q* to stop losing money
Optimal Point: Where p* = MC
Profit maximized

Supply by price-taking firm
Short run supply:
Fixed costs are sunk (you’ve already paid for equipment, rent, etc.).
The only thing that matters for staying in business right now is covering your variable costs (like labor, materials).
If Price ≥ min(AVC) → produce where P = MC
If Price < min(AVC) → you’re not even covering your variable costs — every extra unit you make loses money
Long run supply:
In the long run, nothing is fixed — firms can exit or enter the market.
You now have to pay fixed costs again and again (rent, equipment, etc.), so you must at least cover your total costs (variable + fixed = AC)
If Price ≥ min(AC) → produce where P = MC.
If Price < min(AC) → exit the market permanently
Inverse supply curve
Supply curve:
For a given price, the supply curve corresponds to the output level that the firm is willing to supply
Given a price, the curve tells you the quantity supplied
Inverse supply curve:
Second, the inverse way: for a given output unit, the (inverse) supply curve corresponds to the lowest price such that the firm would want to supply that unit
For every quantity (Q), what is the minimum price (P) the firm needs to be willing to produce it?

For a given price, market supply is simply the sum of all individual firm’s supplies
Add up all the individual supply curves horizontally
Note we’re adding qs for a given p, NOT adding ps for a given q
We’re asking if those different market prices, how much output will each of those firms produce
Add up firms = market
Ex: at price 1, add firm A and firm B (2 + 3) = market (5)
If firms’ supply curves are given by functions of p, then we add these functions
q = f(p)
Supply Determined by: p = MC
Therefore: Inverse supply S⁻¹(q) = MC(q)
Meaning of Inverse Supply:
For given output level q
Inverse supply gives LOWEST PRICE firm requires to supply that unit
If p < MC(q): won't supply that qth unit
If p ≥ MC(q): will supply that qth unit
Summary:
Direct supply curve: Given p, how much will firm supply?
Inverse supply curve: Given q, what minimum p needed to induce firm to supply it?

Firm supply to market supply
Firm 1 table:
MC
p = mc
Inverse MC
1 + 2 = p came from switching to MC on the left and p on the left so mc = p
Min AC
Firm 1 needs to give at least $1 minimum to produce a given level of output
No firms in this market would produce output if they’re getting a price of less than one
Graph:
Blue line is the market supply curve and it’s the horizontal summation of the individual supply curves in the market firms 1, 2, and 3
Firms Enter at Different Prices:
p < 1: No firms produce (all below min AC)
Q = 0
1 ≤ p < 3: Only Firm 1 active
Q = q₁ = 1 + 2p
3 ≤ p < 5: Firms 1 and 2 active
Q = q₁ + q₂ = (1 + 2p) + (-1 + p) = 2 + 3p
p ≥ 5: All three firms active
Q = q₁ + q₂ + q₃ = (1 + 2p) + (-1 + p) + (-2 + p) = 4p
Visual: Blue line with multiple segments, getting steeper as more firms enter
Key Points on Graph:
At p = 1: Q = 3 (Firm 1 enters)
At p = 3: Q = 11 (Firm 2 enters, curve gets steeper)
At p = 5: Q = 20 (Firm 3 enters, curve gets even steeper)


Market supply
At p1
Only firm three is willing to step up
At p2
All three firms are willing to step up
2 + 5 + 8 = 15, which is revealed by 15 by the purple market supply. We’re supplying UP TO 15 units of output (15 and less), therefore, it’s horizontal.
At p3
All three firms are willing to step up
Demand curve and function
Consumer’s optimal choice, determined by MRS = MRT, leads to x* and y* given px , py , and I (and given consumer preferences)
Different values of px lead to different values of x
Demand curve (or direct demand curve): gives the quantity demanded for a given price
Inverse demand curve: for a given quantity, gives the corresponding price. This dollar value is also referred to as willingness to pay.
Demand function: in addition to price, includes other factors influencing quantity demanded (e.g., income, other prices

Demand curve
For a given quantity, what’s the price the costumers want to pay?
If p = p1, then consumer purchases q1 units (direct demand)
Also, p1 is the consumer’s willingness to pay for a q1th unit
Demand curve is normally downward-sloping
dThis property is normally referred to as the law of demand

From individual to market demand
Market Demand: Horizontal sum of all individual demand curves
Why Market Demand is Downward-Sloping
Two Reasons:
1. Intensive Margin: Existing consumers demand more as price falls
Each individual's demand curve slopes down
Lower p → each person buys more
2. Extensive Margin: New consumers "enter" market as price falls
At high prices: only some consumers participate
As price drops: more consumers find it worthwhile
Similar to how firms enter supply market as price rises
Market demand is obtained from individual demands in the same way as market supply is obtained from individual supply curves: by adding them “horizontally”, that is, adding qs for a given p.
At price 3:
Individual B takes 3 units while individual C takes 10 units, the market equals to 13 units
As price gets higher, we go from 3 to 4, individual B drops out so there only remains individual C with the market at 7

Demand for minivans
Goal: estimate demand for minivans for each of the 50 US states
Suppose the demand for minivans for a typical US household depends on whether the household includes children under 18 (q1) or not (q0).
q0 = .8 - 1/50p
q1 = 1 - 1/80p
Each state has a given # households with children and a given # households without children. Aggregating over households, we get total demand at state level.
For simplicity, in what follows assume US consists of two states, New Mexico (NM) and West Virginia (WV)
Inverted the function, put the p on the left and q on the right
Red line:
If you plug in 0 for p, then q is 1
If you plug in 0 for q, then p is 80
Demand is higher for the red line (household with children) as willingness to pay for vans is higher

Market demand for minivans
Suppose, for simplicity, that there is one household with children and one household without children
Then market demand, Q, is simply horizontal sum of the two household demand curves
As price decreases, market demand increases for two reasons:
(a) individual buyers increase demand
(b) more buyers “enter” the market
Graph: market demand for minivans
At price of 40 and above, the household with kids is more willing to buy vans (the line to the left) whereas below 40, belongs to the household with no kids. The entire line represents the horizontal summations of both households.
Exists a kink at 40

Families and children, by state data
Qnm is the demand for NM
Households with children is more than WV
There’s a choke point of demand = 0 at price above $80
Within the interval $40 < p <_ $80, the only people that are willing to step forward are the households with kids
Multiply households with kids (235) by the equation
For price less than $40, both households step forward
Multiply households with kid and without by equation
The equations are the demand curves
Qnm is the demand for WV
P > $80, neither the households step forward so demand = 0
At $40 < p <_ $80, only the households with kids step forward
At $40 and less, both households step forward
Sum these to get the market demands

Market demand for minivans
Assumed households with children in NM and WV are similar. However, market demand in NM is less sensitive to price than demand in WV. This is because there are more households with children in NM and households with children are less sensitive to price changes.
They’re less sensitive to price changes because households in NM need minivans as necessities, not really any options for substitutes
The slope of NM is steeper, meaning it’s less sensitive to price changes
Surprising Finding: Despite WV having MORE households (504k vs. 467k), demand levels are similar
Explanation: NM has HIGHER percentage with children (50.4% vs. 42.3%)
Type 1 households demand more minivans
Higher child percentage offsets lower total households
At p = $28,000: Total demand is EXACTLY the same in both states
But Slopes Differ:
NM demand: STEEPER (less price-sensitive)
WV demand: FLATTER (more price-sensitive)
Why? NM has more families with children → more "dependent" on minivans → less willing to substitute away when price rises
Inverse demand curve
Inverse Demand D⁻¹(q): For a given quantity q, gives the willingness to pay for that qth unit
Two Ways to Read Demand:
1. Direct Demand D(p):
Given price p → what quantity demanded?
Answer: q = D(p)
2. Inverse Demand D⁻¹(q):
Given quantity q → what is willingness to pay for that unit?
Answer: p = D⁻¹(q)
Key Insight: Since optimal behavior implies p = MRS = willingness to pay, inverse demand reveals willingness to pay for each unit
The market mechanism
The law of supply and demand states that price tends to move in the direction of the equilibrium price (where supply equals demand)
The pendulum analogy
Just like gravity pulls a pendulum towards its rest point, market forces (buyers and sellers) push price toward its rest point (equilibrium price)
When we’re at disequilibrium (pendulum swinging), for market forces, the behavior of those buyers and sellers is going to push us towards the equilibrium price (resting point) through gravity as it eventually reaches the resting point
Graph:
Equilibrium (resting point) at q* and p* where demand = supply
At p1, the supply of qs is > the demand of qd, which is a disequilibrium at a surplus (excess supply)
There’s a downward pressure on price
In response to downward pressure on price, consumers will react with an increase in quantity demanded and the producers will respond to a decrease in quantity supply
We’re going to move down along the demand curve, no shifting just move along
We’re also going to move down along the supply curve
Now the pendulum reaches the resting point at p*, the equilibrium
At p2, the demand of qd is > the supply of qs, which is a disequilibrium at a shortage (excess demand)
There’s an upward pressure on price
In response, producer will move up the supply curve as producers have an incentive to produce more output
Move up along the demand curve
Now back at equilibrium


Comparative statics
A rightward shift of the supply curve leads to an increase in quantity and a decrease in price
S1 shifts right to S2
For any given price, you could now supply more output because your cost of production is going down
At p1 is disequilibrium, so we shift to p2 with a downward pressure on prices
Move down and along the demand curve, so quantity demand will increase
Move down and along the supply curve, so quantity supply will go down
q1 moves to q2
A rightward shift of the demand curve leads to an increase in quantity and an increase in price
D1 shifts right to D2
There’s now disequilibrium because there’s a gap between q1 and qd
There’s an upward pressure on prices
Quantity supply will go up whole quantity demanded will go down
Back at equilibrium as the pendulum stops
As a result of the rightward shift, we ended up with a higher equilibrium price and quantity so p and q are both higher

Shift versus movement along of supply curve
Movements along the supply curve of x, while other factors remain the same, correspond to changes in the price of x
Shifts in the supply curve of x result from changes in factors other than the price of x
Cost of production
Geological shock/natural disaster that hits natural resources
Technology
Availability of workers that affect the price of workers
Number of suppliers
Regulation, how does this affect supply?
Graph:
S1 = S2
Let’s say price of services goes up
So supply curve goes up and along from E1 to E2 and q1 to q2
The supply curve shifts to the right to E3 and Q3 from a sudden shock

Shift versus movement along of demand curve
Movements along the demand curve of x, while other factors remain the same, correspond to changes in the price of x
Shifts in the demand curve of x result from changes in factors other than the price of x
Change in income
Change in the price of related goods
Change in preferences/taste
Product recalls
Population changes/demographics
Number of buyers/consumers
Expectations
Graph:
Raising the price leads to up and along the demand curve from E1 moving to E2
The demand curve shifts leftwards/inwards
Due to reasons like decrease income
Shifts to a new demand curve at D3
Demand is now lower

Supply shift
Starting at p1 and q1
Higher supply arrow: Supply curve shifts from S1 to S2 so q1 becomes q2
Higher supply due to reasons like loosened regulations, productivity shock, etc
Lower required price arrow:
The firm required a price of p3 to bring that unit to market. If you ask them, I’m considering supplying q3 units of output, what’s the minimum price you require?
Post supply curve shift from S1 to S2
For a given level of output, what’s the minimum price you must give me as a firm to bring that unit to market?
The price you need (p2) is lower than the price you need pre-shift of p3

Demand shift
Starting at p1 and q1
Higher demand arrow:
There’s an increase in the price of a substitute good
Rightward shift of the curve, higher demand
Higher WTP (willingness to pay) arrow:
Let’s see if the new demand curve of D2 wants to pay for that same good or service
Willingness to pay has changed and is higher because the demand curve is now greater
Effects on p and on q
The more sensitive supply is to changes in price, the more the effect of a demand shift will be felt on output as opposed to price
The more sensitive demand is to changes in price, the more the effect of a supply shift will be felt on output as opposed to price
Top left:
Supply curve is much flatter compared to demand curve
Demand shifts from D1 to D2
The impact is mostly felt on Q compared to P
Top right:
Supply curve is much more steep than demand curve
Demand shifts from D1 to D2
The impact is mostly felt on P than Q
Bottom left:
The demand curve is much more flatter than the supply curve
Supply shifts from S1 to S2
The impact is mostly felt on Q than P
Bottom right:
The demand curve is much more steeper than the demand curve
Supply shifts from S1 to S2
The impact is mostly felt on P than Q

First theorem of welfare economics
First theorem of welfare economics: in a competitive market, the equilibrium levels of output and price correspond to the maximum total surplus
The market, on its own, chooses the price and quantity that create the greatest benefit for society (buyers + sellers combined
Consumer surplus: the difference between how much consumers are willing to pay and how much they actually pay (p*)
Ex: between 0 and $10, for that particular unit, their willingness to pay is greater than the price they actually paid
Some buyers would have paid $10
But price is only $6
They "save" $4 → that’s surplus
So they’re earning the area of he consumer surplus as their willingness to pay is greater than the price you actually have to pay at p*
Producer surplus: difference between the price sellers receive AKA the market price (p*) and the minimum they require to produce each unit (cost of producing goods)
For early units, cost might be $2
Market price is $6
Seller earns $4 profit-like benefit → producer surplus
At equilibrium q*, consumer surplus and producer surplus are both maximized
welfare, efficiency, are maximized