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Agglomeration Economics
Benefits a firm receives from locating near other firms
Localization Economies
Benefits from being near firms in the same industry
Urbanization economies
Benefits from being in a big, diverse city, no matter your industry
3 forces of agglomeration
Thick labor markets
Ecosystems
Knowledge Spillovers
Basic/Export Employment
Jobs whose outputs is sold outside the region
Non Basic/Local Employment
Jobs whose output is sold to people who already live in the region
Employment Multiplier Formula
Change in total employment / Change in export employment
Metropolitan Statistical Area
Built around an urbanized area of 50,000+
people
Micropolitan Statistical Area
Built around a smaller urban cluster of
10,000 - 49,999 people
Core Based Statistical Area
(CBSA)
The umbrella term for both micro and metro areas
Input-output analysis
“here’s what should happen, according to the model.” - simple, good for quick estimates
Empirical estimates
“here’s what the data says did happen.” - more realistic, but harder to do
2 Critiques of Traditional Input-Output Analysis
Constant Wage Assumption: Tends to overstate employment multipliers
Constant Labor Productivity Assumption: Tends to understate employment multipliers (ignores demand from agglomeration)
LQ > 1.0
Industry is more concentrated locally than
nationally — likely exporting (basic)
LQ ≈ 1.0
Industry roughly matches the national pattern
— likely just serving local demand
LQ < 1.0
Industry is under-represented — the region
may be a net importer for this good/service
LQ Formula

Direct Jobs
The jobs and income created at the
new/expanding business itself.
Indirect Jobs
Jobs created at local suppliers who sell
inputs to that business.
Induced Jobs
Jobs created when direct and indirect
workers spend their paychecks locally
Type I Multiplier
direct + indirect effects only
Type II Multiplier
direct + indirect + induced (adds re-spending of new income)
The Bid-Rent Curve
Explains relationship between land price and distance from CBD
3 Assumptions that change from mono to poly city model
Multiple Employment Centers, Multiple Income Groups, and Building Age & Quality
Three Unpriced Costs Behind Urban Sprawl, and their solutions
Unpriced Open Space Amenities - Growth Boundaries, development tax
Unpriced Traffic Congestion - Congestion pricing
Unpriced Infrastructure Costs - Impact fees
What is the rule for whether you should buy a house instead of rent?
Own if user cost of owning < market rent for an equivalent unit
Rent otherwise
Mortgage Interest Deduction
The government allows eligible homeowners to deduct certain mortgage interest expenses from their taxable income if they itemize their deductions.
Why does the MID do little to raise the homeownership rate?
It doesn't address the actual binding constraint for most renters — the down payment and closing costs.
4 ways to subsidize housing
Income grant - A lump sum of cash with no strings attached
Proportional rent subsidy - The government pays a fixed share of the rent bill
Housing voucher - Pays the gap between a local payment standard and about 30% of household income
Public housing - The government supplies a specific unit at a set rent, about 30% of income
MTO (Moving to Opportunity) Experiment Results
Mental health improved
Physical health improved
Economic outcomes were mixed
Children's outcomes depended on age
Tiebout Model
Different communities offer different bundles of taxes and public services (schools, parks, police). Households shop around and move to the community whose bundle fits their preferences best