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Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

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Page 1: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Regulation and the Rise of Housing Prices in Greater

Boston

Presentation by

Edward Glaeser & Amy Dain

January 5, 2006

Page 2: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Top Five Metropolitan Areas By

Housing Price Appreciation

OFHEO Repeat Sales Price Indices

1980-2004, CPI Adjusted

• Nassau-Suffolk (NY) 251% • Boston Quincy (MA) 210%• Cambridge-Newton (MA) 180%• Essex County (MA) 179%• Salinas (CA) 162%

Page 3: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Rising Housing Prices Mean Rising Demand, But High Demand Doesn’t Have to Mean High PricesIn Houston, Las Vegas and Phoenix

NAR median sales prices were under $200,000 last year.

Boston’s NAR median sales price was $418,000.

But there were 45,000 in permits in Houston last year and 32,000 in Vegas as opposed to 8,200 in Boston.

Page 4: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

As Prices Rise, Permits Fall:This Means a SUPPLY problem

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Boston-Quincy Cambridge-Newton-Framingham Essex Co. Boston MSA

Page 5: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Two Views of Restricted Supply: No Land vs. No Permits

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l Per

mits

198

0-20

02 p

er A

cre/

Fitte

d va

lues

-4 -2 0 2Log Housing Density 1980

Total Permits 1980-2002 per Acre Fitted values

Page 6: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Examples of Low Density and Low Production• Lincoln, Weston, and Concord together

include more than 61 square miles or 39,000 acres, and contain only 12,889 homes.

• Yet in these three places, which currently have on average more than three acres per home, there were a total of 1,746 single-family units permitted between 1980 and 2002.

• There are another 25 localities within our sample with less than one home for every two acres that allowed less than 600 new units between 1980 and 2002.

Page 7: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

What Does an Acre Cost?• If land is just scarce, then land

should be as expensive if it extends an existing lot or if it sits under a new lot.

• But on average, an extra acre costs only $16,600 in our sample.

• If an acre sits under a new home, it’s worth $450,000.

• This difference is impossible without regulation.

Page 8: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

MunicipalitiesStudied-Within 50 miles of Boston -187 municipalities-Over half of state’s 351 cities and towns

Page 9: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

RegulationsStudied

Sample: 187 municipalities

187 zoning bylaws/ordinances

181 subdivision regulations (road design standards)

131 wetlands bylaws/ordinances (over 2/3 of 187)

109 septic regulations (over 2/3 of 161 municipalities not 100% on sewer*)

*26 municipalities 100% on sewer.

Database: Answers to over 100 questions about regulations in each municipality.

Page 10: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Lot Size – Single Family Lots

MassGIS data (from ’99, ’00)

2-acre lots zoned in over 90% of town’s area:

1. Boxford2. Carlisle3. Lincoln4. Medway5. Berlin6. Bolton7. Dunstable

8. Groton9. Paxton10. Plympton11. Princeton12. Rehoboth13. Sutton14. Townsend

Frontage, setbacks, width, yard size…

Half of the municipalities (95 of 187) zone over 50% of land area for one acre lot sizes or larger.

Page 11: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Lot Shape“No pork chop, rattail, or excessively funnel-shaped or otherwise gerrymandered lots shall be allowed.” – Millbury Zoning Bylaw

Perimeter/area ratios:

(p2/a)/(a/r)<=X, with X ranging from 20 to 30

-6 municipalities

p2/a<=X, with X ranging from 22 to 45

-26 municipalities

p/a<=X, with X ranging from 0.02 to 0.08

-7 municipalities

Other shape requirements: Fit circle, square, rectangle, ellipsis within lot lines.

Keyp = perimetera = actual lot arear = required lot area

Page 12: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Cluster/Flexible Zoning(Open Space Preservation Design, Conservation Subdivision, PUD)

80% of municipalities have it.

Only scattered success.Of ¾ of municipalities that told us results of cluster zoning…-18 said: built a lot of cluster -16 said: no cluster built -Most said: ‘not much, a few’

-Minimum parcel size too big-Process risky and time consuming

Tyngsborough’s 2004 Master Plan recommends: “Eliminate requirement that Town Meeting approve each Open Space Residential Development.”

-Not enough flexibility-No additional units above conventional zoning plan

“No density bonus in ours. Why would you cluster?” – Town Planner

Page 13: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Multi-family Zoning

No MF allowed 1. Bolton2. Boylston3. Bridgewater4. Dighton5. Lakeville6. Littleton7. Mendon8. Nahant9. Seekonk10. West Bridgewater

MF only if 55+ 1. Boxford2. Carlisle3. Lynnfield4. Marshfield5. Paxton6. Plympton7. Wenham8. Hanover (townhouse only)9. Medway (townhouse only)

Barriers to MF development where “allowed”:1. Minimum parcel size2. Dimensional requirements3. Re-zoning often required; special permits also risky4. MF district built-out

Example: Westborough has Garden Apartment and High Rise Apartment Districts. Westborough’s Master Plan states: “Although these districts appear to provide ample alternatives to single-family housing in the Town, in reality they do not since virtually no land is zoned for multi-family housing.”

“It may technically say that you can build multi-family, but the bar is so high that you can’t build under it.”

-Planner in town south of Boston

Page 14: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Accessory ApartmentsIn Owner-Occupied Single-Family Homes

Almost 60% of municipalities explicitly allow them

Most restricted to relatives of the owner (“in-law apartments”)

Just over 1/4 of municipalities allow accessory apartments with no occupancy restrictions

Due to the occupancy restrictions, many must be re-permitted or re-certified on a regular basis

-When relatives move out, the kitchen must be removed and apartment reintegrated

Page 15: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Subdivision RegulationsRoad Width for New NeighborhoodsMost common: 24 - 28 feet of pavement.

37 require 30+ feet. (20% of sample)

20 require no more than 22 feet.

6 feet 8 feet

“You don’t want to end up with a sea of pavement.”-Planner in community south of Boston with 32-foot pavement requirement

Page 16: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Wetlands Regs: Land Subject to Flooding

2/3 of municipalities have passed wetlands bylaws/ordinances.

Wetlands Protection Act protects “isolated land subject to flooding” – standing water, volume ¼ acre-foot, once per year.

59 municipalities expand definition of flooding11: 1/8 acre-foot5: 2,000 sq.ft. (1/20th of acre) Dover: 1/6 acre-footHingham: 1/16 acre-footGloucester: 1/43 acre-footWrentham: 3/43 acre-footTaunton: 1,000 sq.ft. surface area and 100 cubic feet volumeWayland: 500 sq.ft. surface areaSwansea: 1,000 sq.ft. surface area that floods once every five years. 24: variations on “temporary inundation… that covers land not usually under water”

Many lack definitions of flooding altogether, even when they indicate some increased protection for LSF.

Page 17: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Septic Regulations109 municipalities have local septic regulations, supplements to Title 5

Percolation rate29 have stricter perc rate requirement than Title 5’s

“60 minutes/inch”

Maximum perc rate – 20 minutes per inch1. Canton2. Topsfield3. Tewksbury4. Westford5. Sherborn6. Ipswich

7. Berkley8. Harvard9. Mansfield10. Marshfield11. Lakeville12. Bridgewater

Page 18: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

The Impact of Regulation on Housing: Lot Size

Distribution of SF minimum lot sizes

0.00

5.00

10.00

15.00

20.00

25.00

30.00

< 10 10-20 20-30 30-40 40-50 50-60 60-70 70+

Lot size (000s of sf)

Pct

of

reg

ion

al t

ota

l

Towns Population Land

Page 19: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Lot Size and Housing Stock

• In 1970, each acre per lot is associated with 41 percent less housing.

• In 2000, each acre per lot is associated with 36 percent less housing.

• Controls for town area, housing stock in 1940, and a number of 1940 controls (to avoid endogeneity).

• Can be interpreted as houses per acre or housing growth 1940 – 1970 or 1940-2000.

Page 20: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Lot Size and Permits

• Each acre per lot is associated with 33 percent fewer permits 1980-2002

• 33 percent less permits in the 1980s and 41 percent less permits in the 1990s

• Controls for 1970 era characteristics including housing stock, university presence, percent college graduate

• Coefficients rise with 1940 controls (.5)

Page 21: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Individual Impacts of Environmental and Subdivision Regulations

Permitting drops:• About 10 percent when localities

impose stricter than state standards for wetlands

• About 4 percent when localities impose stricter than state standards for septic systems

• About 12 percent when they adopt new subdivision regulations

• But none of these results are statistically significant

Page 22: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Combined Impacts of Environmental and Subdivision Regulations • Combine wetlands, septic, and

subdivision regulations into one index

• Each additional form of regulation is associated with a 10 percent reduction in permitting

• The coefficient is statistically significant

Page 23: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Cluster Zoning and Permits

• Cluster zoning appears to increase permits by 20 percent with town controls.

• The cluster effect is 8.6 percent with town fixed effects.

• Inclusionary zoning has a positive effect with town controls, but a negative effect with town fixed effects.

• Some of these rules are actually taxes on new development.

Page 24: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Zoning’s Impacton Prices• Zoning should increase prices

everywhere not just the affected town because supply is restricted in the whole region.

• Two towns that are otherwise identical need to have identical prices.

• If Saudi Arabia reduces its oil production, it doesn’t raise the price of Saudi Crude relative to Venezuelan Crude.

Page 25: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Nonetheless, We Look at Prices

• Basic effect on median sales price with 1940 controls is each acre per lot raises prices by 15.8 percent in 1987, 11.3 percent in 1995 and 19.5 percent in 2001.

• Each acre per lot reduces the share of affordable housing by 20 percent.

• With house characteristics, effect drops to 13 percent, and disappears once you control for 1970 density level.

Page 26: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

High Housing Prices Mean Firms Must Pay High Wages To Attract Workers

Log of Housing Value

Adjusted Log Wage .

11 12 13

2.4

2.6

2.8

3

Page 27: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Policy Proposals Must Address Four Features

• Localities have strong incentives to restrict new development

• Localities have the ability and incentives to subvert state-level policies

• The current system has too much uncertainty

• Property rights are diffuse and ill defined

Page 28: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Four Policy Approaches

• Use big carrots and sticks

• Override local controls

• Reform the legal environment

• Replace some controls with fees

Page 29: Regulation and the Rise of Housing Prices in Greater Boston Presentation by Edward Glaeser & Amy Dain January 5, 2006

Summary

• Housing prices and land use regulations are linked

• Minimum lot sizes have a dramatic impact

• Local rules for wetlands, septic systems, and subdivisions also play an important role

• Effective responses require significant state-level actions