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Sustaining the Mass Economy: Housing Costs, Population Dynamics, and Employment
Barry Bluestone
Director, Center for Urban and Regional Policy Northeastern University
May 2006
Key Questions
Are the recent discouraging trends in Massachusetts employment and population related to the cost of housing?
Why should current homeowners in Massachusetts who have enjoyed double-digit appreciation in the value of their homes support an increase in housing supply?
Presentation Outline
Employment Trends Population Dynamics Housing Prices Cost of Living across U.S. Metro Areas Impact of Housing Prices on Employment Impact of Housing Prices on Migration Housing Price/Vacancy Relationship
Employment Trend – U.S.
United States
118.8117.7118.4
120.2
123.1124.9
126.7
129.6131.5
133.4
136.9 136.9 136.5137.7
139.3141.4
115
120
125
130
135
140
145
90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05
in M
illio
ns
U.S. Bureau of Labor Statistics
Employment Trend - Massachusetts
M assachusetts
3044
2875
2795 28152869
29502994
3083
31513200
3279
3371
3270
32113165
3190
2700
2800
2900
3000
3100
3200
3300
3400
90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05
in T
ho
us
an
ds
U.S. Bureau of Labor Statistics
Employment Growth (2000-2006) Massachusetts vs. U.S.
-30%
-20%
-10%
0%
10%
20%
30%C
onst
ruct
ion
Hig
h Te
chM
fg
Fina
ncia
lS
ervi
ces
Com
pute
rS
ervi
ces
Edu
catio
nS
ervi
ces
Hea
lth C
are
Per
cent
age
Cha
nge
Mass
U.S.
U.S. Bureau of Labor Statistics
Massachusetts Population
5737.0
6016.4
6349.1 6394.8 6411.6 6417.6 6407.4 6398.7
5000.0
5200.0
5400.0
5600.0
5800.0
6000.0
6200.0
6400.0
6600.0
1980 1990 2000 2001 2002 2003 2004 2005
Popu
latio
n (in
thou
sand
s)
U.S. Bureau of the Census
Massachusetts Net Migration (2000-2005)
33,292 33,347 31,785 29,041 26,515
-22,892
-39,506-48,514
-61,980 -60,053-70,000
-50,000
-30,000
-10,000
10,000
30,000
50,000
2000-2001 2001-2002 2002-2003 2003-2004 2004-2005
Foreign Immigration Internal Migration
U.S. Census Bureau
Population Change by Age Cohort (2000-2004)
-10%
-5%
0%
5%
10%
15%
20%
25%
Under 5 5 to 19 20-24 25-34 35-54 55-64 65+
Age Cohort
Per
cent
age
Cha
nge
Mass
U.S.
U.S. Bureau of the Census
Population Change by Age Cohort (2000-2004)
-10.00%
-5.00%
0.00%
5.00%
10.00%
15.00%
20.00%U
nd
er
5
5 t
o 1
9
20
-24
25
-34
35
-54
55
-64
65
+
Age Cohort
Perc
en
tag
e C
han
ge
Mass
N.Carolina
U.S. Bureau of the Census
Where did they go?
TX
CA
MT
AZ
ID
NV
NM
CO
IL
OR
UT
KS
WY
IA
SD
NE
MN
ND
FL
OK
WI
MO
AL
WA
GA
AR
LA
MI
IN
NY
PA
NC
MS
TN
KYVA
OH
SC
ME
WV
MI VTNH
MD
NJ
MA
CT
DE
RI
Net Migration* Betweeen Massachusetts and Competitor States1990-2002
*Thicker line represents more migration
State Net Migration from State
Florida -99,082 New Hampshire -78,201 California -23,978 Arizona -11,033 North Carolina -8,983 Washington -4,516
$169$159
$152 $146 $148 $150 $154$161
$168
$186
$210
$245
$273
$313
$343
$376
$165 $168
$100
$150
$200
$250
$300
$350
$400
1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004
(in
$th
ou
san
ds)
Greater Boston Median Single Family Home Price 1987-2004
Source: The Warren Group Publications
2005Class A Apartment Rents
$1
,95
3
$1
,82
5
$1
,74
5
$1
,68
6
$1
,67
7
$1
,63
2
$1
,57
9
$1
,52
6
$1
,51
7
$1
,46
6
$1
,43
9
$1
,32
5
$1
,31
6
$1
,24
1
$1
,15
5
$1
,11
1
$1
,04
3
$1
,01
8
$1
,01
2
$9
87
$0
$500
$1,000
$1,500
$2,000
$2,500
Source: Forbes Magazine
Calculations based on 900 Sq.Ft. Apartment
Housing Costs - 4 Person Family
$1,539$1,437
$1,313 $1,266$1,187
$1,124
$929$847 $834 $805 $779
$673
$0
$200
$400
$600
$800
$1,000
$1,200
$1,400
$1,600
$1,800
Mo
nth
ly C
ost
s
Source: Economic Policy Institute, “Family Budget Calculator, 2005”
Annual Cost of Living: 4 Person Household
$30,000
$35,000
$40,000
$45,000
$50,000
$55,000
$60,000
$65,000
$70,000
1 2 3 4 5 6 7 8 9 10
Cost of Living Decile
De
cil
e A
ve
rag
e C
os
t o
f
Liv
ing
Boston$64,656
Source: Economic Policy Institute, “Family Budget Calculator, 2005”
Universe: 304 U.S. Metro Areas
Boston Family Budget – 4 Persons
Housing Costs: 7th Highest MSA Child Care: 7th Highest MSA Health Care: 7th Highest MSA Personal Care: 6th Highest MSA Fed/State Tax: 2nd Highest MSA
Total Cost: 1st Highest MSA
Economic Policy Institute, Family Budget Calculator, 2005
Among 304 U.S. Metropolitan Areas
Top Decile: Metro Area Cost of Living
Boston $ 64,656Washington (D.C. portion) $ 61,440Nassau-Suffolk, NY $ 60,780 Stamford-Norwalk, CN $ 60,720 Lawrence (Mass. portion) $ 59,280 New York, NY $ 58,656 Barnstable-Yarmouth, MA $ 58,236 San Francisco, CA $ 57,624 Worcester (Mass. portion) $ 55,704Springfield, MA $ 55,320Minneapolis-St. Paul, MN $ 54,948 Nashua, NH $ 54,852 Santa Cruz-Watsonville, CA $ 53,808Oakland, CA $ 53,412 San Jose, CA $ 52,800 Pittsfield, MA $ 52,632 Rochester, MN $ 51,288
Monmouth-Ocean, NJ $ 50,736San Diego, CA $ 50,088Newark, NJ $ 49,992New Haven-Meriden, CN $ 49,848Honolulu, HI $ 49,824Philadelphia (Pa. portion) $
49,716Boulder-Longmont, CO $ 49,596Bridgeport, CN $ 49,272Manchester, NH $
49,152Santa Rosa, CA $ 48,924Albany-Schenectady-Troy, NY $ 48,900Hartford, CN $ 48,684Trenton, NJ $ 48,576Rochester, NY $ 48,540
Economic Policy Institute: Family Budget Calculator
Universe: 304 U.S. Metro Areas
A Tale of Two CitiesBasic Budget2 Parents, 2 Children
Boston
Monthly Housing $1,266
Monthly Food $ 587
Monthly Child Care $1,298
Monthly Transportation $ 321
Monthly Health Care $ 592
Monthly Other Necessity $ 500
Monthly Taxes $ 824
Monthly Total $5,388
Annual Total $64,656
Raleigh-Durham-Chapel Hill
Monthly Housing $ 779
Monthly Food $ 587
Monthly Child Care $ 866
Monthly Transportation $ 358
Monthly Health Care $ 368
Monthly Other Necessity $ 369
Monthly Taxes $ 350
Monthly Total $3,677
Annual Total $44,124
A Tale of Two Cities
Source: Economic Policy Institute, “Family Budget Calculator, 2005”
Regional Average Monthly Housing Costs (2004)
$892.60
$708.46 $692.82$617.23 $616.29 $566.14 $583.67
$720.00
$914.63
-$100
$100
$300
$500
$700
$900
$1,100
$1,300
Hou
sing
Cos
ts
Boston ($1,266)
Source: Economic Policy Institute, “Family Budget Calculator, 2005”
Employment Growth (%) (2000-2004)
-1.00%
-0.50%
0.00%
0.50%
1.00%
1.50%
2.00%
2.50%
3.00%
3.50%
1 2 3 4 5 6 7 8 9 10
Housing Price Decile
Per
cent
Cha
nge
Low Price High Price
Economic Policy Institute, “Family Budget Calculator, 2005”; U.S. Bureau of Labor Statistics
Universe: 245 U.S. Metro Areas
0.95%
2.91%
2.29%
0.86%
1.53%
0.68%
-0.68%
0.12%
-0.62%
1.49%
Employment Growth (%) (2000-2004)
-6.00%
-5.00%
-4.00%
-3.00%
-2.00%
-1.00%
0.00%
1.00%
2.00%
3.00%
4.00%
1 2 3 4 5 6 7 8 9 10
Housing Price Decile
Per
cent
Cha
nge
Boston MSA (-4.9%)
Economic Policy Institute, “Family Budget Calculator, 2005”; U.S. Bureau of Labor Statistics
Universe: 245 U.S. Metro Areas
0.20
0.10
0.00
-0.10
-0.20
$1,600$1,400$1,200$1,000$800$600$400
Quadratic
Observed
Monthly Housing Cost
Employment Change (%) (2000-2004)
Boston MSA
%∆Emp(2000-2004) =
-.1466 +.0000396 Housing Cost (4.07) -2.291E-007 Housing Cost SQ (4.04)
N = 245 Adj. R Square = .056
Employment Growth (%) (2000-2004)
-1%
0%
1%
2%
3%
1 2 3 4 5 6 7 8 9 10
Cost of Living Decile
Per
cent
Cha
nge
Low Cost High Cost
Economic Policy Institute, “Family Budget Calculator, 2005”; U.S. Bureau of Labor Statistics
-0.21%
0.93%
-0.02%
0.84%1.06%
0.50%
1.09%
1.98%
0.62%
2.53%
Universe: 245 U.S. Metro Areas
Economic Policy Institute, “Family Budget Calculator, 2005”; U.S. Bureau of the Census
Internal Net Migration (%) (2000-2004)
-0.8
1%
-1.0
6%
0.1
8%
0.2
7%
0.9
3%
0.3
6%
2.7
2%
3.0
5%
2.4
5%
-2.2
5%
-6.00%
-4.00%
-2.00%
0.00%
2.00%
4.00%
1 2 3 4 5 6 7 8 9 10
Housing Cost Decile
Decil
e P
erc
en
t
Boston MSA (-5.2%)
Universe: 304 U.S. Metro Areas
0.1500
0.1000
0.0500
0.0000
-0.0500
-0.1000
-0.1500
$1,600$1,400$1,200$1,000$800$600$400
Monthly Housing Costs
Quadratic
Observed
Internal Migration (% Change)
Internal Migration (% Change)
Monthly Housing Cost
Boston MSA
%∆Internal Migration =
- .1541 + .00043 Housing Costs (7.03) - 2.658E-007 Housing Costs SQ (7.39)
N = 304 Adj. R Square = .153
Universe: 304 U.S. Metro Areas
0.1500
0.1000
0.0500
0.0000
-0.0500
-0.1000
-0.1500
$1,600$1,400$1,200$1,000$800$600$400
Monthly Housing Costs
Quadratic
Observed
Internal Migration (% Change)
Internal Migration (% Change)
Monthly Housing Cost
Boston MSA
%∆Internal Migration =
- .146 + .000399 Housing Costs (7.03) - 2.475E-007 Housing Costs SQ (7.39)
N = 304 Adj. R Square = .153
San FranciscoStamford-NorwalkSan JoseBostonOaklandNassau-Suffolk
Simulation ResultsThe Impact of Employment Growth and Housing
Prices on Net Internal Migration(Northeastern States)
Monthly Housing Cost
% Employment Growth $600 $1,266
+5.0% + 2.27% - 0.77%
+2.5% + 1.30% - 1.74%
-4.85% - 1.54% - 4.58%
Simulation based onNortheast RegressionThe -4.85% employment loss and the $1,266 monthly housing price refer to the values for Greater Boston, the former from the U.S. Bureau of Labor Statistics, the latter from the EPI Family Budget Calculator (4-Person Family with 2 Children)
Internal Net Migration (2000-2004)
0.3
5%
-0.0
3%
0.5
9%
0.4
8% 1.2
3% 1.9
5%
1.5
2%
1.5
6%
0.1
1%
-2.1
2%
-4.00%
-3.00%
-2.00%
-1.00%
0.00%
1.00%
2.00%
3.00%
1 2 3 4 5 6 7 8 9 10
Cost of Living Decile
Decil
e P
erc
en
t
Economic Policy Institute, “Family Budget Calculator, 2005”; U.S. Bureau of the Census
Universe: 304 U.S. Metro Areas
And, finally, what is the relationship between housing prices and housing supply?
Hou
sing
Pric
e A
ppre
ciat
ion
(199
5-20
05)
Housing Price Appreciation vs. Vacancy Rates
Office of Federal Housing Enterprise Oversight; U.S. Census Bureau
Universe: 75 U.S. Metro Areas
350.00
300.00
250.00
200.00
150.00
100.00
50.00
6.005.004.003.002.001.000.00
Average Vacancy Rate (2002-2004)
Cubic
Observed
Housing Price Appreciation vs. Vacancy Rates
Office of Federal Housing Enterprise Oversight; U.S. Census Bureau
Universe: 75 U.S. Metro Areas
Hou
sing
Pric
e A
ppre
ciat
ion
(199
5-20
05)
Housing Price Decline – Metro Areas
Peak Qtr. HPI IndexTrough Qtr.
HPI Index %CHG Recovery
Gary, IN 1981:I 63.42 1984:III 56.68 -10.6% 7 years
BOSTON, MA 1988:IV 112.95 1992:II 99.2 -12.2% 9 years
Duluth, MN 1988:II 114.18 1991:III 99.27 -13.1% 11 years
WORCESTER, MA 1989:IV 117.26 1995:I 100 -14.7% 9 years
SPRINGFIELD, MA 1989:iv 117.43 1995:i 100 -14.8% 11 years
Honolulu, HI 1993:II 101.55 1999:III 84.69 -16.6% 9 years
Detroit, MI 1981:IV 61.29 1982:IV 49.69 -18.9% 5 years
Hartford, CN 1988:III 126.4 1995:I 100 -20.9% 13 years
Los Angeles, CA 1990:III 127.16 1996:III 99.7 -21.6% 12 years
Lafayette, LA 1982:iii 115.27 1988:IV 65.53 -43.2% 15 years
U.S. Office of Federal Housing Enterprise Oversight
Boston MSA Housing Price Index
90
95
100
105
110
115
1 3 5 7 9 11 13 15 17 19 21 23 25 27
1988:2nd Q - 1994:4th Q
HP
I - 12.2%
U.S. Office of Federal Housing Enterprise Oversight
1988:4th Q – 1992:2nd Q
Conclusions
The high price of housing is indeed a significant factor in the decline in employment and population in Massachusetts
The high cost of living beyond housing – including health care, day care, and taxes – contributes to the decline in employment and population
An increase in housing supply could “inoculate” Massachusetts homeowners against the possibility of a long-term precipitous decline in housing values
General Policy Implications
INCREASING the housing stock, particularly starter homes for young families is critical to the future economic development and prosperity of the Commonwealth
REDUCING the high cost of health care, day care, and reduce the tax burden (particularly the residential property tax which contributes to housing costs) is important as well … along with assuring that the quality of local public services encourages families to stay in the Commonwealth despite its relatively high cost