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Federal Reserve Bank of Philadelphia

MARCH *APRIL 1987




Housing Costs After Tax Reform
Theodore Crone

Dividing Up The Investment Pie
Have We Overinvested In Housing?
Edwin S. Mills

Federal Reserve Bank of Philadelphia
Ten Independence Mall
Philadelphia, Pennsylvania 19106

MARCH/APRIL 1987

The tax reforms passed in 1986 bring sweeping changes to the way people make their
investment decisions. In the housing sector, where many Americans have their biggest
investment, the tax structure plays a particularly strong role. This issue of the Business Review
examines these issues from two perspectives.
In "Housing Costs After Tax Reform," Theodore Crone looks at how the new tax law recasts
people's decisions about whether to rent a home or to buy one. Several factors enter into the
decision, such as new income tax rates, new capital gains provisions, and the changes in rents
and housing prices that are likely to occur.
Edwin S. Mills, in "Dividing Up the Investment Pie: Have We Overinvested in Housing?"
assesses the impact of tax provisions and other economic factors on capital allocation between
housing and non-housing assets in the U.S. economy. Using statistical tests and a new
comprehensive data set, he investigates the difference between the private and social rates of
return to investment in housing and non-housing, and how that difference might affect
GNP.

Housing Costs After Tax R efo rm .......................................................................... 3
Theodore Crone

Dividing Up the Investment Pie:
Have We Overinvested In H ousing?................................................................. 13
Edwin S. Mills

The BUSINESS REVIEW is published by the
Department of Research every other month. It is edited
by Judith Farnbach. Artwork is directed by Ronald B.
Williams, with the assistance of Dianne Hallowell.
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primarily to manage the nation's monetary affairs.
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Housing Costs After Tax Reform
Theodore Crone*
In calculating their 1986 taxes, many taxpayers
undoubtedly took the opportunity to estimate
what their federal income taxes would have
been under the new law that began to take effect
in January of this year. The good news for most
of us is that our total tax bill would have been
lower under the new law.
Before we run out to spend this extra money,
however, we should consider some more subtle
changes that the new law will introduce into our
’ Theodore Crone is a Research Officer and Economist in
the Research Department of the Federal Reserve Bank of
Philadelphia.




financial planning. For example, the costs of
some of our most important purchases will
change. In the area of housing, both rents and
the after-tax cost of owner-occupied housing
will rise as a result of tax reform. Households
will have to factor in these changes in costs in
deciding whether to rent or buy and how much
housing to rent or buy. All indications are that
owning one's home in the U.S. will become
relatively more attractive as a result of the new
tax law. However, whether they rent or buy,
Americans are likely to settle for less in the way
of housing—that is, smaller, less expensive
homes.
3

BUSINESS REVIEW

INCREASES IN RENTS
Why should we expect rents to rise in response
to the recent changes in the tax law? Simply put,
the owners of rental property will be charging
higher rents to compensate for several provi­
sions of the new law that would otherwise reduce
their after-tax return. The after-tax return to a
landlord depends upon the rent plus any capital
gain from his property minus all his costs,
including maintenance and taxes. Total taxes are
determined by the interaction of a number of
provisions of the tax code. Landlords are likely
to react to any changes in the law that increase
their tax payments by raising rents as soon as
market conditions allow.
Three major changes in the law reduce the
return to landlords. These include the lengthen­
ing of depreciation schedules, a reduction in
marginal income tax rates, and an increase in
capital gains taxes. Rental property will now be
depreciated over a longer time span: under the
old law the period was 19 y ears, and under the
new law it is 27V2 years. Furthermore, the yearly
depreciation will be constant over the entire
period rather than concentrated in the early
years of a property's depreciable life. These two
changes combine to push some deductions into
the later years of a rental investment. The reduc­
tion in depreciation allowances for the first year
illustrates the effect of these changes. First-year
depreciation is now about 3.6 percent of the
value of the property rather than the previous
8.8 percent. As a general rule, taxpayers do better
to receive a deduction or write-off earlier rather
than later, because the tax savings that result
from the write-off can be used to earn income in
later years. Since landlords now can claim less
depreciation in the early years of their invest­
ment, their total after-tax return will be lower.
The new tax law also lowers marginal income
tax rates for all taxpayers. The 14 tax brackets in
the old law will be replaced by two official
brackets in the new law when it is fully effective
in 1988—a 15 percent bracket and a 28 percent
bracket. Above certain income levels, however,
the 15 percent bracket and personal exemptions
4 FRASER
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MARCH/APRIL 1987

will be phased out. Thus, the new law really
mandates four brackets—15 percent, 28 percent,
33 percent, and 28 percent again after the phase­
outs (see Table 1). As long as an investment
generates a positive return, lower income tax
rates are a plus. But any time an investment
generates a negative return for tax purposes, lower
tax rates reduce the value of that investment as a
tax write-off. The value of any tax write-off
depends upon the taxpayer's marginal rate, that
is, the highest tax bracket in which he pays taxes.
For example, for a taxpayer who was in the 42
percent tax bracket under the previous law, every
dollar subtracted from his taxable income was
worth 42 cents in tax savings. If he is now in the
28 percent tax bracket, every dollar subtracted is
only worth 28 cents in tax savings. In the early
years of an investment in rental property, the
cash flow less depreciation for tax purposes is
generally negative. Therefore, in the early years,
the investment generates a tax write-off against
other income. Since marginal tax rates are
reduced under the new tax law, the value of
these write-offs is reduced for all landlords.1*
A third feature of the new tax law that reduces
the return to the owners of rental property is the
increased tax rate on capital gains. In periods of

1The value of real estate investments as tax write-offs is
further reduced by the fact that these write-offs now can be
taken only against certain types of income called "passive
income." Passive income is defined as income from a trade
or business in which the taxpayer does not materially partici­
pate, such as a limited partnership, and all rental income.
Wages and salaries are clearly not passive income, and
neither are interest, dividends, annuities, or royalties. In the
case of rental income, small landlords (less than $100,000 in
adjusted gross income) may deduct up to $25,000 in rental
losses from nonpassive income as long as they are active in
the management of the property. This provision is gradually
phased out for landlords whose adjusted gross income
exceeds $100,000. Other changes in the tax law also will
affect certain types of rental property. In the case of new
structures, construction period interest and taxes are now
depreciated over TJV t. years along with other structure costs.
This is less advantageous than deducting these costs over 10
years, as in the pre-1987 tax system. And for
historically certified buildings, the tax credit for rehabilitation
costs has been reduced from 25 percent to 20 percent.

FEDERAL RESERVE BANK OF PHILADELPHIA

Housing Costs After Tax Reform

Theodore Crone

TA BLE 1

Marginal Tax Rates for Non-Itemizers in 1988
M a rg in a l

A d ju sted G ro ss In co m e

T ax R ates

Single person

Family of four

15 percent

$ 4 ,9 0 0 -

$22,800

$12,800 - $42,600

28 percent

$ 2 2 ,8 0 0 -

$48,100

$42,600 - $84,700

33 percent

$48,100 - $105,500

$84,700 - $205,700

28 percent

over $105,500

over $205,700

rising property values, much of the return to
rental housing is in the form of capital gains.
Prior to the enactment of the new law, only 40
percent of long-term capital gains were included
in taxable income. With a top income tax bracket
of 50 percent, this resulted in a maximum tax
rate on total capital gains of 20 percent. The
partial exclusion of capital gains has now been
eliminated. Beginning in 1988, capital gains in­
come will be taxed at the same rate as income
from any other source. For some taxpayers that
will mean a capital gains tax rate of 33 percent.
Landlords will raise rents to bolster after-tax
returns. It is unlikely that individuals will con­
tinue to invest in rental property as long as the
after-tax rate of return is considerably below the
level that prevailed before tax reform.2 Invest­
ment will decline and vacancy rates will fall until
rents can be raised sufficiently to restore the
landlords' after-tax rate of return.
The key to estimating how much rents will
increase as a result of the new tax law is calculat-

2This statement and the analysis to follow are based on the
assumption that the new tax law will not affect the after-tax
rate of return on capital in the long run. It is what economists
call a partial equilibrium analysis as opposed to a general
equilibrium analysis.




ing the rate of return that landlords could expect
under the pre-1987 law. If we specify rents and
costs as a proportion of property value, it is
relatively simple to calculate the after-tax cash
flow from rental property. These income and
cost items will vary among different housing
markets and, indeed, from property to property.
But some estimates are available for average
rents, maintenance costs, property taxes, and
transaction costs, such as agents' fees and loan
origination fees.3 Using these estimates along
with the pre-1987 tax rates and depreciation
schedules, we calculated the after-tax rate of

3See Theodore M. Crone, "Changing Rates of Return on
Rental Property and Condominium Conversions," Federal
Reserve Bank of Philadelphia, Working Paper 85-1 (1984).
The rent-to-property value ratios for 27 metropolitan areas
reported in that working paper were brought up to their
1983 levels using rental and housing value increases esti­
mated from the Annual Housing Survey. 1983 was the latest
year available for the survey when these calculations were
made. The average rent-to-value ratio for these 27 metro­
politan areas was .08. For the calculations here, maintenance
costs were set at 2.6 percent of the property's value, property
taxes at 2 percent, buying costs at 2.5 percent, and selling
costs at 7.5 percent. See Frank DeLeeuw and Larry Ozanne,
"Housing" in How Taxes Affect Economic Behavior, ed. Henry J.
Aaron and Joseph A. Pechman (Washington: Brookings
Institution, 1981).

5

BUSINESS REVIEW

return for owners of rental property.4 For
property that was held for 19 years and then
sold, the annual after-tax rate of return would
have been 11 percent. Selling the property before
that time or holding it for a longer period would
have resulted in a lower after-tax rate of return.
How much would landlords have to raise
rents in order to achieve that same 11 percent
after-tax rate of return under the new tax law?
Using exactly the same scenario—a 19-year
holding period and interest rates at the same
level—a landlord would have to increase his
rent by 27 percent. Though this estimate seems
high, it is consistent with other estimates based
on similar calculations.5 However, this compari­
son does not take into consideration some other
possible effects of the change in the tax law.
Rental increases will not need to be as high as
27 percent if landlords adapt to the new law by
holding property for a longer period of time.
And they will have to hold the property longer
in order to claim the same amount of depreciation
because a large portion of the deductions now
come later in the life of the investment. Delaying
the sale of the property also postpones the
payment of capital gains taxes which are higher

4For the calculations reported here, we used the interest
rates that prevailed in January 1986, that is, a mortgage rate
of 10.4 percent and a 10-year Treasury-bond rate of 9.19
percent. We assumed a long-term inflation rate of 5 percent
which is close to the expected average annual inflation rate
over the next 10 years of 5.39 percent as reported in Richard
Hoey's Decision-Makers Poll, conducted in December,1985
and published by Drexel Burnham Lambert in January 1986.
The 5 percent inflation rate applies to rental property values
and all prices.
5With no interest rate change, one recent study estimates
that rents would have to increase between 19 and 33 percent
depending upon one's assumption about the landlord's
marginal tax rate. See James R. Follain, Patric H. Hendershott,
and David C. Ling, "Real Estate and the Tax Reform Act of
1986," paper prepared for the Brookings National Issues
Forum (December 1986). Assuming a 10-year holding period,
Douglas B. Diamond estimates that, other things remaining
equal, rents on a typical multifamily project would have to
increase by 24 percent to provide the same after-tax rate of
return under the new law as under the old one. See Douglas
B. Diamond, Jr., "Impacts on Rental Housing Development,"
Home Building After Tax Reform, The National Association of
Home Builders (November 1986).

6 FRASER
Digitized for


MARCH/APRIL 1987

under the new law. But even if a landlord holds
his property for 28 years, that is, until the end of
its depreciable life for tax purposes, he would
still have to raise rents by 19 percent to maintain
an 11 percent after-tax rate of return.
One other possible effect of the new tax law
may lower the necessary rent increases. Since
lenders are concerned about their after-tax return
and borrowers about their after-tax cost of funds,
the tax law should have the effect of generally
lowering interest rates. For example, if a lender's
marginal tax rate drops from 40 percent to 28
percent, he can accept a somewhat lower market
rate of interest on his money and still receive the
same after-tax return. Many borrowers, on the
other hand, are able to deduct interest payments
as a cost of doing business. Thus, if a borrower's
marginal tax rate drops, he will be willing to
borrow only at a somewhat lower market rate
because the tax savings from the interest deduc­
tions will be less. It is not easy to calculate the net
effect of these forces on the market interest rate.
Major economic forecasting services, however,
have estimated reductions of one-quarter to
three-quarters of a percentage point in long­
term interest rates due to the new tax law. Let us
take the midpoint of these estimates and assume
that interest rates will fall by one-half a percent­
age point as a result of the new law which means
a lower borrowing cost for the landlord. With
this decline in interest rates, a landlord who
extends the holding period for his property
from 19 to 28 years would have to increase rents
by only 16 percent in order to achieve the same
after-tax return as he received prior to 1987.
These estimates of rental increases clearly
depend upon what changes in the economy and
in people's investment strategies result from the
recent tax reforms. Under one scenario the
estimate is as high as 27 percent; under another
it is only 16 percent. Which is more likely? A
major tax reform such as that enacted in 1986
should lead to the kinds of adjustments in
financial markets and in the economic behavior
of property owners which we have discussed.
Therefore, it seems reasonable to assume that
FEDERAL RESERVE BANK OF PHILADELPHIA

Housing Costs After Tax Reform

interest rates will fall enough and landlords will
hold rental properties long enough to keep
rental increases closer to the 16 percent estimate
than to the 27 percent estimate.6
Moreover, these rental increases will not occur
overnight. They reflect the long-term effects of
the new tax law. How soon these increases are
put in place will depend upon how quickly the
supply of rental housing adjusts to the new tax
situation. In order for landlords to impose substan­
tial rent increases, construction of rental units
will have to slow and vacancy rates will have to
fall in most housing markets. The adjustment
will be slower in areas like the southwest where
rental vacancy rates are high and faster in the
northeast where rental markets are tighter.
INCREASES IN HOMEOWNER COSTS
Renters can expect their housing costs to
increase by as much as 16 percent as a result of
the new tax law, but they will not be alone.
Homeowners will also face cost increases. Even
though the major homeowner tax deductions—
mortgage interest and property taxes—are
retained in the new tax law, other changes will
result in higher after-tax housing costs for
homeowners.
Changes in deductions and lower marginal
tax rates will raise homeowner costs. The new
tax law introduced major changes in the standard
deduction and in many deductions not related
to housing. Since all taxpayers can claim the
standard deduction, only the itemized deduc­
tions over and above the level of the standard
deduction result in a decrease in taxes. Under
the new tax law the standard deduction is higher.
In 1986 it was $3,670 for married couples filing
jointly, but beginning in 1988 it will be $5,000.7
Therefore, it will take more itemized deductions

6Taking all of the effects of the tax law changes into
consideration, Follain, Hendershott, and Ling predict a 10 to
15 percent increase in residential rents. Diamond estimates
that they will increase 15 to 20 percent.
7For single taxpayers the standard deduction will rise
from $2,480 to $3,000.




Theodore Crone

to reach the level of the standard deduction—
itemized deductions for which the taxpayer
receives no reduction in total taxes. Since many
non-housing deductions have been eliminated,
such as state and local sales taxes and interest on
consumer debt, more homeowners will have to
use some of their housing deductions to bring
their itemized deductions up to the level of the
standard deduction. For this portion of their
housing deductions they will receive no decrease
in their total tax bill. For example, suppose a
married couple has $4,000 in deductions not
related to housing and $7,000 in mortgage
interest and property tax deductions from their
home, for a total of $11,000. Only $6,000 of the
housing deductions will result in a lowering of
their tax bill, because without the housing de­
ductions the couple would not have itemized
and would have received a $5,000 standard de­
duction.
Lower marginal tax rates also serve to increase
homeowner costs by lowering the value of
housing deductions. Lower tax rates affect homeowners just as they do landlords, and the value
of housing deductions, like all others, has been
reduced. If a couple with $6,000 in housing
deductions was in the 38 percent tax bracket
under the old law and now is in the 28 percent
bracket, the tax savings from their housing
deductions has dropped from $2280 to $1680.
How much more will it cost to own a home?
To illustrate how much homeowner costs will
increase under the new tax law, we can look at
the after-tax costs of an owner-occupied home
for a typical family in the first year of their housing
investment.8 These costs, of course, will vary
8In calculating increases in homeownership costs, care
must be taken to make comparisons for the same tax year.
The tax rates established in the tax reform bill will become
fully effective only in 1988. The standard deduction, the
personal exemption, and all the tax brackets used under the
previous tax law would have changed by 1988 because of the
provisions for indexing for inflation. Due to the low rate of
inflation in 1986 and the relatively low expectations for
inflation in 1987, tax brackets, deductions, and exemptions
have been adjusted using an average annual rate of inflation
of 3 percent for 1986 and 1987.

7

MARCH/APRIL 1987

BUSINESS REVIEW

with the value of the house and with the family's
marginal tax rate. If we exclude the one-time
costs associated with buying a house, the firstyear costs will include the mortgage payments,
maintenance costs, property taxes, and the for­
gone interest on the family's equity in the house.
From this sum should be subtracted the capital
gains accrued over the year and the tax savings
derived from deductions related to housing.
The full bars in Figure 1 show the percentage
change in first year homeowner costs due to
changes in the tax law for a typical family of four
who purchases a home valued at twice its annual
income. These increases assume no change in
interest rates. The first-year costs increase by 6.9

percent for a family earning $20,000 a year and
by 26.6 percent for a family earning $100,000 a
year. In general, the percentage increase in
housing costs due to tax changes is greater at the
higher levels of income. The one exception is in
the $40,000 income range, where housing cost
increases are substantially greater than at some
higher income levels. Since the new tax brackets
are considerably broader than the old ones, our
typical taxpayer in the $40,000 range will see a
sharp decline in his marginal tax rate—from 28
percent to 15 percent—and a corresponding
decline in the value of his housing related de­
ductions.
Interest rates are a key determinant of the cost

FIGURE 1

First-Year Homeowner Costs Increase
Mortgage interest is 10.4 percent; long-term inflation is 5 percent.
Percent
30

Mortgage interest is 9.9 percent; long-term inflation is 5 percent.

25

NOTE: To keep this chart consistent with the rest of the discussion in this article, we have adjusted the p re-1987 tax
rates, standard deduction, and exemptions to their presumed 1988 levels. The interest rates and inflation rates are the
same as those used for the rent examples in the text.

8 FRASER
Digitized for


FEDERAL RESERVE BANK OF PHILADELPHIA

Housing Costs After Tax Reform

of owner-occupied housing. If the new tax law
does lead to a decline in long-term interest rates
of one-half a percentage point, as some fore­
casters suggest, the increase in homeownership
costs for a typical family at all income levels will
be a good deal less, because a lower interest rate
will result in a lower monthly mortgage pay­
ment. The darker portions of the bars in Figure 1
show the increase in first-year homeownership
costs assuming interest rates decline by one-half
a percentage point (the same as in our rent
example). Increases still range from about 3
percent to almost 19 percent. These increases
are for first-year costs only, and the average
yearly cost will depend upon the family's length
of stay in the house they buy. Nevertheless,
increases in the first-year costs are indicative of
increases in the average yearly costs.
WILL IT STILL PAY TO BUY A HOME?
Both rents and homeowner costs are going to
increase as a result of the new tax bill. The question
facing many families will be the same as it was
before tax reform: "Given that we intend to
remain in our next residence for, say, five years,
should we rent or buy?" The answer to this
question depends upon the family's after-tax
rate of return on owner-occupied housing
compared to its next best opportunity. In terms
of the after-tax return, we can consider the next
best investment opportunity for many homeowners to be tax-exempt municipals or govern­
ment securities, depending on their tax bracket.
By calculating an after-tax return on owneroccupied housing for each income group, a
"critical income level" for homeownership can
be determined for any expected length of stay in
the same house. Any family above that critical
income level would do better by investing in
owner-occupied housing. Any family below
that income level would fare better by renting
and investing in long-term Treasury securities
or tax-exempt municipals. Figure 2 (p. 10) shows
critical income levels for homeownership under
the pre-1987 law. At a 5 percent inflation rate,
our typical four-person family which earns



Theodore Crone

$40,000 or more a year (in 1988 dollars) and
intends to remain in the home at least 10 years
would fare better by buying the home. A family
whose annual income was less or who intended
to stay for a shorter period would fare better by
renting.
The return to homeownership and therefore
the critical income level for homeownership are
highly dependent upon the inflation rate. Even
though higher rates of inflation translate into
higher interest rates, the increase in interest
payments by the homeowner is more than offset
by the greater appreciation in the value of the
house as long as the house appreciates at the
rate of inflation. To illustrate, Figure 2 compares
the critical income levels for homeownership
under two different assumptions about the
long-term inflation rate—5 percent and 8 per­
cent. Clearly the higher the inflation rate the
higher the return to owner-occupied housing.
Regardless of how long people stay in a home,
the critical income level for homeownership
declines as the inflation rate increases.
If the inflation rate remains unchanged, the
effect of the new tax code on the critical income
levels for homeownership depends upon how
the tax changes will affect rents and interest
rates. Figure 3 (p. 11) compares the critical income
levels under the old law to two scenarios under
the new law: no change in interest rates with
rents up 19 percent, and one-half percent lower
interest rates with rents up 16 percent. The
critical income level is universally lower under
the new law than under the old one. Under the
old law, our typical family who intends to remain
in a home for 10 years would have to have an
income of $40,000 to make homeownership
preferable to renting. Under the new tax law
with no change in interest rates, homeownership
is preferable as long as the family income is
$34,000 or greater. We can also look at the issue
starting with income rather than the intended
length of stay. A family with an initial income of
$35,000 would have to remain in the home 14
years under the old tax law in order to make
homeownership preferable to renting and
9

BUSINESS REVIEW

MARCH/APRIL 1987

buying securities. Under the new law, they
would have to remain only 10 years.
What if the new tax law results in a lower level
of interest rates? In this case, the family who
intends to remain in the house for 10 years
would have to earn only $31,000 a year under
the new tax law to make buying preferable to
renting. The advantages to homeownership are
even greater under this scenario than in the case
of no change in interest rates. Both of the scenarios
depicted in Figure 3 indicate that, far from dis­

couraging homeownership, the new tax law will
encourage it even more than the old one.
THE BOTTOM LINE
What is the bottom line? What can we say with
confidence about the new tax law's effect on
housing costs, the demand for housing, and
homeownership? The changes that affect land­
lords will result in a rise in rents. Even though
most of the deductions that homeowners enjoy
are retained, other changes in the law will raise

FIGURE 2

Higher Inflation Encourages Homeownership
• Critical income level at 5 percent inflation rate.

Income

Critical income level at 8 percent inflation rate.

100,000 ----- ---- 90.000 —

— -

80.000 ............—
70.000
60.000 — ---------50.000 —

— -

40.000 --------------30.000 —
20.000
10,000

—

...........................-

0 I________ L
0
2

J _______ |
________|
_______ |________ 1_______ |
________ |
________ L
4

6

8
10
Years in Residence

12

14

16

18

NOTE: The p re-1987 tax rates, standard deductions, and exemptions have been adjusted to their presumed 1988
levels. The interest rates for the calculations, assuming a 5 percent inflation rate, are 10.4 percent for mortgage
interest, 9.19 percent for Treasury securities, and 7.74 percent for tax exempt municipals. For consistency, all interest
rates are raised by 3 percentage points under the assumption of 8 percent inflation.




FEDERAL RESERVE BANK OF PHILADELPHIA

Housing Costs After Tax Reform

Theodore Crone

the after-tax cost of owning a home. There may
still be some debate about how much rents and
homeowner costs will change, but one result is
clear: the cost of housing will rise for everyone.
Normally, when the price of any item rises,
the quantity demanded decreases. From this
perspective, we would expect a decrease in the
amount of housing demanded by both renters
and homeowners. That is, they would seek
smaller, relatively less expensive homes, and
the proportion of the nation's total capital stock

devoted to housing would decline over time.9
But, since the recent tax changes are so broad,
the prices of many other items that the typical
family purchases are likely to change. Also, the
removal of many previously tax-sheltered pos­
sibilities in the new tax law could increase the
investment demand for owner-occupied housing.

9See the article by Edwin S. Mills in this issue of the
Business Review.

FIGURE 3

The New Tax Law Encourages Homeownership
• Critical income level under the old tax law.
Critical income level under the new tax law with no change in
mortgage interest rates.
• Critical income level under the new tax law with one-half
percentage point reduction in mortgage interest rates.
Income
100,000

90.000 ------ ------80.000 — ---------70.000 — ..... ......
60.000 _ ___ ____
50.000 ----------—
40.000 — — —

nr

30.000 —---- ------

-f"

20.000 ------------10,000

— ----------------

0 I- - - - - - - - - - L
0
2




J _______ I_______ I_______ I_______ I_______ I________I_______ L
4
6
8
10
12
14
16
18
Years in Residence

11

BUSINESS REVIEW

Moreover, the reduction in the demand for
housing due to increased costs will be partially
but not totally offset by an increase in disposable
income as tax rates are lowered. Thus, without a
complete model of the economy, it is impossible
to estimate whether total housing demand will
actually decline and, if so, by how much.
Since changes in the tax law affect landlords
in a negative sense more than they do home­

12



MARCH/APRIL 1987

owners, homeownership should rise as a result
of tax reform. No matter how long people intend
to stay in a house, the new tax law makes homeownership preferable for more families than the
old law. The longer the intended stay, the more
advantageous the new law is for homeowners.
Thus, the new tax law only strengthens the policy
of encouraging homeownership in the U.S.

FEDERAL RESERVE BANK OF PHILADELPHIA

Dividing Up The Investment Pie:
Have We Overinvested In Housing?
Edwin S. Mills*
Capital is an important ingredient in the
national economy. In the form of machinery it
makes workers more productive and generates
high real wages in almost every sector of the
economy. In the form of housing it provides
shelter for the population. As infrastructure, like
roads, utilities, and schools, it helps provide
many public and quasi-public services, such as
transportation, electricity, and education. Clearly,
many kinds of capital exist and they have many
uses.

*Edwin S. Mills is Professor of Economics at Princeton
University and a Visiting Scholar at the Federal Reserve
Bank of Philadelphia.




In the U.S., the kinds and uses of capital are
mainly decided in complex financial markets,
influenced by many government tax and regula­
tory programs. Economists are naturally inter­
ested in whether this system of taxes and regula­
tions has resulted in an efficient allocation of
capital. Efficiency means that scarce capital
resources are used so as to produce as much as
possible of the commodities and services that
people want to buy.1
1The efficient allocation of capital among its various uses
is not the only criterion for judging how well the economy is
structured. Questions of equity, which involve the distribu­
tion of ownership, matter as well for economic well-being.
But, for the purposes of this paper, the focus will be exclu­
sively on efficiency.

13

BUSINESS REVIEW

A number of analyses of capital allocation
have concluded that the U.S. has overinvested
in housing capital relative to industrial and
other kinds of capital. A remarkable new data set
on capital stock compiled by the Department of
Commerce allows us to calculate new estimates
of how efficiently the capital stock has been
allocated. These estimates confirm the conclu­
sions of earlier studies. They also allow us to
measure how much we have overinvested in
housing.
CAPITAL FORMATION
AND ECONOMIC GROWTH
Research during the last three decades has
provided economists with a much improved
appreciation of the relationship between capital
accumulation and economic performance. The
term "capital" refers to a varied set of assets
(such as buildings, equipment, and homes) and
to an equally varied set of entitlements to those
assets (such as stocks, bonds, and mortgages).
The growth and use of capital assets are
important because they affect living standards.
U.S. real incomes and living standards have
risen during most of our history for three closely
related reasons. First, increasing amounts of
productive capital per worker have raised
worker productivity and real wages (wages
adjusted for inflation). Second, improved
education and training of the labor force—
which comes heavily into play as we introduce
more complex modern capital—also has raised
worker productivity and real wages. Third, as
technology has improved through time, it also
has improved the productivity of both workers
and the capital they work with. Most new tech­
nology must be built into capital in order to raise
productivity and living standards.
Economists debate the relative importance of
the three causes of rising living standards. Part
of the problem is the difficulty of measuring
gradual improvements in technology and labor
force productivity. But the important point here
is that all three reasons are furthered by capital
accumulation. Without capital accumulation,
living standards would rise only slowly.
14



MARCH/APRIL 1987

Focusing on Fixed Reproducible Capital. If
only we had adequate data, we could measure
the nation's wealth by adding up either the
value of the assets or the value of the entitlements
to those assets. But our data are far from perfect.
For example, data for land and other natural
resources are not complete. We know how much
land there is in the U.S. and some estimates have
been made of its market value, but they only
cover a few years and are not reliable. No one
has estimated the amounts or values of most
other natural resources, such as water, minerals,
fossil fuels, and so forth.
But at least for man-made physical assets,
comprehensive data on capital accumulation
have been published, and they are available in
some sectoral detail from 1925 to 1984. This is
the result of a remarkable data collection effort
by the Department of Commerce. The assets in
this data set include consumer durables, such as
refrigerators, televisions, and automobiles, and
fixed reproducible assets.2 "Fixed" means not
normally moved after production and "repro­
ducible" means made as part of the economy's
production. The important kinds of fixed repro­
ducible assets are: industrial plant and equip­
ment; housing; non-housing real estate, includ­
ing offices, retailing and wholesaling structures,
hotels and motels, and warehouses; and infra­
structure, such as transportation systems, water
supply and waste disposal systems, schools and
other public buildings.
Fixed reproducible capital assets are eco­
nomically important because they provide ser­
vices that directly or indirectly benefit house­
holds or businesses. The dollar value of these
capital services combined with the dollar value
of labor services and other inputs in the produc­
tion process represent the gross national product

2The Commerce Department's data set does not include
inventories, that is, commodities at various stages in the
production and distribution process. Inventory data are
available from other sources, but they are not strictly compa­
rable to the data in the Comm erce Department's capital
stock data series, and they are not included in the analysis to
follow.

FEDERAL RESERVE BANK OF PHILADELPHIA

Dividing Up the Investment Pie

(GNP) or the market value of the economy's
output. Industrial machinery, when combined
with labor, fuel, and raw materials, provides
services that produce commodities. Likewise,
office and industrial buildings provide services
that enable workers to produce commodities
and services for people. Unlike most assets,
housing structures provide services directly to
consumers instead of through a production
process. Infrastructure capital provides services
both to consumers and to production activities.
For example, roads are used both for social
outings and for transporting commodities.
DIVIDING INVESTMENT
AMONG ALTERNATIVE ASSETS
Since total capital accumulation is so impor­
tant in promoting growth and productivity,
allocating capital formation among alternative
kinds and uses is also extremely important.
Large amounts of resources are involved, with
some 10 percent of the economy's total produc­
tion devoted to capital formation. Total physical
capital, almost all accumulated during the last
half century or so, is about four times the econ­
omy's total annual output or income.
The most important classification of kinds of
capital assets is between housing and other
kinds of fixed reproducible assets. The distinction
is important partly because both categories are
large and have important effects on people's
living standards. In addition, the two kinds of
capital are accumulated and allocated through
different kinds of institutions and are subject to
different kinds of tax provisions and regulations.
Therefore, economists have been concerned to
estimate whether the complex laws and institu­
tions result in an appropriate allocation of fixed
reproducible capital between housing and other
uses.
The historical allocation of capital between
housing and non-housing assets is presented in
Figure 1 (p. 16). Non-housing capital in this figure
includes all non-housing fixed reproducible
assets regardless of ownership. Most is privately
owned, but a considerable amount is owned by



Edwin S. Mills

federal, state, and local governments. The
housing capital includes both owner-occupied
and rental dwellings. Owner-occupied dwellings
are privately owned, but rental dwellings may
be owned privately or by government. In total,
governments own about 20 percent of the
economy's fixed reproducible assets.
Interestingly, non-housing
capital has
increased faster than housing capital during the
55-year period between 1929 and 1984. By
1984, the non-housing capital stock was nearly
twice as large as the housing capital stock. Even
though investment was small during the 1930s,
the total decrease in both housing and non­
housing capital was less than 1 percent. Both
kinds of capital increased during World War II.
At the end of the war, non-housing capital fell by
about 9 percent, mainly because much wartime
capital rapidly became obsolete thereafter. Both
capital stocks have increased every year since
1949, and they have increased at approximately
the same rate—3 percent per year—for the total
1949 to 1984 period.
Reflecting gains in productivity, GNP has risen
more rapidly than either housing or non-housing
capital, both during the entire 55-year period
and during the period of postwar prosperity.
The depression of the 1930s had a devastating
effect on real output and income. Real GNP fell
about 25 percent during the 1930s and first
exceeded its 1929 level only in 1939. The postwar
period is remarkable for its economic growth,
with GNP increasing almost every year for the
last 40 years. Output, of course, has also grown
faster than labor input. This record of increased
output per worker has resulted from the
increases in physical capital per worker as well
as technological change, and from an increasing­
ly productive labor force.
Efficiency Means Equating Social Returns.
With so much of the economy's resources and
such large effects on economic growth at stake, it
is important that the country allocate its capital
assets as efficiently as possible. If too much
capital is used in any sector relative to labor,
then the return to capital in that sector falls.
15

MARCH/APRIL 1987

BUSINESS REVIEW

Likewise, if too much of any commodity or
service is produced relative to consumer demand,
then prices fall and the returns to both capital
and labor in the production of that commodity
fall. Efficiency requires an allocation of the
capital stock such that a small increment to
capital will add the same amount to the value of
output whether the capital is invested in plant
and equipment or in housing. The market value
of the extra output produced is referred to as the
social return to capital. The social return is the
output or income produced by additional units
of capital, before taxes and regardless of owner­
ship. Part of the social return goes to private
owners, such as corporations or households,
and part goes to governments. Governments'
shares of returns result partly from taxes on

private capital income and partly from govern­
ment ownership of considerable amounts of
capital stock. Some is housing, mostly built for
military personnel and for low-income people.
Some is roads and other infrastructure, and
some is public utility plants.
Equality of social returns in all uses is necessary
to ensure that the capital stock is being used to
produce the commodities that people want most.
Social returns may not be equated if tax provi­
sions or regulations differ from one use of capital
to another. Equality of social returns among
sectors is, of course, a long-run criterion of effi­
ciency. Fixed reproducible capital can be real­
located only to a limited degree once it is built.
However, in a growing economy, modest shifts
in investment among sectors can maintain a

FIGURE 1

The Allocation of Capital between
Housing and Non-Housing Assets
Billions of 1982 Dollars
15000

1929

1934

1939

1944

1949

1954

1959

1964

1969

1974

1979

1984

SOURCE: Survey of Current Business, January 1986.

16FRASER
Digitized for


FEDERAL RESERVE BANK OF PHILADELPHIA

Dividing Up the Investment Pie

capital allocation that equates returns among
sectors.
Estimating the social return to capital is con­
ceptually easy. Most non-housing fixed repro­
ducible capital is used to make products that are
sold in markets. From the market value of the
product, subtract returns to labor and other
non-capital inputs. The remainder is the return
to capital. That total return can be divided by the
capital stock, yielding the return per unit of
capital, or rate of return on capital. For rental
housing, rents collected are the relevant value of
the output of housing services. The same proce­
dure can be followed as for non-housing capital
to calculate returns per unit of rental housing
capital. For owner-occupied housing the calcu­
lation is somewhat more complex because the
output is not sold on a market. The government,
however, estimates rents for owner-occupied
housing from market rents on comparable rental
housing and imputes such rents to owneroccupied housing. These imputed rents can be
divided by the owner-occupied housing capital
stock to obtain the return per unit of owneroccupied housing.
"Reality" Means Equating Private Returns.
In the U.S. economy, capital is allocated among
sectors and uses mostly by market decisions.
Typically, corporate and individual owners try
to obtain the highest return possible to them­
selves on their assets, that is, the highest private
return. In so doing, they tend to equalize after­
tax returns on capital. Taxes that are levied dif­
ferently on various kinds of capital result in
private returns that are different from social
returns to capital, and the difference varies from
sector to sector. This distorts the efficient alloca­
tion of capital.3 Tax rates are known, so pre-tax
and post-tax returns can be calculated on major
capital categories (although our intricate tax
provisions make the calculations more complex
than might be imagined!). Thus, the economists

3Some such distortions have been instituted by govern­
ments as a matter of social policy.




Edwin S. Mills

who estimate capital distortions have concen­
trated on tax-induced distortions.
However, differential tax rates are by no
means the only possible culprits in distorting
capital allocations. Depreciation rates allowed
for tax purposes vary from economic deprecia­
tion rates—that is, the decline in market value
due to aging—and they vary differently among
types of capital and have been changed over the
years. The same is true of investment tax credits.
Also, there are many federal government finan­
cial assistance programs, such as the Federal
Housing Administration's (FHA) home mort­
gage insurance and subsidy programs for health
services investments, that are designed to stimu­
late particular kinds of capital formation. In
addition, housing is heavily taxed at the local
level. Some housing is owned by governments
and rented at subsidized rents to low-income
people and to military personnel, generating
low returns. Both housing and non-housing
investment are strongly regulated by local gov­
ernment land use and other controls, and no one
knows how distorting such controls are.
Finally, private capital markets simply may
not work as well as they should. Different kinds
of capital accumulation are financed through
different government and private institutions,
and money may not move smoothly among
them in search of the highest return. This is true
not only in housing but in other areas as well.
For example, investments in proprietorships
and partnerships are financed by different insti­
tutions and on different criteria from corporate
investment in plant and equipment. For housing,
investment has traditionally been financed
through savings and loans, savings banks, and
commercial banks—institutions that have
typically raised their funds locally and, to some
extent, from small savers. Industrial fixed capital,
by contrast, is usually financed through stock
and bond markets, investment banks, and other
such institutions to which small savers have had
only limited access. During some periods, inves­
tors in institutions that primarily finance housing
earned small or negative returns, after account­
17

BUSINESS REVIEW

ing for inflation, while the returns to investors in
stocks and bonds were larger. No one knows
how much distortion in capital formation might
result from such segmentation of capital markets.
Thus, at the conceptual level, there are many
reasons that capital markets may not equate
social rates of return among the many types of
fixed capital. Different reasons have different
effects on private returns to different kinds of
capital. In this situation, facts should be the final
arbiter in deciding how efficiently we have allo­
cated our valuable capital assets.
PREVIOUS STUDIES SHOW
OVERINVESTMENT IN HOUSING...
Whether we allocate capital efficiently is not
only an intellectually interesting question but
also a concern of policymakers designing na­
tional government programs. To get an answer,
it would be ideal to have estimates of the social
and private returns to a comprehensive set of
investments: industrial fixed capital, housing,
and various other kinds of real estate. But we are
far from such a goal.
For housing, a few studies have compared
social and private rates of return on owneroccupied housing. As U.S. homeowners realize,
the tax status of owner-occupied housing is dif­
ferent from that of other investments. An owner
of rental housing, or of any other incomeproducing asset, pays federal income tax on his
profits from the asset—that is, his revenues less
costs. For the landlord, revenues are rents
received from tenants, and costs include mort­
gage interest paid, local real estate taxes,
depreciation, maintenance, repairs, insurance,
and so forth. For owner-occupiers, the analogous
sum would be imputed rent less the same costs.
But the federal income tax code does not require
owner-occupiers to pay tax on imputed rent net
of costs; furthermore, the code does permit two
large costs— mortgage interest and local real
estate taxes—to be deducted from other income
before computing tax liability. The 1986 Tax
Reform Act reforms will continue these provi­
sions. Of course, industrial investments and
18



MARCH/APRIL 1987

rental housing have also been subject to special
provisions in the federal tax code, notably
artificially short depreciable lives of assets,
accelerated depreciation, and investment tax
credits. These provisions are being made less
generous under the 1986 Tax Reform Act.
A sequence of increasingly careful and detailed
studies has compared before-tax and after-tax
returns to owner-occupied housing with returns
to industrial and other investments.4 Roughly
speaking, such studies conclude that when
homeowners receive the same private returns on
their homes as on other investments, the social
return on their housing investment will be 15 to
25 percent lower than the social return on those
other investments. All the scholars who have
done such studies conclude that the U.S.
economy has overinvested in owner-occupied
housing relative to industrial and other kinds of
capital.
...AND NEW ESTIMATES CONFIRM
AND QUANTIFY IT
The Department of Commerce's complete set
of accounts of fixed reproducible capital has
provided the basis for a more comprehensive
look at the issue of overinvestment in housing.
The assets in this data set are classified into
owner-occupied and rental housing and various
non-housing categories. By matching data from
these capital accounts with components of GNP
from the Commerce Department's national
income and product accounts, it is possible to
compare returns to housing and other fixed
reproducible capital. Both the capital accounts
and the national income and product accounts
go back to 1929 and are available in both current

4 See, for example, Henry Aaron, Shelter and Subsidies,
(Washington: Brookings Institution, 1972); Martin Feldstein,
"Inflation, Tax Rates and the Accumulation of Residential
and Nonresidential Capital," National Bureau of Economic
Research, Working Paper No. 753 (September 1981); and
Patric Hendershott, "Government Policies and the Allocation
of Capital Between Residential and Nonresidential Uses,"
National Bureau of Economic Research, Working Paper No.
1036 (December 1982).

FEDERAL RESERVE BANK OF PHILADELPHIA

Edwin S. Mills

Dividing Up the Investment Pie

and 1982 prices. All the data presented in this
section are in real terms, using 1982 prices.
In order to estimate the social returns to
housing and other kinds of fixed reproducible
capital, a statistical model must be estimated.
(See the Appendix, p. 22, for details of this
model.) The model relates the returns to the two
kinds of capital to the amounts of such capital
employed in producing housing services and
other commodities and services. The market
values of the outputs are related both to produc­
tion costs and to the demands for the commodi­
ties and services.
How close has the U.S. economy come to
equating social returns to housing and other
fixed reproducible capital? As Figure 2 shows,
the social returns to housing capital have been
much smaller than the social returns to non­

housing capital, with housing returns averaging
somewhat more than half of non-housing returns.
In fact, estimates from the model in the
Appendix indicate that the social return to
housing is about 55 percent of the return to non­
housing.5
The data in Figure 2 make clear that the low
social returns to housing are not entirely the
result of the deductibility provisions for homeowners. If they were caused entirely by deducti-

5This estimate was made using GNP and gross housing
and non-housing capital stock. The model was also estimated
using net capital stocks and net national product and its
components. With these data, the housing returns are even
less than the 55 percent of non-housing returns estimated
with gross data. See Edwin S. Mills, "Has the U.S. Overinvested in Housing?" Federal Reserve Bank of Philadelphia
Working Paper No. 86-1 (January 1986).

FIGURE 2

Social Returns to Housing and Non-Housing
Non-Housing
Housing

Percent
!5 -------

10

1929

1934

1939

1944

1949

1954

1959

1964

1969

1974

1979

1983

SOURCE: Edwin S. Mills, "Has the U.S. Overinvested in Housing?" Federal Reserve Bank of Philadelphia Working
Paper No. 86-1 (January 1986).




19

BUSINESS REVIEW

bility provisions, then social returns to housing
would have been smaller relative to non-housing
during the postwar period than in the pre-war
period, because marginal income tax rates were
higher after the war, and therefore the value of
the deductibility provisions for homeowners
was greater. During the 30 years between 1954
and 1983, the rate of return to non-housing
capital has risen and fallen, but has not been
subject to a trend. The return to housing in that
period, in contrast, has been steadily upward.
Thus, the gap between the two social returns is
narrowing.
How much resource misallocation of capital
do these results imply? The criterion for efficient
allocation of capital investment is that any new
capital be devoted to that use which earns the
highest social rate of return, until the return is
the same in all uses. On this basis, we would
have invested a larger share of savings in non­
housing and a smaller share in housing than we
did during the last 55 years. If this had been the
case, the ratio of non-housing to housing capital
would be greater than it is today. But this does
not necessarily mean that there would be less
housing capital today, because total capital would
have increased faster over the entire period. The
discrepancy in social returns for housing and
non-housing capital implies that real incomes
have been lower than they would have been if
social returns had been equated. Since total
saving rises proportionately with income, total
savings and capital formation would have been
greater if social returns had been equated. Thus,
housing capital would be a smaller share of a
larger total, and it is not easy to calculate whether
equalizing social returns would have resulted in
a larger or a smaller housing capital stock.
A beginning has been made in calculating the
resource misallocation by looking at a hypothe­
tical situation. Suppose the social return to
housing and non-housing capital had been the
same in 1983. Then what would the allocation
between housing and non-housing capital have
been? And what would total GNP have been?
To answer this question, take the total capital



MARCH/APRIL 1987

stock at the end of 1982 as given, but not the
division between housing and non-housing.
Suppose that, at the end of 1982, housing could
magically be converted into non-housing capital.
Of course, in the long run, the mix of capital can
change as old capital wears out and is replaced
by new capital that may be in the same sector or
in a different sector. The calculation for 1983 is
merely intended to obtain an approximation to
what would happen in the long run. Now, require
that the social returns to housing and non­
housing be equal in 1983. Using the actual 1983
values for the size of the labor force and other
variables, what does the model we used to
estimate the return to housing imply about the
division of capital between housing and non­
housing? This calculation shows not only the
effect of the capital stock reallocation, but also
the effect of the larger GNP that it would have
generated in 1983. The calculation is described
in somewhat more detail in the Appendix.
The results presented in Figure 3 are quite
striking. The 1983 housing stock would have
been almost 25 percent smaller than it was, and
non-housing capital would have been about 12
percent greater than it was. (The non-housing
capital stock was about twice the housing capital
stock in 1983.) Real GNP would have been
about 10 percent greater than it was in 1983. The
relative price of housing services, in turn, would
have been 28 percent greater.
It is likely that the hypothetical reallocation
would imply that income would be shifted some­
what from high to low income people. If social
returns were equated, the real interest rate would
fall by almost one percentage point to 7 percent,
and the share of wages and salaries in total
income would rise. Even this one-year calculation
indicates that wages would increase 13 percent,
which is greater than the 10 percent increase in
GNP. In the long run, the shift from property
income to earned income would be greater. Since
earned income is less unequally distributed than
is property income, the move to a socially effi­
cient capital allocation could also reduce income
inequality.
FEDERAL RESERVE BANK OF PHILADELPHIA

Edwin S. Mills

Dividing Up the Investment Pie

FIGURE 3

Equating Social Returns Affects Capital Allocation
and GNP
1983

SOURCE: Edwin S. Mills, "Has the U.S. Overinvested in Housing?" Federal Reserve Bank of Philadelphia Working
Paper No. 86-1 Oanuary 1986).

CONCLUSIONS
We have calculated the size of the discrepancy
between social returns to housing and non­
housing capital and have presented a simple
calculation of the implied resource misallocation.
The results indicate that the social return to
housing is only about 55 percent of that to non­
housing and that, based on an efficiency criterion,
we have accumulated about 25 percent too
much housing.
We have not tried to identify the causes of this
misallocation. Although the special provisions
for owner-occupied housing in the federal
income tax code must be an important contrib­
uting cause, they cannot account for the entire
discrepancy. Other studies have concluded that
federal income tax provisions account for no



more than half the discrepancy in social returns
that has been found here.
What other causes might be at work? Earlier, it
was suggested that discrepancies between social
returns to housing and other fixed reproducible
capital probably result from differences in tax
provisions, regulatory controls and capital
market segmentation. The present study does
not permit estimation of the relative importance
of these factors. However, some hints about the
causes of the discrepancy between social returns
are provided by the apparent reduction in the
discrepancy during the last 30 years covered by
the sample data. At least the last decade of that
interval saw gradually decreasing average mar­
ginal federal income tax rates. That reduces the
value of the deductibility provisions and there­
21

BUSINESS REVIEW

MARCH/APRIL 1987

fore should reduce the discrepancy between
social returns to housing and non-housing capi­
tal. The Tax Reform Act of 1986 will reduce
average marginal tax rates even more, and should
further reduce the discrepancy between social
returns.
It also seems likely that capital markets have
gradually become more efficient in allocating
savings where returns are highest during the
last 30 years. Deregulation, computerization,
and generally increasing sophistication of capital
markets have probably reduced the segmenta­
tion of capital markets. Previously, small and
low income savers had few alternatives to in­
vesting their savings in commercial banks and
savings institutions, which used much of their
money to finance housing. Recently, mutual

funds, money market funds, certificates of
deposits, variable rate mortgages and other in­
struments have become available to a wide seg­
ment of the public and have forced institutions
that finance housing to compete on a more nearly
equal basis for funds with other kinds of invest­
ments.6 Only further research can indicate how
important these various factors have been in
causing the discrepancy between social rates of
return, and what the explanation is for the recent
narrowing of that discrepancy.

6In addition, the possibility of bad data cannot be excluded.
Although the U.S. national income and product accounts are
compiled with care and expertise, the Comm erce Depart­
ment may simply underestimate the imputed rents to owneroccupied housing.

Appendix
This appendix briefly describes the model in which the social returns to housing and other fixed
reproducible capital are estimated. It also describes the simulation from which the overinvestment in
housing was calculated. For more detail, see Edwin S. Mills, "Has the U.S. Overinvested in Housing?"
Federal Reserve Bank of Philadelphia Working Paper No. 86-1 (January 1986).
The model can be written as follows:

(1)

x i =

(2)

X

(3)

Y = X

2

.

= A e*K
2

+ P X

1

Si f
e a

2

2

1-a

(4)

A

(5)

A e 1

(6)

P

(7)

Sn + S Y = A K

(8)

(1- a) N

A e 2' =

2

= W

l

2

0

a = r

X

0r

1

1

+ AK
2

X 2 = y 2N + ^2 1( 1 ‘ s i>

i f
+

II
tH

(1 0 )

K

1

*

(9)

N

2

K = K
2

2,-1

Digitized for 22
FRASER


+ AK

2

FEDERAL RESERVE BANK OF PHILADELPHIA

Dividing Up the Investment Pie

Edwin S. Mills

Here,
X = output per year of non-housing commodities and services
X 2 = output of housing services
N - labor input in non-housing production
= capital input in non-housing production
= capital input in production of housing services
Y = real income, in units of non-housing prices
P2 = relative price of housing services
W = real wage rate
r - social return to capital in non-housing
9r = social return to capital in housing
A

= annual investment in non-housing capital

AX2 = annual investment in housing capital.

Equations (1) and (2) are the production functions for non-housing and housing services, where e^,f
and e^2 allow for technical progress in the two sectors. Equation (3) defines real national income.
Equations (4 )-(6 ) are the first order conditions for capital and labor in the two production sectors. They
ensure that the social returns equal the value of the marginal products, but 0 permits the social returns to
differ between housing and non-housing capital. Equation (7) equates savings, as a function of income,
to investment in non-housing and housing capital. Equation (8) is the demand for housing services. (The
demand for non-housing is satisfied identically.) Equations (9) and (10) define investment in the two
sectors.
The ten equations can be solved for the ten endogenous variables: X 3, X 2, Kj, K2, Y, P2, W, r, AKj and
AK2. N and t are exogenous, and
and K2
are lagged endogenous variables. The model was
estimated with data from 1929 to 1983 using the full information maximum likelihood procedure.
The simulations consisted in setting K 182 + K2 82 at its actual 1982 value, and N at its actual 1983 value,
and putting t = 1983. Then the model was solved, using estimated parameters, for the ten endogenous
variables for 1983 with 0 = 1, that is, equating social returns to housing and non-housing capital. This
calculation shows what Kl 83 and K2 83 would have been if social returns had been equal in 1983.




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