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Issue 2 | 2012

Perspectives on Household Balance Sheets

Unsteady Progress: Income Trends in the
Federal Reserve’s Survey of Consumer Finances
By William Emmons, assistant vice president and economist, and Bryan Noeth, policy analyst,
Federal Reserve Bank of St. Louis

T

he Federal Reserve’s 2010 Survey of
Consumer Finances revealed a decline
in the income of many Americans
between 2007 and 2010.1
Among the middle decile (10 percent)
of all families, the average pre-tax family
income in 2010 was $45,951, falling 5.6
percent from the 2007 level of $48,669.2
(All figures are expressed in terms of 2010
purchasing power.)
Detailed comparisons of income and
wealth trends over both short and long
periods for a number of subgroups lead us
to conclude that some types of families are
doing noticeably better than others.3
For example, the average older family
(headed by someone 55 or older) in the

middle ten percent of such families had a
pre-tax income 3.5 percent higher in 2010
than a similar family had in 2007.
In stark contrast, the average younger
family (headed by someone under 40) had
a pre-tax income 12.6 percent lower in
2010 than in 2007.
Meanwhile, a family headed by someone
between the ages of 40 and 54 had pre-tax
income that was about 8.3 percent lower in
2010 than such a family in 2007.

Short- and Longer-Term Income Trends
Table 1 provides information on typical
pre-tax family incomes at various times for
(continued on Page 2)

household
financial
stability
—A Research Initiative

This analysis of the Federal Reserve’s
Survey of Consumer Finances is but one
aspect of a recently launched research
initiative now under way at the Federal
Reserve Bank of St. Louis. Through
research, publications, web-based data
tools and public events, the HFS initiative
aims to help rebuild the balance sheets
of struggling American households. For
more information, see the Household
Financial Stability site at www.stlouisfed.
org/hfs

TABLE 1

Average family income of the middle decile of families ranked by income in 2010 dollars
A

B

C

D

E

Percent Change
1992-95 average to 2010

1992-95 average

2007

2010

Percent Change
2007-2010

1 All families

$41,990

$48,669

$45,951

–5.6

9.4

2 Historically disadvantaged minority
(African-American or Hispanic origin)

25,557

34,917

32,306

–7.5

26.4

3 White, Asian or other minority

46,569

54,815

52,221

–4.7

12.1

4 Young (family head under 40)

40,787

45,583

39,834

–12.6

–2.3

5 Middle-aged (between 40 and 54)

59,416

64,763

59,373

–8.3

–0.1

6 Old (55 or older)

29,613

40,686

42,090

3.5

42.1

7 No college degree

32,245

36,363

34,121

–6.2

5.8

8 College degree (two-year or four-year degree)

66,303

82,844

73,502

–11.3

10.9

83,177

97,051

99,334

2.4

19.4

66,564

88,131

74,558

–15.4

12.0

Addendum:
9 Middle-aged and college degree and white,
Asian or other minority
1 0 Old and college degree and white, Asian or other minority
Source: Federal Reserve Survey of Consumer Finances and authors’ calculations.

1

(continued from Page 1)
several different types of families. The first
row shows constant-dollar incomes for a
typical family among the entire population. Subsequent rows show income levels over time for families subdivided along
several dimensions, including race or
ethnicity, age and college-degree status.4
One striking conclusion from the table
is that pre-tax family income was lower in
2010 than it was three years earlier across
virtually all main groups (rows 2 through
8, column D). The only exception was
older families.
Column E shows that, for all families,
pre-tax family income was 9.4 percent
higher in 2010 than it was in the early
1990s. The largest increases among
subgroups were older families (up 42.1
percent) and historically disadvantaged
minority families (up 26.4 percent).
By way of contrast, families headed
by someone under the age of 40 had
incomes 2.3 percent lower in 2010 than
in 1992-95, and families headed by
someone between 40 and 54 were
basically unchanged.
Families with college degrees fared
somewhat better than those without
degrees during the longer period.
Finally, rows 9 and 10 indicate that
college-educated families that were white,
Asian or other minority saw large increases

in pre-tax family income between the
early 1990s and 2010. For such families
headed by someone between the ages of
40 and 54, the increase was 19.4 percent;
for those headed by someone 55 or over,
the increase was 12 percent.
Table 2 shows the incomes of various
groups of families relative to the typical
family in the entire population and how
their relative positions changed both during the recent downturn and over a longer
period of time. Relative to the overall
population, the incomes of historically
disadvantaged minorities increased slightly
since the early 1990s, but lost a little
ground after 2007 (row 2).
The incomes of typical younger and
middle-aged families declined relative to
the overall population during both these
shorter- and longer-term periods (rows
4 and 5), while the relative standing of
older families improved over both time
horizons.

Older Families Were Clear Winners;
Minorities Gained, Too
Among all of the groups considered
here, only families headed by someone
aged 55 years or older gained ground, both
in absolute and relative income terms,
over both short- and long-term horizons.
Families of African-American and
Hispanic origin also had significantly

higher typical income levels in 2010
compared with the early 1990s, despite
slipping somewhat after 2007. Nonetheless, income levels for this group remained
significantly below the population average
in 2010, at 70.3 percent of the overall
level.

ENDNOTES
1. See Jesse Bricker et al, “Changes in U.S.
Family Finances from 2007 to 2010:
Evidence from the Survey of Consumer
Finances,” Federal Reserve Bulletin, June
2012, www.federalreserve.gov/pubs/bulletin/2012/PDF/scf12.pdf, for a detailed
description of the survey and results.
2. Pre-tax family income includes wages,
self-employment and business income,
taxable and tax-exempt interest, dividends,
realized capital gains, food stamps and
other related support programs provided
by government, pensions and withdrawals
from retirement accounts, Social Security,
alimony and other support payments and
miscellaneous sources of income for all
members of the primary economic unit in
the household.
3. See Issue 1 of In the Balance and William R.
Emmons and Bryan J. Noeth, “Household
Financial Stability: Who Suffered the Most
from the Crisis?” The Regional Economist,
July 2012. www.stlouisfed.org/publications/
re/articles/?id=2254
4. We use the mean value of the middle
decile—that is, families ranked between the
45th and 55th percentiles—to represent a
typical family.

TABLE 2

Relative family income of the middle decile of families, ranked by income in percent of all families
A

B

C

D

E

Percentage Point Change
1992-95 average to 2010

1992-95 average

2007

2010

Percentage Point Change
2007-2010

1 All families

100

100

100

–

–

2 Historically disadvantaged minority
(African-American or Hispanic origin)

60.9

71.7

70.3

–1.4

9.4

3 White, Asian or other minority

110.9

112.6

113.6

1.0

2.7

4 Young (family head under 40)

97.1

93.7

86.7

–7.0

–10.4

5 Middle-aged (between 40 and 54)

141.5

133.1

129.2

–3.9

–12.3

6 Old (55 or older)

70.5

83.6

91.6

8.0

21.1

7 No college degree

76.8

74.7

74.3

–0.4

–2.5

8 College degree (two-year or four-year degree)

157.9

170.2

160.0

–10.3

2.1

198.1

199.4

216.2

16.8

18.1

158.5

181.1

162.3

–18.8

3.8

Addendum:
9 Middle-aged and college degree and white,
Asian or other minority
1 0 Old and college degree and white, Asian or other minority
Source: Federal Reserve Survey of Consumer Finances and authors’ calculations.

2

Posted on Aug. 21, 2012.