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VO L . 1 , I S S U E 3 , COV E R I N G 2 0 1 6 : Q 3

Consumer Debt Growth Stalls Despite Strong Sectors
By Lowell R. Ricketts and Don E. Schlagenhauf

I

n the third quarter of 2016, the upward
trend in per capita consumer debt slowed
in the United States and in most of the large
metropolitan statistical areas (MSAs) in the
Eighth Federal Reserve District.1 In fact, for the
entire nation, total per capita consumer debt
fell by a tenth of a percent. Mortgage, auto and
credit card debt increased by less than they did in
prior quarters. Serious delinquency rates largely
improved, with the exception of auto debt.
The special section in the report for this
quarter focuses on consumer debt trends in the
smaller MSAs in the District. Included are Evansville, Ind.-Ky.; Fayetteville-Springdale-Rogers,
Ark.-Mo.; Jackson, Tenn.; and Springfield, Mo.
This report uses the latest release of the Federal
Reserve Bank of New York and Equifax Consumer Credit Panel with data as of the third quarter
of 2016. The subset of figures in this report helps
to provide a focused narrative of the latest
developments in consumer debt across the District and nation. For a full set of updated figures,
see the QDM appendix.2

TABLE 1

Changes in Per Capita Debt Levels and Serious Delinquency Rates
Year-over-Year Percent Change from 2015:Q3 to 2016:Q3
2016:Q3

United States

St. Louis
MSA

Little Rock
MSA

Memphis
MSA

% Change in Per Capita Consumer Debt
Total

–0.1

0.1

1.4

0

0.4

Mortgage

–1.7

–2.2

–1.8

–2

–2.7

HELOC

–2.9

–4.3

3.5

2.3

–6.5

Auto

6.2

5.5

5.9

6.9

6.1

Credit Card

0.7

1.9

4.9

0.4

3.6

Student

6.7

7.1

8.1

5.8

7.9

Change in Serious Delinquency Rate
Mortgage

–0.6

–0.3

–0.3

HELOC

–0.4

0

0.1

0.5

0

Auto

0.2

0

0.6

0.4

0.5

Credit Card

–1.8

–0.7

–0.2

–0.5

–0.5

Student

–0.4

–1

0.2

2.3

–0.3

0

–0.6

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit panel.
NOTES: Serious delinquency rates are the share of outstanding debt that is over 90 days past due. Changes to those rates are given
as the differences in percentage points. Figures are rounded.

Executive Summary
1. In the third quarter of 2016, real per capita
consumer debt for the nation declined after
an extended period of positive growth. Across
the major District MSAs, total per capita debt
changed by less than a percent, with the exception of a 1.4 percent increase in Little Rock.
2. Per capita mortgage debt declined in the nation
by 1.7 percent and across District MSAs by an
average of 2.2 percent.
3. Auto debt grew at a rapid 8 percent rate across
the nation in the prior quarter and slowed to
a 6.2 percent growth rate in the third quarter.

Louisville
MSA

This trend was mirrored across the District
MSAs with slower but still substantial growth.
4. Across the nation, credit card debt increased
by a modest 0.7 percent. In Louisville, Ky., that
type of debt increased at a rate similar to that
observed for the U.S. Both Memphis, Tenn.,
and Little Rock, Ark., had percentage increases
over 3.5 percent. St. Louis was in
the middle of the pack with a moderate
1.9 percent growth rate.
5. Growth in per capita student debt exceeded
the prior quarter for both the nation and in

each of the large MSAs. Growth in St. Louis and Little Rock
surged by 3.9 and 4.8 percentage points, to 7.1 percent and
8.1 percent, respectively.
6. The serious delinquency rate for auto debt increased in the
nation as well as in all major District MSAs, except for
St. Louis. The rate for Little Rock now exceeds the peak that
followed the Great Recession.
7. Consumer debt growth in the smaller District MSAs is much
higher than in the larger MSAs. With the exception of Little
Rock, total per capita debt was largely unchanged for the
largest MSAs. In contrast, growth in Springfield, Fayetteville,
and Jackson exceeded 1.1 percent. Growth of per capita auto
debt averaged 10 percent in Springfield and Fayetteville. Large
decreases in home equity lines of credit, or HELOC, debt were
observed across all of the smaller MSAs.

FIGURE 1

Contribution
to Percent
Change
Capita Debt
Contribution
to Percent
Change
in Total in
PerTotal
CapitaPer
Debt
1.4
1.2

1.2

1

Percent

0.7
0.3

0.1

0.1 0.1
0

−0.1

−0.1−0.1

–1

0.7

0.6

0.6

0.5 0.5

0.4

0

0.9

0.8

0

0.1

0.2

0.2
0

0

0.1

0.1
−0.1

−0.2

−1.1

−1.2

−1.3
−1.5
−1.6

Total

Mortgage

Auto

HELOC Credit Card
Debt Type

Little Rock MSA
Louisville MSA

United States
St. Louis MSA

Student

Other

Memphis MSA

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit panel.

Why Has Consumer Debt Growth Stalled?

F E D E R A L R E S E R V E B A N K O F S T. LO U I S

NOTES: Growth in each type of debt is relative to total debt. All data labels have been rounded.

In prior issues of the Quarterly Debt Monitor, the general
theme was growth in consumer debt across the United States
and the largest District MSAs. The latest data suggest that overall
growth may have stalled, despite robust student and auto loan
borrowing. Figure 1 presents the percentage change in per capita
total debt as well as the contribution of types of debt. Across the
nation, consumer debt actually declined by a tenth of a percent.
Strong growth in auto and student debt wasn’t enough to offset
a considerable decline in mortgage debt.
The story in the four largest metro areas in the District is very
similar to that of the nation. Per capita total debt was largely
unchanged in St. Louis and Louisville. Memphis had modest
growth, while Little Rock exhibited the strongest overall growth.
Auto debt and student debt continue to grow, especially in Little
Rock and Memphis. These two metro areas had the largest
increase in auto, student and credit card debt. Unlike Little Rock,
Memphis had much of that growth canceled out by the largest
declines in both mortgage and HELOC debt. In contrast, Little
Rock had the smallest decline in mortgage debt of the four metro
areas and positive growth in HELOC debt.

FIGURE 2

Year-over-Year
Change
in Credit
Card Debt
Year-over-Year
Change
in Credit
Card Debt
6.6

6

Percent

4.9

4
3.1
2.5

2
0.6
0.2

0

0.5 0.4 0.5

1.3

1.1

−0.7

1.3
0.7 0.7

0.4

0.1 0.2

31−40

1.5
1

1

0.6
0 0

<31

2

1.8

1.7
1.3

0.8 0.9
0.2 0.4 0.2

0.4 0.3

−0.4

41−55

56−65

66−75

75+

All Ages

Age Group
Little Rock MSA
Louisville MSA

United States
St. Louis MSA

Memphis MSA

SOURCE:
Bank
of NY/Equifax
Consumer Credit
Panel. Credit Panel.
SOURCE:Federal
FederalReserve
Reserve
Bank
of New York/Equifax
Consumer
F E D E R A L R E S E R V E B A N K O F S T. LO U I S

NOTE: Figures 2 and 3 are weighted with respect to the total by debt type and do not reflect per capita growth.

FIGURE 3

Year-over-Year Change in Auto Debt

Year-over-Year Change in Auto Debt

Developments for Auto and Credit Card Debt

8.7
8

The previous Quarterly Debt Monitor noted strong growth in
auto and credit card debt for the nation and most of the District
MSAs. Has this growth continued? Total credit card debt grew
faster across all of the District MSAs and slower for the nation.
Louisville swung from a 1 percent decline in the previous quarter
to 0.4 percent growth. The growth rate in Memphis and Little
Rock accelerated by 0.7 and 1.3 percentage points, respectively.
Figure 2 breaks down the overall year-over-year growth of credit
card debt into the contributions from various age groups.3 While
credit card debt increased for the majority of groups, the largest
increases occurred in the 31-40 and 56-65 groups. In Memphis,
these two age groups accounted for a large fraction of the overall
increase. The implications of the faster growth of potentially

Percent

7.5

7.5

6.7

5.0

2.5

2.3
1.2

1.6
0.9

1.8

1.8 1.8

2.6
2

1.9

2.3 2.3 2.4
1.2 1.2

1.1
0.5

1.5
1

1.2

1

0.8

1.3 1.2

1
0.2 0.1 0.2 0.2

0.0
<31

31−40

United States
St. Louis MSA

41−55

56−65
Age Group

66−75

Little Rock MSA
Louisville MSA

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
F E D E R A L R E S E R V E B A N K O F S T. LO U I S

2

7.6

0

75+
Memphis MSA

All Ages

high-cost credit card borrowing may give some readers pause.
However, the accelerated growth in credit card debt is not cause for
alarm, given that balances and the serious delinquency rate are much
lower than pre-recession levels for both the nation and the District
MSAs.
Auto debt has the second-lowest average balance among debt
types. Yet, auto debt has generated plenty of discussion in the
media. Auto debt continued to grow at a relatively quick 6.1
percent average rate across the nation and the District MSAs. As
Table 1 shows, the increase ranged from 6.9 percent in Louisville
to a 5.5 percent increase in St. Louis. Figure 3 shows that much of
the growth in auto debt comes from consumers in the 31-55 age
range, although all groups increased their debt holdings.
Some concerns have been raised that subprime lending could
be fueling much of the rapid growth seen in auto debt and that
this could lead to repayment difficulties in the future. Subprime
lending can be defined as lending to individuals with credit
scores less than 620. Figure 4 shows that, while the share of
subprime lending has increased since 2014, it is clear that this
increase hasn’t been drastic. However, the next section focuses on
serious delinquency rates and suggests that repayment difficulties
have started to materialize in the auto debt market.

FIGURE 4

Real Auto Loan Originations, by Equifax Risk Score,

United
Real
AutoStates
Loan Originations, by Equifax Risk Score, United States

Billions 2009 $

150

100

50

0

2004
280-619

2006

2008

620-659

2010
Year

660-719

2012
720-779

2014

2016

780-850

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
F E D E R A L R E S E R V E B A N K O F S T. LO U I S

NOTES: For inflation adjustment, 2009 dollars are used, in line with the Bureau of Economic Analysis’
personal consumption expenditures chain-type price index. Equifax developed the score to measure lending
risk. Typically, credit scores below 620 are considered subprime. A score below 500 would qualify as deep
subprime. These lower scores indicate that the borrower is more likely to have problems repaying the loan.

FIGURE 5

Serious
Delinquency
forStates,
United
By Debt Type
Serious
Delinquency
Rates Rates
for United
ByStates,
Debt Type
Percent of Outstanding Balance

Are Consumer Debt Levels
and Growth Sustainable?
The Great Recession taught us that rising rates of serious delinquency are a warning sign for a possible crisis. With the growth
in consumer debt, especially auto, credit card and student debt, it
is natural to wonder if delinquency rates are increasing nationally or within the District. Figure 5 clearly shows the rapid and
extensive increase in serious delinquency rates for most types of
debt during and immediately after the Great Recession. Serious
delinquency rates steadily declined shortly after the recession
concluded. Student debt was the one exception where serious
delinquency rates steadily increased since 2003.
Serious delinquency rates largely fell in the third quarter of
2016, with the exception of a gradual upward taper for auto debt.
Rates increased for auto debt both nationally and in the District.
As can be seen in Table 1, the largest increase occurred in Little
Rock, where the serious delinquency rate for auto debt increased
by 0.6 percentage points to 4.2 percent. That exceeds the 3.9
percent rate peak Little Rock experienced in the fourth quarter
of 2010. Serious delinquency rates continued to fall for mortgage
and credit card debt for the nation and across District MSAs. In
fact, serious delinquency rates for mortgage and HELOC debt are
less than 2 percent. Mortgage-related debt constitutes the largest
share of consumer debt, and the associated rates are on a steady
downward trend. This offers reassurance that another household
balance sheet crisis is not on the horizon.
The steady increase in the serious delinquency rate for student
debt over this period continues to concern. The overall serious
delinquency rate on this type of debt exceeds 13 percent (Figure 5).

10

5

0

2004
Auto

2006

2008

Mortgage

2010
Year
Student

2012

2014

Credit Card

2016
HELOC

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
F E D E R A L R E S E R V E B A N K O F S T. LO U I S

NOTE: Gray bar indicates the Great Recession.

While borrowers cannot default on this debt, the high debt
overhang may restrict their spending choices and delay purchases
of durable goods, such as housing. While many of the serious
delinquency rates have fallen to low levels, the elevated rates for
auto and student debt deserve continued monitoring.

3

SPECIAL SECTION

Credit Trends In Smaller District MSAs
FIGURE 6

TotalReal
Real
Capita
Consumer
Total
PerPer
Capita
Consumer
Debt Debt
150
140

Index, 2003:Q1 = 100

Every issue of the Quarterly Debt Monitor focuses
on a novel aspect of debt beyond our core focus. In
this issue, debt developments in four smaller MSAs—
Evansville, Ind.-Ky.; Fayetteville-Springdale-Rogers,
Ark.-Mo.; Jackson, Tenn.; and Springfield, Mo.—are
examined. Labor markets and housing activity showed
robust signs of strength across these MSAs. As of September 2016, Fayetteville had the 19th lowest unemployment rate among all metropolitan areas nationally.4
Between September 2013 and September 2016,
employment increased by 16.3 percent and the
unemployment rate decreased from 5.6 percent to
2.9 percent. The cost of living is about 10 percent below
the national value.5 Not surprisingly, house prices
have increased by 13 percent since the second quarter
of 2013, according to the Federal Housing Finance
Agency (FHFA) house price index. The Zillow market
health index for the Fayetteville metro area was 9.7
out of 10 at the end of September; this is considered
“very healthy.”6 In Springfield, employment increased 9
percent and the unemployment rate fell from 5.7 to 4.4
percent between September 2013 and September 2016.
Much of the employment growth was in the industries
of leisure and hospitality and industries of education
and health services. The cost of living in Springfield is
11.5 percent below the national cost of living. House
prices have increased about 8.3 percent since the second quarter of 2013. The Zillow index for the Springfield metro area was 6.4, or “healthy.”
Evansville and Jackson had much higher unemployment rates in September 2013. However, both areas have
seen an increase in employment and a decline in the
unemployment rate. In Evansville, employment growth
was 4.7 percent. As a result, the unemployment rate
declined from 6.7 percent to 4.5 percent. The Jackson
labor market was in much worse shape in September
2013, with an unemployment rate of 8.1 percent. As of
September 2016, the unemployment rate has declined
to 5.2 percent and employment has increased by 4.5
percent. The cost of living in Evansville and Jackson was
10 percent and 17 percent lower than the nation’s. House
prices grew in Evansville and Jackson by 8.8 percent and
6.8 percent since the second quarter of 2013, suggesting
a rate of appreciation similar to Springfield’s. However,
Zillow’s index for Evansville and Jackson was 3.1 and 3.6,
respectively. Both of those values are considered “less
healthy.”

130
120
110
100
2004

2006

2008

United States

2010
Year

2012

2014

Fayetteville, AR-MO MSA

Springfield, MO MSA

2016

Jackson, TN MSA

Evansville, IN-KY MSA

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE:
Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
F E D E R A L R E S E R V E B A N K O F S T. LO U I S
NOTES: “Real” data are inflation-adjusted. The gray bar indicates the Great Recession.

TABLE 2

Changes in Per Capita Debt Levels and
Serious Delinquency Rates
Year-over-Year Percent Change from 2015:Q3 to 2016:Q3
2016:Q3

United
States

Total

–0.1

Springfield
MSA

Fayetteville
MSA

Evansville
MSA

Jackson
MSA

% Change in Per Capita Consumer Debt
1.7

1.2

–1.7

1.8

Mortgage

–1.7

–1

–1.2

–2.6

2.4

HELOC

–2.9

–9.3

–4

–8.3

–8.7

Auto

6.2

10.7

9.9

3

4.4

Credit Card

0.7

3.9

3.9

–1

6.7

Student

6.7

5.9

5.8

2

–0.8

Mortgage

–0.6

–0.1

–0.3

–0.7

–1.3

HELOC

–0.4

0.2

–0.4

–2.3

–1.6

Change in Serious Delinquency Rate

Auto

0.2

–0.3

0.5

0.3

0.3

Credit Card

–1.8

–1.1

–0.4

–0.2

–0.6

Student

–0.4

–2.5

–1.1

–0.4

2.7

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
NOTES: Serious delinquency rates are the share of outstanding debt that is over 90 days past due.
Changes to those rates are given as the differences in percentage points. Figures are rounded.

4

FIGURE 7

Average
Debt
Balance,
By 2016:Q3
Type, 2016:Q3
Average
Debt
Balance,
By Type,
120

124

Thousands $

95

80

75

77

71

39

40

30

23 24
16

0

Mortgage

29
14

HELOC

United States
Springfield, MO MSA

11

15

27

26

24

28

13

12

5

Auto
Debt Type

5

5

4

5

Credit Card

Fayetteville, AR-MO MSA
Evansville, IN-KY MSA

Student

Jackson, TN MSA

SOURCE:
Bank
of NY/Equifax
Consumer Credit
Panel. Credit Panel.
SOURCE:Federal
FederalReserve
Reserve
Bank
of New York/Equifax
Consumer
F E D E R A L R E S E R V E B A N K O F S T. LO U I S
NOTE:
All average balances are conditional on carrying that type of debt and are unadjusted for inflation.

FIGURE 8

Year-over-Year
Change
inDebt
Total Debt
Year-over-Year
Change
in Total
4.1

4

2.9

3

2.7

2

Percent

Figure 6 shows that the general trend for total
per capita debt was similar across the nation and in
these MSAs, although the apex of the relative debt
levels varied substantially. The growth path seems
to be correlated with the strength of the underlying
MSA economies. Fayetteville reached the highest
relative level of per capita debt, while Evansville and
Jackson closely tracked each other at the lower end.
The most notable difference between the nation and
these MSAs is the stronger growth across the MSAs
following 2014.
Figure 7 highlights the fact that mortgage debt encompasses the largest consumer liability. The average
mortgage in Fayetteville is $18,000 to $24,000 more
than in the other MSAs. This possibly is the result of
a robust local economy and housing market. HELOC
and student debt comprise the next highest liabilities.
Consumers in Jackson had a much higher HELOC
balance than consumers in the other MSAs. Given
a slower economic recovery in Jackson, individuals
potentially relied on equity lines to maintain their
standard of living. The contrast among the average
balances of the remaining debt types begins to fade
after HELOC debt. Consumers have similar balances
despite very disparate economies and geographic
regions. Notably, the average auto debt balance in
Fayetteville exceeded the balances of the nation and
of the other MSAs. This is perhaps another correlate
of the robust economic activity in that region.
In Figure 8, consumers aged 31-55 in Fayetteville
account for 68 percent of the overall increase in total
debt. Increasing balances for auto, credit card and
student debt drove almost all of that growth, as Table
2 shows. These same age groups account for 74 percent of the increase in Springfield’s debt. Much of the
increase in this region was also concentrated in auto,
credit card and student debt. However, the broad
category of “other” debt contributed a nontrivial
amount. Jackson and Evansville derived their debt
growth from older age groups. In particular, consumers aged 41-65 and those over 75 were responsible
for all of Jackson’s debt growth. Overall growth was
negative in Evansville, where consumers aged 66-75
were the only ones who increased their borrowing.
Jackson was the only area covered in this report that
had an increase in mortgage borrowing. In contrast,
Evansville nearly matched Memphis, which had the
largest decline in mortgage debt relative to total per
capita debt.

1.7

1

0.9

–1

1.7
1.3

1.2

1.1

0.6
0.2

0

1.1

0.3

0.1

0.6
0.2

0 0
−0.1
−0.2
−0.4

0.8

0.6
0.3

0.5

0.5

0.1

0.2

0

0
−0.3

−0.4
−0.8

<31

31−40

United States
Springfield, MO MSA

41−55

56−65
66−75
Age Group

Fayetteville, AR-MO MSA
Evansville, IN-KY MSA

SOURCE: Federal Reserve Bank of NY/Equifax Consumer Credit Panel.

SOURCE: Federal Reserve Bank of New York/Equifax Consumer Credit Panel.
F E D E R A L R E S E R V E B A N K O F S T. LO U I S

NOTE: Figure 8 is weighted with respect to total debt.

5

0.1

0.1

75+

All Ages

Jackson, TN MSA

Table 2 shows that the serious delinquency rate
for auto debt increased for all of the smaller MSAs
save Springfield. This is representative of an overall
upward trend for auto debt in Fayetteville and Jackson. The serious delinquency rate for credit card debt
in Jackson fell to 3.8 percent, which is well below its
peak of 14.1 percent in the first quarter of 2010 and its
pre-recession average. Similar to the rate trends in the
largest MSAs, serious delinquency rates for student
debt in the smaller metropolitan areas have continually increased since 2003, although the latest quarter
showed declines for all except Jackson. The rates for
mortgage debt declined in the latest quarter and have
reached pre-recession levels. Serious delinquency rates
are generally falling in the smaller MSAs, with the
exception of auto debt.
___________________________________________

Endnotes
1 The Eighth Federal Reserve District comprises all of Arkansas and
portions of Illinois, Indiana, Kentucky, Mississippi, Missouri and
Tennessee. Major MSAs are St. Louis, Little Rock, Louisville and
Memphis. An MSA consists of multiple counties and includes
the core urban area, as well as any adjacent counties that have a
strong social and economic attachment to the urban core.
2 www.stlouisfed.org/~/media/publications/quarterly-debtmonitor/issue_3/2016_Q3_QDM_appendix.pdf
3 Growth numbers for total debt differ from the per capita breakdowns in Figure 1 and the two tables.
4 Bureau of Labor Statistics.
5 Bureau of Economic Analysis, data as of 2014.
6 Zillow’s market health index is a score out of 10 possible points.
The index illustrates the health of a region’s housing market relative to other markets across the country. The index is based on up
to 10 metrics, including those capturing the past and projected
evolution of home values, the prevalence of foreclosures, sales of
previously foreclosed homes, negative equity and delinquency,
and whether homes are selling faster or slower than they did in
the past.

Don E. Schlagenhauf is the chief economist at the
Center for Household Financial Stability at the Federal
Reserve Bank of St. Louis. Lowell R. Ricketts is the
senior analyst at the center.

6