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Burgundy Book
A report on economic conditions in the Louisville zone
Second Quarter 2013
The Louisville zone of the Federal Reserve comprises southern Indiana and western
Kentucky and a total population of approximately 3.4 million people, including the
almost 1.3 million who live in the Louisville MSA.

Growth strengthens and business
optimism returns in Louisville zone

Data Snapshot
County unemployment rates (SA, Q1-13)

7.9%

By Kevin L. Kliesen, Business Economist and Research Officer

About half of business contacts surveyed expressed improving
optimism about the local economy over the next three months. A
sizable minority, though, expect conditions to be little changed; an
even smaller minority of respondents are expecting conditions to
worsen slightly during the next three months.
Total nonfarm employment in the Louisville MSA increased a healthy
3.2 percent in the first quarter (relative to the first quarter in 2012).
This gain far outpaced the U.S. growth rate (1.5 percent). Gains were
especially brisk in the manufacturing and leisure and hospitality
industries.
The Louisville zone’s unemployment rate averaged 7.9 percent in the
first quarter of 2013, a bit higher than the U.S. average. Nonfarm job
growth was a bit uneven across the zone, but significantly stronger
than the nation’s in Louisville.
Single-family home sales in Louisville in the first quarter of 2013 rose
to their highest level since 2007. The industrial real estate market
improved as well. House price increases across the zone mostly trailed
the nation’s increase.
Per capita personal income growth remained strong in Indiana
relative to the nation and to Kentucky. Mortgage debt continued to
decline in the first quarter, as did loan delinquency rates.
Kentucky and Indiana banks reported modest declines in bank
profitability in the first quarter, mostly due to net interest margin
compression. Asset quality continues to improve, though.
Recent rains, though slowing spring planting, have dramatically
improved pastureland conditions. Indiana and western Kentucky coal
production fell sharply in the first quarter of 2013 compared with a
year earlier.
This Report is published by the Federal Reserve Bank of St. Louis

less than 5 %
7% to 8%

5% to 6%
over 8%

6% to 7%

Nonfarm payroll employment by industry
Percent change from one year ago (Q1 -13)
-5

0

5

Total NonFarm (100%)
Trade, Trans, and Utilities
(22%)
Education and Health
(14%)
Prof. and Business Services
(12%)
Government (14%)

Manufacturing (12%)
Leisure and Hospitality
(10%)
Financial Activities (7%)

Nat. Res, Mining, and
Construction (4%)
Other Services (4%)
Information (2%)

Louisville

US

10

15

Second Quarter 2013

How to read this report

Table of Contents

Unless otherwise noted, city names refer
to the metropolitan statistical areas
(MSAs), which are geographic areas that
include cities and their surrounding
suburbs, as defined by the Census Bureau.

Labor Markets ........................................................................... 3

Statistics for the Louisville zone are based
on data availability and are calculated as
weighted averages of either the 88
counties in the zone or the five MSAs. As of
2012, approximately 60 percent of the
zone’s labor force was located in an MSA.
Specifically: 39 percent in Louisville, 11
percent in Evansville, 4 percent in Bowling
Green, 4 percent in Owensboro, and 3
percent in Elizabethtown; 40 percent of
the zone’s labor force was located in nonmetropolitan areas.

Banking and Finance ................................................................. 7

Arrows in the tables are used to identify
significant trends in the data. The direction of the arrow indicates the sign (up/
down) and the color indicates the economic significance (green = good, red = poor).
Arrows appear only when the change from
previous quarter is greater than 1 standard
deviation. For example, the standard
deviation of the change in the U.S. unemployment rate is 0.4 percent. If the U.S.
unemployment rate declined from 8.4
percent to 8.2 percent, no arrow would
appear; but if it declined from 8.4 percent
to 7.9 percent, a green down arrow would
appear in the table.
Selected variable definitions are located in
the appendix.

Manufacturing........................................................................... 4
Real Estate and Construction .................................................... 5
Household Sector ...................................................................... 6

Agriculture and Natural Resources ........................................... 8
Appendix ................................................................................... 9

Join our Panel of Business Contacts
The anecdotal information in this report was provided by
our panel of business contacts, who were surveyed between
May 1 and May 15.
If you’re interested in becoming a member of our panel, follow this
link to complete a trial survey:
http://research.stlouisfed.org/beigebooksurvey/

Selected quotes from business contacts
are generally verbatim, but some are
lightly edited to improve readability.

Or email us at beigebook@stls.frb.org.

For more information contact the St.
Louis office:
Charles Gascon
charles.s.gascon@stls.frb.org
Media inquiries:
mediainquiries@stls.frb.org

Views expressed do not necessarily reflect official positions of
the Federal Reserve System.

Federal Reserve Bank of St. Louis — Louisville Zone

2

Labor Markets

Second Quarter 2013

Strong First-Quarter Growth in Louisville’s Private Sector
By Charles S. Gascon, Regional Economist

“There is a generally favorable economic mood across
the region.”
—Western Kentucky area executive



Anecdotal evidence suggests moderate employment growth during the next thee months: 60
percent of businesses surveyed expect their
payrolls to increase, while only 10 percent expect
a decline. Remaining contacts expect no change.



With the exception of Evansville, unemployment
rates in the zone’s metro areas declined modestly
during the first quarter. In Evansville, the unemployment rate increased to 7.7 percent due to
negative employment growth.



Similar to our previous report, employment gains
appear to be concentrated in Louisville, which
added roughly 2,600 jobs per month during the
first quarter. This translates into a 3.2 percent
increase from one year ago, more than double
the national rate of 1.5 percent.



Labor markets in the zone’s smaller MSAs
continue to experience weak growth; all areas
registered growth below the national rate. In
Owensboro, employment growth slowed significantly in all major sectors during the first quarter.
In Evansville, employment declined in every
sector (see table).



Businesses surveyed indicate modest upward
pressure on wages during the past three months:
Half of contacts reported a slight increase, and
the remaining contacts expect no change.

Employment growth averaged 2,600 jobs in first quarter
Louisville private payroll employment, change from previous month (SA)
8000
6000
4000
2000

0
-2000
-4000

-6000

12 month average

-8000
2009

2010

2011

2012

2013

Source: BLS.

Louisville

Evansville

Bowling
Green

Elizabethtown Owensboro

US

Unemployment rate (Q1-13) (%)

7.7

7.7

6.9

7.2

6.6

7.7

Nonfarm employment (Q1-13)

3.2

-1.2

0.4

0.8

1.4

▼

1.5

Goods-producing sector

7.4

-2.5

2.2

7.1

-0.9

▼

1.4

Private service-providing sector

2.8

-0.1

-0.6

0.1

2.4

▼

2.0

Government sector

0.6

-4.8

1.9

-1.1

1.0

-0.4

Note: Unless otherwise noted, values are percent change from one year ago. Arrows indicate a significant (± 1 standard deviation) change from the
previous quarter. See appendix for notes and sources.

Federal Reserve Bank of St. Louis — Louisville Zone

3

Manufacturing

Second Quarter 2013

Manufacturing Industry Booming in Louisville
By Yang Liu, Senior Research Associate

“Current quoting level is good and customer optimism
is increasing.”



Measured from a year earlier, manufacturing
employment growth topped 10 percent in
Louisville; while Kentucky and Indiana saw
moderate growth in the first quarter of 2013.
Durable goods employment has increased over 18
percent in Louisville (see table).



Manufacturing employment in Louisville increased by 3,600 jobs during the first quarter
2013: This is an 11 percent increase from the
same time one year ago (see table).



Anecdotes also suggest that automobile manufacturers in southern Kentucky are expanding and
hiring. There is also a ripple effect, which is a
boost to the automotive supply industry; several
automobile suppliers expect to expand.



The March 2013 benchmark employment revision
indicates that Louisville’s manufacturing industry
is recovering faster than originally reported.
Between November 2011 and December 2012,
manufacturing payrolls are 3,900 higher than the
preliminary numbers indicated (see figure).



Kentucky’s durable goods industry is particularly
strong. The earnings growth rate is moderately
higher than the U.S. average; moreover, its
employment growth rate exceeds the national
pace by a wide margin (see table).

— Southern Indiana manufacturer
“2013 will be an even better year than 2012, which
had 25% increases over previous year. For the first
quarter of 2013 overall dealership average new vehicle unit sales are up 14%. Average used vehicle sales
are up 20% and total dealership sales are up 23% from
2012 numbers.”
— Kentucky area manufacturer

Benchmark revision indicates stronger manufacturing
growth in Louisville
Manufacturing payroll employment, SA thousands
80
75

70
65
Post Revision

60

Pre Revision

55
2007
2008
Source: BLS.

2009

2010

2011

2012

2013

Louisville
Manufacturing employment (Q1-13)

Kentucky

Indiana

US

11.3

4.8

3.0

1.0

Durable goods

18.2

8.4

4.2

1.2

Nondurable goods

-0.3

-0.9

0.0

--

7.7

6.1

6.0

Durable goods

--

11.5

7.8

7.9

Nondurable goods

--

1.4

2.3

2.7

Manufacturing earnings (Q4-12)

▼

0.6

Note: Va l ues a re percent cha nge from one yea r a go. Arrows i ndi ca te a s i gni fi ca nt (± 1 s ta nda rd devi a ti on) cha nge from the
previ ous qua rter; s ee a ppendi x for notes a nd s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

4

Real Estate and Construction

Second Quarter 2013

Brisk Housing Market and Strong Industrial Real Estate
By Li Li, Research Associate

“Owensboro’s housing industry is in full recovery from
the Great Recession .”



The residential housing market shows signs of a
sustained recovery. According to a local contact,
March single-family home sales in Louisville
reached its highest level since 2007. Overall, the
annual growth rate of single-family home sales in
the first quarter was 13 percent, about 3 percentage points above the national rate (see table).



On the residential construction side, the growth of
single-family building permits has been slow
across the zone through the first quarter of the
year (see table).



The industrial real estate market in Louisville has
strengthened, and contacts predicted improvements in effective rents in 2013. Contacts also
reported increased demand and low inventory in
the current market, which has lowered the
vacancy rates in four consecutive quarters.
Leasing activities remained strong as well.



There was an uptick in construction activity. In the
Bowling Green area, there were projects for retail
and office space and apartment buildings underway. It was also reported that build-to-suit
construction plans were made for condominiums,
homes, and industrial space in the region. Moreover, Shepherdsville will see a million-dollar
speculative industrial space in 2013.

— Northwest Kentucky area contact
“People are going to have to start building [industrial
space]. Our vacancies are about to be exhausted.”
— Louisville area executive

With increased single-family demand, apartment rent
growth stabilized in Louisville
Percent change from one year ago
4
Office
Retail
Apartment
2

0

-2
Q1-10
Source: Reis.com.

Q1-11

Q1-12

Q1-13

Non-residential market (Louisville, Q1-13)

Apartment

Vacancy rate (%)
Asking rent

Office

Retail

4.6

15.7

10.3

6.7

2.7

0.7

1.3

1.7

Percent change from one year ago
Note: Apartment, office, and retail values are from Reis.com. Industrial values are from Cassidy Turley.

Residential market (Q1-13)

Louisville

CoreLogic Home Price Index

1.6

Single-family building permits

8.4

New and existing home sales

13.1

Clarksville
-2.1

▼

▼

Elizabethtown
1.5

▲

Industrial

Evansville

US

2.6

9.8

-10.7

-44.7

10.1

25.7

--

--

--

10.3

▲

Note: Values are percent change from one year ago. Arrows indicate a signficant (±1 standard deviation) change from previous quarter. See appendix
for notes and sources.

Federal Reserve Bank of St. Louis — Louisville Zone

5

Household Sector

Second Quarter 2013

Mortgage Delinquencies Continue to Fall
By Bryan Noeth, Policy Analyst

“More households are reducing debt by shortening
loan terms.”



Income growth in 2012 was strong throughout the
zone, although modestly slower in Kentucky than
the nation. Initial evidence suggests that income
growth slowed in the first quarter of 2013 with
the payroll tax increase.



Mortgage deleveraging slowly continued as
individuals have shed 1.1 percent of their mortgage debt since the first quarter of 2012.



Conditions improved for mortgage borrowers as
the rate of balances in serious delinquency
continued to trend downward in the first quarter
of the year. Zone delinquency rates remained
well below the national level (see table).



Consumers lowered their credit card debts in the
first quarter of 2013. However, the percent in
serious delinquency increased slightly across
much of the zone but remained below the
national average.



Student debt as a percentage of personal income
was higher in Indiana and Kentucky than in the
nation (see figure). Since 2003, student debt
growth in Indiana has outpaced the growth in
income at a faster rate than the nation as a whole.
Delinquency rates were similar to national rates.

—Louisville area mortgage broker
“Households are refinancing to reduce debt service or
selling assets to pay off loans.”
—Louisville area financial advisor

Student debt service is above the national average
Student debt as a percentage of personal income
12%

2006

2012

10%

8%
6%
4%
2%

0%
Indiana
Kentucky
US
Source: FRBNY Consumer Credit Pa nel, Equifax, a nd Haver Analytics.

Louisville Zone

Indiana

Kentucky

--

4.4

3.5

4.2

Mortgage

-1.1

-2.8

-1.6

-4.5

Credit card

-3.3

-7.1

-4.9

-3.9

Auto loan

8.4

8.5

7.7

7.3

Mortgage

2.7

3.1

2.6

4.6

Credit card

6.8

7.8

7.5

9.8

Auto loan

2.9

3.4

3.2

3.7

Per capita personal income (Q4-12)

US
▲

Per capita debt balances (Q1-13)

90+ day delinquency rates (Q1-13) (%)

Note: Unless otherwise noted, values are percent change from one year ago. Arrows indicate a significant (±1 standard deviation) change from the
previous quarter. See appendix for notes and sources.

Federal Reserve Bank of St. Louis — Louisville Zone

6

Banking and Finance

Second Quarter 2013

Indiana, Kentucky Banks Stuck in Holding Pattern
By Michelle Neely, Economist

“Recent regulatory changes have helped larger
financial institutions and hurt smaller ones.”
—Louisville area banker
“Volume has grown at 10 percent per year. We hope
to keep this flow steady and to further cross-sell new
customers.”



Most Louisville area bankers surveyed expect loan
demand to either increase or stay the same during
the next three months.



Kentucky and Indiana were among the three
District states (along with Mississippi) that
experienced declines in bank profitability in the
first quarter. Return on average assets (ROA) fell
7 basis points at Indiana banks and 8 basis points
at Kentucky banks from year-end 2012 levels.
Despite the drops, Indiana and Kentucky ranked
two and three, respectively, in average ROA for
the District states in the first quarter.



Larger declines in net interest margins (a negative
for earnings) than in loan loss provisions (a
positive for earnings) were responsible for the
drops in ROA at Indiana and Kentucky banks. Low
interest rates and lackluster loan demand are
causing a “margin squeeze” at many banks in
these states (see figure), which is more than
offsetting the improvements in asset quality that
have allowed banks to reduce the funds they set
aside for delinquent loans.



Nonperforming loans ticked up slightly (4 basis
points) at Kentucky banks in the first quarter,
while they fell 11 basis points at Indiana banks.

—Western Kentucky banker
“Loan demand was slow in the first quarter; however,
we are seeing a slight increase in secured equipment
financing. There remains strong competition for good
credit deals among banks, and finance companies are
entering this space with less structure and covenants.”
—Southern Indiana banker

Low interest rates, tepid loan demand put pressure on
margins
Net interest margin at commercial banks, percent
4.6
4.4

4.2
4.0
3.8

US

3.6

Kentucky

3.4

Indiana

3.2
2004

2005

2006

2007

2008

2009

2010

2011

2012

Source: FRED.

Banking performance (Q1-13 )

Kentucky

Indiana

8th District

US Peer Banks
0.95

Return on average assets

0.94

▼

1.05

1.01

Net interest margin

3.79

▼

3.73

3.71

Nonperforming loans / total loans

2.36

2.17

2.31

2.47

72.63

80.40

79.89

75.33

Loan loss reserve coverage ratio

▼

3.77

Note: Va l ues a re percenta ge poi nts . Arrows i ndi ca te a s i gni fi ca nt ( ± 1 s ta nda rd devi a ti on) cha nge from the previ ous qua rter. See
a ppendi x for notes a nd s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

7

Agriculture and Natural Resources

Second Quarter 2013

2013 Farm Season Off to Slow Start, Acreage on Par with Previous Years
By Lowell R. Ricketts, Senior Research Associate

“The fields are too wet and we have had to push back
our traditional spring planting. On the upside, the rains
are producing strong hay and wheat and grasses for
cattle across the region.”



Indiana and Kentucky farmers plan to plant similar
corn and soybean acreage in 2013 as in 2012.
Overall, the volume of corn and soybean acreage
planted has held steady over recent history (see
figure). See the June 28 USDA report for final
acreage planted.



As in the District, pastureland in Indiana and
Kentucky is in much better condition than at the
same point in 2012. Roughly 30 percent more
pastureland is rated as good or excellent than last
year. The corn crop is also doing better, with close
to 16 percent more rated in good or excellent
condition.



Around 14 percent of agricultural bankers surveyed expect to have more funds available for
prospective borrowers in the second quarter than
what was available last year. However, respondents expect loan demand and capital investment
to be relatively the same (see right table).



Indiana and western Kentucky coal production
was 5.1 and 10.7 percent lower, respectively, in
the first three months of 2013 relative to 2012
(see left table). The quarterly decline in coal
production has been particularly severe in
western Kentucky over the past year. Relative to
recent quarters, the 10.7 percent decline marks
an easing of this trend.

— South central Kentucky farmer

“Due to the fact that 35 to 40 percent of the corn crop
is being used for ethanol production, feed prices have
increased causing profit margins to shrink for my cattle
feed lots. The results are fluctuations in beef cattle
prices.”
— Western Kentucky farmer

Corn and soybean acreage hold steady
Acreage planted in Kentucky and Indiana, Index (2005=100)
120

Corn

115

Soybeans

110
105
100
95
90
85
80
2005

2006

2007

2008

2009

2010

2011

2012

2013

Source: NASS/USDA.

Indiana
Natural resources (Q1-13)
Mining and logging employment
Coal production
Prospective Plantings (2013)
Corn
Cotton
Rice
Sorghum
Soybean

-0.9
-5.1
-2.4
-------1.0

Kentucky
-17.9
-10.7 ▲
-3.0 ▼
------1.4

US
2.0
-9.3
0.1
-18.6
-3.3
22.0
-0.1

Note: Values are percent change from one year ago. Arrows indicate a significant (± 1
standard deviation) change from the previous quarter. See appendix for notes and sources.

Federal Reserve Bank of St. Louis — Louisville Zone

Louisville zone Ag. bankers' expections
Q2-13 vs. Q2-12
Lower Higher Net
Loan demand
14
14
0
Available funds
0
14
14
Loan repayments
0
0
0
Farm income
0
0
0
Capital expenditure
29
29
0
Note: Percenta ge of res pons es . See a ppendi x
for notes a nd s ources .

8

Appendix
Cover Page
Sources
Bureau of Labor Statistics
Unemployment rate, nonfarm payroll employment.

Labor Markets
Table Sources
Bureau of Labor Statistics
Unemployment rate. Nonfarm employment and contributions
by sector.
Notes
Goods-producing sector comprises the manufacturing and natural
resources, mining, and construction sectors.
Private service-providing sector includes the following sectors:
Trade, Transportation, and Utilities; Information; Financial Activities;
Professional and Business Services; Education and Health Services;
Leisure and Hospitality; and Other Services.
Unemployment rate data are seasonally adjusted.

Second Quarter 2013
In the contributions to employment chart, bars represent the
respective contribution of each sector to the area’s total employment
as a percent change from one year ago, while the line represents the
net percent change from one year ago in total employment.

Real Estate and Construction
Table Sources
CoreLogic
Home price index, including distressed sales.
Census Bureau
Year-to-date single-family building permits.
National Association of Realtors
Year-to-date new and existing home sales.
Notes
Asking rent is the publicized asking rent price. Data are in current
dollars.
Vacancy rate is the percentage of total inventory physically vacant as
of the survey date, including direct vacant and sublease space.
New and existing home sales consists of single-family home sales.

Manufacturing
Table Sources
Bureau of Labor Statistics
Manufacturing employment: total, durable, and nondurable
goods.
Bureau of Economic Analysis
Manufacturing earnings: total, durable, and nondurable goods.
Notes
Durable goods manufacturing sector is defined by the Bureau of
Labor Statistics as industries with a NAICS classification code of 321
(Wood Product Manufacturing); 327 (Nonmetallic Mineral Product
Manufacturing); 331 (Primary Metal Manufacturing); 332 (Fabricated
Metal Product Manufacturing); 333 (Machinery Manufacturing); 334
(Computer and Electronic Product Manufacturing); 335 (Electrical
Equipment, Appliance, and Component Manufacturing); 336
(Transportation Equipment Manufacturing); 337 (Furniture and
Related Product Manufacturing); and 339 (Misc. Manufacturing).
Nondurable goods manufacturing sector is defined by the Bureau of
Labor Statistics as industries with a NAICS classification code of 311
(Food Manufacturing); 312 (Beverage and Tobacco Product Manufacturing); 313 (Textile Mills); 314 (Textile Product Mills); 315 (Apparel
Manufacturing); 316 (Leather and Allied Product Manufacturing); 322
(Paper Manufacturing); 323 (Printing and Related Support Activities);
324 (Petroleum and Coal Products Manufacturing); 325 (Chemical
Manufacturing); and 326 (Plastics and Rubber Products Manufacturing).
Manufacturing earnings is the sum of wage and salary disbursements, supplements to wages and salaries, and proprietors’ income
less contributions for government social insurance.

Federal Reserve Bank of St. Louis — Louisville Zone

Household Sector
Table Sources
Equifax based on authors’ calculations
All figures are based on a 5 percent sample of individual credit
reports. Balances are geographical averages of various debt
categories. The mortgage category includes first mortgages and
home equity installment loans, but home equity lines of credit
are omitted. Auto loans include those financed by finance
company or bank loans. Credit cards are revolving accounts at
banks, bankcard companies, national credit card companies,
credit unions, and savings and loan associations.
Haver Analytics
Per capita income.
Census Bureau
Homeownership rates.
Notes
The CredAbility Index is a quarterly measure of the financial
condition of the average consumer. The scores are defined as
follows: 90-100 implies excellent or secure, 80-89 implies good or
stable, 70-79 implies weakening or at risk, 60-69 implies distressed or
unstable, and 59 or below implies emergency or crisis.
Delinquency rates are calculated as the percentage of payments past
due by more than 90 days, weighted by the dollar value of the loan.
Homeownership rates are the proportion of households in each area
that are owners. It is calculated by dividing the number of households
that are owners by the total number of occupied households.

9

Appendix

Second Quarter 2013

Banking and Finance
Table Sources
Federal Financial Institutions Examination Council
Return on average assets: USL15ROA. Net interest margin:
USL15NIM. Nonperforming loans: USL15NPTL. Loan loss reserve/
Total loans: USL15LLRTL. Net loan losses/Average total loans:
USL15LSTL.
Note: The data available in the table can be found in FRED.
Notes
Loan loss provisions are expenses banks set aside as an allowance for
bad loans.
Nonperforming loans are those loans managers classify as 90 days or
more past due or nonaccrual, which means they are more likely to
default.
Loan loss coverage ratio is loan loss reserves divided by non
performing loans.
US peer banks are those commercial banks with assets of less than
$15 billion.
Due to the seasonal nature of bank return on average assets and net
interest margin, the arrows in the table denote significant changes
from one year ago.

Agriculture and Natural Resources
Table Sources
Federal Reserve Bank of St. Louis Survey of Agricultural Credit
Conditions
Agriculture Bankers’ expectations of loan demand, available
funds, loan repayment rates, farm income, and capital expenditures are relative to one year ago. Respondents can answer
“increase,” “decrease,” or “no change.”
Energy Information Administration (EIA)
Coal production.
Bureau of Labor Statistics (BLS)
Mining and logging employment.
USDA
Crop production.

Federal Reserve Bank of St. Louis — Louisville Zone

10