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Burgundy Book
A report on economic conditions in the Louisville zone
Second Quarter 2015
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.

Labor Market Conditions Remain Exceptionally Healthy in the Louisville Zone

Data Snapshot
County unemployment rates (SA, Q1-15)

5.2%

By Kevin L. Kliesen, Business Economist and Research Officer

A May survey of business contacts found that about 57 percent of
respondents expect local economic conditions in 2015 to be better
than they were in 2014, while only about 7 percent expect them to
worsen.
Total nonfarm payroll employment in the Louisville MSA increased by
4.2 percent in the first quarter of 2015, outpacing the nation’s 2.3
percent gain. Employment growth was also stronger than the nation’s
growth in Bowling Green, Elizabethtown, and Evansville, but modestly
weaker in Owensboro. Nearly two-thirds of hiring managers surveyed
reported they were increasing wages this year to retain employees; a
smaller percentage reported that they are not raising selling prices in
response.
The Louisville zone’s unemployment rate averaged 5.2 percent in the
first quarter of 2015, down modestly from the previous quarter (5.5
percent). Unemployment rates were below 5 percent in the Louisville
(4.7 percent), Bowling Green (4.6 percent), and Owensboro (4.6
percent) MSAs in the first quarter.
Residential real estate activity improved in the first quarter, as house
prices and building permits rose in most MSAs. Apartment vacancy
rates fell sharply in the first quarter in the Louisville MSA.
Credit card delinquency rates rose significantly in the first quarter,
although the increase modestly lagged the nation’s increase. Louisville zone residents continued to reduce their outstanding mortgage
debt balances in the first quarter.

less than 5%
7% to 8%

5% to 6%
over 8%

Nonfarm payroll employment by industry
Percent change from one year ago (Q1-15)
-5

0

5

Total Nonfarm (100%)

Trade, Trans., and Utilities
(21%)
Education and Health
(14%)
Prof. and Business Services
(13%)

Government (13%)
Manufacturing (12%)
Leisure and Hospitality
(10%)
Financial Activities (7%)

Despite continued improvement in asset quality, Indiana and Kentucky commercial banks saw a modest decline in profitability in the
first quarter of 2015.

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

This spring, Indiana and Kentucky farmers planted fewer acres of corn
and more acres of soybeans.
This report is published by the Federal Reserve Bank of St. Louis

6% to 7%

Information (1%)
Louisville

US

10

15

20

Second Quarter 2015

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 US unemployment rate is 0.4 percent. If the US
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 and Transportation ........................................... 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 8 and May 18.
If you’re interested in becoming a member of our panel, follow this
link to complete a trial survey:
http://research.stlouisfed.org/outlooksurvey

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 2015

Strong Construction Sector Drives Employment Growth Across Zone
By Maria A. Arias, Senior Research Associate



Labor market conditions continued to improve
during the first quarter throughout the zone as
the unemployment rate declined in all MSAs and
employment growth accelerated in most MSAs.
Strong growth in the goods-producing sector in
particular continued to drive private-sector job
growth (see table).



About three in four of the 45 hiring managers
surveyed in the Louisville zone reported they are
actively seeking employees, particularly for
professional, technical, sales, and administrative
positions. However, many indicated they did not
have enough qualified candidates to fill such
positions and reported increasing starting salaries
or wages for some or all job categories to attract
candidates. Almost two-thirds reported increasing current pay by more than in previous years to
retain employees.



Nominal wage growth in Louisville remains at a
healthy pace in 2015. Average hourly wages for
private-sector employees in Louisville were at
$23.2, 6.2 percent higher than one year ago, but
slightly lower than the $24.79 national average
(see figure).



About 45 percent of managers reported they are
not changing prices in response to higher labor
costs, though almost 40 percent reported they
are increasing prices to partially or fully pass-on
higher compensation costs to consumers.

"Bourbon is king and it is growing. Good employees
are harder to get as employment picks up."
— Louisville area manufacturer
"Because of lower travel costs to go to my clients' locations, I have retained more profit from existing consulting contracts. As a result, I have added one new
employee."
— Louisville area builder

Nominal wages growing faster than national rate
Average hourly earnings of private sector employees, SA dollars
26
25

24
23
22

21
20

Louisville

19

US

18
2008
2009
Source: BLS.

2010

2011

2012

2013

2014

Louisville

2015

Evansville

Bowling
Green

Unemployment rate (Q1-15) (%)

4.7

▼

5.0

4.6

Nonfarm employment (Q1-15)

4.2

▲

2.7

3.5

Goods-producing sector

7.0

▲

8.4

5.4

Private service-providing sector

4.1

1.3

3.8

Government sector

1.2

0.6

0.5

Elizabethtown Owensboro

US

5.1

▲

5.5

2.1

0.5

2.3

7.9

▲

4.6

3.4

2.7

3.7

-0.1

2.6

-3.9

-1.4

0.4

Note: Unl es s otherwi s e noted, 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. See a ppendi x for notes a nd s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

3

Manufacturing and Transportation

Second Quarter 2015

Louisville Transportation Employment Growth Rate Drops Below U.S. Average
By Daniel Eubanks, Senior Research Associate



Transportation and warehousing employment
growth in the Louisville MSA slowed by over three
percentage points and slipped below the national
growth rate (see figure).



Manufacturing employment growth across the
Louisville zone continued to exceed the US
average in the first quarter, despite a contraction
in nondurable goods employment in Kentucky
and a significant slowdown in nondurable goods
in Indiana.



The value of exports from Kentucky again grew by
double-digits, driven by transportation equipment and chemical products. Exports of chemical
products have grown by 50 percent over the past
year and now make up one-fifth of exports from
the state.



“[The drop in oil prices] has reduced some of our raw
material prices, but these are a relatively small portion of our business.”
– Louisville area manufacturer

Contacts reported delays in shipping as a result of
the West Coast port labor disputes in the first
quarter. Many saw minor impacts from the drop
in oil prices. Contacts also continued to report
difficulty finding qualified applicants (see quote).

“Good employees are harder to find as employment
picks up.”
– Louisville area manufacturer
“[The port labor dispute] slowed delivery of packaging
material, causing a delay in production.”
– Louisville area manufacturer

Transportation employment growth slows in Louisville
Percent change from one year ago

15

Louisville
KY

10

US
5
0
-5

-10
2003

2005

2007

2009

2011

2013

2015

Source: BLS

Louisville
Transportation employment (Q1-15)

3.1

Manufacturing employment (Q1-15)

▼

Kentucky

Indiana

US
▲

4.4

5.4

4.2

2.2

2.8

1.8

Durable goods

6.3

5.3

3.2

2.5

Nondurable goods

0.3

-3.0

--

11.5

Manufacturing exports (Q1-15)

▼

1.8
1.8

▼

3.6

0.5
-3.8

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 2015

Louisville’s Industrial Construction Market Advances
By Diana Cooke, Senior Research Associate



The residential real estate market improved in the
first quarter (see figure). Year to date home sales
are 10 percent higher than the same period one
year ago, and home prices increased in all the
major MSAs in the District. Contacts from the
Louisville area noted that demand is up but the
number of listings is down.



The residential construction market exhibits
mixed signs of growth. According to the US Census
data, permits increased 12.9 percent (see table).
However, industry contacts suggest that singlefamily building permits is weak and may be lower
than one year ago.



The commercial real estate market was strong in
the first quarter. The apartment market continued
to boom; vacancy rates fell significantly from the
previous quarter and asking rents rose over 3
percent. Contacts noted that many tech-oriented
companies are moving their offices downtown,
where much of the millennial population resides.



“New listings are up, but sales are faster.”

The industrial construction market is very active;
contacts reported that there is currently a little
under 3 million square feet of spec space under
construction. As a result of the timing of speculative construction completions, vacancy rates are
up and rents are down. Contacts anticipate a
strong year with more speculative construction
projects to satisfy the high demand.

—Bowling Green realtor
“Apartments, apartments, apartments. It appears the
exuberance can’t stop.”
—Louisville area banker

Home sales and permits rebound in Louisville
Percent change from one year ago, year-to-date

20
15
10

5
0
-5
Home Sales

-10

Permits

-15
-20

Q1-13

Q3-13

Q1-14

Q3-14

Q1-15

Source: See appendix.

Non-residential market (Louisville, Q1-15)

Apartment

Vacancy rate (%)

5.2

Asking rent

Office

10.3

6.3

0.2

3.4

Industrial

15.1

▼

Retail

1.6

▼

Percent change from one year ago
Note: Apa rtment, offi ce, a nd reta i l va l ues a re from Rei s .com. Indus tri a l va l ues a re es ti ma tes from Ca s s i dy Turl ey.

Residential market (Q1-15)
CoreLogic Home Price Index

Louisville

Clarksville

Elizabethtown

3.6

4.0

▲

6.4

▼

Single-family building permits

12.9

▲

-34.8

New and existing home sales

10.2

▲

--

▲

Evansville

-9.9

US

5.5

4.8

34.0

17.7

8.6

--

--

8.4

▲

Note: Sa l es a nd permi ts da ta a re yea r-to-da te percent cha nge. Pri ces a re percent cha nge from one yea r a go. Arrows i ndi ca te a
s i gnfi ca nt (±1 s ta nda rd devi a ti on) cha nge from previ ous qua rter. See a ppendi x for notes a nd s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

5

Household Sector

Second Quarter 2015

Auto Debt Balances on the Rise, Credit Card Delinquency Rate Ticks Up
By Joseph McGillicuddy, Research Associate



Personal income growth in Indiana continued to
accelerate during the fourth quarter of 2014,
while in Kentucky personal income grew faster
than the nation for a fifth consecutive quarter.



The credit card delinquency rate increased within
the Louisville zone during the first quarter of 2015
but remained below the national rate, which also
rose (see table).



Auto loan debt growth continued to climb during
the first quarter of 2015. Credit card debt growth
was stable at 2.5 percent year-over-year (see
figure).



Despite improvements in the housing market,
households further reduced their mortgage debt
at a relatively modest rate (see figure).



Business contacts noted that low oil prices were
still affecting household spending. Multiple auto
dealer contacts reported an increased demand for
less-fuel-efficient vehicles.



“[We’ve been] selling more low MPG cars and trucks.”

Several downtown businesses heavily dependent
on tourists have expressed concerns over how the
temporary closure of the Kentucky International
Convention Center will impact them.

— Evansville area auto dealer
“In 2017 the closing [of the Convention Center] for the
entire year will present serious challenges for all downtown properties…. In 2018 the Convention Center will
reopen but most conventions will be hesitant to book
until they are certain the Center is complete and fully
operational.”
— Louisville area hospitality contact

Auto debt growth continues to accelerate
Percent change in debt balances from one year ago, Louisville zone
15
10

Mortgage
Auto
Credit Card

5

0
-5
-10
-15
Mar-08

Mar-10

Mar-12

Mar-14

Source: FRBNY Consumer Credit Pa nel and Equifax.

Louisville Zone
Per capita personal income (Q4-14)

Indiana

Kentucky

US

--

3.8

5.0

3.8

Mortgage

-1.8

-1.5

-1.7

-1.4

Credit card

2.5

0.8

1.8

2.0

Auto loan

7.1

7.7

6.4

8.7

Mortgage

1.7

1.9

1.9

2.5

Credit card

6.5

Auto loan

2.9

Per capita debt balances (Q1-15)

90+ day delinquency rates (Q1-15) (%)

▲

6.6
3.4

▲

7.0
3.3

▲

8.2

▲

3.2

Note: Unl es s otherwi s e noted, 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 tanda rd devi a tion)
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

6

Banking and Finance

Second Quarter 2015

Margins Decline, Competition Increases for Business Loans in Louisville Zone
By Michelle Neely, Economist, and Hannah Shell, Research Associate



Nine of the twelve area bankers surveyed reported no change in loan demand during the second
quarter of 2015 relative to one year ago. Slightly
more than one-quarter of respondents expect
demand to increase in the third quarter, although
the majority say demand will be about the same.



Competition has intensified for commercial and
industrial loans. A majority of area bankers
surveyed report demand has been and will remain
unchanged to slightly lower in the second quarter
relative to last year; most new business has been
gained by competing for existing accounts. Almost
all bankers expect demand to be about the same
or slightly higher in the third quarter.



Average net interest margins (NIMs) declined in
Indiana and Kentucky as well as the District and
the nation in the first quarter. The average NIM at
Indiana banks fell the most, dropping 15 basis
points to its fourth-quarter level. Despite its
decline, the average NIM at Kentucky banks
remains above the District average and on par
with the U.S. average.



“Depressed revenues for clients in the oil business have
caused a reduction in lending and deposit opportunities.”

Asset quality continues to improve at area banks
as the ratios of nonperforming loans to total loans
decreased at Kentucky and Indiana banks in the
first quarter. Bankers surveyed report that
delinquencies have been unchanged to slightly
lower in the second quarter relative to one year
ago. Bankers expect delinquencies to be about the
same in the third quarter as they were last year.

—Southern Indiana banker

“On the commercial side of our banking business, most
new business has come from acquiring new accounts.”
—Louisville banker

Net interest margins decline at area banks
Net interest margin at commercial banks, percent
4.6
4.4
4.2
4.0
3.8
3.6

US

3.4

Kentucky
Indiana

3.2
2006

2007

2008

2009

2010

2011

2012

2013

2014

Source: FRED.

Kentucky

Indiana

8th District

US Peer Banks

Return on average assets

1.05

0.99

0.89

1.03

Net interest margin

3.75

3.68

3.69

3.75

Nonperforming loans / total loans

1.36

1.12

1.23

1.29

102.94

116.96

113.01

110.08

Banking performance (Q1-15 )

Loan loss reserve coverage ratio

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 2015

Row-Crop Farmers Grapple with Anemic Commodity Prices; Farm Income Falls
By Lowell R. Ricketts, Senior Research Associate



Row-crop farmers in Indiana and Kentucky
finished their plantings this spring with considerable uncertainty on their minds. Corn prices
continue to be depressed after falling close to 50
percent over the past two years. In response,
farmers have stored a great deal of their production in hopes that prices will turn around (see
figure). Diminished farm income is putting farmers
in a tough position as they reconcile previous
financial agreements.



Corn plantings declined modestly in both Indiana
and Kentucky, although by a greater margin than
the nation as a whole. Because of cost and
unusually wet weather during the planting season,
farmers have switched from corn to soybeans.



“The farmer today is out planting corn but he’s gotta
[sic] figure out what to do with all of last year’s crop!”

Coal production declined in both Indiana and
Kentucky, as well as the nation, in the first quarter
as compared with the same time last year. As of
the latest release of production data, Kentucky
coal production has continually declined for the
past three and a half years. Employment in
Kentucky’s mining and logging industry has had a
similar continual decline over the past three years.

—Western Kentucky farmer
“Equipment contracts were negotiated a year ago on
the basis of prices that no longer exist. The lower
commodity prices and the drop in farm income make
these terms burdensome.”
—Western Kentucky farmer

Corn in storage continues to climb given low prices
Percent change from one year ago
100

50

0

-50

-100

IN: Corn stock (Left)
KY: Corn stock (Left)

Q1-13
Q3-13
Source: USDA/NASS.

Q4-13

Q1-14

Q3-14

Q4-14

Q1-15

Indiana

Kentucky

US

Natural resources (Q1-15)
Mining and logging employment
Coal production

-0.9
-4.8

-5.4
-5.6

1.7
-3.5

▼
▼

Prospective plantings (2015)
Corn
Cotton
Rice
Sorghum
Soybeans

-1.7
---1.8

-2.6
---1.1

-1.5
-13.5
-0.8
10.7
1.1

▼

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 tanda rd devi a tion) 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

8

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

Second Quarter 2015
turing); 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).

Labor Markets

Real Estate and Construction

Table Sources

Table Sources

Bureau of Labor Statistics

CoreLogic

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.
Average hourly earnings are in current dollars.

Home price index, including distressed sales.
Census Bureau
Year-to-date single-family building permits.
Greater Louisville 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 and Transportation
Table Sources

Household Sector

Bureau of Labor Statistics

Table Sources

Transportation employment: includes transportation and
warehousing industries.
Manufacturing employment: total, durable, and nondurable
goods.
World Institute for Strategic Economic Research
Manufacturing exports: dollar value.
Notes
Transportation employment in Louisville covers transportation,
warehousing, and utility industries. About 90 percent of the reported
jobs are contributed by transportation and warehousing industries.
Manufacturing exports are defined as the total dollar amount of
exports by the manufacturing industries.
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).

Equifax based on authors’ calculations
All figures are based on a 5 percent sample of individual credit
reports. Balances are geographic 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.
SNAP participation.
Notes
Delinquency rates are calculated as the percentage of payments past
due by more than 90 days, weighted by the dollar value of the loan.

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 Manufac-

Federal Reserve Bank of St. Louis — Louisville Zone

9

Appendix

Second Quarter 2015

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 nonperforming 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
Sources
Energy Information Administration (EIA)
Coal production. Note: Production trends identified in report
may be inconsistent with previous reports due to data revisions.
Bureau of Labor Statistics (BLS)
Mining and logging employment.
United States Department of Agriculture (USDA)
Prospective plantings (March 2015), corn prices, corn stocks.
Notes
The results of the Federal Reserve Bank of St. Louis Agricultural
Finance Monitor are not reported due to a low response rate for the
Louisville zone.

Federal Reserve Bank of St. Louis — Louisville Zone

10