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Burgundy Book
A report on economic conditions in the Louisville zone
Second Quarter 2016
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.

Strong Job Growth and Rising Optimism
Typify Conditions in Louisville Zone

Data Snapshot
County unemployment rates (SA, Q1-16)

By Kevin L. Kliesen, Business Economist and Research Officer

5.1%

According to a May survey of regional business contacts, a larger
percentage of respondents expressed increased optimism about the
outlook for 2016 compared with three months earlier.
Payroll employment growth was brisk in most areas of the Louisville
zone in the first quarter. In the Louisville MSA, employment was
especially strong in trade, transportation, and utilities; education and
health; and construction. Numerous business contacts reported that
they are increasing wages to attract qualified candidates.
Despite brisk job growth, the zone’s unemployment rate rose from
4.7 percent in the fourth quarter of 2015 to 5.1 percent in the first
quarter of 2016. Given the recent acceleration in labor force growth,
this development probably reflects increased re-entry into the labor
market by job seekers.
Single-family building permits increased sharply in the first quarter in
the Louisville and Clarksville MSAs, but at a slower rate in Elizabethtown and Evansville. Year-to-date, the pace of home sales in Louisville
is growing rapidly relative to the nation.
Reports from automobile dealers suggest that sales rebounded in the
first quarter after a relatively weak showing in the previous quarter.
Mortgage, credit card, and automotive loan delinquency rates in the
Louisville zone remained low in the first quarter.
More than half of bankers surveyed expect that loan demand in the
third quarter will be unchanged from a year earlier. Commercial bank
asset quality at Indiana and Kentucky banks improved for the third
straight year in the first quarter.
The coal mining industry in Indiana and Kentucky continued to
contract 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 (Q1-16)
-5

0

5

Total Nonfarm (100%)
Trade, Trans., and Utilities
(22%)
Education and Health
(14%)

Prof. and Business Services
(13%)
Government (12%)
Manufacturing (12%)
Leisure and Hospitality
(10%)
Financial Activities (7%)
Nat. Res., Mining, and
Construction (4%)
Other Services (4%)
Information (1%)

This report is published by the Federal Reserve Bank of St. Louis

6% to 7%

Louisville

US

10

Second Quarter 2016

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
the 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 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 3 to May 17.
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 2016

Employment Growth Continues To Outpace National Average in Most MSAs
By Paul Morris, Research Associate



Labor market conditions across the zone are
strong: The unemployment rate in four of the five
MSAs is at or below the national average, and
employment growth was positive and exceeded
the national average in four of the five MSAs.
About a third of contacts expect employment
growth at their firms to be higher in the third
quarter than it was a year ago.



The region continued to see a strong performance in the goods-producing sector in the first
quarter, with positive growth that exceeded the
national average in four of the five MSAs. This
was driven mainly by growth in the construction
industry. The private service-providing sector also
remained strong, seeing positive employment
growth in four of the five MSAs.



Contacts expressed difficulty finding qualified
candidates for skilled positions, which is putting
upward pressure on wages: About 60 percent of
contacts report that they are raising new and
existing employees' wages and salaries for at least
some job categories by more than in the past few
years, particularly in management and professional positions.



Anecdotal evidence suggests that an important
factor leading to a shortage of qualified candidates has been a lack of specific skills and experience, with about half of contacts citing this as the
number one factor.

“Wage pressure continues to be a problem. I have not
seen such drastic moves in starting wages to attract
employees before.”
—Louisville area banking contact

“Employment at our companies remains up compared
to the same period last year. Unfortunately, it is difficult to find new workers to hire.”
—Southern Indiana area manufacturing contact

Employment growth in Louisville is speeding up
Nonfarm payroll employment, SA (Index 2008=100)
115
110
105
100
95

Louisville

90

US

85
2008

2009

2010

2011

2012

2013

2014

2015

Source: BLS.

Louisville

Evansville

Unemployment rate (Q1-16) (%)

4.6

4.5

Nonfarm employment (Q1-16)

2.6

-0.9

Goods-producing sector

4.2

-1.0

Private service-providing sector

3.4

-0.8

-3.7

-1.2

Government sector

▼
▼

Bowling
Green

Elizabethtown Owensboro

US

4.8

5.0

4.9

4.9

2.5

4.2

2.2

1.9

6.6

9.1

0.9

0.7

4.2

3.5

2.5

1.1

-2.3

0.5

2.0
-0.5

▲

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 2016

Manufacturing and Transportation Growth Slow in Louisville
By Daniel Eubanks, Senior Research Associate

“Sales fell short of expectations because of weakness
in commodity prices and the coal mining sector.”
– Evansville, Indiana, manufacturer
“Lower energy prices have resulted in improved raw
material pricing for petroleum-based products and
lower production costs due to low natural gas prices.”
– Southern Indiana manufacturer

Transportation employment growth slows in Louisville but
stays above US average



Employment growth in the transportation sector
slowed slightly across the Louisville zone in the
first quarter, mirroring the slowdown in transportation employment growth nationwide. Despite
the slowdown, the zone’s transportation sector
remains relatively strong. In the Louisville MSA,
transportation employment has grown faster year
over year than the national average since 2013.



Employment growth in the manufacturing sector
also weakened across the zone. In the Louisville
MSA, growth in the durable goods sector slowed
by 1.5 percent, while growth in the nondurable
goods sector slowed 0.6 percent. However, both
sectors continue to grow more quickly in Louisville than the U.S. average.



In Kentucky, nondurable goods employment
contracted after several quarters of weak growth.
Similarly, durable goods employment in Indiana
began to contract in the first quarter.



Despite weak manufacturing employment growth
in Indiana, exports from the state increased
significantly in the first quarter, driven by exports
of chemical products and transportation equipment. Manufacturing exports from Kentucky
were down slightly compared with one year ago.



Manufacturing contacts report upward pressure
on wages as competition for qualified workers
becomes more intense. Contacts in the railroad
industry report a sharp decrease in shipments of
oil, coal, and related goods. A contact in trucking
with ties to the energy sector reported reducing
the number of drivers through attrition.

Percent change from one year ago

12
10

Louisville

8

6

US

4
2

0
-2

-4
2011

2012

2013

2014

2015

2016

Source: BLS.

Louisville

Kentucky

Indiana

US

Transportation employment (Q1-16)

3.6

3.0

2.8

1.4

Manufacturing employment (Q1-16)

2.8

1.5

0.1

0.1

Durable goods

3.6

2.7

-0.5

-0.5

Nondurable goods

1.2

-0.6

1.6

1.1

--

-0.9

3.2

Manufacturing exports (Q1-16)

▲

▼

-5.7

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 2016

Home Sales and House Prices Strengthen, Industrial Real Estate Activity Picks Up
By Joseph McGillicuddy, Senior Research Associate

“A lack of re-sale inventory and very slow ‘vacant’ new
construction inventory are constraining sales volumes.”



Residential real estate activity strengthened
during the first quarter. The year-over-year
growth rates in Louisville house prices and year-to
-date home sales both accelerated. The growth in
home sales well surpassed that of the nation (see
figure). House prices also continued to increase in
two of the other three major MSAs but remained
below the national rate. However, Clarksville
house prices decreased slightly in the first quarter
and have fallen 1 percent over the last four years.



Residential construction continued to improve,
driven by low inventory levels. Year-to-date
building permits increased significantly from a
year ago for both Louisville and Clarksville, well
exceeding the nation’s increase of 14.1 percent.



The industrial vacancy rate increased due to newly
completed speculative buildings that have yet to
be leased. The amount of industrial construction
completed in the first quarter was at the highest
level since 2008.



Both apartment and office vacancy rates continued to decline. Several contacts noted increases in
multifamily speculative building. The amount of
office construction in the first quarter more than
doubled that of a year ago.

— Louisville real estate contact
“Industrial speculative development continues to be
very brisk.”
— Louisville real estate contact

Home sales increasing at a faster pace than the nation's
Percent change from one year ago, year-to-date
20
US

15

Louisville

10
5
0
-5

-10
Q4-13

Q2-14

Q4-14

Q2-15

Q4-15

Source: Greater Louisville As sociation of Realtors.

Non-residential market (Louisville, Q1-16)

Apartment

Vacancy rate (%)
Asking rent

Office

Retail

Industrial

5.2

14.5

9.7

▲

5.5

3.6

0.8

3.4

▲

0.0

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 Cus hma n & Wa kefi el d.

Residential market (Q1-16)

Louisville

Clarksville

CoreLogic Home Price Index

5.3

▲

-0.1

Single-family building permits

28.7

▲

56.2

New and existing home sales

17.0

--

Elizabethtown
2.6

▲

▼

Evansville

US

4.6

6.0

9.5

8.8

14.1

--

--

4.8

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 the 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 2016

Delinquency Rates Remain Below National Average
By Rodrigo Guerrero, Research Associate

“Our retail automobile business continues to be
strong.”



Zone mortgage debt growth slowed compared
with the previous quarter, although it is still above
the national level of growth. Meanwhile, the
mortgage delinquency rate reached its lowest
value since 2000. The zone’s delinquency rate has
been consistently below the nation’s since the
beginning of the recession (see figure).



Reports from auto dealers about sales halfway
through the second quarter were generally
positive after a relatively weak first quarter. Auto
debt growth in the zone continued to decelerate
and remained below national growth. The zone’s
auto delinquency rate increased slightly compared
with the previous quarter but remains below the
national rate.



The zone’s credit card debt growth remained
more than a percentage point lower than the
nation’s. Meanwhile, the credit card delinquency
rate has slightly increased in the zone, as well as
across Indiana, Kentucky, and the U.S. as a whole.



Real income per capita growth slowed across
Indiana and Kentucky in the fourth quarter of
2015. Indiana’s growth rate stayed below the
national average while Kentucky’s remained
above it.

—Louisville contact

“Borrowers don’t want new or more debt.”
—Bowling Green commercial banker

Mortgage delinquency rate reaches 15-year low
Percent
8

US

7

Louisville
Zone

6
5
4
3
2
1

0
2000
2002
2004
2006
2008
2010
Source: FRBNY Consumer Credit Pa nel and Equifax.

2012

2014

2016

Louisville Zone
Per capita personal income (Q4-15)

Indiana

Kentucky

US

--

2.4

3.7

2.7

Mortgage

0.7

0.1

-0.4

0.0

Credit card

0.2

1.8

0.7

1.5

Auto loan

7.3

6.4

7.9

7.7

Mortgage

1.4

1.4

1.4

1.8

Credit card

6.2

6.0

6.6

7.4

Auto loan

3.0

3.7

3.5

3.3

Per capita debt balances (Q1-16)

90+ day delinquency rates (Q1-16) (%)
▼

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 2016

Louisville Banks Face Unchanging Environment
By Michelle Neely, Economist, and Hannah Shell, Senior Research Associate



More than half of bankers surveyed reported loan
demand was unchanged in the second quarter
relative to the same period last year. Most
respondents expect loan demand to be the same
in the third quarter as one year ago.



Consumer lending remained slower in the second
quarter. Respondents reported demand for credit
card and auto loans was unchanged to somewhat
lower in the second quarter compared with the
same period in 2015. Respondents expect loan
demand will continue to be unchanged to somewhat lower in the third quarter from its year-ago
level.



Return on average assets (ROA) increased slightly
at Kentucky banks in the first quarter and decreased slightly at Indiana banks. The average net
interest margin was unchanged at Kentucky banks
and decreased 9 basis points at Indiana banks,
contributing to the decrease in Indiana banks’
average ROA.



The ratio of nonperforming loans to total loans fell
7 basis points at Kentucky banks and 4 basis
points at Indiana banks from their fourth quarter
levels. The average nonperforming loan ratio has
declined for 12 consecutive quarters at Indiana
and Kentucky banks.



Most respondents reported that delinquencies
were about the same in the second quarter as
they were at the same time last year. All respondents but one expect asset quality to be unchanged
in the third quarter relative to one year ago.

“Business loan demand is not strong but steady. There
are not many requests for expansion of businesses.”
—Southern Indiana Banker

ROA steady at 1 percent benchmark
Return on average assets at commercial banks, percent
2.0
1.5
1.0
0.5
US

0.0

Kentucky

-0.5

Indiana

-1.0
2007

2008

2009

2010

2011

2012

2013

2014

2015

Source: FRED.

Kentucky

Indiana

8th District

US Peer Banks

Return on average assets

1.09

1.01

1.08

1.05

Net interest margin

3.80

3.58

3.70

3.79

Nonperforming loans / total loans

1.05

0.88

1.02

1.10

123.81

137.50

120.59

118.18

Banking performance (Q1-16 )

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 2016

Row Crop Outlook Improves Slightly; Coal Mining Outlook Remains Bleak
By Jonas C. Crews, Research Associate

“The recent rally in crop prices has improved the mood
of producers in the last month.”



According to the USDA’s prospective plantings
survey, the zone’s farmers are shifting away from
soybeans and toward corn (see table). However,
the nationwide increase in planned corn was not
expected to be so high, and the downward
pressure this put on corn prices will likely result in
an actual acreage distribution closer to last year’s.



Crop prices have begun to increase from their
profit-mitigating lows, and this is leading to a lessbleak outlook among farmers (see quote).
However, the capital-intensive row crop industry
involves significant fixed costs that will continue
to be difficult to cover unless the crop price rise
continues (see quote), a future price path that is
considered unlikely for the near term.



The outlook for the coal mining industry remains
bleak, as prices remain low and, because of the
low prices, production continues its freefall. From
the beginning of its production decline in 2011,
Kentucky production has declined by more than
68 percent. Meanwhile, Indiana’s production has
fallen more than 50 percent from its peak in 2013
(see figure). With prices and production at such
low levels, the zone’s coal extraction and transportation firms continue to see their losses grow.

—Kentucky contact

“Variable row crop costs are way down, but fixed costs
keep climbing. You can cover those fixed costs in the
good times, but it’s hard to now.”
—Kentucky agricultural equipment producer

Coal production continues to plummet
Index of short tons, January 2005=100
120

100
80
60

Indiana
Kentucky

40
20
2005
2007
Source: EIA.

2009

2011

2013

Natural resources (Q1-16)
Mining and logging employment
Coal production
Prospective plantings (2016)
Corn
Cotton
Rice
Sorghum
Soybeans

2015

Indiana

Kentucky

-10.4
-30.9

-18.8
-35.0

0.0
----0.9

1.4
----7.3

US

▼

-16.1
-31.2

▼

4.9
0.1
5.1
-8.7
-2.8

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

8

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

Second Quarter 2016
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

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.

Transportation employment in Louisville covers transportation,
warehousing, and utility industries. About 90 percent of the reported
jobs are contributed by transportation and warehousing industries.

Haver Analytics

Manufacturing exports are defined as the total dollar amount of
exports by the manufacturing industries.

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).

Per capita income.

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 2016

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 planting.

Federal Reserve Bank of St. Louis — Louisville Zone

10