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Burgundy Book
A report on economic conditions in the Louisville zone
Fourth 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.

Most Areas Continued to See Solid Job
Growth in the Third Quarter

Data Snapshot
County unemployment rates (SA, Q3-15)

4.7%

By Kevin L. Kliesen, Business Economist and Research Officer

A November survey indicated that nearly half of business contacts
expect local economic conditions in 2016 to be better than they were
in 2015. Only about one in five expect economic conditions to worsen
next year.
Paced by healthy employment gains in the goods-producing sector,
most areas of the Louisville zone continued to see strong growth of
nonfarm payroll employment in the third quarter of 2015. In Kentucky, the automotive sector accounted for half of new manufacturing
jobs in the third quarter.
The Louisville zone’s unemployment rate fell to 4.7 percent in the
third quarter, its lowest rate since the second quarter of 2001. In the
zone’s MSAs, the unemployment rates ranged from a low of 3.9
percent in Evansville to 5.0 percent in Elizabethtown.
Residential housing activity continued to advance in the third quarter
in most areas of the Louisville zone. In particular, year-to-date gains in
single-family building permits were especially strong and more than
the national rate in the Elizabethtown and Evansville MSAs. In the
Louisville MSA, the industrial vacancy rate is back down to its levels
seen earlier this year.

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 (Q3-15)
-5

0

5

Total Nonfarm (100%)

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

Government (12%)

On net, total per capita debt balances in the Louisville zone rose
modestly in the third quarter, while delinquency rates were largely
unchanged.
Loan performance continued to improve at Indiana and Kentucky
banks in the third quarter. In particular, the ratio of nonperforming
loans to total loans fell to an eight-year low at Indiana banks.
According to preliminary estimates, corn and soybean production fell
this year in Indiana, while production of both increased in Kentucky.

Manufacturing (12%)
Leisure and Hospitality
(11%)
Financial Activities (7%)
Nat. Res., Mining, and
Construction (5%)
Other Services (4%)

Information (1%)

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

Louisville

US

10

15

Fourth 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 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
November 6 and November 16.
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

Fourth Quarter 2015

Positive Outlook on Labor Market Conditions Across Zone
By Maria A. Arias, Senior Research Associate



Labor market conditions throughout the zone
remain strong, with employment growth in most
MSAs growing faster than the national average
and the unemployment rates steadily declining.
Strong growth in the goods-producing sector
continued to drive employment growth across all
MSAs (see table).



In Evansville, growth was driven by the professional and business services sector, which added
about as many jobs as the goods-producing sector
in the past year.



About two-thirds of the 56 businesses surveyed in
the zone noted that both labor costs and wages
were higher than they were a year ago, and just
as many contacts expect these measures to
continue to increase in the first quarter. The
remaining 40 percent of contacts expect these
measures to stay about the same compared with
the first quarter of 2015.



Two-thirds of hiring managers reported actively
seeking employees because sales are higher or
current staff are overworked, half of which
reported they cannot find qualified workers. In
response, they are increasing starting salaries and
wages for select positions.



Despite anecdotes of wage pressures, hourly
earnings in the zone are up only 0.2 percent yearto-date, well below the national average of 1.8
percent. Hourly earnings growth was strongest in
Elizabethtown (2.4 percent) and weakest in
Evansville and Owensboro at –2.5 percent and
–1.8 percent, respectively.

"We still see strong demand for engineers throughout
the industry and higher starting salaries relative to last
year."
— Louisville area business contact

Employment growth in Evansville is speeding up
Nonfarm payroll employment, SA (Index 2008=100)
106
104
102

100
98
96
Evansville

94

US

92

90
2008

2009

2010

2011

2012

2013

2014

2015

Source: BLS.

Louisville

Evansville

Unemployment rate (Q3-15) (%)

4.5

3.9

Nonfarm employment (Q3-15)

2.5

Goods-producing sector

▼

Bowling
Green

Elizabethtown Owensboro

4.5

5.0

4.4

2.6

1.6

2.6

1.6

3.6

3.8

3.1

4.8

2.7

Private service-providing sector

2.4

2.5

1.6

2.1

2.2

Government sector

1.4

1.2

0.0

2.2

▲

-2.9

US
5.1

▲

2.1
1.4

▲

2.5
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

Fourth Quarter 2015

Automotive Sector Drives Manufacturing Growth in Kentucky
By Daniel Eubanks, Senior Research Associate

“We’ve seen fewer exports and more imports as a result of the strong dollar.”
—Evansville manufacturer
“Employment is a challenge. Although we have not
had much turnover, we just can’t find the workers to
support new growth. We will soon begin construction
on a 50,000 square foot addition and hope to find
workers to fill it.”
—Louisville area manufacturer

Automotive sector generated half of new manufacturing
jobs in Kentucky



Manufacturing employment growth remained
relatively healthy across the zone in the third
quarter. Although growth from the previous
quarter slowed in the Louisville area, it accelerated slightly in Kentucky and Indiana overall.
Manufacturing employment in all three areas
grew faster than the national average, driven by
strength in the durable goods sector.



The automotive sector alone was responsible for
half the manufacturing employment growth in
Kentucky in the third quarter (see figure). Exports
of transportation equipment grew, despite a
significant overall decline in Kentucky’s manufacturing exports. Contacts report that manufacturers supplying the automobile industry in Indiana
and Kentucky are working overtime to fill orders.



Manufacturing exports overall fell in the third
quarter. The drop was especially sharp in Kentucky, which slowed from nearly 8 percent
growth in the second quarter to a contraction of
almost 3 percent in the third quarter. Some
contacts attribute the slowdown to the strong
dollar (see quote).



Transportation sector employment growth picked
up across the zone. Transportation employment
in Louisville grew at a slightly slower pace than
the and U.S. average in Kentucky overall, but
grew at a somewhat faster pace. Transportation
employment growth in Indiana far exceeded the
U.S. rate, but much of this growth occurred
outside of the zone. Industry contacts continue to
note difficulties filling both seasonal and full-time
positions.

Percent change from one year ago

7

Other contribution

6
Auto sector contribution

5

Total manufacturing

4

3
2
1

0
2011

2012

2013

2014

2015

Source: BLS

Louisville

Kentucky

Indiana

US

Transportation employment (Q3-15)

2.7

3.5

7.5

2.9

Manufacturing employment (Q3-15)

1.3

2.2

2.5

1.0

Durable goods

1.8

4.3

2.9

1.1

Nondurable goods

0.5

-1.4

1.6

0.8

--

-2.7

-9.2

-7.1

Manufacturing exports (Q3-15)

▼

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

Fourth Quarter 2015

Louisville’s Residential Construction Activity Shows Growth
By Usa Kerdnunvong, Research Associate

"As a [real estate construction] industry, we realize we
are lagging behind…more housing construction will
take place."



Residential real estate activity grew at a modest
pace in the third quarter. In Louisville, home sales
have been stronger than the national average,
and prices have appreciated at a steady pace (see
table).



Over two-thirds of real estate contacts surveyed
reported slightly higher to higher demand and
slightly lower inventories in the fourth quarter.
Contacts expect these two trends to continue into
the first quarter of 2016.



Louisville residential construction activity showed
signs of growth in the third quarter. Compared
with the past quarter, permits increased across all
major MSAs and are trending upward (see figure).
Contacts reported that multiple housing developments were announced across the zone.



Commercial real estate activity remains stable.
Contacts reported about the same demand for all
sectors except the industrial sector, where
contacts report the market continues to tighten.
Contacts expect the same trends going into the
first quarter of 2016.



Commercial construction activity remained strong
in this quarter, with ongoing activity for multifamily buildings and healthcare facilities.

— Louisville area construction contact

Building permits trend up across all major MSAs
4

0.8

Louisville
Clarksville

3

0.6

Evansville (right)

Thousands

Single-family building permits, SA thous

Elizabethtown (right)

2

0.4

1

0.2

0

0
Q3-06 Q3-07 Q3-08 Q3-09 Q3-10 Q3-11 Q3-12 Q3-13 Q3-14 Q3-15

Source: Census Bureau.

Non-residential market (Louisville, Q3-15)

Apartment

Vacancy rate (%)
Asking rent

Office

Retail

5.4

▲

14.6

10.1

5.6

3.0

▲

0.4

1.2

0.6

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 DTZ.

Residential market (Q3-15)

Louisville

Industrial

Clarksville

CoreLogic Home Price Index

3.7

-1.4

Single-family building permits

3.6

New and existing home sales

13.2

▼

Elizabethtown

Evansville

US

6.8

4.3

5.8

-7.2

32.1

14.6

9.2

--

--

--

9.1

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

Fourth Quarter 2015

Zone Auto Debt Continues To Rise; Mortgage Debt Increases
By Joseph McGillicuddy, Research Associate

“Hospitality in the fourth quarter shows strong occupancy in the state [of Kentucky] with 4 percent growth.
This should help most hoteliers finish with a good
year.”
— Louisville area hospitality contact



Second-quarter personal income growth slowed
in both Indiana and Kentucky. Indiana’s growth
rate fell below that of the nation, while Kentucky’s rate remained above the U.S. average.



Zone auto debt growth accelerated to 11.8
percent year-over-year in the third quarter of
2015, more than 2 percentage points above the
national rate and the fastest rate since the 200709 recession. Households also increased their
mortgage debt year-over-year by more than 1
percent for the first time since the recession (see
figure). Credit card debt growth remained relatively constant.



Delinquency rates within the zone for credit cards
and auto loans remained largely unchanged, while
mortgage delinquency rates continued to decline.
All three rates were below those of the nation.



Reports from auto dealers were mixed, with one
expecting record sales for the fourth quarter and
another reporting sales have fallen below expectations. A hospitality contact noted that occupancy has been strong so far this quarter (see quote).
Plans were announced to renovate a Bowling
Green convention center to accommodate
increased demand.

Auto and mortgage debt growth rates increase
Percent change in debt balances from one year ago
15

Mortgage
Auto
Credit Card

10
5

0
-5
-10
-15
2007

2009

2011

2013

2015

Source: FRBNY Consumer Credit Pa nel and Equifax.

Louisville Zone
Per capita personal income (Q2-15)

Indiana

Kentucky

US

--

3.1

3.7

3.3

Mortgage

1.3

1.3

-0.2

0.0

Credit card

1.7

2.0

1.5

3.0

Auto loan

11.8

9.7

8.6

9.7

Per capita debt balances (Q3-15)

▲

90+ day delinquency rates (Q3-15) (%)
Mortgage

1.4

1.6

1.5

2.0

Credit card

6.2

6.1

6.6

7.8

Auto loan

2.8

3.6

3.1

3.1

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

Fourth Quarter 2015

Asset Quality Strong, Loan Demand Stable in Louisville Zone
By Michelle Neely, Economist, and Hannah Shell, Research Associate

“Overall net worth is influencing consumers’ borrowing
decisions.”



Most bankers surveyed reported loan demand is
unchanged in the fourth quarter relative to the
same time last year, while a few said demand has
increased. Bankers predict demand will be
unchanged to slightly higher in the first quarter of
2016 compared with the first quarter of 2015.



Demand for residential mortgage loans has picked
up in the fourth quarter. Half of survey respondents reported that demand is somewhat higher
than during the same period last year. One
respondent said it is lower and the rest reported it
is about the same. Responses are mixed for the
first quarter of 2016, but most bankers predict
demand will be unchanged.



Profitability was steady at Kentucky and Indiana
banks in the third quarter. Return on average
assets (ROA) increased 3 basis points at Indiana
banks and decreased 1 basis point at Kentucky
banks. Stable ROA is partially explained by slight
increases in net interest margins.



The ratio of nonperforming loans to total loans fell
9 basis points at Kentucky banks and 13 basis
points at Indiana banks, where it is now at an
eight-year low.



Two-thirds of survey respondents reported
delinquencies are unchanged in the fourth quarter
compared with the same time last year. The
remaining said delinquencies are lower. Almost all
respondents expect delinquencies to be about the
same in the first quarter of 2016 as in the first
quarter of 2015.

—Louisville banker

“Real estate loan demand has increased, especially in
the commercial area.”
—Western Kentucky banker

“Capital expenditures for equipment and loans for
expansion are driving business borrowing.”
—Louisville banker

Coverage ratios approach ten-year high
Loan loss reserve coverage ratio, percent
180.0
US
Kentucky
Indiana

160.0
140.0
120.0
100.0
80.0
60.0
40.0

20.0
0.0
2007

2008

2009

2010

2011

2012

2013

2014

2015

Source: FRED.

Kentucky

Indiana

8th District

US Peer Banks

Return on average assets

1.02

1.07

1.05

1.08

Net interest margin

3.80

3.68

3.79

3.80

Nonperforming loans / total loans

1.19

0.97

1.10

1.13

111.76

129.90

118.18

119.47

Banking performance (Q3-15 )

Loan loss reserve coverage ratio

Note: Val ues are percentage poi nts . Arrows i ndi cate a s i gni fi cant ( ± 1 s tandard devi ati on) change from the previ ous quarter. See
appendi x for notes and s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

7

Agriculture and Natural Resources

Fourth Quarter 2015

Indiana and Kentucky Crops Affected Differently by Spring Rain
By Jonas C. Crews, Research Analyst

“Some row crop farmers are seeing a 30 percent drop
in yields relative to the five-year average.”



This year’s estimated crop production numbers
vary significantly between Indiana and Kentucky.
Excessive rain pushed Indiana’s production levels
down relative to last year: The current estimate of
corn production is around 22 percent below last
year’s level (see table). In contrast, the USDA
estimates that Kentucky’s production levels for its
two major crops, even with the rain-related
planting issues noted by contacts, are higher than
2014 levels.



As explained by farmers in each state, the production divergence can largely be attributed to yield
differences (see figure). The spring rain damaged
the Indiana fields that were able to be planted
and drove down yields relative to 2014. Meanwhile, the rain was not as damaging to Kentucky
crops and allowed yields to reach levels high
enough to overcome lower-than-planned planted
acreage.



Indiana’s and Kentucky’s coal industries continue
to see declines in both employment and production as low alternative fuel prices and energy
regulations still hinder demand. Relative to the
same quarter in the previous year, Kentucky coal
production has declined each quarter over the
past four years, while Kentucky mining and
logging employment has declined each quarter of
the past three and a half years.

—Southern Indiana farmer

“Due to the long period of consistent rain, it was not
possible to replant when doing so was deemed
necessary. Thus, acreage is down. However, yields will
be good.”
—Kentucky agricultural goods producer

A tale of two states for corn and soybean yields
Index of BU/Acre, 2011=100
140
130
120
110
100
90

IN: Corn

80
70

KY: Corn
IN: Soybeans

60

KY: Soybeans

50
40
2011

2012

2013

2014

2015

Source: USDA-NASS.

Indiana
Natural resources (Q3-15)
Mining and logging employment
Coal production
Estimated production (2015)
Corn
Cotton
Rice
Sorghum
Soybean

Kentucky

-6.9

-10.5

-10.2

-14.6

-21.8
----7.4

0.7
---12.7

US

▲

-9.4

▼

-9.0

▲

-4.0
-18.6
-13.7
37.3
0.3

▼
▼

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 or yea r. 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.

Fourth 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

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

Fourth 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)
Production and yield estimates as of November 2015.

Federal Reserve Bank of St. Louis — Louisville Zone

10