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Burgundy Book
A report on economic conditions in the Louisville zone
First Quarter 2014
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.

Louisville Experiences Healthy Growth;
Business Contacts Remain Optimistic

Data Snapshot
County unemployment rates (SA, Q4-13)

7.5%

By Kevin L. Kliesen, Business Economist and Research Officer

Business contacts in the Louisville zone remain an optimistic bunch. A
February survey suggests 60 percent of contacts expect economic
conditions in 2014 to be somewhat better or better than last year;
only 12 percent expect that conditions will be worse or somewhat
worse.
In the fourth quarter of 2013, nonfarm employment in the Louisville
MSA exceeded the nation’s growth for the seventh consecutive
quarter. Owensboro registered both stronger employment growth
and a lower unemployment rate than Louisville and the nation.
The Louisville zone’s unemployment rate averaged 7.5 percent in the
fourth quarter, down modestly from its third-quarter average (7.7
percent).

less than 5%
7% to 8%

5% to 6%
over 8%

Nonfarm payroll employment by industry
Percent change from one year ago (Q4-13)
-2

0

2

Total NonFarm (100%)

Residential construction activity and home sales posted solid gains in
most areas. However, house price growth lagged the national rate;
increasing by about 3 percent in Louisville and Evansville in 2013 and
declining in both Clarksville and Elizabethtown.
Indiana’s per capita income growth slowed modestly in the third
quarter, while Kentucky’s growth picked up at a healthy rate from a
year earlier. Indiana and Kentucky households reduced their credit
card balances at a rapid rate in the fourth quarter.

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

Manufacturing (12%)

Fourth-quarter profits (return on average assets) at Kentucky and
Indiana banks were essentially unchanged from the third quarter.
Although Indiana banks were more profitable than their Eighth
District peers in the fourth quarter, Kentucky banks were less profitable.
Lower commodity prices have put pressure on farm incomes. Indiana
and Kentucky coal production in the fourth quarter was up sharply
from a year earlier.
This report is published by the Federal Reserve Bank of St. Louis

6% to 7%

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

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

Louisville

US

4

6

First Quarter 2014

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........................................................................... 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
February 1 and February 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

First Quarter 2014

Employment in the Louisville Zone Remains Above National Average
By Brian Greaney, Research Associate

“Still unsure about the housing recovery. Is it really recovering in our area? Additionally, still unsure how
health care costs are going to impact us.”
—Louisville area construction company owner
“Business spending remains somewhat tepid amidst
continued concerns over tax policies, government
spending, debt ceiling negotiations, and government
regulations on businesses both large and small. The
inability to comprehend the full impact of health care
costs in the future has sidelined business expenditures
in the near term.”
—Louisville area real estate broker



The unemployment rate in four of the zone’s five
MSAs decreased relative to the previous quarter.
The exception was Elizabethtown, where the
unemployment rate remained unchanged.



The decline in the zone’s unemployment rate was
at least partially driven by an increase in economic activity, as reflected in employment (see table).
Evansville had the largest decline in its unemployment rate (0.5 percent) and was the only MSA to
experience a significant decline.



While there was mixed employment growth
relative to the national average across MSAs, the
zone’s overall labor market continues to outpace
the national average (see figure). Anecdotal
evidence suggests modest employment growth is
likely during the next year: 36 percent of business
contacts expect employment to increase, while
55 percent of contacts expect it to remain
unchanged.



Year-over-year growth in average hourly earnings
of employees was below the national average of
2.1 percent in all of the MSAs except for Evansville, where it was 2.5 percent. Wages declined
moderately in the Louisville MSA by 2.1 percentage points. Anecdotal evidence suggests that this
trend may reverse in the upcoming year: 55
percent of business contacts expect wages to
increase in the next 12 months, while only 3
percent of contacts predict a decline.

Local labor market still stronger than the nation
Nonfarm payroll employment, SA (Index 2007=100)
106
104
102
100
98
Louisville zone

96

US

94
2008

2009

2010

2011

2012

2013

Source: BLS.

Louisville

Evansville

Unemployment rate (Q4-13) (%)

7.7

6.8

Nonfarm employment (Q4-13)

1.9

Goods-producing sector

▼

Bowling
Green

Elizabethtown Owensboro

US

7.2

7.7

6.8

7.0

-0.4

1.5

0.1

2.6

1.8

3.0

-1.4

0.0

2.6

-0.3

1.7

Private service-providing sector

1.8

0.3

1.3

0.1

3.6

2.2

Government sector

1.0

-2.4

3.5

-1.4

2.2

-0.2

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 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

First Quarter 2014

Automotive Sector Continues To Drive Manufacturing Growth
By Yang Liu, Senior Research Associate

“I expect to see continued localization of vehicles and
parts. This will help keep the local automotive suppliers’ business robust and aggressive through 2015.”



Anecdotes suggest automobile manufacturers are
expanding in the Louisville area. According to
government statistics, each new automotive job
generates 0.9 spin-off jobs in the Louisville area
(see appendix).



Our contacts suggest that cold weather disrupted
production in south central Kentucky in January
and February. For example, a food manufacturer
lost a significant amount of inventory due to a
power outage. Other manufacturers saw the cost
of natural gas rise significantly.



Manufacturing employment has grown for 3
years in a row. The growth slowed since mid2012, but it bounced back a little in the fourth
quarter of 2013. Louisville’s nondurable goods
sector contracted 2.3 percent, but the durable
goods sector remained strong (see figure).



Kentucky’s manufacturing employment dropped
slightly during the fourth quarter. A contraction in
the nondurable goods sector was the driving
factor. Indiana’s manufacturing employment
grew 0.6 percent, just below the national rate
(see table).



Kentucky’s manufacturing exports increased 23.7
percent, significantly higher than the previous
quarter and the national average (see table).
Exports of transportation equipment were the
major contributor.



Indiana’s manufacturing exports dropped by 2
percent compared with a year ago (see table).
Declines in chemical and nonelectrical machinery
exports were the driving factors.

— Louisville area maintenance service executive
“The new demand for aluminum [from automotive
sectors] will catalyze a series of investments which will
be substantial for the region and state.”
— South central Kentucky manufacturer

Manufacturing employment remained strong despite
recent slowdown
Louisville MSA, percent change from one year ago
16
Nondurable goods
contribution
12
Durable goods
8
contribution
Total
4
0
-4
-8
-12
-16

2006
2007
Source: BLS.

2008

2009

2010

2011

2012

2013

Louisville
Manufacturing employment (Q4-13)
Durable goods
Nondurable goods
Manufacturing exports (Q4-13)

Kentucky

Indiana

US

3.5

-1.2

0.6

0.7

6.5

0.3

0.6

1.1

-2.3

-3.8

▼

0.7

0.0

--

23.7

▲

-2.1

3.2

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

First Quarter 2014

2013 Ended with Gains but Snow Mitigated Home Sales in the Start of 2014
By Li Li, Senior Research Associate

“The weather has definitely impacted December and
January sales, so I am expecting a spring bounce.”



The residential housing market finished with gains
in 2013. Home sales in Louisville were up by about
16 percent compared with 2012—the best sales
volume since 2006 (see table). A contact noted
that the rise in prices was driven by low inventories. At the same time, home buyers and investors
are cautious because of the concern over higher
interest rates in 2014.



The growth of single-family building permits
stabilized in 2013. However, current construction
activity is weak. With the severe weather in the
beginning of the year, homebuilder confidence for
new single-family homes dropped in February.



The industrial market performed well in 2013:
Leasing activities have increased. Over the past
year, vacancy rates declined significantly compared with nation (see figure). Positive growth of
existing companies in Louisville was said to be the
leading factor. Contacts predict that 2014 will be
another great year for this segment. As future
growth is expected, contract and speculative
construction activities have increased.



Construction showed activity in both multifamily
commercial sectors. South central Kentucky saw
new construction for multifamily units. Hardin
County, Kentucky, also enjoyed a busy commercial
construction season.

— Louisville area builder
“Spec home loans are still very soft and our standards
are still tight for any new builders. Refinancing has
slowed down and competition for purchase financing is
strong.”
— Louisville area banker

Industrial vacncy rates drop below national rates in 2013
Vacancy rates, percent
10

9
8
7
6
Louisville
US

5
Q4-12

Q1-13

Q2-13

Q3-13

Q4-13

Source: Ca ssidy Turley.

Non-residential market (Louisville, Q4-13)

Apartment

Office

Retail

Industrial

4.5

15.7

9.6

6.3

2.3

1.3

1.1

19.7

Vacancy rate (%)
Asking rent

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 (Q4-13)

Louisville

Clarksville

Elizabethtown

Evansville

US

CoreLogic Home Price Index

3.2

-8.8

-1.1

3.0

11.5

Single-family building permits

8.2

-10.7

17.6

0.8

20.1

New and existing home sales

16.3

--

--

--

9.0

▼

Note: Va l ues 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

First Quarter 2014

Households Shedding Credit and Mortgage Debt While Buying Cars
By Elise A. Marifian, Research Associate

“There is a substantial upswing in the Bowling Green
area, with major retailers opening in the past few
months and more nearing completion. Numerous new
restaurants are nearing completion and job fairs have
been held to support needed hiring.”



Per capita personal income grew slightly in the
third quarter in Indiana and Kentucky. Relative to
one year ago, incomes are up 1.9 percent in
Indiana and 2.8 percent in Kentucky, which is just
below the national rate. However, other information suggests that some households may be in
worse financial condition in 2013 than in 2012; for
instance, a contact reported a significant increase
in the number of delinquent water/sewer customers whose service was shut off in the Louisville
metro area.



Credit card and mortgage debt continued to
decline across the zone (see table).



Year-over-year auto loan debt balances, although
positive, are slightly lower than in the previous
quarter. Dealers noted good sales in December
and January and reported consistently low
inventories, partly due to a weather-related
slowdown in parts deliveries to manufacturers.



Holiday season retail employment growth was
strong in most zone MSAs relative to 2012 (see
figure). The exceptions were Bowling Green and
Elizabethtown; however, anecdotal evidence
indicates a possible turnaround in Bowling Green
for the upcoming year.

– Louisville zone contact

Holiday retail employment growth strong in zone MSAs
Percent change from one year ago
-2.0
-1.0
0.0

1.0

2.0

3.0

4.0

US
Louisville
Bowling Green

Clarksville
Elizabethtown
Evansville
Owenboro
Nov-13

Dec-13

Source: BLS.

Louisville Zone
Per capita personal income (Q3-13)

Indiana

Kentucky

US

--

1.9

2.8

2.9

Mortgage

-4.1

-3.7

-4.1

-4.8

Credit card

-4.7

-5.6

Auto loan

3.3

3.8

2.5

4.4

Mortgage

2.2

2.4

2.2

3.5

Credit card

6.5

7.3

7.0

9.1

Auto loan

2.8

3.2

3.1

3.2

Per capita debt balances (Q4-13)

▲

-5.3

▲

▲

-4.9

90+ day delinquency rates (Q4-13) (%)
▼

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

First Quarter 2014

Louisville Zone Bankers See Some Uptick in Economic Activity
By Michelle Neely, Economist

“Overall economic activity seems to be increasing
slowly. Automotive orders have picked up significantly
across the board, which has helped many of our local
industries that support automotive.”



Most Louisville zone bankers surveyed expect loan
demand and the creditworthiness of borrowers to
be unchanged in the first half of 2014.



Earnings ratios changed little, on average, at
Indiana and Kentucky banks between the third
quarter and year-end 2013. Indiana banks’
average return on average assets (ROA) exceeds
District and US peer levels, while Kentucky banks’
average results are lower than District and US
peers (see table).



The trend in ROA largely reflects movements in
net interest margins (NIMs). After declining for
much of the past two years, margins are steadying
or rising slightly (see figure). The average NIM for
Kentucky banks at year-end 2013 essentially
matched the average for US peers, while Indiana’s
average NIM was just above the US peer average.



Nonperforming loans as a percentage of total
loans fell sharply between the third and fourth
quarters in both Indiana and Kentucky. The
nonperforming loan ratio declined 10 basis points
to 2.07 percent in Kentucky in the last quarter. In
Indiana, the ratio fell 17 basis points to 1.48
percent, an average that is well below the District’s average of 1.77 percent and the nation’s
average of 1.82 percent (see table).

—Western Kentucky banker
“We have seen some loan growth, but the banks are
taking business from each other. Not many new
projects are going through planning and zoning
meetings.”
—Southern Indiana banker
“Bankers are hearing from customers regarding flood
insurance premiums due to changes in the Flood
Insurance Program. Flood insurance premium shocks
continue to be felt by borrowers whose homes require
flood insurance.”
—Louisville area banker

Net interest margins inching up
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
2005

2006

2007

2008

2009

2010

2011

2012

2013

Source: FRED.

Kentucky

Indiana

8th District

US Peer Banks

Return on average assets

0.88

1.09

1.03

1.01

Net interest margin

3.86

3.78

3.77

3.85

Nonperforming loans / total loans

2.07

1.48

75.36

103.38

Banking performance (Q4-13 )

Loan loss reserve coverage ratio

▼

1.77
79.89

▼

1.82

▼

89.01

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

First Quarter 2014

Record Harvest Slashes Commodity Prices; Decline of Mining Industry Slows
By Lowell R. Ricketts, Senior Research Associate

“Those in our region are faced now with a contracted
market and prices that are predicted to be below the
cost of production. We are looking at an extraordinarily tight situation for 2014.”



Following a remarkably strong harvest, December
2013 corn inventories almost doubled their size
relative to the same time in 2012 (see figure). In
response, the average corn price in January for
Kentucky and Indiana declined 36.2 percent from
a year ago. Inventories may remain high as some
farmers have decided to hold on and wait for
higher prices.



Agricultural bankers surveyed in the zone expect
mostly positive developments in the first quarter
of this year relative to the same time in 2013 (see
right table). Bankers surveyed expect farm
income, as well as the rate of loan repayment and
the supply of loanable funds, to increase. In
contrast, more respondents expect loan demand
to fall relative to the same time last year.



Kentucky coal production increased relative to a
year ago for the first time since the third quarter
of 2011 (see left table). However, payroll employment in the industry continued to decline in the
fourth quarter of 2013, albeit at the slowest rate
since the second quarter of 2012.



Annual red meat production in Kentucky was
close to 30 million pounds less than in the previous year (see left table). Indiana has over three
times the total production of Kentucky and the
two states combine for around 5 percent of total
U.S. production.

— Central Kentucky Farmer
“Corn prices got too high a couple of years ago, and
that wasn’t good for anybody. The biggest problem is
that our input costs have gone up. We’ll just have to
figure out how to make a living at $4 per bushel.”
— Southern Indiana Farmer

Corn supplies swell as price hits rock bottom
Percent change from one year ago
120

$/BU

8.0

100

7.5

80

7.0

60
40

6.5

20

6.0

0

5.5

-20
-40
-60
-80

IN: Corn stock (Left)

5.0

KY: Corn stock (Left)

4.5

Avg. price (Right)

Q1-12
Q3-12
Source: USDA/NASS.

4.0
Q1-13

Q3-13

Indiana

Q1-14

Kentucky

US

Louisville zone Ag. bankers' expectations
Q1-14 vs. Q1-13
Lower Higher
Loan demand
17
0
Available funds
0
17
Loan repayments
0
33
Farm income
0
33
Capital expenditure
17
17

Natural resources (Q4-13)
Mining and logging employment

5.3

-4.2 ▲

4.3

Coal production

7.2

7.0 ▲

0.5

Red meat production (2013)
Share of national production
Winter wheat, area planted (2014)

0.5
3.6
-8.5 ▼

-5.4

-0.5

1.1
-14.3

100
-2.8

Note: Va l ues (except for producti on s ha res ) 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 or yea r. See a ppendi x for notes a nd s ources .

Federal Reserve Bank of St. Louis — Louisville Zone

Net
-17
17
33
33
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.

Manufacturing
Table Sources

First Quarter 2014
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).

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.

Bureau of Labor Statistics
Manufacturing employment: total, durable, and nondurable
goods.
World Institute for Strategic Economic Research
Manufacturing exports: dollar value, and metric tons.
Notes
Manufacturing exports are defined as the total dollar amount of
exports by the manufacturing industries.
Bureau of Labor Statistics RIMS II multipliers show that each
additional job in the motor vehicle, body, trailer and parts manufacturing industry will generate 0.9235 new jobs in the Louisville MSA.
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).

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 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.
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.

9

Appendix

First Quarter 2014

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 National Agricultural Statistics Service (USDA/NASS)
Red meat production and winter wheat plantings.

Federal Reserve Bank of St. Louis — Louisville Zone

10