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Burgundy Book
A report on economic conditions in the Memphis zone
First Quarter 2015
The Memphis zone of the Federal Reserve comprises northern Mississippi, eastern
Arkansas, and western Tennessee and a total population of approximately 3.1 million
people, including the 1.3 million who live in the Memphis MSA.

Data Snapshot
County unemployment rates (SA, Q4-14)

Memphis Transportation Employment
Enjoys Strongest Growth in Three Years
By Kevin L. Kliesen, Business Economist and Research Officer

A February survey revealed improving optimism among Memphiszone business contacts compared with three months earlier. Some
contacts reported signs of building wage pressures.
Paced by brisk gains in transportation, private-sector employment
advanced at a moderate pace in the fourth quarter (1.6 percent) in
the Memphis MSA relative to a year earlier. Growth of durable goods
manufacturing employment also rose strongly in the Memphis MSA,
as it did for all of Tennessee and Mississippi. Employment gains in the
Memphis and Jackson MSAs were tempered by declines in government payrolls.
The Memphis zone’s unemployment rate averaged 8.1 percent in the
fourth quarter, down appreciably from the previous quarter’s average
of 8.5 percent. Labor market conditions remained the strongest in the
Jonesboro MSA.
Residential housing market conditions in the zone’s three MSAs were
mixed in 2014. Growth of single-family building permits outpaced the
nation’s growth, but house price gains trailed those seen nationally.
Apartment construction surged in the Memphis MSA in 2014.
Helped by falling gasoline prices, retailers and restaurateurs in
northeast Arkansas and northwest Mississippi reported strong sales in
early 2015. In the fourth quarter, automotive loan delinquency rates
in the zone rose for the first time since mid-2011.
Loan demand appears to be strengthening according to a recent
survey of commercial bankers. In the fourth quarter, profits at
Tennessee and Mississippi banks trailed their U.S. peers, while profits
at Arkansas banks exceeded their U.S. peers.
Farmers continue to shift land from cotton production to growing
corn, soybeans, and sorghum. Wheat plantings were lower in 2015.

8.1%

less than 5%
7% to 8%

5% to 6%
over 8%

Nonfarm payroll employment by industry
Percent change from one year ago (Q4-14)
-4

-2

0

Total Nonfarm (100%)
Trade, Trans., and Utilities
(27%)
Education and Health (14%)
Government (13%)
Prof. and Business Services
(16%)
Leisure and Hospitality
(10%)
Manufacturing (7%)

Financial Activities (4%)
Other Services (4%)
Nat. Res., Mining, and
Construction (3%)
Information (1%)
Memphis

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

6% to 7%

US

2

4

6

First 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 Memphis zone are based
on data availability and are calculated as
weighted averages of either the 73
counties in the zone or the three MSAs. As
of 2012, approximately 53 percent of the
zone’s labor force was located in an MSA.
Specifically: 44 percent in Memphis, 4
percent in Jackson, and 4 percent in
Jonesboro; 47 percent of the zone’s labor
force was located in non-metropolitan
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
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 — Memphis Zone

2

Labor Markets

First Quarter 2015

Slow Improvements in Labor Market Conditions Across Zone
By Maria A. Arias, Senior Research Associate

“Job growth in the region, combined with a limitedskilled workforce, will put upward pressure on wages.
Feedback from companies in the market indicate a
continued problem with finding qualified labor without
hiring from competing firms for additional benefits
and wages.”
— Memphis area commercial banker
“There are plenty of people available for jobs, but
those that are truly qualified are demanding higher
pay.”
— Memphis area commercial banker



Labor market conditions improved slightly in the
Memphis zone at the end of 2014, with nonfarm
employment growing moderately and unemployment rates inching lower throughout the zone's
MSAs (see table).



Throughout 2014, the unemployment rate
declined a total of 1.3 percentage points in both
Memphis and Jackson, on par with the national
average decline, whereas it declined 1.6 percentage points in Jonesboro.



Goods-producing employment grew at a faster
pace during the fourth quarter than during the
previous quarter in all three MSAs, particularly in
Jonesboro.



In Memphis, rapid annual growth in the transportation sector has helped raise the sector’s
employment to its pre-recession levels (see
figure). This sector makes up 10 percent of the
metro area’s nonfarm employment.



Anecdotal information from contacts surveyed in
the Memphis zone suggests employment levels
and labor costs are likely to remain about the
same or increase slightly during the first half of
2015, relative to a year ago: About 70 percent of
contacts expect these to remain about the same
and about 25 percent expect them to increase
slightly.



Retail service and manufacturing companies in
the zone have announced hiring plans to increase
their presence and operations in the area.

Transport, warehousing, and utilities employment strongly
rebounded in 2014
Payroll employment, SA (Index 2008=100)
105
100
95
90

85

Transport, Warehousing, Utilities
Total Nonfarm

80
2007
2008
Source: BLS.

2009

2010

2011

2012

2013

2014

Memphis

Jackson

Jonesboro, AR

US

Unemployment rate (Q4-14) (%)

7.9

6.9

5.4

Nonfarm employment (Q4-14)

1.2

1.3

3.8

▲

2.1

Goods-producing sector

2.2

2.4

7.1

▲

2.9

Private service-providing sector

1.5

1.7

3.5

2.4

-1.7

-1.0

1.9

0.3

Government sector

5.7

▼

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 — Memphis Zone

3

Manufacturing and Transportation

First Quarter 2015

Transportation Employment Accelerates in Memphis
By Daniel Eubanks, Research Associate

“[Manufacturing] employment is strengthening. Finding employees is still an issue.”
— Memphis area industry contact



Transportation employment growth in the Memphis area accelerated in the fourth quarter to
exceed the U.S. average. Growth rates were steady
in Tennessee and Mississippi.



Manufacturing employment growth in Tennessee
continued to outpace the national growth rate in
the fourth quarter (see figure). In the Memphis
area and in Mississippi, growth in durable goods
manufacturing employment was offset by contractions in nondurables, resulting in below-average
growth.



Growth in aggregate weekly hours worked among
production employees in Tennessee increased
from 4.0 to 5.8 percent in the fourth quarter, while
nationally growth decreased from 2.8 to 2.6
percent.



Contacts in the trucking industry continue to
report a shortage of drivers. Factors cited for the
shortage include government regulations, retirements, and lack of interest in the profession
among young people.



Manufacturing contacts have reported negative
impacts from the West Coast port slowdown.
Furniture manufacturers in particular have
reported cutting back hours and closing lines due
to the delays.

“We continue to see growth in transportation and
logistics.”
— Memphis area banker

Manufacturing growth above average in Tennessee
Percent change from one year ago

4

3
2
1

0
-1

Tennessee

-2

Mississippi

-3

U.S.

-4
2010

2011

2012

2013

2014

Source: BLS.

Memphis

Tennessee

Mississippi

US

Transportation employment (Q4-14)

4.4

2.7

4.0

3.8

Manufacturing employment (Q4-14)

1.6

2.5

1.1

1.7

3.9

3.8

1.7

2.4

-1.0

0.2

-0.2

0.7

--

0.9

--

1.1

Durable goods
Nondurable goods
Manufacturing exports (Q4-14)

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 — Memphis Zone

4

Real Estate and Construction

First Quarter 2015

Strength in the Memphis Real Estate Market Remains in the Apartment Sector
By Diana Cooke, Senior Research Associate

“Lenders want to lend. Interest rates are as cheap as
they’ve been for a long time.”
— Memphis area real estate developer
“We have far fewer bank sales that have sold. I think
that’s really where you’re seeing the difference.”
— Memphis area realtor



Memphis residential real estate market conditions
were mixed in the fourth quarter. Year-over-year
growth in home prices dropped significantly from
the previous quarter. In Jonesboro, prices fell
from a year earlier.



Fewer homes were sold in 2014 than 2013. This is
not all bad news; contacts note that the decline in
home sales can be partially attributed to the
decline in bank-owned sales. In December 2014,
monthly home sales increased slightly from
December 2013.



The apartment market in Memphis continues to
strengthen. Vacancy rates fell significantly and
asking rents rose in the fourth quarter of 2014.
Contacts noted that these conditions, along with
low interest rates, are creating a favorable
environment for more apartment construction.
Apartment completions in Memphis rose by
almost 50 percent in 2014 (see figure).



The non-residential commercial market in Memphis shows signs of improvement. Contacts noted
that the supply of office space is falling, causing
rental rates to rise. Industrial space in Memphis
posted its lowest vacancy rate in more than a
decade and asking rents increased over 3 percent
from one year ago.

Apartment market continues to display strength
New apartment completions, Memphis MSA
1,000
900
800
700
600
500
400
300
200
100
0
2004

2006

2008

2010

2012

2014

Source: Reis.

Non-residential market (Memphis, Q4-14)

Apartment

Vacancy rate (%)

8.1

Asking rent

▼

Office

Retail

Industrial

23.6

11.5

14.0

0.4

1.1

3.2

2.2

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 (Q4-14)

Memphis
▼

Jackson

Jonesboro

1.9

-0.1

6.0

13.4

2.1

--

-2.8

CoreLogic Home Price Index

0.1

Single-family building permits

2.7

23.2

New and existing home sales

-5.4

--

▲

US
▼

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 — Memphis Zone

5

Household Sector

First Quarter 2015

Auto Delinquencies Rise, Low Oil Prices Alter Auto Market
By Peter B. McCrory, Senior Research Associate

“While second- and third-tier financing is more readily
available today, its growth also speaks volumes as to
the overall financial condition in the region. Memphis
continues to lead in bankruptcies. Over time there
comes no redemption.”
— Memphis area auto dealer
“[Low gasoline prices] have reduced the demand for
more fuel-efficient vehicles.”
—Memphis area auto dealer



Personal income growth decelerated in Mississippi in the third quarter, while in Arkansas and
Tennessee the rate of growth was essentially
unchanged (see table). Due largely to low gasoline
prices, inflation slowed in the fourth quarter,
implying that decelerating nominal income
growth is unlikely to lead to a real income growth
slowdown. In Arkansas and Tennessee, low
inflation possibly indicates that real income grew
at a faster pace in the latter months of 2014.



Retailers and restaurateurs in northeast Arkansas
and in northeast Mississippi reported strong sales
in early 2015. Those contacts in Arkansas anticipate sustained growth as a result of lower gas
prices and, in turn, more disposable income for
consumers. One Memphis contact noted improvements in the tourism industry, observing rapidly
growing demand for overnight river cruises.



One Memphis area auto dealer attributed lower
demand for fuel-efficient vehicles to the low price
of gasoline, which now stands 50 percent lower
than its July 2014 level.



Although delinquency rates on mortgage and
credit card debt continued to fall in the fourth
quarter, auto delinquencies increased across the
zone for the first time since mid-2011 (see figure).

Auto delinquencies increase for first time since mid-2011
Percentage point change in delinquency rates from one year ago
2

Mortgage
Auto
Credit Card

1

0

-1

-2
Dec-09

Dec-10

Dec-11

Dec-12

Dec-13

Dec-14

Source: FRBNY Consumer Credit Pa nel and Equifax.

Memphis Zone
Per capita personal income (Q3-14)

Arkansas

Mississippi

Tennessee

US

--

2.6

0.5

3.1

3.2

Mortgage

-0.3

-1.3

-0.6

0.6

-0.4

Credit card

-0.5

1.1

-0.1

2.0

0.7

Auto loan

9.2

9.8

10.4

8.8

8.8

Mortgage

2.3

1.8

2.2

1.7

2.6

Credit card

7.4

6.7

6.3

6.8

7.0

Auto loan

4.7

Per capita debt balances (Q4-14)

90+ day delinquency rates (Q4-14) (%)

▲

2.8

▲

5.4

▲

3.4

▲

3.3

▲

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 — Memphis Zone

6

Banking and Finance

First Quarter 2015

Loan Demand, Confidence on the Rise in Memphis Zone
By Michelle Neely, Economist, and Hannah Shell, Research Associate

“We continue to see rate competition for deposits with
above-market introductory rates on money market
accounts and guaranteed ‘step up’ rates on certificates
of deposit.”
— Memphis area banker
“Improved consumer optimism, buying power, and an
improved job market are driving business growth and
thus loan demand for working capital needs and fixed
asset purchases.”
— Memphis area banker
“Mortgage loan demand remained strong in the fourth
quarter, especially in October and November. We
typically see a slowdown in December, but business
remained brisk all year.”
— Northeast Mississippi banker



More than half of area bankers report that loan
demand has been somewhat higher and is
expected to remain higher in the first quarter of
2015 when compared with demand one year ago;
the rest indicated it would be about the same.
Most bankers expect demand to remain somewhat higher into the second quarter.



Profitability dipped slightly in the fourth quarter in
the zone. Return on average assets (ROA) fell 2
basis points between the third and fourth quarters in Tennessee to 1 percent and declined 3
basis points to 0.96 percent during the same
period in Mississippi. ROA was unchanged at
Arkansas banks at 1.27 percent. Average ROA is
above year-ago levels in all three states.



The average net interest margin (NIM) fell in both
Tennessee and Mississippi in the fourth quarter,
while it rose slightly in Arkansas. In Arkansas and
Mississippi, the average NIM remains significantly
above District and U.S. peer averages, while the
reverse still holds true for Tennessee.



The ratio of nonperforming loans to total loans
took another sharp drop in all three states of the
zone last quarter. Nonperforming loan ratios are
down more than 50 basis points from year-ago
levels across the zone and are unlikely to decline
much further.

Loan loss reserve to loans ratio near pre-crisis levels
Loan Loss Reserve / Average Total Loan at Commercial Banks, Percent
3.0
2.5
2.0
1.5
1.0

US
TN
MS
AR

0.5
0.0
2006

2007

2008

2009

2010

2011

2012

2013

2014

Source: FRED.

Banking performance (Q4-14 )

Tennessee

Mississippi

Arkansas

8th District

US Peer Banks

Return on average assets

1.00

0.96

1.27

1.09

1.02

Net interest margin

3.68

3.95

4.28

3.82

3.85

Nonperforming loans / total loans

1.43

1.22

1.38

1.27

1.33

101.40

99.18

110.14

113.39

106.02

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 — Memphis Zone

7

Agriculture and Natural Resources

First Quarter 2015

Cotton Continues To Lose Acreage Across Zone
By Lowell R. Ricketts, Senior Research Associate



The amount of farmland devoted to growing
cotton has been on a downward path in the zone
states over the past century. In 2006, the decline
in cotton plantings accelerated (see figure). In
2014, farmers across the zone states planted 66
percent fewer acres of cotton than in 2006.
Cotton has had a difficult time competing with the
popularity of both corn and soybeans (see
comments). On the supply side, cotton surpluses
from Chinese producers have kept prices low.



Coal production across the zone states and the
nation as a whole has increased significantly, with
the exception of Tennessee (see table). In particular, Mississippi’s production reached its highest
level (for data that was available) in the fourth
quarter. This is particularly impressive as Mississippi produces over five times the combined
production of Arkansas and Tennessee.



Red meat production dropped substantially for
both Arkansas and Mississippi, but remained
unchanged for Tennessee (see table). Production
levels in Arkansas have scaled back by more than
60 percent for two years in a row. Winter wheat
production will fall this year due to substantially
fewer acres planted in Arkansas and Mississippi.



A contact noted the biggest question for area
farmers is “what are we going to plant?” Many
farmers haven’t booked their seed. While peanuts
have the greatest profitability, the necessary
sandy soil conditions naturally limit plantings.

“Cotton farmers are cutting acres due to price pressure. Cotton is an expensive crop, and they are shifting
acres to lower-cost options like peanuts, sorghum,
soybeans, etc.”
— Western Tennessee investment banker
“Low prices are shifting cotton acreage to soybeans
and corn acreage. With the shifts in acreage, there
may be a continuing loss of fixed assets unique to
harvesting, processing, and storing cotton.”
— Western Tennessee commodity trader

Farmland used for cotton has declined substantially
Thousands of Acres

1,800
Arkansas

1,600

Mississippi

1,400

Tennessee

1,200
1,000

800
600

400
200
0
2000

2002

2004

2006

2008

2010

2012

2014

Source: USDA.

Arkansas

Mississippi

Tennessee

US

Natural resources (Q4-14)
Mining and logging employment

-2.2 ▲

Coal production

10.9

Red meat production (2014)
Share of national production
Winter wheat, area planted (2015)

2.6
33.5 ▲

--19.2

4.8
4.7 ▲

-70.6

-52.6

-0.6

-3.7

<0.1
-16.1

<0.1
-34.8

0.5
-5.7

100
-4.6

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 — Memphis Zone

8

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

First 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.

Home price index, including distressed sales.
Census Bureau
Year-to-date single-family building permits.
Memphis Area 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.

Manufacturing and Transportation

New and existing home sales consist of single-family home sales.

Table Sources
Bureau of Labor Statistics
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 Memphis 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 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).

Household Sector
Table Sources
Equifax based on authors’ calculations
All figures are based on a 5 percent sample of individual credit
reports. Balances are geographical averages of various debt
categories. The mortgage category includes first mortgages and
home equity installment loans, but home equity lines of credit
are omitted. Auto loans include those financed by finance
company or bank loans. Credit cards are revolving accounts at
banks, bankcard companies, national credit card companies,
credit unions, and savings and loan associations.
Haver Analytics
Per capita income.
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 — Memphis Zone

9

Appendix

First 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)
Winter wheat plantings, cotton plantings, red meat production.
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
Memphis zone.
Total red meat production includes: beef, veal, pork, and lamb and
mutton production.

Federal Reserve Bank of St. Louis — Memphis Zone

10