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MonetaryTrends
December 2010

Unemployment and the Role of Monetary Policy

T

he most recent U.S. business cycle contraction reached its
trough in June 2009 according to the National Bureau of
Economic Research. Yet, labor markets—at least when measured
by the unemployment rate—have yet to show significant improvement.
The Federal Reserve has a dual mandate that includes both maximum
sustainable employment and price stability: Should Federal Reserve
policymakers feel that they must act to reduce unemployment? Or is
current unemployment beyond the reach of monetary policy?
Macroeconomics emphasizes that the primary means to reduce the
unemployment rate is to increase the growth rate of aggregate demand
(setting aside job retraining and similar labor market programs). Since
the 1960s, analysts often have referred to the relationship between the
growth rate of gross domestic product (GDP) and the unemployment
rate during the recovery from a business cycle trough as “Okun’s law.”
Derived from historical relationships, this rule of thumb suggests that
the unemployment rate will fall by 1 percentage point during each year
that the growth rate of GDP exceeds the growth rate of potential output
by 2 percentage points. Other analysts, however, have argued that Okun’s
law is misleading: Policymakers cannot exploit this relationship because
it depends crucially on inflation expectations not increasing following
expansionary policy actions. If inflation expectations increase rapidly
following a shift toward expansionary policy, the law’s relationship
vanishes. Further, the law depends on estimates of the growth rate of
potential output, which often are highly uncertain.
Although the Fed’s dual mandate includes “maximum sustainable
employment,” these words presumably refer to that portion of unemployment that monetary policy actions have some power to affect: cyclical
unemployment—that is, unemployment caused by the diminished
demand for workers resulting from a downturn in the business cycle.
A second theme, also dating from the 1960s, has been revived recently
to question the efficacy of monetary policy to combat current unemployment: structural unemployment (mismatches in the labor market
between the skills needed by firms and those possessed by prospective
employees). Structural unemployment is one of the two types of unemployment that monetary policy cannot be expected to influence. The
other type is frictional unemployment, which refers to workers (voluntarily and involuntarily) changing jobs and the time required to locate
better matches between workers and jobs. Batini et al. (2010) suggest
that 1.75 percentage points of the current unemployment rate may be
attributable to unusually large skill mismatches. Kocherlakota (2010)
offers an even higher estimate of 2.5 percentage points. In the recent
recession, an additional factor has been the extension of unemployment
benefits from 6 months to 99 weeks. Elsby, Hobijn, and Şahin (2010)
argue the extension has increased the unemployment rate by 1.8 percentage points above where it otherwise would be.
The chart compares the unemployment rate and average duration
of unemployment for all months since 1948, highlighting the months
since the March 1991 business cycle trough. Note that observations
for the past three recoveries (following business cycle troughs in March
1991, November 2001, and January 2009) lie at the upper edge of the

scatter diagram; further, the current recovery is conspicuous for its high
unemployment rate and duration. The data suggest that the extent of structural unemployment during economic downturns has increased since 1991.
Identifying the causes of this phenomenon is an active research area. One
hypothesis is that an increasingly rapid pace of technological change erodes
worker skills more rapidly than in the past, and that the erosion becomes
evident primarily during downturns when separated workers seek jobs with
new employers. The increasing duration of unemployment is worrisome
because studies suggest that long periods of unemployment reduce the
likelihood that a worker will ever find new stable employment.
Do the chart’s data also suggest that monetary policy since 1991 might
have become less effective in reducing unemployment during cyclical
recoveries? Perhaps, but the picture is not clear. Labor productivity increased
rapidly during the two previous recoveries but not in the current recovery,
reinforcing arguments that inadequate aggregate demand may be the culprit
behind this recovery’s persistently high and long-duration unemployment.
—Brett Fawley and Luciana Juvenal
Elsby, Michael; Hobijn, Bart and Şahin, Ayşegül. “The Labor Market in the Great
Recession,” in David H. Romer and Justin Wolfers, eds., Brookings Papers on
Economic Activity: Spring 2010. Washington, DC: Brookings Institution, 2010, pp. 1-48.
Kocherlakota, Narayana. “Back Inside the FOMC.” Presented in Missoula, MT,
September 8, 2010
Batini, Nicoletta; Celasun, Oya; Dowling, Thomas; Estevão, Marcello; Keim,
Geoffrey; Sommer, Martin and Tsounta, Evridiki. “United States: Selected Issues
Paper.” IMF Country Report No. 10/248, International Monetary Fund, July 2010.
Average Duration of Unemployment (weeks)
35

1992:01−2010:09
1948:01−1991:12
2010:09

30

25
2009:06
2007:12
20
1984:02
15
1982:11
10
1981:07
1990:06
2

3

4

5
6
7
8
Unemployment Rate (%)

9

10

11

NOTE: Both business cycle recoveries and contractions since 1948 are shown. The
dates identify the first and last official months of the 2007-09 and 1981-82 recessions,
as well as the 15th month after the official end of each recession. The 1990:06 date
shows the month immediately preceding the 1990-91 recession.
SOURCE: Bureau of Labor Statistics; both series are seasonally adjusted.

Views expressed do not necessarily reflect official positions of the Federal Reserve System.

research.stlouisfed.org

Contents
Page
3
4
6
7
8
9
10
11
12
14
15
16
18

Monetary and Financial Indicators at a Glance
Monetary Aggregates and Their Components
Reserves Markets and Short-Term Credit Flows
Senior Loan Officer Opinion Survey on Bank Lending Practices
Measures of Expected Inflation
Interest Rates
Policy-Based Inflation Indicators
Implied Forward Rates, Futures Contracts, and Inflation-Indexed Securities
Velocity, Gross Domestic Product, and M2
Bank Credit
Stock Market Index and Foreign Inflation and Interest Rates
Reference Tables
Definitions, Notes, and Sources

Conventions used in this publication:
1. Unless otherwise indicated, data are monthly.
2. Shaded areas indicate recessions, as determined by the National Bureau of Economic Research.
3. Percent change at an annual rate is the simple, not compounded, monthly percent change multiplied by 12. For
example, using consecutive months, the percent change at an annual rate in x between month t –1 and the current
month t is: [(xτ /x τ – 1 )–1] × 1200. Note that this differs from National Economic Trends. In that publication, monthly
percent changes are compounded and expressed as annual growth rates.
4. The percent change from year ago refers to the percent change from the same period in the previous year. For example,
the percent change from year ago in x between month t –12 and the current month t is: [(xτ /x τ – 12 )–1] × 100.
We welcome your comments addressed to:
Editor, Monetary Trends
Research Division
Federal Reserve Bank of St. Louis
P.O. Box 442
St. Louis, MO 63166-0442

On March 23, 2006, the Board of Governors of the
Federal Reserve System ceased the publication of the
M3 monetary aggregate. It also ceased publishing
the following components: large-denomination time
deposits, RPs, and eurodollars.

or to:
stlsFRED@stls.frb.org

Monetary Trends is published monthly by the Research Division of the Federal Reserve Bank of St. Louis. Visit the Research Division’s website at research.stlouisfed.org/publications/mt to
download the current version of this publication or register for e-mail notification updates. For more information on data in the publication, please visit research.stlouisfed.org/fred2 or call
(314) 444-8590.

updated through
11/16/10

Monetary Trends

M2 and MZM

Treasury Yield Curve

Billions of dollars

Percent

9900

5

MZM

Week Ending Friday:
11/06/09
10/08/10
11/05/10

4

8900

3

M2
7900
2

6900

1

2007

2008

2009

5y

2010

7y

10y

Adjusted Monetary Base

Real Treasury Yield Curve

Percent change at an annual rate

Percent

400

3

300

20y

Week Ending Friday:
11/13/09
10/15/10
11/12/10

2
200

100

1

0
0
-100

-200

-1

2007

2008

2009

Reserve Market Rates

7y

10y

20y

Inflation-Indexed Treasury Yield Spreads

Percent

Percent

8
7

5y

2010

2.5

Effective Federal Funds Rate
Intended Federal Funds Rate
Primary Credit Rate

6

Week Ending Friday:
11/13/09
10/15/10
11/12/10

2.0

5
4
3

1.5
2
1
0

1.0

2007

2008

2009

2010

5y

7y

10y

20y

Note: Effective December 16, 2008, FOMC reports the
intended Federal Funds Rate as a range.
Research Division
Federal Reserve Bank of St. Louis

3

updated through
11/16/10

Monetary Trends
M1
Percent change from year ago
21
14
7
0
-7
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

97

98

99

00

01

02

03

04

05

06

07

08

MZM
Percent change from year ago
25
20
15
10
5
0
-5
93

94

95

M2
Percent change from year ago
12
9
6
3
0
-3
93

94

95

Monetary Services Index - M2**
Percent change from year ago
15
10
5
0
-5
91

92

93

94

95

96

**We will not update the MSI series until we revise the code to accomodate the discontinuation of M3.

Research Division

4

Federal Reserve Bank of St. Louis

updated through
11/16/10

Monetary Trends

Adjusted Monetary Base
Percent change from year ago
120
100
80
60
40
20
0
-20
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

Domestic Nonfinancial Debt

Currency Held by the Nonbank Public

Percent change from year ago

Percent change from year ago

40

15

30
10

20

Total

10

5

Federal

0
-10

0
2003

2004

2005

2006

2007

2008

2009

2010

2007

2008

Small Denomination Time Deposits*

Checkable Deposits

Percent change from year ago

Percent change from year ago

25.0

30

12.5

20

0.0

10

-12.5

0

-25.0

2009

2010

2009

2010

2009

2010

-10
2007

2008

2009

2010

2007

2008

Money Market Mutual Fund Shares

Savings Deposits

Percent change from year ago

Percent change from year ago

60

30

Institutional Funds

20

30
10

Retail Funds
0

0
-30

-10
2007

2008

2009

2010

2007

2008

Research Division
Federal Reserve Bank of St. Louis

5

updated through
11/16/10

Monetary Trends
Adjusted and Required Reserves
Billions of dollars
1500

1000

500

Required
|
|
|

Adjusted
0
93

94

95

96

97

98

99

00

01

Total Borrowings, nsa

02

03

04

05

06

07

08

09

10

Excess Reserves plus RCB Contracts

Billions of dollars

Billions of dollars

450

1200

300

800

150

400

0

0
2003

2004

2005

2006

2007

2008

2009

2010

99

00

2003

2004

2005

2006

2007

2008

2009

2010

03

04

05

06

07

08

09

10

06

07

08

09

10

* Data exclude term auction credit

Nonfinancial Commercial Paper
Percent change from year ago
60
30
0
-30
-60
93

94

95

96

97

98

01

02

As of April 10, 2006, the Federal Reserve Board made major changes to its commercial paper calculations.
For more information, please refer to http://www.federalreserve.gov/releases/cp/about.htm.

Consumer Credit
Percent change from year ago
20

10

0

-10
93

94

95

96

97

98

99

00

01

02

03

04

05

Research Division

6

Federal Reserve Bank of St. Louis

updated through
11/09/10

Monetary Trends

Net Percentage of Domestic Banks Tightening Standards for Commercial and Industrial Loans
Percentage

90

Large & Medium Firms

60
30

Small Firms
0
-30
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

Net Percentage of Domestic Banks Tightening Standards for Commercial Real Estate Loans
Percentage

90
60
30
0
-30
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

Net Percentage of Domestic Banks Tightening Standards for Residential Mortgage Loans
Percentage

80
60
40
20
0
-20
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

07

08

09

10

Net Percentage of Domestic Banks Tightening Standards for Consumer Loans
Percentage

80
60
40

Credit Card Loans
20
0

Other Consumer Loans
-20
93

94

95

96

97

98

99

00

01

02

03

04

05

06

Research Division
Federal Reserve Bank of St. Louis

7

updated through
11/02/10

Monetary Trends

CPI Inflation and 1-Year-Ahead CPI Inflation Expectations
Percent
6
5

Humphrey-Hawkins CPI Inflation Range
4
3
2

|
|
|
|
|
|
|
|
|
|
|
|

CPI Inflation
1

University of
Michigan

0
-1
-2

Federal Reserve Bank
of Philadelphia
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

The shaded region shows the Humphrey-Hawkins CPI inflation range. Beginning in January 2000, the Humphrey-Hawkins inflation range was reported
using the PCE price index and therefore is not shown on this graph.

10-Year Ahead PCE Inflation Expectations and Realized Inflation
Percent
8

6

4

2

Expected

Realized
0
65

70

75

80

85

90

95

00

05

10

See the notes section for an explanation of the chart.

Treasury Security Yield Spreads

Real Interest Rates

Yield to maturity

Percent, Real rate = Nominal rate less year-over-year CPI inflation

6

6

10-Year less 3-Month T-Bill

4

4
2

1-Year Treasury Yield

2

0

0

||
|
|
|
|
|

10-Year less 3-Year Note

-2

Federal Funds Rate

3-Year less 3-Month T-Bill
-2

01

02

03

04

05

06

07

08

09

10

-4

01

02

03

04

05

06

07

08

09

10

Research Division

8

Federal Reserve Bank of St. Louis

updated through
11/02/10

Monetary Trends

Short-Term Interest Rates
Percent
12
10

Prime Rate

8

90-Day Commercial Paper

6
4

3-Month Treasury Yield

2
0
-2
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

07

08

09

10

Long-Term Interest Rates
Percent
10

Conventional Mortgage
8
|
|
|
|
|
|

6
4

Corporate Aaa

10-Year Treasury Yield

2
93

94

95

96

97

98

99

00

01

02

03

04

05

06

Long-Term Interest Rates

Short-Term Interest Rates

Percent

Percent

10
8

6

90-Day Commercial Paper

4

Corporate Baa

6

2

4

3-Month
Treasury Yield

0

10-Year Treasury Yield
2

-2
2007

2008

2009

2010

2007

2008

2009

2010

FOMC Intended Federal Funds Rate, Discount Rate, and Primary Credit Rate
Percent
8

Intended Federal
Funds Rate

6

Primary Credit
Rate

Discount Rate

4
2
0
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

Research Division
Federal Reserve Bank of St. Louis

9

updated through
11/16/10

Monetary Trends
Federal Funds Rate and Inflation Targets
Percent
10

4% 3% 2% 1% 0%

Target Inflation Rates

5

Actual
0

-5
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Calculated federal funds rate is based on Taylor's rule.

Components of Taylor's Rule
Actual and Potential Real GDP
PCE Inflation
Billions of chain-weighted 2005 dollars

Percent change from year ago

15000

5

Potential

4

13000

3

Actual

2

11000

1
0

9000

-1
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

See notes section for further explanation.

Monetary Base Growth and Inflation Targets
Percent
30

Target Inflation Rates

Actual

15

0% 1% 2% 3% 4%

0

-15
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Calculated base growth is based on McCallum's rule. Actual base growth is percent change from the previous quarter.
*Actual values for 2008:Q4, 2009:Q1, and 2009:Q4 are 188.38 percent, 60.77 percent, and 56.51, respectively.

Components of McCallum's Rule
Monetary Base Velocity Growth
Real Output Growth
Percent

Percent

15

Recursive Average

8

10-Year
Moving Average

|

0

|
|

4
-15
-30

0

-45

1-Year
Moving Average

-60

Quarter to Quarter
Growth Rate

-4

-75

-8
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Research Division

10

Federal Reserve Bank of St. Louis

updated through
11/16/10

Monetary Trends

Implied One-Year Forward Rates

Rates on 3-Month Eurodollar Futures

Percent
7

Percent, daily data
0.45

Week Ending:
11/06/09
10/08/10
11/05/10

6
5

Jan 2011

4

|
|
|
|

0.35

3
2

Dec 2010

Nov 2010

1
0

2y

5y

3y

7y

10y

0.25
09/13

Rates on Selected
Federal Funds Futures Contracts

09/20

09/27

10/04

10/11

10/18

10/25

11/01

11/08

11/15

Rates on Federal Funds Futures
on Selected Dates

Percent, daily data

Percent

0.20

0.19

Nov 2010

0.19

Dec 2010

0.18

|
|
|
|

0.17

09/17/2010

0.18

11/12/2010

0.17
0.16

0.16

10/15/2010

Jan 2011

0.15

0.15
09/13

09/20

09/27

10/04

10/11

10/18

10/25

11/01

11/08

11/15

Nov

Jan

Dec

Feb

Apr

Mar

Contract Month

Inflation-Indexed Treasury Securities

Inflation-Indexed Treasury Yield Spreads

Weekly data

Weekly data

Percent

Percent

4.00

4.00

1.67

1.67

-0.67

-0.67

20

-3.00
2008

15
10

2009
.

2010

2011

Maturity

5

20

-3.00
2008

15
10

2009

2010

.

Note: Yields are inflation-indexed constant maturity
U.S. Treasury securities

2011

5

Horizon

Note: Yield spread is between nominal and inflation-indexed
constant maturity U.S. Treasury securities.

Inflation-Indexed
10-Year Government Notes

Inflation-Indexed
10-Year Government Yield Spreads

Percent, weekly data

Percent, weekly data
5

4

4

3

3

U.S.

2

U.S.

2
1

1

0

0
2006

2007

2008

2009

2010

2006

2007

2008

2009

2010

Note: Data is temporarily unavailable for the French and U.K. 10-Year Notes and Government Yield Spreads.

Research Division
Federal Reserve Bank of St. Louis

11

updated through
11/16/10

Monetary Trends
Velocity
Nominal GDP/MZM, Nominal GDP/M2 (Ratio Scale)
2.75
2.50

MZM

2.25
2.00

M2

1.75

1.50

1.25
12054

93

12419

94

12784

95

13149

96

13515

97

98

13880

14245

99

14610

00

14976

01

15341

02

15706

03

16071

04

16437

05

16802

06

17167

07

17532

08

17898

09

18263

10

18628

Interest Rates
Percent
8

6

3-Month T-Bill
4

M2 Own
2

MZM Own
0

93

94

95

96

97

98

99

00

01

02

04

05

06

07

08

09

MZM Velocity and Interest Rate Spread

M2 Velocity and Interest Rate Spread

Ratio Scale

Ratio Scale

3.50

10

2.25

Velocity = Nominal GDP / M2

Velocity = Nominal GDP / MZM

03

3.00
2.50

2.00

1.50

2.00

1.75

1.50

1974Q1 to 1993Q4
1994Q1 to present

1974Q1 to 1993Q4
1994Q1 to present
1.25

1.00

-1

0
3
5
6
8
9
10 11
1
2
4
7
Interest Rate Spread = 3-Month T-Bill less MZM Own Rate

-1

0
3
5
6
1
2
4
Interest Rate Spread = 3-Month T-Bill less M2 Own Rate

Research Division

12

Federal Reserve Bank of St. Louis

updated through
11/16/10

Monetary Trends

Gross Domestic Product
Percent change from year ago
10
8
6
4
2
0
-2
-4
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

98

99

00

01

02

03

04

05

06

07

08

09

10

Dashed lines indicate 10-year moving averages.

Real Gross Domestic Product
Percent change from year ago
6
3
0
-3
-6
93

94

95

96

97

Dashed lines indicate 10-year moving averages.

Gross Domestic Product Price Index
Percent change from year ago
5
4
3
2
1
0
93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

98

99

00

01

02

03

04

05

06

07

08

09

10

Dashed lines indicate 10-year moving averages.

M2
Percent change from year ago
12
9
6
3
0
93

94

95

96

97

Dashed lines indicate 10-year moving averages.

Research Division
Federal Reserve Bank of St. Louis

13

updated through
11/16/10

Monetary Trends
Bank Credit
Percent change from year ago
15
10
5
0
-5
-10
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2007

2008

2009

2010

2008

2009

2010

Investment Securities in Bank Credit at Commercial Banks
Percent change from year ago
20
15
10
5
0
-5
2001

2002

2003

2004

2005

2006

Total Loans and Leases in Bank Credit at Commercial Banks
Percent change from year ago
15
10
5
0
-5
-10
-15
2001

2002

2003

2004

2005

2006

2007

Commercial and Industrial Loans at Commercial Banks
Percent change from year ago
30
15
0
-15
-30
2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Research Division

14

Federal Reserve Bank of St. Louis

updated through
11/09/10

Monetary Trends

Standard & Poor's 500
1800

150

1440

120

Composite Index
(left)
1080

90

720

60

Price/Earnings Ratio
(right)
360

30

0

0

93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

Recent Inflation and Long-Term Interest Rates
Consumer Price
Inflation Rates
Percent change from year ago
2009Q4
2010Q1
2010Q2

Long-Term
Government Bond Rates
2010Q3

Percent
Aug10
Sep10

Jul10

Oct10

United States

1.46

2.42

1.77

1.22

3.01

2.70

2.65

2.54

Canada

0.79

1.61

1.40

1.83

3.20

2.98

2.87

2.78

France

0.36

1.32

1.61

1.53

2.99

2.68

2.68

.

Germany

0.44

0.81

1.06

1.18

2.62

2.35

2.30

2.35

Italy
Japan
United Kingdom

0.65

1.29

1.41

1.62

4.03

3.80

3.86

.

-2.03

-1.12

-0.93

-0.83

1.08

1.02

0.90

.

2.09

3.26

3.44

3.10

3.48

3.20

3.11

3.06

* Copyright , 2010, Organisation for Economic Cooperation and Development, OECD Main Economic Indicators (www.oecd.org).

Inflation and Long-Term Interest Rate Differentials
Percent

Percent

2

4

U.K.
Germany
2
0

U.K.
Canada
0

-2
-2

Germany

Canada

Japan

Inflation differential = Foreign inflation less U.S. inflation
Long-term rate differential = Foreign rate less U.S. rate
-4

Japan
-4

2007

2008

2009

2010

2007

2008

2009

2010

Research Division
Federal Reserve Bank of St. Louis

15

updated through
11/16/10

Monetary Trends
Money Stock

Bank

Adjusted

M1

MZM

M2

M3*

Credit

Monetary Base

Reserves

2005.

1371.536

6709.741

6525.151

9786.477

7015.091

806.622

96.554

343.539

2006.

1374.163

7000.945

6868.146

10270.74

7697.040

835.035

94.908

.

2007.

1372.079

7635.149

7300.241

.

8462.623

850.529

94.145

.

2008.

1432.773

8708.061

7820.320

.

9122.749

1010.130

232.534

.

2009.

1634.793

9538.280

8434.798

.

9190.798

1796.550

944.772

.

MSI M2**

2008

1

1384.588

8384.447

7615.259

.

8999.867

856.338

96.192

.

.

2

1392.554

8664.431

7730.396

.

9011.612

860.033

95.081

.

.

3

1423.716

8773.390

7826.426

.

9068.211

893.439

118.518

.

.

4

1530.235

9009.974

8109.200

.

9411.306

1430.709

620.346

.

2009

1

1578.270

9414.578

8361.120

.

9329.186

1662.925

820.597

.

.

2

1621.077

9552.027

8417.984

.

9294.851

1763.628

917.017

.

.

3

1653.063

9586.193

8440.664

.

9136.651

1747.186

895.441

.

.

4

1686.761

9600.321

8519.425

.

9002.503

2012.460

1146.032

.

2010

1

1702.865

9497.685

8517.190

.

8919.104

2089.180

1217.002

.

.

2

1709.628

9389.551

8556.058

.

9214.388

2034.276

1158.344

.

.

3

1741.626

9522.231

8653.959

.

9224.525

2003.651

1117.932

.

2008 Oct

1471.731

8846.032

8009.842

.

9493.317

1142.152

347.604

.

.

Nov

1516.919

8972.642

8062.465

.

9385.134

1480.740

674.070

.

.

Dec

1602.055

9211.248

8255.292

.

9355.466

1669.236

839.363

.

2009 Jan

1583.473

9343.138

8316.718

.

9332.244

1730.151

869.931

.

.

Feb

1573.980

9413.828

8356.720

.

9348.492

1590.149

758.576

.

.

Mar

1577.358

9486.769

8409.921

.

9306.821

1668.474

833.284

.

.

Apr

1608.533

9473.300

8364.291

.

9264.930

1787.690

949.281

.

.

May

1608.536

9580.607

8436.668

.

9322.693

1799.205

946.080

.

.

Jun

1646.162

9602.174

8452.994

.

9296.929

1703.989

855.691

.

.

Jul

1649.944

9600.506

8442.977

.

9202.656

1693.712

841.475

.

.

Aug

1648.424

9561.480

8419.718

.

9143.923

1728.112

879.587

.

.

Sep

1660.820

9596.594

8459.298

.

9063.375

1819.734

965.262

.

.

Oct

1676.190

9599.932

8492.133

.

8974.661

1975.378

1122.194

.

.

Nov

1687.506

9607.092

8523.343

.

9033.627

2044.689

1182.377

.

.

Dec

1696.588

9593.940

8542.798

.

8999.221

2017.312

1133.526

.

2010 Jan

1680.736

9523.959

8486.026

.

8936.817

2010.109

1105.435

.

.

Feb

1714.782

9529.017

8545.671

.

8878.969

2150.910

1296.160

.

.

Mar

1713.078

9440.078

8519.874

.

8941.525

2106.522

1249.412

.
.

.

Apr

1701.379

9349.041

8490.575

.

9264.847

2044.296

1178.993

.

May

1706.038

9400.684

8573.015

.

9210.519

2034.541

1149.754

.

.

Jun

1721.466

9418.929

8604.584

.

9167.798

2023.991

1146.284

.

.

Jul

1716.438

9437.097

8603.336

.

9213.461

2015.187

1131.072

.

.

Aug

1742.817

9514.664

8649.450

.

9229.413

2014.639

1133.729

.

.

Sep

1765.622

9614.933

8709.091

.

9230.702

1981.127

1088.994

.

.

Oct

1779.030

9694.637

8766.091

.

9243.960

1998.474

1099.725

.

Note: All values are given in billions of dollars. *See table of contents for changes to the series.
**We will not update the MSI series until we revise the code to accommodate the discontinuation of M3.
Research Division

16

Federal Reserve Bank of St. Louis

updated through
11/09/10

Monetary Trends
Federal

Primary Prime

3-mo

Funds Credit Rate Rate

CDs

3-mo

Treasury Yields
3-yr

10-yr

Corporate

Municipal

Aaa Bonds Aaa Bonds

Conventional
Mortgage

2005.
2006.
2007.
2008.
2009.

3.21
4.96
5.02
1.93
0.16

4.19
5.96
5.86
2.39
0.50

6.19
7.96
8.05
5.09
3.25

3.51
5.15
5.27
2.97
0.56

3.21
4.85
4.47
1.39
0.15

3.93
4.77
4.34
2.24
1.43

4.29
4.79
4.63
3.67
3.26

5.23
5.59
5.56
5.63
5.31

4.28
4.15
4.13
4.58
4.27

5.86
6.41
6.34
6.04
5.04

2008
.
.
.

1
2
3
4

3.18
2.09
1.94
0.51

3.67
2.33
2.25
1.31

6.21
5.08
5.00
4.06

3.23
2.76
3.06
2.82

2.09
1.65
1.52
0.30

2.17
2.67
2.63
1.48

3.66
3.89
3.86
3.25

5.46
5.60
5.65
5.82

4.39
4.43
4.50
5.02

5.88
6.09
6.31
5.87

2009
.
.
.

1
2
3
4

0.18
0.18
0.16
0.12

0.50
0.50
0.50
0.50

3.25
3.25
3.25
3.25

1.08
0.62
0.30
0.22

0.22
0.17
0.16
0.06

1.27
1.49
1.56
1.39

2.74
3.31
3.52
3.46

5.27
5.51
5.27
5.20

4.64
4.43
4.11
3.91

5.06
5.03
5.16
4.92

2010
.
.

1
2
3

0.13
0.19
0.19

0.61
0.75
0.75

3.25
3.25
3.25

0.21
0.42
0.34

0.11
0.15
0.16

1.47
1.38
0.83

3.72
3.49
2.79

5.29
5.04
4.58

3.93
3.83
3.58

5.00
4.91
4.45

2008 Oct
. Nov
. Dec

0.97
0.39
0.16

1.81
1.25
0.86

4.56
4.00
3.61

4.32
2.36
1.77

0.69
0.19
0.03

1.86
1.51
1.07

3.81
3.53
2.42

6.28
6.12
5.05

5.05
4.83
5.17

6.20
6.09
5.33

2009 Jan
. Feb
. Mar

0.15
0.22
0.18

0.50
0.50
0.50

3.25
3.25
3.25

1.02
1.16
1.07

0.13
0.30
0.22

1.13
1.37
1.31

2.52
2.87
2.82

5.05
5.27
5.50

4.64
4.56
4.74

5.06
5.13
5.00

.
.
.

Apr
May
Jun

0.15
0.18
0.21

0.50
0.50
0.50

3.25
3.25
3.25

0.89
0.57
0.39

0.16
0.18
0.18

1.32
1.39
1.76

2.93
3.29
3.72

5.39
5.54
5.61

4.48
4.26
4.56

4.81
4.86
5.42

.
.
.

Jul
Aug
Sep

0.16
0.16
0.15

0.50
0.50
0.50

3.25
3.25
3.25

0.35
0.30
0.25

0.18
0.17
0.12

1.55
1.65
1.48

3.56
3.59
3.40

5.41
5.26
5.13

4.36
4.17
3.81

5.22
5.19
5.06

.
.
.

Oct
Nov
Dec

0.12
0.12
0.12

0.50
0.50
0.50

3.25
3.25
3.25

0.24
0.21
0.22

0.07
0.05
0.05

1.46
1.32
1.38

3.39
3.40
3.59

5.15
5.19
5.26

3.85
3.99
3.89

4.95
4.88
4.93

2010 Jan
. Feb
. Mar

0.11
0.13
0.16

0.50
0.59
0.75

3.25
3.25
3.25

0.20
0.19
0.23

0.06
0.11
0.15

1.49
1.40
1.51

3.73
3.69
3.73

5.26
5.35
5.27

3.96
3.91
3.91

5.03
4.99
4.97

.
.
.

Apr
May
Jun

0.20
0.20
0.18

0.75
0.75
0.75

3.25
3.25
3.25

0.30
0.45
0.52

0.16
0.16
0.12

1.64
1.32
1.17

3.85
3.42
3.20

5.29
4.96
4.88

3.95
3.75
3.81

5.10
4.89
4.74

.
.
.

Jul
Aug
Sep

0.18
0.19
0.19

0.75
0.75
0.75

3.25
3.25
3.25

0.41
0.32
0.28

0.16
0.16
0.15

0.98
0.78
0.74

3.01
2.70
2.65

4.72
4.49
4.53

3.69
3.44
3.63

4.56
4.43
4.35

.

Oct

0.19

0.75

3.25

0.27

0.13

0.57

2.54

4.68

3.62

4.23

Note: All values are given as a percent at an annual rate.

Research Division
Federal Reserve Bank of St. Louis

17

updated through
11/16/10

Monetary Trends

M1

MZM

M2

M3*

Percent change at an annual rate

2005.
2006.
2007.
2008.
2009.

2.04
0.19
-0.15
4.42
14.10

2.11
4.34
9.06
14.05
9.53

4.25
5.26
6.29
7.12
7.86

5.97
4.95
.
.
.

2008
.
.
.

1
2
3
4

2.63
2.30
8.95
29.93

15.74
13.36
5.03
10.79

7.90
6.05
4.97
14.45

.
.
.
.

2009
.
.
.

1
2
3
4

12.56
10.85
7.89
8.15

17.96
5.84
1.43
0.59

12.43
2.72
1.08
3.73

.
.
.
.

2010
.
.

1
2
3

3.82
1.59
7.49

-4.28
-4.55
5.65

-0.10
1.83
4.58

.
.
.

2008 Oct
. Nov
. Dec

10.92
36.84
67.35

6.45
17.18
31.91

17.60
7.88
28.70

.
.
.

2009 Jan
. Feb
. Mar

-13.92
-7.19
2.58

17.18
9.08
9.30

8.93
5.77
7.64

.
.
.

.
.
.

Apr
May
Jun

23.72
0.00
28.07

-1.70
13.59
2.70

-6.51
10.38
2.32

.
.
.

.
.
.

Jul
Aug
Sep

2.76
-1.11
9.02

-0.21
-4.88
4.41

-1.42
-3.31
5.64

.
.
.

.
.
.

Oct
Nov
Dec

11.11
8.10
6.46

0.42
0.90
-1.64

4.66
4.41
2.74

.
.
.

2010 Jan
. Feb
. Mar

-11.21
24.31
-1.19

-8.75
0.64
-11.20

-7.97
8.43
-3.62

.
.
.

.
.
.

Apr
May
Jun

-8.20
3.29
10.85

-11.57
6.63
2.33

-4.13
11.65
4.42

.
.
.

.
.
.

Jul
Aug
Sep

-3.50
18.44
15.70

2.31
9.86
12.65

-0.17
6.43
8.27

.
.
.

.

Oct

9.11

9.95

7.85

.

*See table of contents for changes to the series.

Research Division

18

Federal Reserve Bank of St. Louis

Monetary Trends

Definitions
M1: The sum of currency held outside the vaults of depository institutions,
Federal Reserve Banks, and the U.S. Treasury; travelers checks; and demand
and other checkable deposits issued by financial institutions (except demand
deposits due to the Treasury and depository institutions), minus cash items in
process of collection and Federal Reserve float.
MZM (money, zero maturity): M2 minus small-denomination time deposits,
plus institutional money market mutual funds (that is, those included in M3 but
excluded from M2). The label MZM was coined by William Poole (1991); the
aggregate itself was proposed earlier by Motley (1988).
M2: M1 plus savings deposits (including money market deposit accounts)
and small-denomination (under $100,000) time deposits issued by financial
institutions; and shares in retail money market mutual funds (funds with initial
investments under $50,000), net of retirement accounts.
M3: M2 plus large-denomination ($100,000 or more) time deposits; repurchase
agreements issued by depository institutions; Eurodollar deposits, specifically,
dollar-denominated deposits due to nonbank U.S. addresses held at foreign
offices of U.S. banks worldwide and all banking offices in Canada and the
United Kingdom; and institutional money market mutual funds (funds with
initial investments of $50,000 or more).
Bank Credit: All loans, leases, and securities held by commercial banks.
Domestic Nonfinancial Debt: Total credit market liabilities of the U.S.
Treasury, federally sponsored agencies, state and local governments, households,
and nonfinancial firms. End-of-period basis.
Adjusted Monetary Base: The sum of currency in circulation outside Federal
Reserve Banks and the U.S. Treasury, deposits of depository financial institutions at Federal Reserve Banks, and an adjustment for the effects of changes
in statutory reserve requirements on the quantity of base money held by depositories. This series is a spliced chain index; see Anderson and Rasche (1996a,b,
2001, 2003).
Adjusted Reserves: The sum of vault cash and Federal Reserve Bank deposits
held by depository institutions and an adjustment for the effects of changes in
statutory reserve requirements on the quantity of base money held by depositories. This spliced chain index is numerically larger than the Board of
Governors’ measure, which excludes vault cash not used to satisfy statutory
reserve requirements and Federal Reserve Bank deposits used to satisfy required
clearing balance contracts; see Anderson and Rasche (1996a, 2001, 2003).
Monetary Services Index: An index that measures the flow of monetary services received by households and firms from their holdings of liquid assets;
see Anderson, Jones, and Nesmith (1997). Indexes are shown for the assets
included in M2, with additional data at research.stlouisfed.org/msi/index.html.
Note: M1, M2, M3, Bank Credit, and Domestic Nonfinancial Debt are constructed and published by the Board of Governors of the Federal Reserve
System. For details, see Statistical Supplement to the Federal Reserve Bulletin,
tables 1.21 and 1.26. MZM, Adjusted Monetary Base, Adjusted Reserves,
and Monetary Services Index are constructed and published by the Research
Division of the Federal Reserve Bank of St. Louis.

Notes
Page 3: Readers are cautioned that, since early 1994, the level and growth of
M1 have been depressed by retail sweep programs that reclassify transactions
deposits (demand deposits and other checkable deposits) as savings deposits
overnight, thereby reducing banks’ required reserves; see Anderson and Rasche
(2001) and research.stlouisfed.org/aggreg/swdata.html. Primary Credit Rate,
Discount Rate, and Intended Federal Funds Rate shown in the chart Reserve
Market Rates are plotted as of the date of the change, while the Effective
Federal Funds Rate is plotted as of the end of the month. Interest rates in
the table are monthly averages from the Board of Governors H.15 Statistical
Release. The Treasury Yield Curve and Real Treasury Yield Curve show
constant maturity yields calculated by the U.S. Treasury for securities 5, 7, 10,
and 20 years to maturity. Inflation-Indexed Treasury Yield Spreads are a
measure of inflation compensation at those horizons, and it is simply the
Research Division
Federal Reserve Bank of St. Louis

nominal constant maturity yield less the real constant maturity yield. Daily data
and descriptions are available at research.stlouisfed.org/fred2/. See also Statistical
Supplement to the Federal Reserve Bulletin, table 1.35. The 30-year constant
maturity series was discontinued by the Treasury as of February 18, 2002.
Page 5: Checkable Deposits is the sum of demand and other checkable
deposits. Savings Deposits is the sum of money market deposit accounts
and passbook and statement savings. Time Deposits have a minimum initial
maturity of 7 days. Retail Money Market Mutual Funds are included in M2.
Institutional money market funds are not included in M2.
Page 6: Excess Reserves plus RCB (Required Clearing Balance) Contracts
equals the amount of deposits at Federal Reserve Banks held by depository
institutions but not applied to satisfy statutory reserve requirements. (This
measure excludes the vault cash held by depository institutions that is not
applied to satisfy statutory reserve requirements.) Consumer Credit includes
most short- and intermediate-term credit extended to individuals. See Statistical
Supplement to the Federal Reserve Bulletin, table 1.55.
Page 7: Data are reported in the Senior Loan Officer Opinion Survey on
Bank Lending Practices.
Page 8: Inflation Expectations measures include the quarterly Federal Reserve
Bank of Philadelphia Survey of Professional Forecasters, the monthly University
of Michigan Survey Research Center’s Surveys of Consumers, and the annual
Federal Open Market Committee (FOMC) range as reported to the Congress
in the February testimony that accompanies the Monetary Policy Report to
the Congress. Beginning February 2000, the FOMC began using the personal
consumption expenditures (PCE) price index to report its inflation range; the
FOMC then switched to the PCE chain-type price index excluding food and
energy prices (“core”) beginning July 2004. Accordingly, neither are shown
on this graph. CPI Inflation is the percentage change from a year ago in the
consumer price index for all urban consumers. Real Interest Rates are ex post
measures, equal to nominal rates minus year-over-year CPI inflation.
From 1991 to the present the source of the long-term PCE inflation expectations
data is the Federal Reserve Bank of Philadelphia’s Survey of Professional
Forecasters. Prior to 1991, the data were obtained from the Board of Governors
of the Federal Reserve System. Realized (actual) inflation is the annualized rate
of change for the 40-quarter period that corresponds to the forecast horizon (the
expectations measure). For example, in 1965:Q1, annualized PCE inflation
over the next 40 quarters was expected to average 1.7 percent. In actuality,
the average annualized rate of change measured 4.8 percent from 1965:Q1 to
1975:Q1. Thus, the vertical distance between the two lines in the chart at any
point is the forecast error.
Page 9: FOMC Intended Federal Funds Rate is the level (or midpoint of
the range, if applicable) of the federal funds rate that the staff of the FOMC
expected to be consistent with the desired degree of pressure on bank reserve
positions. In recent years, the FOMC has set an explicit target for the federal
funds rate.
Page 10: Federal Funds Rate and Inflation Targets shows the observed
federal funds rate, quarterly, and the level of the funds rate implied by applying
Taylor’s (1993) equation
ft*= 2.5 + π t –1 + (π t –1 – π* )/2 + 100 × (yt –1 – yt –1P )/2
to five alternative target inflation rates, π* = 0, 1, 2, 3, 4 percent, where ft* is
the implied federal funds rate, π t –1 is the previous period’s inflation rate (PCE)
measured on a year-over-year basis, yt –1 is the log of the previous period’s
level of real gross domestic product (GDP), and yt –1P is the log of an estimate
of the previous period’s level of potential output. Potential Real GDP is
estimated by the Congressional Budget Office (CBO).
Monetary Base Growth and Inflation Targets shows the quarterly growth
of the adjusted monetary base implied by applying McCallum’s (2000, p. 52)
equation
Δbt = Δxt* − Δvta + λ ( Δxt* − Δxt −1 ),
Δxt* = π * + Δyt*
to five alternative target inflation rates, π* = 0, 1, 2, 3, 4 percent, where Δbt
is the implied growth rate of the adjusted monetary base, Δy*t is the 10-year

19

Monetary Trends
moving average growth in real GDP, Δνtα is the average base velocity growth
(calculated recursively), Δxt–1 is the lag growth rate of nominal GDP, and
λ = 0.5.
Page 11: Implied One-Year Forward Rates are calculated by this Bank from
Treasury constant maturity yields. Yields to maturity, R(m), for securities with
m = 1,..., 10 years to maturity are obtained by linear interpolation between
reported yields. These yields are smoothed by fitting the regression suggested
by Nelson and Siegel (1987),
R(m) = a0 + (a1 + a2 )(1 – e–m/50 )/(m/50) – a2 × e–m/50,
and forward rates are calculated from these smoothed yields using equation
(a) in table 13.1 of Shiller (1990),
f(m) = [D(m)R(m) – D(m–1)] / [D(m) – D(m–1)],
where duration is approximated as D(m) = (1 – e –R(m) × m)/R(m). These rates
are linear approximations to the true instantaneous forward rates; see Shiller
(1990). For a discussion of the use of forward rates as indicators of inflation
expectations, see Sharpe (1997). Rates on 3-Month Eurodollar Futures and
Rates on Selected Federal Funds Futures Contracts trace through time the
yield on three specific contracts. Rates on Federal Funds Futures on Selected
Dates displays a single day’s snapshot of yields for contracts expiring in the
months shown on the horizontal axis. Inflation-Indexed Treasury Securities
and Yield Spreads are those plotted on page 3. Inflation-Indexed 10-Year
Government Notes shows the yield of an inflation-indexed note that is
scheduled to mature in approximately (but not greater than) 10 years. The
current French note has a maturity date of 7/25/2015, the current U.K. note
has a maturity date of 4/16/2020, and the current U.S. note has a maturity date
of 5/15/2020. Inflation-Indexed Treasury Yield Spreads and InflationIndexed 10-Year Government Yield Spreads equal the difference between
the yields on the most recently issued inflation-indexed securities and the
unadjusted security yields of similar maturity.
Page 12: Velocity (for MZM and M2) equals the ratio of GDP, measured in
current dollars, to the level of the monetary aggregate. MZM and M2 Own
Rates are weighted averages of the rates received by households and firms
on the assets included in the aggregates. Prior to 1982, the 3-month T-bill
rates are secondary market yields. From 1982 forward, rates are 3-month
constant maturity yields.
Page 13: Real Gross Domestic Product is GDP as measured in chained
2000 dollars. The Gross Domestic Product Price Index is the implicit price
deflator for GDP, which is defined by the Bureau of Economic Analysis,
U.S. Department of Commerce, as the ratio of GDP measured in current
dollars to GDP measured in chained 2005 dollars.
Page 14: Investment Securities are all securities held by commercial banks
in both investment and trading accounts.
Page 15: Inflation Rate Differentials are the differences between the foreign
consumer price inflation rates and year-over-year changes in the U.S. all-items
Consumer Price Index.
Page 17: Treasury Yields are Treasury constant maturities as reported in the
Board of Governors of the Federal Reserve System’s H.15 release.

Sources
Agence France Trésor: French note yields.
Bank of Canada: Canadian note yields.
Bank of England: U.K. note yields.
Board of Governors of the Federal Reserve System:
Monetary aggregates and components: H.6 release. Bank credit and components: H.8 release. Consumer credit: G.19 release. Required reserves,
excess reserves, clearing balance contracts, and discount window borrowing:
H.4.1 and H.3 releases. Interest rates: H.15 release. Nonfinancial commercial paper: Board of Governors website. Nonfinancial debt: Z.1 release.
M2 own rate. Senior Loan Officer Opinion Survey on Bank Lending
Practices.

20

Bureau of Economic Analysis: GDP.
Bureau of Labor Statistics: CPI.
Chicago Board of Trade: Federal funds futures contract.
Chicago Mercantile Exchange: Eurodollar futures.
Congressional Budget Office: Potential real GDP.
Federal Reserve Bank of Philadelphia: Survey of Professional Forecasters
inflation expectations.
Federal Reserve Bank of St. Louis: Adjusted monetary base and adjusted
reserves, monetary services index, MZM own rate, one-year forward rates.
Organization for Economic Cooperation and Development: International
interest and inflation rates.
Standard & Poor’s: Stock price-earnings ratio, stock price composite index.
University of Michigan Survey Research Center: Median expected price
change.
U.S. Department of the Treasury: U.S. security yields.

References
Anderson, Richard G. and Robert H. Rasche (1996a). “A Revised Measure of
the St. Louis Adjusted Monetary Base,” Federal Reserve Bank of St. Louis
Review, March/April, 78(2), pp. 3-13.*
____ and ____(1996b). “Measuring the Adjusted Monetary Base in an Era of
Financial Change,” Federal Reserve Bank of St. Louis Review, November/
December, 78(6), pp. 3-37.*
____ and ____(2001). “Retail Sweep Programs and Bank Reserves, 19941999,” Federal Reserve Bank of St. Louis Review, January/February,
83(1), pp. 51-72.*
____ and ____ , with Jeffrey Loesel (2003). “A Reconstruction of the Federal
Reserve Bank of St. Louis Adjusted Monetary Base and Reserves,”
Federal Reserve Bank of St. Louis Review, September/October, 85(5),
pp. 39-70.*
____ , Barry E. Jones and Travis D. Nesmith (1997). “Special Report: The
Monetary Services Indexes Project of the Federal Reserve Bank of St.
Louis,” Federal Reserve Bank of St. Louis Review, January/February,
79(1), pp. 31-82.*
McCallum, Bennett T. (2000). “Alternative Monetary Policy Rules:
A Comparison with Historical Settings for the United States, the United
Kingdom, and Japa,” Federal Reserve Bank of Richmond Economic
Quarterly, vol. 86/1, Winter.
Motley, Brian (1988). “Should M2 Be Redefined?” Federal Reserve Bank of
San Francisco Economic Review, Winter, pp. 33-51.
Nelson, Charles R. and Andrew F. Siegel (1987). “Parsimonious Modeling of
Yield Curves,” Journal of Business, October, pp. 473-89.
Poole, William (1991). Statement before the Subcommittee on Domestic
Monetary Policy of the Committee on Banking, Finance and Urban Affairs,
U.S. House of Representatives, November 6, 1991. Government Printing
Office, Serial No. 102-82.
Sharpe, William F. (1997). Macro-Investment Analysis, on-line textbook
available at www.stanford.edu/~wfsharpe/mia/mia.htm.
Shiller, Robert (1990). “The Term Structure of Interest Rates,” Handbook of
Monetary Economics, vol. 1, B. Friedman and F. Hahn, eds., pp. 627-722.
Taylor, John B. (1993). “Discretion versus Policy Rules in Practice,” CarnegieRochester Conference Series on Public Policy, vol. 39, pp. 195-214.
Note: *Available on the Internet at research.stlouisfed.org/publications/review/.

Research Division
Federal Reserve Bank of St. Louis