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MonetaryTrends
September 2011

Searching for the Financial Accelerator:
How Credit Affects the Business Cycle

A

1952:Q1
1953:Q3
1955:Q1
1956:Q3
1958:Q1
1959:Q3
1961:Q1
1962:Q3
1964:Q1
1965:Q3
1967:Q1
1968:Q3
1970:Q1
1971:Q3
1973:Q1
1974:Q3
1976:Q1
1977:Q3
1979:Q1
1980:Q3
1982:Q1
1983:Q3
1985:Q1
1986:Q3
1988:Q1
1989:Q3
1991:Q1
1992:Q3
1994:Q1
1995:Q3
1997:Q1
1998:Q3
2000:Q1
2001:Q3
2003:Q1
2004:Q3
2006:Q1
2007:Q3
2009:Q1
2010:Q3

Furthermore, they did so while simultaneously accumulating highly liquid
prominent view in economics is that malfunctioning credit
assets (currency, savings, and checkable deposits). The combination of
markets “are not simply passive reflections of a declining real
these two observations is puzzling if firms are purportedly starving for
economy, but are in themselves a major factor depressing
credit but cannot obtain it.
economic activity.”1 This view has greatly influenced monetary policy.
The implementation of aggressive policies supporting credit markets
A clear example is the recent “Great Recession,” when financial markets
is one possible explanation why credit did not drop more than in previous
became volatile and illiquid and the viability of some of the world’s
crises. It is also possible that shocks affect small and large firms asymmetleading financial institutions was seriously in doubt. Federal Reserve
rically and that aggregate data, as used here, mask such effects. Finally, the
policymakers responded aggressively by lowering interest rates to
recent crisis may have affected very short-term credit instruments that are
near zero, implementing lending facilities, and instituting multiple
not necessarily captured in the quarterly frequency data available from the
rounds of quantitative easing, parts of which were aimed directly at
Fed’s Flow of Funds Accounts statistical release.
supporting the functioning of the financial system.
Analyses linking the performance of financial markets to aggregate
—Adrian Peralta-Alva
economic activity typically have a financial accelerator mechanism at
1 Bernanke, Ben S.; Gertler, Mark and Gilchrist, Simon. “The Financial Accelerator
their core. Fed Chairman Ben Bernanke eloquently summarizes the
workings of this mechanism in a recent speech.2 Here, I interpret movein a Quantitative Business Cycle Framework,” in John B. Taylor and Michael
ments in business credit demand and liquid asset holdings in terms of
Woodford, eds., Handbook of Macroeconomics. Chap. 21. Amsterdam: Elsevier,
this theory.
pp. 1341-393.
The key links between the workings of the financial system and
2 Bernanke, Ben S. “The Financial Accelerator and the Credit Channel.” Presented
real economic activity are easily understood. Entrepreneurs may develop
at the Federal Reserve Bank of Atlanta Conference, Credit Channel of Monetary
profitable projects and firms may find it profitable to expand or invest
Policy in the Twenty-First Century, June 15, 2007; www.federalreserve.gov/
more. Both actions typically require tapping credit markets to obtain
newsevents/speech/Bernanke20070615a.htm.
required resources. Access to credit, however, is limited by the presence
of asymmetric information and principal-agent problems, which are
natural in credit relations. Financial institutions appropriately monitor borrowers to help overcome these
Net Changes in Credit Market Instruments and Liquid Assets
frictions.
(nonfinancial
business sector)
Because of the costs incurred by lenders to monitor
borrowers, external financing is generally costlier than
Net Changes in Credit Market Instruments/Income Before Taxes
internal financing. This external finance premium is
1.0
negatively related to the borrower’s net worth and overall financial position. This relationship creates a mech0.8
anism of financial acceleration. Any shock that affects
the financial position of the firm affects its borrowing
capacity, which in turn affects its profitability and,
0.6
ultimately, its financial position. Shocks that otherwise
would be short-lived may be easily amplified through
0.4
this channel.
Two natural implications of the accelerator mecha0.2
nism are that (i) crises with high financial distress should
be associated with relatively larger declines in credit and
0
(ii) a decline in credit should be associated with a decline
in holdings of liquid assets. The chart shows the ratio
of net changes in credit market instruments (including
–0.2
bank loans, commercial paper, and corporate bonds) to
income before taxes for the U.S. nonfinancial business
–0.4
sector. Credit declined quite substantially during the
Great Recession, as the theory predicts, given the distressed financial markets. However, the net change in
credit does not seem particularly different from the two
NBER Recession
Liquid Assets
Credit Market Instruments
previous recessions, which were milder and not obviNOTE: NBER, National Bureau of Economic Research.
ously driven by financial distress. Of note, not only did
SOURCE: Federal Reserve Statistical Release Z.1: Flow of Funds Accounts of the United States
(www.federalreserve.gov/releases/z1/).
credit decline from 2008 to 2009, but firms also started
repaying their debts (the change is negative).
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
08/16/11

Monetary Trends

M2 and MZM

Treasury Yield Curve

Billions of dollars

Percent
3.9

11000

Week Ending Friday:
08/13/10
07/15/11
08/12/11

10000

MZM

2.9

9000

M2

1.9

8000

7000

0.9

2008

2009

2010

5y

2011

7y

10y

Adjusted Monetary Base

Real Treasury Yield Curve

Percent change at an annual rate

Percent

400

2

300

200

20y

Week Ending Friday:
08/13/10
07/15/11
08/12/11

1

100

0

0

-100

-200

-1

2008

2009

2010

5y

2011

Reserve Market Rates

7y

10y

20y

Inflation-Indexed Treasury Yield Spreads

Percent

Percent

5

2.7

Effective Federal Funds Rate
Intended Federal Funds Rate
4

Week Ending Friday:
08/13/10
07/15/11
08/12/11

2.2

3

2
1.7

Primary Credit Rate
1

0

1.2

2008

2009

2010

2011

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
08/16/11

Monetary Trends
M1
Percent change from year ago
21
14
7
0
-7
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

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
94

95

96

M2
Percent change from year ago
12
9
6
3
0
-3
94

95

96

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
08/16/11

Monetary Trends

Adjusted Monetary Base
Percent change from year ago
120
100
80
60
40
20
0
-20
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

11

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
2004

2005

2006

2007

2008

2009

2010

2011

2008

2009

Small Denomination Time Deposits

Checkable Deposits

Percent change from year ago

Percent change from year ago

2010

2011

2010

2011

2010

2011

30

25.0
12.5

20
0.0
10
-12.5
-25.0

0
2008

2009

2010

2011

2008

2009

Money Market Mutual Fund Shares

Savings Deposits

Percent change from year ago

Percent change from year ago

60

20
15

30
10

Institutional Funds
0

5

Retail Funds
-30

0
2008

2009

2010

2011

2008

2009

Research Division
Federal Reserve Bank of St. Louis

5

updated through
08/16/11

Monetary Trends
Adjusted and Required Reserves
Billions of dollars
1800

1200

600

Required
|
|
|

Adjusted
0
94

95

96

97

98

99

00

01

02

Total Borrowings, nsa

03

04

05

06

07

08

09

10

11

Excess Reserves plus RCB Contracts

Billions of dollars

Billions of dollars

450

2000
1500

300
1000
150
500
0

0
2004

2005

2006

2007

2008

2009

2010

2011

00

01

2004

2005

2006

2007

2008

2009

2010

2011

04

05

06

07

08

09

10

11

07

08

09

10

11

* Data exclude term auction credit

Nonfinancial Commercial Paper
Percent change from year ago
60
30
0
-30
-60
94

95

96

97

98

99

02

03

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
94

95

96

97

98

99

00

01

02

03

04

05

06

Research Division

6

Federal Reserve Bank of St. Louis

updated through
08/16/11

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
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

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

90
60
30
0
-30
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

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

80
60
40
20
0
-20
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

08

09

10

11

Net Percentage of Domestic Banks Tightening Standards for Consumer Loans
Percentage

90
60

Credit Card Loans
30
0

Other Consumer Loans
-30
94

95

96

97

98

99

00

01

02

03

04

05

06

07

Research Division
Federal Reserve Bank of St. Louis

7

updated through
08/02/11

Monetary Trends

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

CPI Inflation

5

Humphrey-Hawkins CPI Inflation Range
4
3
2

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

1

University of
Michigan

0
-1
-2

Federal Reserve Bank
of Philadelphia
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

11

10

12

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

4

4

10-Year less 3-Month T-Bill

1-Year Treasury Yield
2
2

0

10-Year less
3-Year Note

0

3-Year less 3-Month T-Bill

-2

Federal Funds Rate
-2

02

03

04

05

06

07

08

09

10

11

-4

02

03

04

05

06

07

08

09

10

11

Research Division

8

Federal Reserve Bank of St. Louis

updated through
08/02/11

Monetary Trends

Short-Term Interest Rates
Percent
12
10
8

90-Day Commercial Paper

6

Prime Rate

4

3-Month Treasury Yield

2
0
-2
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

08

09

10

11

Long-Term Interest Rates
Percent
10

6
4

Conventional Mortgage

||
|
|
|
|
|

8

Corporate Aaa
10-Year Treasury Yield

2
94

95

96

97

98

99

00

01

02

03

04

05

06

07

Long-Term Interest Rates

Short-Term Interest Rates

Percent

Percent

10

4

8

3

Corporate Baa

90-Day Commercial Paper

6

2

3-Month
Treasury Yield

10-Year Treasury Yield
4

1

2

|
|
|

0
2008

2009

2010

2011

2008

2009

2010

2011

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

Intended Federal
Funds Rate

6

Discount Rate

4

Primary Credit
Rate

2
0
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

Research Division
Federal Reserve Bank of St. Louis

9

updated through
08/16/11

Monetary Trends
Federal Funds Rate and Inflation Targets
Percent
10

4% 3% 2% 1% 0%

Target Inflation Rates

5

Actual
0

-5
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

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
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

See notes section for further explanation.

Monetary Base Growth and Inflation Targets
Percent
30

Target Inflation Rates

15

0% 1% 2% 3% 4%

Actual

0

-15
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

Calculated base growth is based on McCallum's rule. Actual base growth is percent change from the previous quarter. Stars represent actual values for
2008:Q4, 2009:Q1, 2009:Q4, 2011:Q1, 2011:Q2 and are 188.02 percent, 60.74 percent, 56.52 percent, 45.94 percent, and 58.74 percent, respectively.

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

Percent

15

10

Recursive Average

10-Year
Moving Average

|

0

|
||

5
-15
-30

0

-45

1-Year
Moving Average

-60

Quarter to Quarter
Growth Rate

-5

-75

-10
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

Research Division

10

Federal Reserve Bank of St. Louis

updated through
08/16/11

Monetary Trends

Implied One-Year Forward Rates

Rates on 3-Month Eurodollar Futures

Percent
7

Percent, daily data
0.48

Week Ending:
08/13/10
07/15/11
08/12/11

6
5

0.43

4

Oct 2011

0.38

3

Sep 2011

2

0.33

1

Aug 2011

0

2y

5y

3y

7y

10y

0.28
06/13

Rates on Selected
Federal Funds Futures Contracts

06/20

06/27

07/04

07/11

07/18

07/25

08/01

08/08

08/15

Rates on Federal Funds Futures
on Selected Dates

Percent, daily data

Percent

0.16

0.16

06/17/2011
0.14

Oct 2011

07/15/2011

0.13

Sep 2011
0.12

0.10
0.10

08/12/2011

Aug 2011

0.08

0.07
06/13

06/20

06/27

07/04

07/11

07/18

07/25

08/01

08/08

Aug

08/15

Sep

Oct

Nov

Jan

Dec

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
2009

15
10

2010
.

2011

2012

5

Maturity

20

-3.00
2009

15
10

2010

2011

.

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

2012

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
3

4
3

2

2

U.S.

U.S.

1

1

0
0

-1
2007

2008

2009

2010

2011

2007

2008

2009

2010

2011

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
08/16/11

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
12419

94

12784

95

13149

96

13515

97

13880

98

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

11

18993

Interest Rates
Percent
8

6

3-Month T-Bill
4

M2 Own
2

MZM Own
0

94

95

96

97

98

99

00

01

02

03

05

06

07

08

09

10

MZM Velocity and Interest Rate Spread

M2 Velocity and Interest Rate Spread

Ratio Scale

Ratio Scale

3.50

11

2.25

Velocity = Nominal GDP / M2

Velocity = Nominal GDP / MZM

04

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
08/16/11

Monetary Trends

Gross Domestic Product
Percent change from year ago
10
8
6
4
2
0
-2
-4
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

99

00

01

02

03

04

05

06

07

08

09

10

11

Dashed lines indicate 10-year moving averages.

Real Gross Domestic Product
Percent change from year ago
6
3
0
-3
-6
94

95

96

97

98

Dashed lines indicate 10-year moving averages.

Gross Domestic Product Price Index
Percent change from year ago
5
4
3
2
1
0
94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

99

00

01

02

03

04

05

06

07

08

09

10

11

Dashed lines indicate 10-year moving averages.

M2
Percent change from year ago
12
9
6
3
0
94

95

96

97

98

Dashed lines indicate 10-year moving averages.

Research Division
Federal Reserve Bank of St. Louis

13

updated through
08/16/11

Monetary Trends
Bank Credit
Percent change from year ago
15
10
5
0
-5
-10
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2008

2009

2010

2011

2009

2010

2011

Investment Securities in Bank Credit at Commercial Banks
Percent change from year ago
20
15
10
5
0
-5
2002

2003

2004

2005

2006

2007

Total Loans and Leases in Bank Credit at Commercial Banks
Percent change from year ago
15
10
5
0
-5
-10
-15
2002

2003

2004

2005

2006

2007

2008

Commercial and Industrial Loans at Commercial Banks
Percent change from year ago
30
15
0
-15
-30
2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

Research Division

14

Federal Reserve Bank of St. Louis

updated through
08/16/11

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

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

09

10

11

Recent Inflation and Long-Term Interest Rates
Consumer Price
Inflation Rates
Percent change from year ago
2010Q3
2010Q4
2011Q1

Long-Term
Government Bond Rates
2011Q2

Apr11

Percent
May11
Jun11

Jul11

United States

1.22

1.20

2.17

3.33

3.46

3.17

3.00

3.00

Canada

1.83

2.27

2.60

3.36

3.35

3.16

3.00

2.95

France

1.53

1.65

1.81

2.07

3.69

3.49

3.43

.

Germany

1.18

1.49

2.08

2.35

3.34

3.06

2.89

2.74

Italy
Japan
United Kingdom

1.62

1.79

2.34

2.67

4.84

4.76

4.82

.

-0.80

0.10

0.03

0.27

1.22

1.12

.

.

3.09

3.36

4.13

4.37

3.75

3.49

3.39

.

* Copyright , 2011, Organisation for Economic Cooperation and Development, OECD Main Economic Indicators (www.oecd.org).

Inflation and Long-Term Interest Rate Differentials
Percent

Percent

2

4

Canada

Germany

U.K.

Germany
2
0

U.K.
Canada
0

-2
-2

Japan

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

Japan
-4

2008

2009

2010

2011

2008

2009

2010

2011

Research Division
Federal Reserve Bank of St. Louis

15

updated through
08/16/11

Monetary Trends
Money Stock

Bank

Adjusted

Credit

Monetary Base

M1

MZM

M2

M3*

Reserves

MSI M2**

2006.

1374.189

7001.848

6866.561

10270.74

7694.074

835.035

94.908

.

2007.

1372.136

7636.260

7299.210

.

8461.299

850.529

94.146

.

2008.

1433.140

8709.498

7818.267

.

9062.465

1010.131

232.536

.

2009.

1636.852

9543.295

8434.306

.

9170.372

1796.544

944.774

.

2010.

1740.808

9533.956

8624.882

.

9141.833

2031.704

1144.131

.

2009

1

1577.914

9402.331

8354.439

.

9282.676

1662.910

820.582

.

.

2

1624.149

9586.836

8426.964

.

9255.248

1763.620

917.025

.

.

3

1660.872

9605.995

8446.243

.

9136.652

1747.189

895.450

.

.

4

1684.474

9578.020

8509.576

.

9006.912

2012.459

1146.039

.

2010

1

1698.897

9475.708

8505.431

.

8922.244

2089.193

1217.050

.

.

2

1708.658

9417.419

8560.186

.

9210.437

2034.300

1158.475

.

.

3

1747.268

9534.782

8655.011

.

9212.451

2003.663

1117.953

.

.

4

1808.411

9707.913

8778.900

.

9222.199

1999.660

1083.047

.

2011

1

1870.223

9797.337

8888.794

.

9162.361

2243.008

1310.581

.

.

2

1925.759

10039.92

9031.673

.

9170.455

2597.878

1647.759

.

2009

Jul

1661.505

9638.678

8454.482

.

9200.259

1693.714

841.482

.

.

Aug

1655.340

9588.082

8430.323

.

9151.857

1728.117

879.597

.

.

Sep

1665.770

9591.224

8453.924

.

9057.841

1819.736

965.271

.

.

Oct

1679.853

9584.743

8484.315

.

8975.719

1975.378

1122.203

.

.

Nov

1679.941

9582.970

8513.822

.

9038.296

2044.688

1182.381

.

.

Dec

1693.627

9566.347

8530.591

.

9006.722

2017.311

1133.534

.

2010 Jan

1681.135

9482.865

8467.609

.

8940.781

2010.111

1105.468

.

.

Feb

1703.433

9507.608

8535.307

.

8881.908

2150.926

1296.207

.

.

Mar

1712.122

9436.651

8513.376

.

8944.043

2106.541

1249.475

.

.

Apr

1698.965

9399.374

8524.135

.

9262.173

2044.317

1179.157

.

.

May

1704.092

9415.482

8563.592

.

9208.606

2034.566

1149.889

.

.

Jun

1722.917

9437.400

8592.831

.

9160.532

2024.018

1146.379

.

.

Jul

1726.024

9467.029

8608.783

.

9199.941

2015.197

1131.110

.

.

Aug

1746.429

9532.627

8654.303

.

9227.316

2014.643

1133.740

.

.

Sep

1769.350

9604.690

8701.947

.

9210.095

1981.149

1089.008

.

.

Oct

1779.432

9659.486

8742.448

.

9231.310

1998.502

1099.711

.

.

Nov

1817.343

9715.258

8780.476

.

9228.827

1991.154

1076.436

.

.

Dec

1828.458

9748.996

8813.777

.

9206.459

2009.323

1072.995

.

2011 Jan

1850.504

9741.745

8838.362

.

9189.682

2057.166

1095.886

.

.

Feb

1871.679

9791.719

8899.747

.

9151.164

2243.621

1327.482

.

.

Mar

1888.487

9858.548

8928.272

.

9146.238

2428.238

1508.374

.

.

Apr

1898.622

9948.833

8963.725

.

9178.868

2531.680

1599.150

.

.

May

1931.239

10044.69

9019.840

.

9175.699

2590.384

1627.402

.

.

Jun

1947.416

10126.23

9111.454

.

9156.798

2671.569

1716.724

.

.

Jul

2006.204

10298.71

9313.437

.

9206.707

2703.615

1738.123

.

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
08/09/11

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

2006.
2007.
2008.
2009.
2010.

4.96
5.02
1.93
0.16
0.17

5.96
5.86
2.39
0.50
0.72

7.96
8.05
5.09
3.25
3.25

5.15
5.27
2.97
0.56
0.31

4.85
4.47
1.39
0.15
0.14

4.77
4.34
2.24
1.43
1.11

4.79
4.63
3.67
3.26
3.21

5.59
5.56
5.63
5.31
4.94

4.15
4.13
4.58
4.27
3.90

6.41
6.34
6.04
5.04
4.69

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
4

0.13
0.19
0.19
0.19

0.61
0.75
0.75
0.75

3.25
3.25
3.25
3.25

0.21
0.42
0.34
0.28

0.11
0.15
0.16
0.14

1.47
1.38
0.83
0.74

3.72
3.49
2.79
2.86

5.29
5.04
4.58
4.86

3.93
3.83
3.58
4.24

5.00
4.91
4.45
4.41

2011
.

1
2

0.16
0.09

0.75
0.75

3.25
3.25

0.28
0.22

0.13
0.05

1.16
0.95

3.46
3.21

5.13
5.04

4.71
4.50

4.85
4.66

2009 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
Nov
Dec

0.19
0.19
0.18

0.75
0.75
0.75

3.25
3.25
3.25

0.27
0.27
0.30

0.13
0.14
0.14

0.57
0.67
0.99

2.54
2.76
3.29

4.68
4.87
5.02

3.62
4.44
4.67

4.23
4.30
4.71

2011 Jan
. Feb
. Mar

0.17
0.16
0.14

0.75
0.75
0.75

3.25
3.25
3.25

0.29
0.28
0.28

0.15
0.13
0.10

1.03
1.28
1.17

3.39
3.58
3.41

5.04
5.22
5.13

4.86
4.79
4.47

4.76
4.95
4.84

.
.
.

Apr
May
Jun

0.10
0.09
0.09

0.75
0.75
0.75

3.25
3.25
3.25

0.23
0.21
0.22

0.06
0.04
0.04

1.21
0.94
0.71

3.46
3.17
3.00

5.16
4.96
4.99

4.93
4.33
4.23

4.84
4.64
4.51

.

Jul

0.07

0.75

3.25

0.24

0.04

0.68

3.00

4.93

4.31

4.55

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

Research Division
Federal Reserve Bank of St. Louis

17

updated through
08/16/11

Monetary Trends

M1

MZM

M2

M3*

Percent change at an annual rate

2006.
2007.
2008.
2009.
2010.

0.19
-0.15
4.45
14.21
6.35

4.34
9.06
14.05
9.57
-0.10

5.25
6.30
7.11
7.88
2.26

4.95
.
.
.
.

2009
.
.
.

1
2
3
4

12.72
11.72
9.04
5.68

18.08
7.85
0.80
-1.16

12.45
3.47
0.92
3.00

.
.
.
.

2010
.
.
.

1
2
3
4

3.42
2.30
9.04
14.00

-4.27
-2.46
4.98
7.26

-0.19
2.58
4.43
5.73

.
.
.
.

2011
.

1
2

13.67
11.88

3.68
9.90

5.01
6.43

.
.

2009 Jul
. Aug
. Sep

7.05
-4.45
7.56

0.48
-6.30
0.39

-0.03
-3.43
3.36

.
.
.

Oct
Nov
Dec

10.15
0.06
9.78

-0.81
-0.22
-2.08

4.31
4.17
2.36

.
.
.

2010 Jan
. Feb
. Mar

-8.85
15.92
6.12

-10.47
3.13
-8.96

-8.86
9.59
-3.08

.
.
.

.
.
.

.
.
.

Apr
May
Jun

-9.22
3.62
13.26

-4.74
2.06
2.79

1.52
5.55
4.10

.
.
.

.
.
.

Jul
Aug
Sep

2.16
14.19
15.75

3.77
8.31
9.07

2.23
6.35
6.61

.
.
.

.
.
.

Oct
Nov
Dec

6.84
25.57
7.34

6.85
6.93
4.17

5.59
5.22
4.55

.
.
.

2011 Jan
. Feb
. Mar

14.47
13.73
10.78

-0.89
6.16
8.19

3.35
8.33
3.85

.
.
.

.
.
.

Apr
May
Jun

6.44
20.62
10.05

10.99
11.56
9.74

4.77
7.51
12.19

.
.
.

.

Jul

36.23

20.44

26.60

.

*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 11/15/2020. 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