November 12, 2024

An Update to Measuring the U.S. Monetary Aggregates

Heather Ford and Mary-Frances Styczynski1

On November 20, 2024, Table 1 was updated to include the "Less Federal Reserve float." row in the "Demand deposits, adjusted" component.

In 1994, a symposium was held on the measurement of the U.S. monetary aggregates. As a result of this symposium, the main components and data sources used at the time to construct the U.S. monetary aggregates were documented for posterity in A Historical Perspective on the Federal Reserve's Monetary Aggregates: Definition, Construction and Targeting by Richard Anderson and Kenneth Kavajecz. Since the 1990s, the U.S. monetary aggregates evolved further, with a major redefinition in May 2020. This note provides an updated look at the U.S. monetary aggregates since the early 1990s and puts forth some ideas on how the aggregates may evolve in the future.

Aggregates from 1990s to April 2020

In analyzing the behavior of money held by the public, the Federal Reserve tracked three different monetary aggregates: M1, M2, and M3. M1 represented forms of money used in everyday transactions. At this time, M1 included money stock currency, demand deposits (adjusted) at commercial banks and U.S. branches and agencies of foreign banks and other checkable deposits (OCD). OCD included checking-like accounts (e.g., negotiable order of withdrawal, or NOW, and automatic transfer service, or ATS, accounts) at all institutions on which a depository institution reserved the right to require seven days' written notice prior to withdrawal. This component also included demand deposits at thrift institutions (i.e., savings and loan associations and credit unions).

M2 was a broader version of the monetary aggregates than M1 and included components that were less liquid than those in M1 and often used as short-term savings vehicles. Non-M1 M2 components included savings deposits, small time deposits, and retail money market funds. Savings deposits covered accounts that a depository institution reserved the right to require seven days written notice prior to withdrawal and that were subject to the six-convenient transfer limit (see box below for more detail). Small time deposits covered certificates of deposit (CDs) with terms longer than seven days and valued in amounts less than $100,000. The $100,000 threshold was set to distinguish retail holdings of CDs from institutional holdings. The distinction between retail and institutional CDs was based on the size of the CD. Institutional CDs were defined as those that fell into the category of jumbo CDs as defined by the banking industry, so those CDs greater than or equal to $100,000. This distinction was not established to track the standard deposit insurance limit, and thus, did not increase when the deposit insurance limit increased from $100,000 to $250,000 in 2008.2 Retail money market funds were measured as net assets at money funds held by retail customers.

Due mainly to the principal data source for the construction of the monetary aggregates serving a dual purpose, some netting of collected amounts were performed.3 Certain deposits were netted from the above M1 and M2 components owing to the type of depositor, account, or currency denomination. The netting attempted to produce monetary aggregates that were liquid sums of money held largely by retail depositors denominated in U.S. currency. Specific netting that was done included the subtraction of foreign official and international deposits from demand deposits (adjusted); foreign currency denominated deposits from deposit-related components of M1 and M2; and IRA and Keogh account balances at commercial banks and thrift institutions from small time deposits and similarly IRA and Keogh account balances at money market funds from retail money market funds.4

What was the six-convenient transfer limit?

The six-convenient transfer limit was a limit on the number of transactions per month a customer could make from their savings account. The limit was established in Regulation D, Reserve Requirements of Depository Institutions, and was historically set to six. The term "convenient" referred to on-line transfers. A customer could make an unlimited number of inconvenient transfers—that is in person using a bank teller or an ATM. If a customer violated the transfer limit, then the depository institution in question could no longer report the customer's balances as a savings account. Rather the depository institution would have to report the balances as a transaction account that would be subject to the Federal Reserve's mandatory reserve requirement. Depository institutions viewed reserve requirements as a tax and worked to keep their transaction accounts as small as possible.

M3 was the broadest form of money at the time and consisted of M2 plus institutional money funds, large time deposits, repurchase agreements, and certain Eurodollar accounts. Institutional money market funds were measured as net assets at money funds held by institutional customers. Large time deposits captured time deposits held at depository institutions with values greater than or equal to $100,000. Repurchase agreements represented liabilities of depository institutions, in denominations of $100,000 or more, on U.S. government and federal agency securities, excluding those amounts held by depository institutions, the U.S. government, foreign banks and official institutions, and money market mutual funds. Eurodollars measured balances held by U.S. addressees at foreign branches of U.S. banks worldwide and at all banking offices in the United Kingdom and Canada, excluding those amounts held by depository institutions, the U.S. government, foreign banks and official institutions, and money market mutual funds.5

M3 was discontinued in 2006 because the Federal Reserve Board judged that the aggregate did not improve upon the information already provided via M2 and did not inform the monetary policy process.6 After 2006, the Federal Reserve published two aggregates and their components: M1 and M2. The definition and construct of the monetary aggregates remained stable from 2006 until May 2020 apart from a small redefinition of M1 in 2019. M1 was revised in January 2019 to discontinue the recording of the outstanding amount of U.S. dollar-denominated traveler's checks of nonbank issuers.7

Today's Aggregates: May 2020 to the present

In March 2020, the Federal Reserve lowered the ratios on reserve requirements to zero percent, effectively eliminating reserve requirements for depository institutions.8 The Federal Reserve took this action to ensure banks were able to provide as much liquidity as possible to the economy during the early days of the pandemic. This decision impacted the monetary aggregates indirectly by calling into question the need for the six-convenient transfer limit from savings deposits as there was no longer a need to distinguish between transaction accounts and savings deposits.

In April 2020, the Federal Reserve eliminated the six-convenient transfer limit.9 By regulation, a savings deposit at a depository institution was now defined as an account that the bank may require seven days written notice before a withdrawal. The transfer limit concept disappeared from a regulatory perspective. The definitional change took effect in May 2020. The regulatory definitional change did not necessarily change bank practices. Depository institutions could choose to continue to impose the six-convenient transfer limit, but the limit would no longer be required by regulation. The question then became where saving deposits should be placed in the monetary aggregates: should it remain in M2 or move to M1? The liquidity of a savings deposit increased after the removal of the six-convenient transfer limit, and it definitionally appeared similar to OCD – a M1 component. Savings deposits were moved to M1 and a new component, called other liquid deposits, was created to combine saving deposits and OCD given the similarities in definitions.

Reflecting these changes, M1 expanded in May 2020 to cover money stock currency, demand deposits (adjusted), and other liquid deposits. The non-M1 M2 components were left as small time deposits and retail money market funds. Table 1 provides a consolidated look at the definition, frequency, and sources used to produce today's monetary aggregates. Many of the components rely on a mixture of weekly and quarterly data sources. For instance, the new component, other liquid deposits, relies on weekly and quarterly data. The weekly data are collected from the FR 2900, the "Report of Deposits and Vault Cash". Daily data for a report week is collected once a week from a select group of depository institutions.10 To estimate the monetary aggregates for the entire banking system, quarter-end data from the quarterly Call Reports are used.11

Table 1: Today's Aggregates: Components and Data Sources
Aggregate Component Definition Frequency Sources
M1 Money Stock Currency Total Federal Reserve notes and coin. Daily Internal Federal Reserve Accounting Records
Less cash held in vaults of depository institutions. Weekly FR 2900
Quarterly Call Reports
Demand deposits, adjusted Accounts payable on demand less cash items in the process of collection at commercial banks and U.S. branches and agencies of foreign banks. Weekly FR 2900
Quarterly Call Reports
Less Federal Reserve float. Daily Internal Federal Reserve Accounting Records
Less deposits held by foreign and official institutions. Quarterly Call Reports
Less foreign denominated deposits. Quarterly FR 2915
Other liquid deposits Accounts payable on demand less cash items in the process of collection at thrift institutions. Plus, accounts where a depository institution reserves the right to require 7-day notice prior to withdrawal at all depository institutions. Weekly FR 2900
Quarterly Call Reports
Less foreign denominated deposits. Quarterly FR 2915
M2 Small time deposits Time deposits with terms greater than 7 days and values less than $100,000 at all depository institutions. Weekly FR 2900
Quarterly Call Reports
Less all IRA and Keogh account balances at commercial banks and thrift institutions. Quarterly Call Reports
Less foreign denominated deposits. Quarterly FR 2915
Retail money market funds Net assets held at money funds by retail customers. Weekly Investment Company Institute
Less IRA and Keogh account balances at money market mutual funds. Quarterly Investment Company Institute

What the future may hold?

The definition and the construct of M1 and M2 was stable over the last three decades up until May 2020, when there was a major redefinition of savings deposits. The future may again be stable or could have changes given technological developments in the payments system. For example, where would digital currencies or stablecoins with similar liquidity characteristics to commercial bank deposits belong in the monetary aggregates? These and other developments around money remain top of mind for staff, and we will continue to track developments to determine how the monetary aggregates need further refinement.

References

Anderson, Richard, Kavajecz, Kenneth (1994). "A Historical Perspective on the Federal Reserve's Monetary Aggregates: Definition, Construction and Targeting." March/April. Federal Reserve Bank of St. Louis Review, pp 1-66.

Federal Deposit Insurance Corporation (2010). "Basic FDIC Insurance Coverage Permanently Increased to $250,000 Per Depositor." July 21. Press Release.

Federal Reserve Board (2006). "Discontinuance of M3." March 9. Press Release.

Federal Reserve Board (2018). "Special Notice." December 18. Announcements.

Federal Reserve Board (Mar 2020). "Federal Reserve Actions to Support the Flow of Credit to Households and Businesses." March 15. Press Release.

Federal Reserve Board (Apr 2020). "Federal Reserve Board announces interim final rule to delete the six-per-month limit on convenient transfers from the "savings deposit" definition in Regulation D." April 24. Press Release.

Federal Reserve Board (Dec 2020). "Revisions to the H.6 Statistical Release." December 17. Announcements.

Federal Reserve Board (2021). "First Monthly H.6 Statistical Release." February 23. Announcements.


1. The views presented here are those of the authors and do not necessarily reflect those of the Federal Reserve Board or its staff. We thank James Clouse, Margret DeBoer and Matt Malloy for helpful comments. Return to text

2. The insurance limit was raised temporarily in 2008 and then this was made permanent in 2010. Federal Deposit Insurance Corporation (2010). Return to text

3. The FR 2900 ("Report of Deposits and Vault Cash") was used to construct the monetary aggregates and to administer reserve requirements. As a result, the report's item definitions were broad and contained some amounts that did not fit the monetary aggregate definitions. Return to text

4. IRA and Keoghs are retirement related accounts. IRA stands for "individual retirement account" and Keogh are also known as HR 10 plans. IRA and Keogh account balances have limitations on when they can be used, and as such, are not considered liquid enough for inclusion in M2. Return to text

5. Definitions of M3 items sourced from H.6 statistical release. Return to text

6. Federal Reserve Board (2006). Return to text

7. The item was discontinued because, at the time, "nonbank traveler's checks have fallen steadily for many years to a point at which they represent an immaterial share of the monetary aggregates" (FRB (2018)). Return to text

8. FRB (Mar 2020). Return to text

9. FRB (Apr 2020). Return to text

10. This group is identified each year based on the size of their M2 deposits against a reporting threshold. Return to text

11. The term "Call Reports" refers to the commercial bank Consolidated Reports of Condition and Income (FFIEC 031, FFIEC 041, and FFIEC 051) and the credit union Statement of Financial Condition (NCUA 5300). Return to text

12. The FR 2915 is the Report of Foreign (Non-U.S.) Currency Deposits and is collected quarterly by the Federal Reserve. Return to text

Please cite this note as:

Ford, Heather, and Mary-Frances Styczynski (2024). "An Update to Measuring the U.S. Monetary Aggregates," FEDS Notes. Washington: Board of Governors of the Federal Reserve System, November 12, 2024, https://doi.org/10.17016/2380-7172.3646.

Disclaimer: FEDS Notes are articles in which Board staff offer their own views and present analysis on a range of topics in economics and finance. These articles are shorter and less technically oriented than FEDS Working Papers and IFDP papers.

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Last Update: November 20, 2024