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P 
Estimating the Volume of Payments-Driven Revenues

Tara Rice
Kristin Stanton

Emerging Payments Occasional Papers Series
2003-1C

Estimating the Volume of Payments-Driven Revenues
Tara Rice*
and
Kristin Stanton

Abstract
This paper estimates the volume of payments-driven revenues at the top 40 domestic BHCs and
builds on the statistical summaries that Radecki (1999) compiles from the top 25 BHCs in 1996. We
replicate Radecki’s 1996 results, but find that they overstate payments-driven revenues by including
entire revenue sources that are not entirely payments-driven. We offer a modified definition of
payments-driven revenue and re-estimate BHC payments-driven revenue for the top 40 BHCs. Our
modified estimation method suggests that on average 16 percent of the operating revenue of the top
40 BHCs is derived from payments-related activities.

Economist and former Financial Analyst, respectively, Federal Reserve Bank of Chicago. *Corresponding author. Email:
t ara.rice@chi.frb.org. The authors thank Zoriana Kurzeja for excellent research assistance; Robert DeYoung, Ed Green,
Cathy Lemieux, Bob Chakravorti, Paul Kellogg and Victor Stango for helpful comments and Michelle Coussens for
support. The views expressed are those of the authors and do not represent the views of the Federal Reserve Bank of
Chicago or the Board of Governors of the Federal Reserve System.

Estimating the Volume of Payments-Driven Revenues
1. Introduction
The payments system in the US has undergone dramatic changes in the last decade, due t o
advances in technology, financial institution deregulation and financial market innovation (Berger,
Hancock and Marquardt, 1996) 1 . This has given nonbanks the opportunity to enter in to a rapidlychanging market and given banks and bank holding companies the opportunity to enter into new and
evolving lines of business closely related to traditional bank functions and activities2 .
Thus, interest in payments systems has increased in the last several years, evidenced by the
abundance of studies on payments systems, the focus of the Bank for International Settlements on
payments and settlements systems, and recent bank recognition of payments as a revenue stream
(The American Banker, 03/04/03).

3

Leonard Heckwolf, senior vice president of Bank One

acknowledges that “only within the last two to three years has there been a realization of the
importance of payments,” and that Bank One puts a very high emphasis on payments as a source of
revenue (American Banker 03/02/03).
A Federal Reserve Bank of New York study in 1999, using 1996 data, estimates that the top
25 US banks derived between one third and two-fifths of their operating revenue from paymentsrelated activities (Radecki, 1999), where operating revenue is total noninterest income plus net
interest income minus provisions for loan losses. While thorough in his description of paymentsrelated revenue, Radecki (1999) lacks a large sample from which to draw inferences and bases his
analysis mainly on annual report data, which may vary from firm to firm.
This paper updates and improves on Radecki’s 1999 study by estimating the volume of
payments-driven revenues at the top 40 Bank Holding Companies (BHCs) and building on the
statistical summaries that Radecki compiles from the top 25 BHCs in 1996. More significantly, it
measures payments-driven revenue using the Consolidated Reports of Condition and Income, the
1

The payments system is defined as a set of instruments, banking procedures and interbank funds transfer systems
that ensure the circulation of money (Bank for International Settlements, 2001).
2
A nonbank is defined as any firm that is not a depository institution.

1

required financial reports that US banks and BHCs must complete. Measurement of payments-related
revenues using a consistent data set will allow analysis across a large sample of bank holding
companies.
Hancock and Humphrey (1998) note that studies on the costs and revenues of payment
systems, notably check processing, have focused on Federal Reserve facilities, since data on bank
operations are unavailable. Although 85% of banks surveyed by a Boston Consulting Group Study
(2003) consider payments-related services an important source of income, only 30% of those banks
are able to monitor or measure the channels generating that revenue.
In 2001, however, the Federal Financial Institutions Examination Council (FFIEC)
implemented changes to the bank and BHC regulatory report forms, and now requires additional
information on payments-derived revenues.

For example, the bank reporting forms require

information on ATM fees and introduced finer reporting of both interest and noninterest income.
The bank form is the “Consolidated Report of Condition and Income” or call report. The BHC form
is the “Consolidated Financial Statement for Bank Holding Companies” or the Y9.
More detailed reporting of bank and BHC income, along with efforts to accurately measure
bank’s payments-related revenues, will aid bankers and regulators in better assessing the profitability
and risks associated with the important business line of payment systems.

2. Definition of Retail Payment Services (Radecki, 1999)
To empirically examine the contribution of payment services to total BHC operating
revenue, we first define payment services based on Radecki’s (1999) definition. We focus this study
specifically on retail-based payments services.
Radecki (1999) refers to narrowly-defined payment services as those associated mainly with
traditional deposit accounts.

He adds, however, that transactions services performed outside a

deposit account that are similar to deposit account payment services should also be included in the
3

Berger, Hancock and Marquart (1998), Hancock and Humphrey (1998), Furst, Lang and Nolle (1998), Radecki

2

definition of payment services. Radecki, therefore, includes those payments-driven revenues that are
arguably or defensibly defined as payments related and defines payment services as the transfer of
money
(A) held in a deposit account,
(B) held in a custodial account, and
(C) in accord with the terms of a credit agreement.
Based on Radecki’s (1999) definition of payment services, we define payment services-driven
revenue as comprised of the following four types of payments-driven revenue sources:
(1) Traditional service charges on deposit accounts4 . Including check-clearing fees, actual transfer
of currency and to meet cash withdrawals at the teller window.
(2) Trust and investment services income (and cash management fees). Including administration and
custody of mutual funds, securities-handling services to corporate and institutional customers for
pension funds, mutual funds and endowments.
(3) Credit card revenue. Including fees for handling transactions on behalf of merchants and card
holders, fees for late payments, annual account maintenance, fees for online and offline
purchases. Applies to POS and offline systems.
(4) Revenues obtained through electronic delivery channels: Internet banking, debit and automated
teller machine (ATM) related service charges and fees. Including off-line debit card (signature)
and on-line (PIN-based) interchange, merchant discount and/or acquirer fees, ATM surcharge and
(1999), Bauer and Ferrier (1996), Federal Reserve Bank of Kansas City (2002), to name a few.

4
Definitions: On-line (PIN based): sales and payment information are collected electronically. The payment information
is then passed on to the financial institution or payment processor and the sales data is forwarded to the retailer’s
management information system for updating of sales records. Off-line (signature-based) system: merchant terminal i s
not connected directly to central computer for authorization or processing of sales receipts. Interchange: exchange of
transactions between financial institutions participating in a bank card network, based on a common set of rules. Card
interchange allows a bank’s customer to use a bank credit card at any card-honoring merchant and to gain access t o
multiple ATM systems from a single ATM. Interchange Fees: fees paid by one bank to another to cover handling costs
and credit risk in a bank card transaction. Interchange fees generally flow toward the bank funding a transaction and
assuming some risk in the process. In a credit-card transaction, the interchange fee is paid by the bank accepting the
merchant’s sales draft (the merchant bank) to the card-issuing bank, who then bills the cardholder. In an automated teller
and on-line systems, interchange flows in the opposite direction: the card-issuing bank (or customer) pays the fee to the
terminal-owning bank. Surcharge: transaction fee for withdrawing cash at an ATM machine, charged by the ATM owner.
Such fees must be displayed at the ATM site. Acquirer Fees: fees paid to the acquirer (purchaser) of the merchant sales
drafts. The acquirer of the sales drafts collects a ‘merchant discount fee’ (or a processing fee) from the merchant; different
from an interchange fee. (Source: Barron’s Dictionary of Banking Terms and author)

3

interchange fees, stored-value card system operational fees, business-to-business electronic
payments system support and maintenance fees.

We separate electronic delivery channels from the account type because a large sum of the
revenues obtained from an electronic delivery channels are not included in deposit account fees, such
as ATM fees (which are listed separately in the Y9s) and interchange fees (listed separately in the
annual reports).

2.1 Data

We use two data sources in our analysis. In Section 2.3, we use primarily annual report
data and some Y9 information to update Radecki’s 1999 study. In section 3, we use exclusively
Y9 data to re-estimate the volume of payments-driven revenues using our modified approach.
We focus on payments-driven revenues, rather than costs for two reasons. First, measures of
profit efficiency are typically preferred over measures of cost efficiency, because a seemingly
inefficient bank might be offsetting higher expenses with higher revenues (Sprong, Sullivan and
DeYoung, 1996). Measurement of profits allows us to examine the “bottom line” and to analyze
the degree to which banks are managing their inputs and costs to produce the highest, or “best
practice” profit.

Secondly, as Radecki notes, in the last several years, BHCs have made

concerted efforts to improve financial disclosures with regard to detailed income reporting.
Furthermore, supervisors in 2001 began to require more detailed reporting in income. Because far
less information is available on costs incurred by BHC in offering payments services, we focus
on revenues. One drawback in examining payment-driven revenues in absence of the costs is that

4

we have no information about how profitable these activities are. Therefore, we can draw no
conclusions on how these activities add to overall bank profitability.
Our analysis includes end-of-year 2001 data from the annual reports of selected large BHCs.
We choose our sample based on the list of the top 50 US BHCs published by the Board of Governors
of the Federal Reserve System. We then aggregate annual report and annual financial statement (FRY9C) data for these BHCs. The FR-Y9C is the Consolidated Reports of Condition and Income for
Bank Holding Companies filed by all US BHCs with the Federal Reserve Board.
Of the 50 largest BHCs, however, 10 offer limited information, and we exclude them in our
empirical analysis. Nine of the 50 are foreign-owned BHCs and file different reports than US BHCs;
the top-tier BHC consolidated reports are filed in their home countries. The nine foreign-owned
BHCs are listed below. One domestic BHC, Charles Schwab and Co., does not provide sufficient
information in its 2001 Annual Report to examine payments-driven revenues.
Radecki notes significant differences between the annual reports and the FR-Y9C. In its
annual report, each BHC chooses categories that correspond to its main sources of noninterest
income. In addition, each BHC exercises its own judgement to determine the types of information
and level of detail that is expected by shareholders and analysts. Because each BHC has a different
mix of business lines and makes an independent judgement regarding what is useful, the formats of the
disclosures of noninterest income are not strictly comparable across the industry (Radecki, 1999)5 .
Moreover, the categories of noninterest income appearing in the BHC annual reports do not
necessarily correspond exactly to the categories defined by the Y-9C. Even when the categories in
each data source seemingly correspond to one another, the exact information contained in those
categories may differ slightly due to the flexibility that BHCs have in filing their annual reports.

5

BHCs are particularly inconsistent with regard to reporting of debit and credit card income. There appears to be
no pattern of disclosure. For some BHCs, debit card or credit card data may be either aggregated, or listed in such a way as
to make it unclear in which category it belongs.

5

Table 1 lists the largest bank holding companies in the US and includes information on the
location of their headquarters (or top-tier BHC office), their BHC “type,” and rank by asset size.
We divide our sample of BHCs into subsamples based in their business strategy or operations. Five
BHC types are identified: Conglomerate BHCs, Global Processing Banks, Regional Banks, Foreign
BHCs, and Credit Card Banks. We define each of the BHC types as follows:
Conglomerate BHCs are composed of affiliate companies in a variety of businesses
including, but not limited to, insurance, securities, commercial banking, and payments-processing
activities. The companies included in this group are Citigroup, JP Morgan Chase, Bank of America,
Wells Fargo, Bank One and FleetBoston Financial.
Global processing banks handle the cross-border safeguarding, settlement, and reporting of
clients' securities and cash on a worldwide basis. These global custodians execute security trades,
collect dividend and interest income on securities and cash holdings, recover taxes imposed on such
income by the local governments and notify clients of corporate actions affecting their securities
holdings. Accounting tasks include reporting all transactions, providing an accurate listing of a fund's
assets, and valuing the fund's individual assets as well as the fund itself, if so desired by the client. The
companies included in this group are Bank of New York, State Street, Northern Trust and Mellon
Financial Corporation.
Credit Card companies are defined as either mono-line companies focused on credit card
operations or banking companies that are not mono-line but have large credit-card operations.
Companies included in this group are MBNA, Charter One, Provident Financial and Synovus.
Regional BHCs focus on large and middle-market commercial lending and retail banking.
These companies have a presence in specific geographic areas of the country, i.e., the Southwest or
the Midwest. Companies included in group are Wachovia, US Bancorp, SunTrust, National City
Corporation, KeyCorp, BB&T, Fifth Third, PNC Financial Services Group, Comerica, SouthTrust,
Regional Financial Corporation, AmSouth Bancorporation, Union Planters Corporation, M&T,
Marshall & Ilsley Corporation, Zions Bancorporation,

Huntington

Bancshares,

Compass

6

Bancshares, Greenpoint Financial, Banknorth Group, National Commerce Financial, First
Tennessee, North Fork Bancorporation, Hibernia Corporation, Associated Banc-Corp and Colonial
Bancgroup.
Foreign BHCs are those whose top-holder BHC is located outside of the US. These BHCs
file different quarterly reports with the Federal Reserve System and are not consolidated at the toptier holding company level in the US as are the domestic bank holding companies. Companies
included in group are Bancwest Corporation (owned by BNP Paribas), Citizens Financial (Royal
Bank of Scotland), Taunus Corporation (Deutsche Bank), ABN AMRO North American Holding Co,
parent of LaSalle (ABN AMRO), HSBC North America (HSBC), Bankmont Financial Corporation,
parent of Harris Bank (Bank of Montreal), Popular, Inc., (Popular), Allfirst Financial Incorporated
(Allied First) and Unionbancal Corporation (Mitsubishi Tokyo Financial Group).

2.2 Comparison of Payment-Services-Based Revenue Across Subsamples
Table 2 shows the composition of total revenues for our sample of 40 BHCs using
information compiled from their annual reports in 2001. Total noninterest income comprises 56
percent of operating revenue and 34 percent of total revenue. Service charges on deposit accounts
make up 7.3 percent of operating income and income from fiduciary activities totals 7.5 percent of
operating revenue.
Radecki (1999) finds service charges on deposit accounts to comprise 6.8 percent of
operating revenue. He finds that revenue from fiduciary activities make up 7.3 percent of operating
revenue. All other fee income comprises 17 percent of operating revenue in Radecki’s sample of 25
BHCs, but comprises 21 percent of operating revenue in our sample of 40 BHCs.
Table 3 aggregates the percentage of income derived from payments activities by BHC type.
Aggregate revenues are listed for lower and upper bounds of our estimates. For select categories of
payments-driven revenue where Radecki’s estimates may be overstated, he gives a range of values,
the upper range, or the upper bound of that estimate that likely picks up excess profits (revenue)

7

from non-payments-related sources. We follow Radecki’s method, but extend it to all categories, by
listing a lower and upper bound for each of the payment-driven revenue categories aggregated in
Table 3.
As discussed above, each BHC is free to make its own judgement to determine the types of
information and level of detail that it presents in its annual reports. Table 4 lists institution-specific
differences between the BHCs in their reporting of payments-driven revenue sources. Based on our
calculations, we find revenue derived from payments activities comprises 27 percent of operating
income in the lower bound and 40 percent of income in the upper bound.
Despite minor differences in sample size and aggregation of payments-driven revenue, our
results correspond closely with Radecki’s estimates.

He finds that payments services generates

between 36 and 42 percent of the operating revenue. Subtracting foregone interest, Radecki finds
that income from payment activities approximates 35 to 41 percent of total noninterest income for
the 25 largest BHCs. We find that payments activities comprise between 27 percent and 40 percent
of operating revenue. Subtracting interest revenue, we find payments activities totals about 39
percent of total noninterest income. Thus we conclude, in following Radecki’s method, that the
contribution of payment activities to a bank’s operating revenue has not changed significantly over
the past five years.

2.3 Shortcomings of Estimation Method
In this section, we briefly discuss the categories of payments-related revenue that may be
mismeasured. Payments-related and non-payments-related revenue streams are included in BHC line
items in financial reports, because these reports are not intended to break revenues into payments
and non-payments related. For example, many BHCs aggregate in their annual reports the revenues
derived from trust and custodial services. We consider electronic-banking fees that may be associated
with a custodial account to be payments related, but not the fees for investment advisory services.

8

Several of the BHCs list interchange fees as a separate item in their annual reports (5 of 40
or 12.5 percent). However, 39 of the 40 BHCs list either interchange or credit-card revenue, so it is
difficult to tell for these institutions whether they include interchange fees in credit-card revenue.
Also, in the Y9 reports, cash from the fiduciary accounts in included in deposit account categories.
Counting the revenue from these fiduciary accounts within both the trust accounts and within the
deposit accounts would be double counting the revenues obtained from these fiduciary accounts.
Because the annual reports do not contain detailed information on what in included in each line item,
one could be double counting the payments-related revenues from several categories.
In his initial estimation of the volume of payments-driven revenues, Radecki (1999) states
that, for some types of payment services, the amount of revenue received is determined directly
from the annual reports by aggregating specific categories of noninterest income.

However, for

those categories where the information is limited or missing in some annual reports, Radecki takes
the information on a subset of the twenty-five BHCs and extrapolates a combined total for the
group.
One drawback of this approach is that many of these BHCs produce largely different products
and services, or business strategy.

We discuss above the different BHC business strategies that

identify at the top 40 domestic BHCs. We also note the large difference in noninterest income
categories by BHC type. Table 3 lists noninterest categories by BHC type. Credit card companies
earn 44 percent of their operating revenue from securitization (net securitization income), while
conglomerates earn 2.9 percent and the other two BHC types (global processors and regional BHCs)
earn less than 1 percent of their operating income from this activity.

Global processors earn 36

percent of their operating income from fiduciary activities, while the regional BHCs, conglomerates
and global processors earn 8.3, 5.0 and 0.4 percent of operating income, respectively, from this
activity.
Extrapolation of securities processing and handling fees from a small number of BHCs to the
sample overstates these revenues, as only a small number of BHCs engage in securities handling and

9

processing. These BHCs, which we define as global processors, undertake these custodial services not
only for personal and corporate customers but also for other banks (as a correspondent). Thus, we
argue that extrapolation of payments-related revenues in one category based on data from one type
of BHC that mainly produces this type of activity will overstate revenues for the other BHC types.
In summary, while Radecki (1999) provides a thorough review of payments-related revenues
at the top 25 BHCs in 1996, we believe that he overstates the contribution of payments services t o
operating revenue.

3. An Improvement on Estimating the Volume of Payments-Related Revenue
As discussed, the Annual Reports do not offer consistent information on payments-driven
revenues in several categories. Furthermore, collecting data on individual BHCs from their annual
reports is extremely time-consuming and does not easily allow us to expand our study across as larger
sample of US BHCs. In the second part of this study, we create a data set, using the Y9 reports, that
allows us to include all domestic BHCs and that is consistent across BHCs. Furthermore, due to the
detailed instructions for filing these FR-Y9C reports, the definition of each and every item in the
report is extremely well-defined. We, therefore, know exactly what is included in every line-item
and need not guess what each BHC may have included in each category.
Table 5 details our modified definition of payments-driven revenue. The first column lists
the category of revenue from the four types listed above: (1) Traditional service charges on deposit
accounts, (2) Trust and investment services income (and cash management fees), (3) Credit card
revenue, and (4) Revenues obtained through electronic delivery channels.
These four revenue categories are detailed in Table 5, Panels A-D.

Each of the Panels

contained in Table 5 breaks down one of the four payments-related categories into those
components that are “narrowly-defined,” “broadly-defined” or “not” payments-systems driven
revenues. We refer to “narrowly-defined” payments-driven revenues as revenues that are, regardless
of the type of account in which the service is performed, clearly payments-related.

10

The broadly-defined revenues are those that are widely accepted as payments driven, and one
may argue either for or against their inclusion when aggregating BHC payments-driven revenues.
Lastly, the “not” payments-driven revenue column of each Panel in Table 5 are those BHC revenues
which cannot be considered to be payments-related. This column includes, as means of illustration,
the types of BHC revenues often categorized with payments-driven revenues, but

clearly not

included in aggregation of payments-driven revenues.
The fifth and final column in Table 5 contains sources of information of each of the
revenues listed in this table. “A” denotes annual report and “Y-9” denotes Consolidated Financial
Statements for Bank Holding Companies (FR-Y9C). Each of these sources of financial information
is discussed below.
Starting from this table of revenue categories, we make some inferences based on paymentsrelated revenue within larger revenue categories. When possible, we extract the nonpayments-related
income from the payments-related income, and when that is not possible, we find proxies for those
individual payments activities that are combined with non-payments-related revenues. Below we
discuss each of the categories of revenue, and the modifications we make to measuring paymentsdriven revenue.

3.1 Foregone Interest Revenue
BHCs receive compensation for their payment services not simply through noninterest
income (explicit fee income). In addition to paying explicit account maintenance and activity fees,
depositors compensate BHCs by forgoing interest in their account balances.

Customers earn no

interest on demand deposits and earn below-market rates on deposits in negotiable order of
withdrawal (NOW), savings and money market accounts. Banks then benefit by reinvesting these
funds in market-rate investments.
Radecki finds this implicit income to be a substantial amount, approximately three times as
large as explicit fees collected on those deposit accounts. Following Radecki (1999), we calculate

11

foregone interest income by assuming that deposits in all accounts earn the bank the federal funds
rate. For each type of deposit account, we take the average spread between the federal funds rate and
the deposit rate and multiply it by the aggregate balance in each type of deposit account.

The

estimated amount of foregone interest is listed in Table 7.
To measure foregone interest revenue, we estimate the amount of interest expense that
banks would earn if they had to pay the federal funds rate to all deposit account holders. We also
estimate the amount of interest expense that banks pay to the transactions account holders.

The

difference between the two is the amount of interest that the bank “saves” by offering customers
transactions accounts. We calculate foregone interest (FI) revenue as follows:
FI = $DDA*(fed funds)+$NOW*(fed funds-NOWr)+$MMDA*(fed funds-MMDAr),

(1)

where $DDA denotes aggregate balance in dollars in demand deposit accounts, $NOW denotes
the balance in negotiated order of withdraw accounts, and $MMDA denotes the balance in money
market deposit accounts.
The subscript, r, on each of the account types denotes the average rate those accounts paid
to deposit holders. The rates for each of the account types are national averages on the last reported
date of the year 2001 obtained from the Bank Rate Monitor, a weekly publication of deposit rates.
Future research will use a local rate, rather than a national rate (i.e., state or MSA rate).

The

balances on each deposit account types are obtained from the FR-Y9C reports.6

3.2 Payments-Related Trust Revenues
Radecki (1999) acknowledges that some portion of income from fiduciary activities (trust
revenues) is payments-related, and, as such, should be included in the aggregate estimates of
payments-driven revenues. Estimating the amount of payments-related trust revenues, however, is
extremely difficult. First, not one of the BHCs in our sample breaks out in its annual report, nor
does the FR Y9C ask for, the amount of trust revenues derived from payment activities. Moreover,

6

Radecki (1999) uses individual bank rates rather than national rates.

12

service charges from the trust balances that are swept into demand deposit accounts (DDAs) are
included in “service charges in deposit accounts”, so attempts to measure the payments-related trust
revenues must recognize potential double counting issues.
Radecki’s solution is to measure the fee income from “securities handling and other
processing services”, because a large majority of the 25 BHCs that he reviews state their fee income
earned through these securities-handling activities.

In his estimates of payments-driven revenues,

Radecki includes all securities-handling trust revenues. We believe, however, that this assumption
overstates trust revenues derived from payment activities. Securities-handling services performed by
a bank’s trust department are classified by Radecki (1999) as follows:
(1) Master trust and custody: acting as custodian or safekeeper, recordkeeper, and
administrator (involving disbursements, tax payments, and accounting services) of securities and
other assets, and providing trade execution, settlement, cash management, foreign exchange
execution, and information services (including investment performance measurement and customized
reporting) for private pension plans, public pension plans, and institutional trust funds.
(2) Global custody: acting as custodian for foreign assets, which requires multi-currency
reporting, accounting, and cash management.
(3) Corporate trust: acting as trustee, fiscal agent, paying agent, registrar, and defeasance
escrow agent for the issuer of bonds, commercial paper, or other debt instruments.
(4) Stock transfer: acting as transfer agent and dividend paying agent for an equity issuer.
Mutual fund services are a type of stock transfer service (Radecki, 1999, p. 60).
Other processing services include the processing of checks, airline coupons, remittances with
their accompanying documents, and ATM, On-line debit and credit card transactions (Radecki,
1999).

13

Of the securities-handling services listed above, some would be categorized as investment
management services7 or administration services8 . Therefore, only a portion of securities handling
and other processing fees would be considered payments related. This portion of fee income that is
not payments related will vary by BHC, therefore, we do not know, nor can we assume, the degree of
mismeasurement.
We seek, therefore, a more precise estimate of payments-related trust revenue, as well as a
measure that we can apply to all BHCs using the Y9 reports. As of 2001, the Y9s break down the
trust revenue into nine distinct categories.
These revenue streams are derived from:
(1) Personal trust and agency accounts
(2) Retirement related trust and agency account
(a) Employee benefit – defined contribution
(b) Employee benefit – defined benefit
(3) Corporate trust and agency accounts
(4) Investment management agency accounts
(a) Fiduciary and related services income (foreign offices)
(5) Other fiduciary and related services income
(6) Custody and safekeeping accounts
(7) Other fiduciary and related services income
(8) Total gross fiduciary and related service income
(9) Intracompany income credits for fiduciary and related services
The intracompany income credits for fiduciary and related activities account for the benefits
that a bank accrues in having trust balances in DDA accounts. Similar to traditional deposit accounts,
the bank is able to lend the funds that are in the deposit accounts. The Federal Reserve accounts for

7

Investment management services include the prudent portfolio management of an individual’s or institutional
investor’s assets in return for a fee. Assets may include stocks, bonds, cash equivalents, real estate.
8
Administrative service include accounting, documentation, correspondence and record-keeping.

14

this benefit by calculating a credit (the trust-related DDA balance times the federal funds rate). We
account for this portion in “service charges on deposit accounts” and in estimated foregone interest
revenue.
Dependent upon the type of trust account that is managed or held by a BHC’s trust
department, the BHC will earn a wide range of revenues from payment activities. At one end of the
spectrum are trust accounts where no cash will be distributed, nor payments made, in the foreseeable
future. A personal trust containing non-dividend-paying market securities is a good example. The
main fees charged to that trust by the BHC are portfolio management fees, not payment-activity
fees. These types of trusts could also contain shares of a closely-held business, in which case the fee
charged to the trust is set by valuation of the company, which may vary from year to year.
Eventually, this trust will distribute cash, but it may be years in the future. At the other end of the
spectrum are trusts that pay out monthly distributions of income to the beneficiary of a trust account
that does not require much, if any, portfolio management. The majority of the activity is this type
of account payments related, so the majority of revenue earned by the BHC can be attributed t o
payment activities. Other measurable Y9 trust account types include retirement related trust and
agency accounts, investment management agency accounts and “other” fiduciary accounts.
Based on this information, the ability to systemically / accurately measure the amount of
revenue derived from payment activities in bank trust accounts is limited. We, therefore, propose t o
estimate a range of revenues earned through payments-related activities in trust accounts.

We

include, on the low end, one category of trust revenue. On the high end, we aggregate four of the
eleven revenue categories listed in the Y9.
At the low end of the spectrum we include only “custody and safekeeping accounts”. We
argue that all or almost all of the revenue earned in custody and safekeeping accounts is derived from
payments-related activities. We acknowledge that we are excluding payments-related activities in
other types of accounts, such as retirements and corporate accounts, but acknowledge, also, that we

15

include all trust balances that are in deposit accounts in “service charges” and foregone interest
revenue categories.
At the high end of the spectrum, we aggregate revenues from employee benefit (defined
contribution and defined benefit) accounts, corporate trust and agency accounts, and custody and
safekeeping accounts. Payments-related revenues are overstated in employee benefit accounts and
corporate trust and agency accounts by including nonpayments-related income with payments-related
income. However, we omit revenues from “investment management agency accounts” and “other
fiduciary accounts” and “other fiduciary and related services” income, which understates our
aggregate estimate of payments-related revenues. To our knowledge, this is the first attempt t o
measure payments-related trust revenues on a wide-scale basis for bank holding companies.

The

lower and upper range of payments-related trust revenues are contained in Table 8.

3.3 Payments-Related Credit Card Revenues
Another difficult-to-quantify payments-related revenue stream is that from securitized creditcard receivables. Although the BHC may securitize the credit-card receivables, it generally holds the
excess collateral tranche of the trust.

The BHC continues to earn revenue from those credit-card

receivables through the excess collateral from annual fees and other payments-services charges. In
securitization, the on balance sheet receivables are typically separated into three tranches, or security
classes. The C class, or excess collateral tranche is usually retained by issuing BHC. The BHC
continues to collect interest and fees on those outstanding credit card receivables, and earns
additional income for servicing the credit cards in the tranches sold to investors.

The payments-

related fees still accrue to the BHC from those securitized credit card receivables.
We first estimate the payments-related credit card revenue from on balance sheet receivables,
and, based on that measurement, search for suitable proxies for payments-related securitized credit
card receivables.

16

The four credit card banks in our sample earn 48 percent of their revenue in interest income
and 52 percent of their revenue in noninterest income, thus a large part of credit card receivables is
fee income. Fee income may include late payments, interest on credit card balances above the cost
of a traditional loan, finance charges for cash advances, fees for handling transactions on behalf of
merchants and card holders, fees for online and offline purchases, Interchange fees for credit card
purchases. We cannot break any of these items out of the Y9 reports. However, the major credit
card issuers (Visa, MasterCard) have been able to discern the percent of revenue earned from different
payments-related credit card services.
Credit Card Management (2001) breaks down 1999 revenues of Visa and MasterCard issuers
into six subcategories: interchange fees, annual fees, penalty fees, cash-advance fees, enhancements,
and interest. We consider interchange fees, annual fees, and enhancements to be payments-related
revenues. Based on this figure, 14 percent of total MasterCard and Visa issuer revenues come from
interchange fees, another 2 percent from annual fees, and 1 percent from enhancements.
Generalizing this result, we assume that 17 percent of all credit card revenues are derived from
payments-services. We then take total revenue from credit cards and multiply that by 0.17 to give us
an estimate of on balance sheet payments-related credit card revenue.
We then estimate the payments-related revenue from the securitized credit cards by
converting the off balance sheet securitized credit card receivables into an on balance sheet
equivalent. Payments-related revenue from securitized credit card receivables includes the same
activities as the on balance sheet receivables, except that the revenues from these activities accrue t o
the credit card master trusts. These revenues include similar fees as in the on balance sheet credit
card receivables, such as annual fees and late fees. Some of the fees in the credit card balances that
are securitized accrue to the bank, other fees accrue to the excess collateral or cash investment
account of the trust. However, regardless of where these fees are “booked” they accrue to the bank
either immediately, or when the trust has been dissolved. The credit card securitized trusts also earn

17

income from the servicing of securitized credit card receivables, but we do not consider this to be
payments related.
We first assume that the securitized credit card receivables earn the same rate of return that
the on balance sheet credit card receivables earn.

This assumption implies that the portfolio

composition of the off balance sheet credit card receivables is the same as the on balance sheet credit
card receivables and that fees earned from these activities are roughly similar. We then multiply
0.17 (our on balance sheet estimate of payments-related revenue) times a rate of return (revenue /
receivables) that the on balance sheet receivables would earn. The calculation of payments-related
securitized credit card revenue (SCC) is as follows:

 on balance sheet credit card revenue 
SCC = 0.17 *(sec uritized credit card receivables)
 on balance sheet credit card receivables  (2)




3.4 ATM revenues
Beginning in 2001, the Bank Call reports require that banks report the “income and fees
from automated teller machines” (ATMs) in the category of “other noninterest income” when it
exceeds 1 percent of total revenue (defined as total interest income plus total noninterest income).
We aggregate the ATMs fees by BHC. We collect data on all bank subsidiary ATM fees and sum
those fees for each BHC by linking each bank subsidiary with its parent BHC. One issue with using
this variable is that, because banks must only report this item when it exceeds 1 percent of total
revenue, some BHCs show ATM revenues of zero (or missing), when in fact, they are just below the
1 percent threshold.
However, in cases where we find missing data on ATM fees, we compare our data with data
on selected BHC ATM fees (Stango, 2002) and find that our calculations are consistent with those
detailed in other sources. We address these ATM fees either by setting them to a percentage just
under 1 percent of total revenues, or can leave them as non-reporting (or zero).

18

4. Modified Estimation of the Volume of Payments-Driven Revenues
Table 6 displays the summary of our modified estimate of the payments-driven revenue by
BHC type, using the Consolidated Financial Statements (FR-Y9C). Table 7 lists additional detail on
the composition of operating revenue for our sample of BHCs.
We find that payments-driven revenues comprise about 16 percent of operating revenue,
where operating revenue is defined similarly to Radecki (1999) as total noninterest income plus net
interest income minus provisions for loan losses, or approximately 29 percent of total noninterest
income. Our estimate includes service charges on deposit accounts, ATM fees, and estimates of
payments-driven credit card revenue, forgone interest revenue and payments-related trust revenues.
While other studies (Radecki, 1999 and Boston Consulting Group, 2003) find a higher percentage of
revenue derived from payments-related activities, we argue that by defining and measuring paymentsrelated activities more precisely, we are able to exclude erroneous activities that are often aggregated
with payments-related income and to avoid double counting.
Both tables (Table 3 and Table 6) suggest that different BHC types produce different
quantities of payment services, measured by the percentage of operating revenue derived from these
services. We note that the global processing BHCs (State Street, Bank of New York, Mellon and
Northern Trust) have a larger range of payments-driven revenue than other BHC groups. This is due
to addition of trust revenues, a larger revenue generator for the global processor and credit-card
companies. The global processors earn between 16.8 and 20.5 percent of their operating revenue
from payment services, while the credit-card companies earn between 9.1 and 9.2 percent, and
conglomerates between 15.0 and 15.1 percent of operating revenue from payment services. This
suggests that some BHC types operate under a different production function than other BHC types, a
topic that will be discussed in greater detail in a later paper in this series (“The Importance of
Payments-Driven Revenues to Franchise Value and Bank Performance”).

5. Summary and Conclusion

19

This paper replicates Radacki’s 1999 study on estimating the volume of payments-driven
revenues. We find in using 2001 rather than 1996 data, that payments-driven revenues measured
from annual report data comprise 27 to 40 percent of operating revenue. We note that this figure
has not increased significantly over the last several years. We next describe several shortcomings of
this approach, namely that annual report data are inconsistent across firms and that using annual
reports limits the sample size due to availability and time-consuming data collection and entry.
We then look to the FFIEC reporting data for more detailed and consistent information over
a larger sample. The population of FFIEC reporting institutions includes all US banks and bank
holding companies. The required call and Y9 reports contain homogenous information on hundreds
of required line items. We draw what payments-related information we can out of the 2001 reports
and find suitable proxies for those payments-related activities which we cannot extract directly from
the call report and Y9 report data.
The modified estimation of payments-driven revenues differs from other studies (Radecki,
1999 and Boston Consulting Group, 2003) that find a much larger percentage of revenue derived
from payments-related activities. We find that payments-driven revenue comprises approximately
16 percent of operating revenue in 2001. We argue that our conservative estimate is more accurate
than previous studies based on the following modifications. We eliminate double counting, exclude
non-payments-related activities, account for both on balance sheet and off balance sheet credit card
revenue, and, due to new information available in 2001 forms, are able to account for activities
which were previously not measurable.
Finally, by separating the BHCs in our sample into BHC types based on business strategy, we
find that payments-driven revenues vary by BHC type. We infer from this that BHC types may
operate under a different production function than other BHC types, a topic that will be discussed in
greater detail in a later paper in this series (“The Importance of Payments-Driven Revenues t o
Franchise Value and Bank Performance”).

20

References
2001 Annual Reports of the Top 50 US BHCs.
Berger, Allen, Diana Hancock and Jeffrey Marquardt. 1996.
“A Framework for Analyzing
Efficiency, Risks, Costs and Innovations in the Payments System.” Journal of Money, Credit
and Banking 28 (4): 696-732.
Boston Consulting Group. 2003. “The Payments Puzzle: Putting the Pieces Together, Global
Payments 2003.” http://www.bcg.com/publications.
Chakravorti, Sujit and Emery Kobor. 2002. “Why Invest in Payment Innovations?” Federal Reserve
Bank of Chicago Working Paper.
Credit Card Management 2001. Card Industry Directory. New York: Faulkner & Grey Publishers.
DeYoung, Robert. 1994. “Fee-Based Service and Cost Efficiency in Commercial Banks.” Federal
Reserve Bank of Chicago’s Annual Conference on Bank Structure and Competition
Proceedings: 501-519
Fitch, Thomas (ed.). 2000. Dictionary of Banking Terms. New York: Barron’s Educational Series.
Furst, Karen, William Lang and Daniel Nolle. 1998. “Technological Innovation in Banking and
Payments: Industry Trends and Implications for Banks.” Office of the Comptroller of the
Currency Quarterly Journal 17 (3): 23-31.
Hancock, Diana and David Humphrey. 1998. “Payment Transaction, Instruments and Systems: A
Survey.” Journal of Banking and Finance 21: 1573-1624.
Instructions for Preparation of Consolidated Financial Statement for Bank Holding Companies
(Reporting form FR Y-9C), Washington DC: Board of Governors of the Federal Reserve
System.
Monthly Servicer Reports of the Securitized Credit Card Trusts of selected US Bank Holding
Companies.
Radecki, Lawrence. July 1999. “Banks’ Payments-Driven Revenues.” Federal Reserve Bank of New
York Economic Policy Review 4, no. 2: 53-70.
Wade, Will (2003). “Wachovia Unit’s Goal: Centralize Payment Biz,” in the American Banker,
March 4, 2003.

21

Figure 1
MasterCard and Visa Issuer’s Revenues: 1999

22

Table 1
The Fifty Largest Bank Holding Companies in the US
Bank Holding Company Name

Headquarters
Location

BHC Type

ABN AMRO No. America Holding Co (ABN AMRO)
Allfirst Financial Inc. (Allied First, Ireland)
Amsouth Bancorporation
Associated Banc-Corp
Bancwest Corp (BNP Paribas)
Bank Of Amer Corp
Bank Of NY Co
Bank One Corp
Bankmont Financial Corp. (Bank of Montreal)
Banknorth Group
BB&T Corp
Charles Schwab and Co
Charter One Financial
Citigroup
Citizens Financial Group (Royal Bank of Scotland)
Colonial Bancgroup
Comerica
Compass Bshrs
Fifth Third Bancorp
First Tennessee National Corp
Fleetboston Fncl Corp
Greenpoint Fc
Hibernia Corp
HSBC North America (HSBC Corp)
Huntington Bshrs

the Netherlands
Ireland
Birmingham, AL
Green Bay, WI
France
Charlotte, NC
New York, NY
Chicago, IL
Cananda
Portland, ME
Winston-Salem, NC
San Francisco, CA
Cleveland, OH
New York, NY
Scotland
Montgomery, AL
Detroit, MI
Birmingham, AL
Cincinnati, OH
Memphis, TN
Boston, MA
New York, NY
New Orleans, LA
Hong Kong
Columbus, OH

Foreign
Foreign
Regional Focus
Regional Focus
Foreign
Conglomerate
Global Processor
Conglomerate
Foreign
Regional Focus
Regional Focus
Conglomerate
Credit Card
Conglomerate
Foreign
Regional Focus
Regional Focus
Regional Focus
Regional Focus
Regional Focus
Conglomerate
Regional Focus
Regional Focus
Foreign
Regional Focus

Total Assets
December 31,
2001
(thousands of
US dollars)
171,795,842
18,878,772
38,622,252
13,640,285
21,646,514
621,764,000
81,025,323
268,954,000
34,641,608
21,095,424
70,869,945
40,463,921
38,221,017
1,051,450,000
454,540,000
13,202,561
50,949,608
23,078,952
71,026,340
20,618,320
203,638,000
20,186,070
16,618,176
109,741,278
28,496,659

Rank by
Assets
10
44
27
49
39
3
15
7
31
40
18
25
28
1
4
50
21
38
17
41
9
42
47
12
35

23

Table 1 (continued)
Bank Holding Company Name
J P Morgan Chase & Co
Keycorp
M&T Bancorp
Marshall & Ilsley Corp
MBNA Corp
Mellon Fncl Corp
National City Corp
National Commerce Fncl Corp
North Fork Bc
Northern Trust Corp
PNC Financial Services Group
Popular, Inc. (Banco Popular)
Provident Fncl Group
Regions Financial Corporation
Southtrust Corp
State Street Corp
Suntrust Corporation
Synovus Financial Corp
Taunus Corporation (Deutsche Bank)
U S Bancorp
Union Planters Corporation
Unionbancal Corp (Mitsubishi Toyko Financial Group)
Wachovia Corp
Wells Fargo & Co
Zions Bancorporation

Headquarters
New York, NY
Cleveland, OH
Buffalo, NY
Milwaukee, WI
Wilmington, DE
Pittsburgh, PA
Cleveland, OH
Memphis, TN
Chicago, IL
Chicago, IL
Pittsburgh, PA
San Juan, PR
Cincinnati, OH
Birmingham, AL
Birmingham, AL
Boston, MA
Atlanta, GA
Columbus, GA
Germany
Minneapolis, MN
Memphis, TN
Tokyo, Japan
Charlotte, NC
San Francisco, CA
Salt Lake City, UT

BHC Type
Conglomerate
Regional Focus
Regional Focus
Regional Focus
Credit Card
Global Processor
Regional Focus
Regional Focus
Regional Focus
Global Processor
Regional Focus
Foreign
Credit Card
Regional Focus
Regional Focus
Global Processor
Regional Focus
Credit Card
Foreign
Regional Focus
Regional Focus
Foreign
Regional Focus
Conglomerate
Regional Focus

Total Assets
693,575,000
80,399,503
31,450,196
27,272,753
45,450,837
35,771,807
106,894,340
19,278,386
17,232,103
39,664,457
69,570,206
30,745,000
15,793,507
45,545,287
48,754,548
69,895,857
104,740,644
16,657,947
227,229,000
171,390,000
33,197,604
36,077,515
330,452,000
307,569,000
24,304,164

Rank
2
16
33
36
24
30
13
43
45
26
20
34
48
23
22
19
14
46
8
11
32
29
5
6
37

Conglomerate BHCs are composed of affiliate companies in a variety of businesses; including, but not limited to insurance, securities, commercial
banking, and payments processing. Global Processing BHCs are those that specialize in the service, research and management of assets for both
individual and corporate and institutional clients. Credit-card companies are defined as either mono-line companies focused on credit card operations or
banking companies that are not mono-line but have large credit card operations. Regional BHCs focus on community and retail banking. These
companies have a presence in specific geographic areas of the country. Foreign BHCs are those whose top-holder BHC is located outside of the US.

24

Table 2
Composition of Operating Revenue for the 40 Largest Bank Holding Companies
Using Annual Report Data
As of December 31, 2001

Total noninterest income
Service charges on deposit accounts (in domestic offices)
Income from fiduciary activities
Trading revenue
Other fee income (note 1)
All other noninterest income
Net interest income
Provisions for loan losses
Net-net interest income (net interest income - provisions for loan losses)
Operating revenue (total noninterest income + net-net interest
income)
Total Revenue
Total Assets

Combined Total of
40 BHCs
(000s of USD)

Combined Totals Combined Totals Combined Totals
as a Percentage
as a Percentage
as a Percentage
of Operating
of Total
of Assets
Revenue
Revenue

149,911,782
19,594,706
20,066,109
16,665,540
56,704,821
36,880,606
150,322,577
32,748,345
117,574,232
267,486,014

56.0%
7.3%
7.5%
6.2%
21.2%
13.8%
56.2%
12.2%
44.0%
.

33.6%
4.4%
4.5%
3.7%
12.7%
8.3%
33.7%
7.3%
26.3%
59.9%

3.0%
0.4%
0.4%
0.3%
1.1%
0.7%
3.0%
0.7%
2.4%
5.4%

446,613,297

N/A

.

9.0%

4,988,317,078

The Top 50 bank holding companies (BHCs) as listed by the Federal Reserve System's National Information Center (NIC) contain 9 foreign BHCs, or
companies which are headquartered outside of the US. For this study, we exclude the foreign BHCs because these entities file different quarterly reports
from the domestic BHCs.
Note 1: Includes the following: (1) investment banking, advisory, brokerage, and underwriting fees and commissions, (2) insurance commissions and fees
and (3) net servicing fees.

25

Table 3
Summary of Top BHCs Payments-Driven Revenue by BHC Type
In Thousands US Dollars and as a Percentage of Revenue: 2001
Using Annual Report Data
Bank Holding
Company Group

Total Value of PaymentsRelated Revenue ($000)
Lower
Upper
Bound
Bound

Payments-Related Revenue
as a Percentage of
Operating Revenue
Lower
Upper
Bound
Bound

Payments-Related Revenue
as a Percentage of
Total Revenue
Lower
Upper
Bound
Bound

Number of
BHCs

Conglomerate
BHCs

43,510,504

57,631,504

25.58%

33.88%

15.33%

20.30%

6

Global Processing
BHCs

4,064,684

9,706,984

25.61%

61.16%

18.25%

43.57%

4

Credit Card
Companies

1,616,813

7,680,193

15.48%

73.51%

9.98%

47.40%

4

Regional Focus
BHCs

23,579,529

32,310,241

33.17%

45.46%

18.98%

26.01%

26

Total

72,771,530

107,328,922

27.21%

40.13%

16.29%

24.03%

40

The lower and upper bound figures on payments-driven revenues are based on Bank Holding Company specific notes/details in each of their Annual Reports.
Generally, the lower bound includes revenues from services charges on deposit accounts (including cash management fees and electronic banking fees),
foregone interest revenue and credit card revenues. The upper bound includes all revenues in the lower bound plus revenues from trust and investment
services.
Conglomerates BHCs are composed of affiliate companies in a variety of businesses; including, but not limited to insurance, securities, commercial banking,
payments processing activities. Companies included in group: Citigroup, JP Morgan, Bank of America, Wells Fargo, Bank One and FleetBoston Financial.
Global Processing BHCs are those that specialize in the service, research and management of assets for both individual and corporate and institutional
clients. Companies included in the group: Bank of New York, State Street, Northern Trust and Mellon Financial Corporation.
Credit Card companies are defined as either mono-line companies focused on credit card operations or banking companies that are not mono-line but have
large credit card operations. Companies included in group: MBNA, Charter One, Provident Financial and Synovus.

26

Table 4
Notes On Bank Holding Companies’ Annual Reports
Amsouth Bancorp
Associated Banc-Corp
Bank Of Amer Corp
Bank Of New York Co
Bank One Corp
Banknorth Group
BB&T Corp
Charter One Fncl
Citigroup
Colonial Bancgroup
Comerica
Compass Bshrs
Fifth Third Bc
First Tennessee National Corp
Fleetboston Fncl Corp
Greenpoint Fc
Hibernia Corp
Huntington Bshrs
J P Morgan Chase & Co
Keycorp
M&T Bc
Marshall & Ilsley Corp
MBNA Corp
Mellon Fncl Corp
National City Corp
National Commerce Fncl Corp
North Fork Bc
Northern Tr Corp
Pnc Fncl Svc Group
Provident Fncl Group
Regions Fc

Interchange fees are a subset of the “other” category.
No Comment
No Comment
Private client services and asset management fees are listed under “administration and custody.”
No Comment
Merchant and electronic banking income are listed under electronic banking income. Investment planning services are listed
under administration and custody.
Bankcard fees and merchant discounts are listed as interchange income.
No Comment
No Comment
The “other” category includes check commissions.
No Comment
No Comment
Electronic payment processing fees are listed under electronic banking fees. Cardholder fees are listed under other service
charges.
Cardholder fees are listed under credit card revenue.
Credit card revenue likely contains securitization revenue.
No Comment
ATM fees are listed under interchange fees. Debit and credit card fees are listed together under credit card revenue.
No Comment
No comment
Electronic banking and credit fees are listed as a subset of “other” income.
No Comment
No Comment
Some securitization revenue is listed under foregone interest revenue.
No comment
Electronic payment processing fees are listed under electronic banking fees. Credit card fees listed in another category.
No Comment
Check cashing fees are listed under check clearing fees.
No Comment
PNC has a “consumer services” listing, which is categorized as electronic banking fees.
Credit card fees are included in “other service charges and fees.”
No Comment

27

Table 4 (continued)
Southtrust Corp
State Street Corp
Suntrust Bk
Synovus Fc
U S Bc
Union Planters Corporation
Wachovia Corp
Wells Fargo & Co
Zions Bc

Bank card fees and debit card fees are included in “interchange income.”
Mutual funds, collective funds, and pensions are listed under fiduciary income.
No Comment
Third-party services on credit cards are listed as a subset of “other.”
Merchant and ATM processing revenue are listed under interchange fees.
No Comment
No Comment
Administration and custody fees and mutual funds are listed as subsets of fiduciary income.
No Comment

28

Table 5A
Definitions of Banks’ Payments-Services-Driven Revenues
Deposit Accounts
Category Of Revenues

NARROWLY DEFINED
Payments-Driven Revenue

BROADLY DEFINED
Payments-Driven
Revenue

NOT
Payments-Driven
Revenue

SOURCES
of information / data
(see KEY below)
Service Charges on Deposit
Accounts (A,Y-9)

Traditional Service
Charges On Deposits in
Transactions Accounts

Check Clearing Fees

Transactions accounts
include: NOW, demand
deposit, ATS, Telephone or
pre-authorized transfer
accounts

Transfer of Currency or
Federal Funds

Service Charges on Deposit
Accounts (A,Y-9)

Maintenance fees on deposit
accounts

Service Charges on Deposit
Accounts (A,Y-9)
Foregone interest by
demand deposit account
holders9

Included in Noninterest
income (Y-9). Can be
calculated using method
suggested by Radecki
(1999)10

9

Depositors compensate the bank by foregoing interest on their balances in addition to paying explicit account maintenance and activity fees (Radecki, 1999).
Radecki (1999) assumes that deposits on all accounts with payment capabilities (i.e., check-writing privileges and immediate remote withdraw) implicitly earn
the federal funds rate. Forgone interest is then the difference between the federal funds rate and the rate offered on each type of transaction account times the
aggregate dollar amount in each of those accounts.
10

29

Table 5B
Definitions of Banks’ Payments-Services-Driven Revenues
Trust and Investment Accounts
Category Of Revenues

Trust And Investment
Services Income11
Transactions services
performed outside a deposit
account relationship

NARROWLY DEFINED
Payments-Driven Revenue

BROADLY DEFINED
Payments-Driven
Revenue

Fees for providing the trade
execution and settlement of
securities in all types of
trust and investment
services accounts12
Fees for collecting
dividends and interest on
securities held in all types
of trust and investment
services accounts

NOT
Payments-Driven
Revenue

SOURCES
of information / data
(see KEY below)
Trust and Investment
Services Income (A) /
Income from Fiduciary
Activities (Y-9)

Trust and Investment
Services Income (A) /
Income from Fiduciary
Activities (Y-9)
Fees for acting as a safekeeper of securities13

Trust and Investment
Services Income (A) /
Income from Fiduciary
Activities (Y-9)

11

The types of trust accounts among which the FFIEC’s Consolidated Reports of Condition and Income for Banks distinguishes are as follows: personal trust
and agency accounts, retirement related trust and agency accounts (which includes master trusts), corporate trust and agency accounts, investment management
agency accounts, and other fiduciary accounts. Within each of these types of accounts, banks may provide investment management services and/or custodial
services. Investment management services include the sharing of market information and buy-sell recommendations to investment clients and managing the
securities held in the clients’ portfolio. Custodial services include the safekeeping of securities, the collection of dividends and interest on securities held in
clients’ accounts, and the buying and selling of securities when instructed by corporate clients. Full-trustee services include investment management services
and custodial services.
12
The Y-9 reports exclude commissions and fees received for the accumulation or disbursement of funds deposited to Individual Retirement Programs (IRAs) or
Keogh Plan accounts when they are not handled by trust department of the holding company’s subsidiary banks. These charges are reported in “service charges
on deposit accounts in domestic offices.”
13
A service comparable to keeping securities in a safe-deposit box in a bank.

30

Table 5B (Continued from Previous Page)
Definitions of Banks’ Payments-Services-Driven Revenues

Trust and Investment Accounts
Trust And Investment
Services Income

Fees for investment
advisory activities

Investment banking,
advisory, brokerage and
underwriting fees and
commissions (Y-9)

Brokerage and underwriting
fees

Trust and Investment
Services Income (A) /
Investment banking,
advisory, brokerage and
underwriting fees and
commissions (Y-9)

31

Table 5C
Definitions of Banks’ Payments-Services-Driven Revenues
Credit Cards
Category Of Revenues

Credit Card Revenue

NARROWLY DEFINED
Payments-Driven Revenue

BROADLY DEFINED
Payments-Driven
Revenue

Fees for handling
transactions on behalf of
merchants and card holders

NOT
Payments-Driven
Revenue

SOURCES
of information / data
(see KEY below)
Credit card revenue (A),
Other noninterest income14
(Y-9)

Fees for online and offline
purchases

Credit Card Revenue (A),
Other noninterest income
(Y-9)

Interchange fees for credit
card purchases

Credit Card Revenue (A),
Other noninterest income
(Y-9)
Interchange and annual fees
included in credit card
securitizations15

Contained in some monthly
credit card trust servicer
reports. Amount of
securitized credit card
receivables, but not fees
associated with receivables
are reported in the Y-9.

14

23 items are listed in the category “Other noninterest income”. Not all of these items are retail payments-driven. Items that could be considered paymentsdriven are: service charges for rental of safe deposit box, safekeeping of securities for other depository institutions, the sale of bank drafts, money orders,
cashiers’ checks and travelers’ checks, annual or other periodic fees paid by holder of credit cards issued by the BHC, charges to the merchants for the bank’s
handling of credit card or charge sales when the BHC does not carry the related loan accounts on its books (BHCs can report this item net of expenses related to
handling these credit card sales), interchange fees earned from credit card transactions, and service charges on deposit accounts in foreign offices.
15
While the credit chard interchange fees of unsecuritized credit card receivables are considered payments-driven revenue, the interchange and other variable fees
on securitized credit card receivables accrue to the entire trust (all tranches) and not only the excess collateral or residual tranche. The BHC typically issues
bonds for the top credit-rated tranches and keeps the last, or residual tranche, as an off-balance sheet item. Therefore, unless specified, the percentage of
payments-driven revenue accruing to the residual tranche, the BHC’s tranche, is immeasurable.

32

Table 5C (Continued from Previous Page)
Definitions of Banks’ Payments-Services-Driven Revenues

Credit Cards
Category Of Revenues

Credit Card Revenue

NARROWLY DEFINED
Payments-Driven Revenue

BROADLY DEFINED
Payments-Driven
Revenue
Servicing of securitized
credit card receivables16

NOT
Payments-Driven
Revenue

Fees for late payments

SOURCES
of information / data
(see KEY below)
Third-party services on
credit cards (A, limited
info), Net servicing fees (Y9)17
Credit card revenue (A),
Other noninterest income
(Y-9)

Interest on credit card
balances above the cost of a
traditional loan18

No known source of data.

Finance Charges for Cash
Advances19

Credit card revenue (A),
Other noninterest income
(Y-9)

16

BHCs securitize credit card receivables by selling them into an off-balance sheet trust (a special purpose vehicle, or SPV). The BHC, however, retains the role
of servicing the credit card pool, including collection, administration and bookkeeping of the underlying credit card accounts. Thus, fees associated with the
servicing of the credit card accounts could be considered revenue derived from payment services. However, the net servicing fees reported in the FR-Y-9C
include servicing of the trust (i.e., operating costs) which could not be considered payments-driven.
17
Net servicing fees, included as of 2001 in the Y-9C, are defined as income from servicing real estate mortgages, credit cards, and other financial assets held by
others. Also included are (1) premiums received in lieu of regular servicing fees on such loans only as earned over the life of the loan, (2) impairments on
servicing assets, (3) increases in servicing liabilities recognized when subsequent events have increased the fair value of the liability above its carrying amount.
18
The additional interest earned by the bank substitutes for explicit maintenance and activity fees.
19
Finance charges associated with cash advance when no other means of payment is available could be considered payments-driven revenues. An example would
be a purchase at a store that does not accept checks and or credit card payments, only cash. A customer without sufficient cash in hand and no debit card could
get a cash advance at an ATM machine and use that cash to make a purchase. If the cash advance for the purchase was paid off at the end of the month then this
transaction more closely resembles a payments-driven activity than a loan activity.

33

Table 5D
Definitions of Banks’ Payments-Services-Driven Revenues
Electronic Delivery Channels
Category Of Revenues

Revenues Obtained
Through ElectronicDelivery Channels
Internet Banking, Debit &
ATM Related Service
Charges & Fees.

NARROWLY DEFINED
Payments-Driven Revenue

BROADLY DEFINED
Payments-Driven
Revenue

On and off-line debit card
interchange, merchant
discount and/or acquirer
fees20 (These fees are
defined at end of table)
Electronic Banking Fees21

NOT
Payments-Driven
Revenue

SOURCES
of information / data
(see KEY below)
Interchange fees (A, limited
info), Service Charges on
Deposit Accounts (Y-9)

Service Charges on Deposit
Accounts (Y-9), Electronic
Banking Fees (A, limited
info)
Income & fees from ATMs
(Y-9 memo), Monthly ATM
& POS activity (CID,
limited info)

ATM interchange,
surcharge, foreign and
switch fees
Business-to-business
electronic payments system
support and maintenance
fees

No known source of
information.

Printing and selling of
checks

Income & fees from
printing and selling of
checks (Y-9 memo)

20

A card-issuing bank may assess fees on its own deposit account holders for use of an ATM or debit card. However, because a card issuer collects these fees
directly from its customers, this portion of ATM and debit-card revenue would be recorded in the category “fees on deposit accounts.” (Radecki, 1999).
21
Internet and telephone banking.

34

Table 5 (Continued from Previous Page)
KEY:

A=
Y-9=

Individual Annual Reports for the top 50 BHCs, 2001
Consolidated Financial Statements for Bank Holding Companies (FR Y-9C), collected by the supervisory agencies and filed
quarterly with the Federal Reserve System.
CID =
Credit Card Management (2001). Card Industry Directory. New York: Faulkner & Grey Publishers
Limited info = Limited information. Data are not available for all BHCs in sample due to BHCs not reporting specific data.

Definitions of ATM and debit fees: Source: Barron’s Dictionary of Banking Terms and author.
Interchange: Exchange of transactions between financial institutions participating in a bank card network, based on a common set of rules. Card interchange
allows a bank’s customer to use a bank credit card at any card honoring merchant and to gain access to multiple ATM systems from a single ATM.
Interchange Fees: Fees paid by one bank to another to cover handling costs and credit risk in a bank card transaction. Interchange fees generally flow toward
the bank funding a transaction and assuming some risk in the process. In a credit-card transaction, the interchange fee is paid by the bank accepting the
merchant’s sales draft (the merchant bank) to the card-issuing bank, who then bills the cardholder. In an automated teller and electronic debit POS systems,
interchange flows in the opposite direction: the card-issuing bank (or customer) pays the fee to the terminal-owning bank. When transaction is an off-line debit
sale, then the card-issuing bank collects an interchange fee from the merchant, rather than from the customer, unlike in a POS transaction, where the customer
pays the interchange fee.
Point-of-sale (POS): Sales and payment information are collected electronically. The payment information is then passed on to the financial institution or
payment processor and the sales data is forwarded to the retailer’s management information system for updating of sales records.
Off-line system: Merchant terminal is not connected directly to central computer for authorization or processing of sales receipts. Off-line debit charges take
several days to settle, where on-line or POS
Switch: Computer facility in shared electronic funds transfer networks that routes transactions between a terminal and a card issuing bank’s host computer. Two
types of switch fees are those that clear all transactions processed through a network and those that clear only transactions initiated by customers of other
financial institutions.
Surcharge: Transaction fee for withdrawing cash at an ATM. Such fees must be displayed at the ATM site.
Foreign Fee: Fee paid by debit cardholder to own bank when cardholder withdraws cash at another bank’s ATM.
Acquirer Fees: Fees paid to the acquirer (purchaser) of the merchant sales drafts. The acquirer of the sales drafts collects a ‘merchant discount fee’ (or a
processing fee) from the merchant. Different from an interchange fee.

35

Table 6
Summary of Top BHCs Payments-Driven Revenue by BHC Type
In Thousands US Dollars and as a Percentage of Revenue: 2001
Using Consolidated Financial Statements (Y9s)
Bank Holding
Company Group

Conglomerate
BHCs

Total Value of PaymentsRelated Revenue ($000)
Lower
Upper
Bound
Bound

Payments-Related Revenue
as a Percentage of
Operating Revenue
Lower
Upper
Bound
Bound

Payments-Related Revenue
as a Percentage of
Total Revenue
Lower
Upper
Bound
Bound

Number of
BHCs

25,565,928

25,755,278

15.0%

15.1%

9.0%

9.1%

6

Global Processing
BHCs

2,672,424

3,260,199

16.8%

20.5%

12%

14.6%

4

Credit Card
Companies

947,132

954,453

9.1%

9.2%

5.8%

5.9%

4

Regional Focus
BHCs

14,676,809

14,693,757

20.6%

20.7%

11.8%

11.9%

26

Total

43,862,293

44,663,687

16.40%

16.70%

9.82%

10.00%

40

The lower bound includes the lower bound of payments-related trust revenues, while the upper bound includes the upper bound of payments-related trust
revenues.
Conglomerates BHCs are composed of affiliate companies in a variety of businesses; including, but not limited to insurance, securities, commercial banking,
payments processing activities. Companies included in group: Citigroup, JP Morgan, Bank of America, Wells Fargo, Bank One and FleetBoston Financial.
Global Processing BHCs are those that specialize in the service, research and management of assets for both individual and corporate and institutional
clients. Companies included in the group: Bank of New York, State Street, Northern Trust and Mellon Financial Corporation.
Credit Card companies are defined as either mono-line companies focused on credit card operations or banking companies that are not mono-line but have
large credit card operations. Companies included in group: MBNA, Charter One, Provident Financial and Synovus.

Table 7
36

Composition of Operating Revenue for the 40 Largest US Domestic BHCs
Aggregated by BHC Type
Conglomerates
As of December 31, 2001

Service Charges on Deposit Accounts
Payments-Driven Credit Card Revenue (incl.
securitized CC receivables)
ATM Fees
Foregone Interest on Transaction Accounts
Payments-Related Trust Revenues - Lower Bound
Payments-Related Trust Revenues - Upper Bound

Global Processors

Total
($000s)

Credit Card BHCs
Total
($000s)

Regional BHCs

% of
Total ($000s)
% of
Operating
Operating
Revenue
Revenue
10,718,000
6.3%
1,012,738
6.4%
4,571,204
2.7%
41
< 0.1%

% of
Total
% of
Operating
($000s) Operating
Revenue
Revenue
3.5%
7,496,859
10.5%
2.5%
220,234
0.3%

367,109
263,119

2,387,228
7,812,376
77,120
266,470

1.4%
4.6%
< 0.1%
0.2%

222,774
571,875
864,996
1,452,771

1.4%
3.6%
5.4%
9.2%

143,393
171,564
1,947
9,268

1.4%
1.6%
< 0.1%
0.1%

924,970
6,029,661
5,085
22,033

1.3%
8.5%
< 0.1%
< 0.1%

Income from Fiduciary Activities
Trading Revenue
Investment Banking, Advisory, Brokerage and
Underwriting Fees and Commissions
Net Servicing Fees
Net Securitization Income
Insurance Commissions and Fees
Other Noninterest Income

8,437,000
13,783,000
20,796,000

5.0%
8.1%
12.2%

5,717,814
1,066,132
2,370,604

36.0%
6.7%
14.9%

39,158
3,504
48,569

0.4%
< 0.1%
0.5%

5,872,137
1,812,904
5,024,432

8.3%
2.6%
7.1%

9,542,000
4,881,000
15,308,000
15,347,000

5.6%
2.9%
9.0%
9.0%

11,803
70,078
44,518
2,143,735

0.1%
0.4%
0.3%
13.5%

1,372,504
4,603,893
153,104
1,752,571

13.1%
44.1%
1.5%
16.8%

1,046,634
636,999
986,653
9,077,958

1.5%
0.9%
1.4%
12.8%

Interest Income
Noninterest Income

186,429,000
97,473,000

109.6%
57.3%

10,423,790
11,853,604

65.7%
74.7%

7,836,246
8,366,323

75.0%
80.1%

92,012,479
32,218,855

129.4%
45.3%

Payments-Driven Revenues (lower bound)
Payments-Driven Revenues (upper bound)

25,565,928
25,755,278

15.0%
15.1%

2,672,424
3,260,199

16.8%
20.5%

947,132
954,453

9.1%
9.2%

14,676,809
14,693,757

20.6%
20.7%

Operating Revenue
Total Revenue

170,085,000
283,902,000

15,871,935
22,277,394

10,447,506
16,202,569

71,081,573
124,231,334

37