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ECONOMIC REVIEW

Additional copies of the ECONOMIC REVIEW may
be obtained from the Research Department, Federal
Reserve Bank of Cleveland, P. O. Box 6387,
Cleveland, Ohio 44101. Permission is granted to
reproduce any material in this publication providing
credit is given.



N O V E M B E R -D E C E M B E R 1971

PERFORMANCE OF RURAL
BANKS AND CHANGES IN
BANK STRUCTURE IN OHIO
R ichard L. Gady
A considerable am ount o f discussion has been focused
on the type o f banking structure th a t w ould be the most
appropriate to fa cilita te an ample flo w o f bank credit to the
rural

sector

of

the

economy.

Arguments

have

been

advanced to the e ffe ct th a t branch banks or subsidiary
banks o f m ulti-bank holding companies are p o te n tia lly in a
better p o sition to provide an im proved flo w o f cre d it to

the rural sector because they are often able to make larger
individual loans

and have access to more highly specialized

personnel. Furtherm ore, branch or group banking systems

IN THIS ISSUE

are better able to s h ift funds to com m unities facing greater
credit

needs

additional
Performance o f Rural Banks
and Changes in Bank
Structure in O h io ......... 3

Inventory Investment and
Economic A c tiv ity . . . .17

Annual Index ..................... 27




or

funds

to

tap

than

national

small

money

markets fo r

u n it banks.

Others have

suggested th a t branch or holding company banking systems
1

Individual loan limits of National and State banks in Ohio are
generally restricted to 10 percent of capital and surplus. For a small
bank, this restriction can severely limit the bank’s effectiveness in
servicing large loans.

2

See Emanuel Melichar and Raymond J. Doll, Capital and Credit
Requirements o f A griculture, and Proposals to Increase A v a ila b ility
o f Bank Credit, Report to the Steering Committee for the
Fundamental Reappraisal of the Discount Mechanism, (Washington,
D. C.: Board of Governors of the Federal Reserve System,
November 1969).

3

ECONOMIC REVIEW
m ight not increase lending in rural areas. Branch
bank

systems

sometimes

lose

close

personal

IMPORTANCE OF AG RICULTURE
IN OHIO

contact w ith the local com m u n ity. A d d itio n a lly , it

Ohio's agricultural sector makes a significant

has been asserted th a t funds are lik e ly to be

c o n trib u tio n to the overall economy o f the state.

shifted o u t o f rural areas to larger cities where the

In 1970, Ohio farmers received an estimated $1.6

head office or lead bank is located and where a
o
higher rate o f return on loanable funds may exist.

b illio n

in

products

gross
and

receipts

spent

fro m

nearly

sales o f

$1.2

b illio n

farm
fo r

Questions relating to the flo w o f bank credit to

production inputs. During the past decade, gross

the rural sector are im p o rta n t in Ohio because

farm income has increased 32 percent w hile farm

agriculture is a major industry in the State and the

production expenses rose almost 35 percent. More

structure o f banking has been undergoing change.

significantly, gross receipts per farm increased over

A cquisitions

holding

$6,000 ($7,978 to $14,050) during the decade,

companies have recently been occurring at a rapid

b u t realized net income per farm rose o n ly about

of

banks

by

m ulti-bank

pace, and " w ith in c o u n ty ” bank merger a c tivity

$1,400

has remained strong. This study was undertaken in

substantial $4,670 increase in production expenses

an a tte m p t to provide some additional in fo rm a tio n

per farm.

($2,099

to

$3,502)

as a result o f a

about the effects o f changes in bank structure in

The rapid grow th in farm production expenses

non-m etropolitan areas o f Ohio on the flow s o f

has caused a greater reliance by farmers on debt

bank credit.

financing and heavy credit demands on the in sti­
indicate th a t "w ith in

tutions th a t finance this debt, such as commercial

c o u n t y " changes in bank stru ctu re in O h io did not

Results o f the study

banks, the Farm C redit System, and life insurance

significantly alter the flo w o f bank funds to rural

companies. The volume o f farm debt outstanding

areas. Compared w ith other banks, those th a t

at major lending in stitu tio n s in Ohio increased

underwent a change in ownership experienced a

from $511 m illio n in January 1961 to over $985

overall

m illio n in January 1971. It is expected th a t the

lending to farmers, b ut th e ir overall aggressiveness

demand fo r farm cre d it w ill continue to increase at

slight—bu t

not

significant—decline

in

in providing credit to local com m unities remained

a fast pace.4 In addition, the demand fo r credit by

essentially unchanged. The type o f flo w o f funds

"agri-business"

between banks was significantly altered at banks

customers and th e ir own operations should remain

changing ownership, but the d is trib u tio n o f the

strong.

flo w

between rural banks and large c ity banks

firm s

to

finance

th e ir

farm

Commercial banks have played a major, though

appeared to remain the same.

declining, role in financing agriculture in Ohio, as

3

in the U nited States. Between 1960-1970, bank

For a more detailed discussion of this issue, see John A.
Hopkin and Thomas L. Frey, "Problems Faced by
Commercial Banks of Illinois in Meeting the Financing
Requirements of a Dynamic Agriculture," A g ricu ltu re
Econom ic Research R eport 99, (Urbana, Illinois: Uni­
versity of Illinois, April 1969) and Robert J. Lawrence,
The Performance o f Bank H olding Companies, (Wash­
ington, D. C.: Board of Governors of the Federal Reserve
System, June 1967).

4



loans to farmers in Ohio were up by a 6.1 percent
average annual rate, b u t slipped from 44.5 percent
to 41.7 percent o f to ta l loans to farmers o u t­
standing at m ajor lending in stitu tio n s (Table I).
4

Melichar and Doll, Capital and Credit Requirements o f
Agriculture.

N O V E M B E R -D E C E M B E R 1971
TA B LE I
Agricultural Loans Outstanding at Major Lending In stitu tion s in Ohio
January 1, 1961
Lending
Institution

Volume

Commercial banks
Farm Credit System
Production Credit
Association
Federal Land Banks
Federal Intermediate
Credit Banks
Banks for Cooperatives*

$227,144

Farm Credit System Total
Farmers Home Administrationt
Life Insurance Companies
Total

January 1, 1971

Percent
of Total
44.5%

$410,773

79,308
87,333

15.5
17.1

177,901
215,252

2,017
17,886
186,544
14,063
82,780

0.4
3.5
36.5

1,771
38,681
433,605
37,523
103,864

2.8
16.2

100 .0 %

$510,531

Percent
of Total

Volume

41.7%

18.0

21.8
0.2
3.9
44.0
3.8
10.5

$985,765

1 0 0 .0 %

* Loans outstanding to farmer-owned cooperatives,
t Loans outstanding for farm ownership and farm operating expenses.
Source: American Bankers Association

Much o f this decline reflects the d iffic u lty o f rural

mergers—were considered in this study o f “ w ith in

banks in adapting to the changing credit needs o f

c o u n ty ”

farmers.

areas.

S pecifically,

farm

consolidation

and

bank performance in non-m etropolitan

specialization resulting from rapid technological

Bank Holding Companies. The p ro life ra tio n o f

changes have caused a demand fo r large loans

m ulti-bank holding com pany a c tiv ity in Ohio is a

serviced by agricultural specialists. In many areas,

relatively recent phenomenon.

deposit

grow th

outstripped

by

at rural

u n it banks has been

an even larger grow th

in the

demand fo r farm loans. This fact, combined w ith

m ulti-bank

holding company was continuously

active in the State p rio r to
m ulti-bank

O nly one large
1965. Four other

holding companies w ith

over $100

restrictions on individual loan size at many o f the

m illio n deposits were form ed in 1958, 1966, 1968,

smaller banks, has given the highly specialized

and 1970. However, the second subsidiary bank

Farm Credit System a com petitive edge in many

(other

areas.

company was n o t purchased u n til 1965, 1967,

than

the

lead

bank)

o f each holding

HO LDING COMPANY AND MERGER
A C T IV IT Y IN OHIO

seven m ulti-bank companies w ith 55 subsidiary

1968, and 1970, respectively. In 1970, there were

banks. Table II shows the trend o f acquisitions in

The commercial banking system in Ohio, as in
many

a

Because a bank acquired by a bank holding

structural change as a result o f bank mergers,

company retains its id e n tity and fre q u e n tly is not

branching, and bank holding company activities.

5

Tw o

other

types

m ulti-bank

states,

of

has

a ctivity

holding

been

affecting

company




undergoing

Ohio between 1955 and 1970.

structure—

acquisitions

and

See “ Registered Bank Holding Company Activity in
Ohio, 1964-1969,” Econom ic Review, Federal Reserve
Bank of Cleveland, September 1970.

5

ECONOMIC REVIEW
T A B LE II

mately 124 bank mergers in 50 o f the 88 counties

Registered M ulti-B ank H olding Company
A cquisitions and Bank Mergers
Consummated in Ohio
1955-1970

number o f bank

Total
Acquisitions

Year
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970

Total
Mergers

2
3
2
3
5
18

occurred

Acquisitions
Mergers
in Nonin NonMetropolitan Metropolitan
Areas
Areas

10
10
7
10
17
6
11
13
13
4
11
5
6
6
5
7

2

in Ohio were consummated. Table II shows the

1

2
2
2
2
4
16

7
5
3
6
9
3
10
7
5
2
10
1
5
4
5
7

Source: Federal Reserve Bank of Cleveland

in

mergers, by

year, th a t have

Ohio during this period and also

indicates those mergers th a t have occurred in
non-m etropolitan areas.
In a merger, the smaller bank usually assumes
the id e n tity o f the larger bank, and the relationship
between the tw o facilities is fre q u e n tly set up on
more o f a head office-branch o ffice basis. Because
o f the more complete fusing o f management th a t
occurs when banks merge, behavioral adjustments
o f merged banks can be expected to occur more
rapidly than w ith holding company affiliates.

M ETHODOLOGY
Banks included in the sample fo r this study
were selected on the basis o f tw o crite ria : (1) the
holding company acquisition or the merger to o k
place in a predom inately rural c o u n ty and (2) no

immediate changes in management,

other holding company acquisitions or mergers

changes in the performance o f new ly acquired

occurred in the co u n ty w ith in three years p rio r to

subject to

banks w ould seem like ly to occur slowly. There­

or after the change in the sample bank's structure.

fore, the short period o f tim e th a t has elapsed

The year 1967 was used as a c u to ff to perm it tim e

since some o f the acquisitions in Ohio lim its the

fo r

observations th a t can be made on im plem entation

Twenty-one

of

holding

changes in

bank

lending

practices, or the

im plem entation process itself.
Bank Mergers. Bank mergers in Ohio have been
more numerous and more evenly distributed over

observation

above

bank

com pany
tw o

after

the

ownership

change.

mergers and five m ulti-bank
acquisitions, w hich

requirements,

occurred

m et the
in

Ohio

between 1960 and 1967. A ll o f these were selected
fo r analysis in this study.

tim e than have bank holding company acquisi­

End-of-year call reports (subm itted to regu­

tions. Ohio banking laws stipulate th a t the banks

latory agencies by banks) were used as the source

involved in a merger must be located w ith in the

o f data on the banks' performance. Data were

same co u n ty; thus, statewide branching is pro­

collected fo r the December p rio r to the year o f the

h ib ite d.6 During the 1955-1967 period, a pproxi­

bank merger or holding company acquisition and
fo r December o f the year three years fo llo w in g the
bank merger or holding company acquisition. In

In some cases, a bank in Ohio may be permitted to
branch in more than one county if its head office is
located in a city which extends into two or more counties.

6



the case o f bank mergers, data fo r the tw o banks
prio r to

the

merger were combined. Data, o f

N O V E M B E R -D E C E M B E R 1971

course, were available fo r only one in s titu tio n

changes in

after the merger.

could also influence the banks' performance. To

ownership.

Other factors, however,

Twelve performance measures were calculated

determine the exte n t o f these other influences, the

to detect differences in performance th a t may

sample banks were classified as to : (1) type o f

have occurred in the merged and acquired banks

change in corporate structure—holding company

compared w ith other banks in th e ir respective

acquisition or merger, (2) size o f bank—greater or

counties during the three-year analysis period. It

less than $15 m illio n in deposits at the tim e o f

was

acquisition,7 (3) date o f a change—before or after

assumed

th a t

the

co u n ty

represents the

relevant com petitive m arket o f the bank under­

December 1964, and (4) percent agricultural loans

going a change in corporate structure. A lthough

o f to ta l loans—greater o r less than 14 percent.

the

These comparisons should show possible effects o f

banking

markets

of

many

of

the

larger

m etropolitan areas encompass an area larger than a
single cou nty, the banks in the study are located

the other factors on bank performance.
It should be emphasized, however, th a t there

only in non-m etropolitan counties. The county,

are other factors th a t could

therefore, should serve as a close approxim ation o f

underestimation o f the significance o f the changes.

have caused the

the relevant com petitive market fo r these banks.

In the case o f bank mergers, there were several

The study's analytical fram ew ork required the

instances in w hich a relatively large bank merged

comparison o f the sample banks w ith all other

w ith a very small bank. Since data were available

banks in their respective counties to m inim ize the

o n ly fo r one bank after the merger, data fo r both

possible effects o f changes in the overall demand

banks were combined fo r the "b e fo re merger”

fo r bank loans, deposits, and other services on a

observation. A ny variations in the smaller bank's

given performance measure. Variations in local

behavior as a result o f the merger could have been

economic conditions w ould presumably affect the

p a rtia lly disguised in the aggregate. Furtherm ore,

acquired bank and its com petitors in a sim ilar

as indicated earlier, changes in banks acquired by

manner. For example, an increase (decline) in loan

holding companies often occur slow ly; three years

demand or deposits resulting from the opening

m ight not, therefore, be a s u fficie n t period o f tim e

(closing) o f a large industry in a co u n ty w ould

to id e n tify all o f the changes th a t eventually result

have

from a new ownership structure.

a

beneficial

on

many

a

bank's

The twelve measures o f bank performance can

changes in performance relative to other banks in

be classified in to three groups. (They are discussed

surrounding

banks.

(adverse)
By

effect

considering

the same county, a change in local conditions

in more detail in the fo llo w in g three sections o f

w ould be less like ly to bias the changes at the

this article.) The firs t group o f measures (A) was

sample banks.

included as indicators o f a change in emphasis, if

A statistical " t-te s t" was used in the study th a t

any, placed on agricultural lending as a result o f

assumes an actual difference, if any, between the

new management attitudes tow ard the risk and

performance o f the banks th a t underwent a change

p ro fita b ility o f agricultural loans at the sample

in th e ir corporate structure, compared w ith other

banks in relation to other banks in th e ir immediate

banks in the same counties, can be a ttrib u te d to
the fact th a t the one group o f banks underwent



7Size of the purchased bank in the case of a merger.

7

ECONOMIC REVIEW
m arket area. The second group o f measures (B)

groups o f banks is significant in a statistical sense.

O

served as proxies fo r changes in the aggressiveness

W hile the to ta l volum e o f farm loans during the

o f management at the sample banks in providing

observation periods generally increased at both

additional bank cred it in th e ir local com m unities.

groups o f banks, the ratio o f farm loans at the

The th ird group (C) was included to measure

sample banks to farm loans at banks th a t were not

changes in the flo w o f funds between banks (in

involved in a change in ownership (A1) declined

most cases in this study, flow s between larger c ity

from an average o f .72 to an average o f .64 (Table

banks and rural banks) because o f a change in the

III). This decline, however, was n o t characteristic

corporate structure o f the bank.

o f all the banks involved in mergers or holding
company acquisitions;
one-half o f the

FARM LENDING PRACTICES
Four

performance

in thirteen

counties, or

number covered, the acquired

banks experienced an increase in to ta l agricultural

measures were

used

to

measure changes in emphasis on farm lending:
A 1 —The ratio o f farm loans at sample banks
to the to ta l o f farm loans at all other banks
in the same county.
A 2 —Ratio o f farm loans to total loans.Ratio
fo r sample bank was compared w ith the
average o f the same ratio fo r all other
banks in the same county.

lending compared w ith other banks in the county.
A relatively large decline at a few banks appeared
to account fo r the slight overall decline in farm
lending th a t occurred. The decline also appeared
to be more pronounced at banks acquired by
holding companies than at merging banks and at
larger banks acquired later in the period, although
the differences were n o t statistically significant (see
Appendix Table I).9
Farm loans declined relative to to ta l loans at

A 3 —Ratio o f farm real estate loans to
real estate loans. Ratio fo r sample
was compared w ith average o f the
ratio fo r all other banks in the

total
bank
same
same

both the sample banks and the other banks in the
study (R atio A 2 ), b u t the decline, w hich was
concentrated in farm real estate loans, appeared to
be

county.

slig h tly

more

apparent

at the merged

or

acquired banks. Farm production loans relative to
A 4 -R a tio o f farm nonreal estate loans to
total nonreal estate loans. Ratio fo r sample
bank was compared w ith the average o f the
same ratio fo r all other banks in the same
county.
The results o f the phase o f the analysis indicate
th a t

banks

undergoing

changes

in

ownership

structure experienced a slight reduction in farm
lending, compared w ith com peting banks in their
respective counties.

A lthough this reduction is

evidenced by each o f the above fo u r ratios, none
o f the differences in farm lending between the tw o
8



to ta l nonreal estate loans (A4) declined nearly the
O
In this study, a result, as measured by the t-statistic, is
considered "significant” if hypothesis being tested (that
there is no change in performance between the sample
banks and other banks in their respective counties) can be
rejected at the 10 percent (or 5 percent) level of
significance. In such a case, one can be 90 percent (or 95
percent) confident that the difference in performance
between the two groups of banks was not the result of
random variation.
g

A negative sign in Appendix Table I implies that a
particular ratio increased at the acquired banks compared
with other banks in their respective counties. A positive
sign indicates the opposite occurrence.

N O V E M B E R -D E C E M B E R 1971
T A B LE III
Means o f Performance Measures at Sample Banks and Their Competitors
Before and A fte r Ownership Change
Sample Banks
All Sample Banks
Ratios*

Holding Company
Subsidiaries

Merged Banks

All Other Banks
in County

Before After Change Before After Change Before After Change Before After Change

A1 —Farm loans at sample
banks to the total farm
loans at all other banks
in the same county.t
.718
A 2—Farm loans to total loans.
.142
A3—Farm real estate loans
to total real estate loans.
.189
A 4—Farm nonreal estate loans
to total nonreal estate
loans.
.108
B1—Total loans to total deposits. .541
B2—Commercial and industrial
loans to total loans.
.150
B3—Total deposits at the sample
bank to total deposits of
all other banks in the same
county.t
.660
B4—Time and savings deposits
to total deposits.
.516
B5—U. S. Government security
holdings to total investments. .700
C1 —Demand deposits and other
deposits of other banks to
total deposits.
.005
C2—Demand deposits and other
deposits held with other
banks to total deposits.
.065
C3—Federal funds sold, repurchase
agreements, and loans to
other banks to total deposits. .003

.639 - .0 7 9
.125 -.0 1 7

.607
.150

.570 - .0 3 7
.142 - .0 0 8

1.074
.103

.717 -.3 6 7
.077 - .0 2 6

.127

.115 - .0 1 2

.177 - .0 1 2

.196

.190 - .0 0 6

.159

.123 - .0 3 6

.159

.156 - .0 0 3

.090 - .0 1 8
.587
.046

.121
.542

.102 - .0 1 9
.044
.586

.046
.538

.036 - .0 1 0
.591
.053

.113
.541

.096 - .0 1 7
.567
.026

.152

.002

.153

.144 - .0 0 9

.136

.187

.051

.142

.149

.007

.671

.011

.676

.688

.012

.444

.449

.005

.565

.049

.479

.536

.057

.674

.685

.011

.520

.572

.052

.609 -.0 9 1

.677

.632 - .0 4 5

.739

.505 - .2 3 4

.719

.600

.119

.002 - .0 0 3

.006

.002 - .0 0 4

.000

.000

.000

.001

.001

.000

.062 - .0 0 3

.065

.066

.001

.066

.045 -.0 2 1

.072

.059 - .0 1 3

.012

.004

.008

.004

.000

.023

.003

.016

.009

.023

.013

NOTE: Ranges of performance measures are shown in Appendix Table II.
* Each county carries the same weight in the average, regardless of the volume of
loans or deposits at banks in that county,
t Ratios A1 and B3 are farm loans and deposits of the sample banks compared
directly with total farm loans and deposits at all other banks in their respective
counties.
Source: Federal Reserve Bank of Cleveland

same percentage at both the sample and other

than at their com petitors (18.9 percent vs. 15.9

banks in the study, b ut large acquired banks and

percent, respectively). The larger decline o f these

banks

loans at the

acquired

after

1964

placed

a greater

emphasis on these loans (A ppendix Table I). Prior

merged

or acquired banks could

reflect an attem pt to boost other types o f loans

to the merger or acquisition, the average ratio o f

and become more closely aligned w ith com peting

farm real estate loans to total real estate loans

banks.

(A3) was much higher at the banks th a t later

changes were relatively small and n o t statistically

underwent a change in th e ir corporate structure

significant.




Again,

however,

the differences in the

9

ECONOMIC REVIEW

ratio was negative fo r all fo u r categories, and some

INDIC A TIO N S OF AGGRESSIVENESS
Five measures were included in the analysis to

values were relatively large. This w ould im p ly th a t

indicate changes in aggressiveness o f management

the acquired banks became more aggressive in th e ir

as a result o f an ownership change in providing

overall lending policies as a result o f the ownership

additional funds to local com m unities:

change, although it is not know n how much o f the
increase in loans resulted from loan participations

B1—Ratio o f to tal loans to to ta l deposits.

initiated by larger banks in m etropolitan areas.

Ratio fo r sample bank was compared w ith

The banks involved in ownership changes were,

the average loan-deposit ratio fo r all other

overall, also able to increase slightly th e ir share o f

banks in the same county.

total deposits in th e ir respective counties (B3),

B2—Ratio o f commercial and industrial
loans to to ta l loans. Ratio fo r sample bank

although the t-values shown in A ppendix Table I

was compared w ith the average o f the same
ratio fo r all other banks in the same

general. One-half o f the acquired banks did not

are generally small and the change is certainly not

hold th e ir share o f deposits (Table IV ). The banks

county.

th a t did n o t retain th e ir share o f deposits appeared

B 3 -R a tio o f to tal deposits at the sample
bank to total deposits o f all other banks in

to

the same county.

(Appendix Table I). In contrast, the smaller banks

the

larger

banks

acquired

after

1964

acquired earlier in the period were able to increase

B4—Ratio o f tim e and savings deposits to

slightly th e ir share o f to ta l deposits.

tota l deposits. Ratio fo r sample banks was
compared w ith the average o f the same
ratio fo r all other banks in the same
county.
B5—Ratio
holdings
sample
average
banks in

be

The ratio o f business loans to to ta l loans (B2),
somewhat surprisingly, rose less rapidly at the
banks

o f U. S. Government security
to tota l investments. Ratio fo r
bank was compared w ith the
o f the same ratio fo r all other
the same county.

c h a n g in g

ownership

than

at

th e ir

com petitors (Table III). The decline was sig n ifi­
cantly greater (statistically) at banks involved in
m e rg e rs

compared

w ith

th e ir

com petitors.

Conversely, banks acquired by holding companies
showed an increase in the ratio o f business loans to

The banks th a t underwent a merger or were
purchased
become

by
more

holding

companies appeared to

aggressive

according

to

tw o

to ta l loans compared w ith other com peting banks.
It is n o t clear w h y this difference in behavior
occurred, b u t three explanations are plausible.

measures—B1 and B3—when compared w ith other

O f te n ,

banks in th e ir respective counties; b u t ratios B2

companies w ill in itia te large business loans and

and

aggressive

participate in these loans w ith smaller affiliates.

behavior by the banks changing ownership relative

This w ould, o f course, increase the smaller banks'

to th e ir com petitors.

holding

B5

indicated

somewhat

less

lead

banks

of

m ulti-bank

holding

o f business loans. The reverse o f this

to

example can also occur. The smaller bank m ight,

increase th e ir loan-deposit ratios (B1) relative to

as a result o f the a ffilia tio n , in itia te a large loan in

the ir com petitors (Table III). A lthough none o f

excess o f its loan lim it and participate in this loan

the relative changes is statistically significant, this

w ith the lead bank o r other a ffilia te banks o f the

Merged

and

acquired

Digitized10
for FRASER


banks were

able

N O V E M B E R -D E C E M B E R 1971
W ith respect to investments, both the sample

T A B LE IV

banks and th e ir com petitors substantially reduced

D istrib ution o f Increases and Decreases
in the Performance Ratios

holdings o f government securities relative to total

Number of Merged
or Acquired Banks
Ratio
Ratio
Increased Decreased
Relative to Relative to
Other Banks Other Banks

Ratios

investments

during

the

three-year

observation

periods. Again, however, there was a large contrast
between the behavior o f merged banks and those
banks purchased by a bank holding company as
measured by Ratio B5 (Table III). A lthough the

A1 —Farm loans at sample
banks to the total farm
loans at all other banks
in the same county.
A 2—Farm loans to totalloans.
A 3—Farm real estate loans
to total real estate loans.
A4—Farm nonreal estate loans
to total nonreal estate
loans.
B1—Total loans to total deposits.
B2—Commercial and industrial
loans to total loans.
B3—Total deposits at the sample
bank to total deposits of
all other banks in the same
county.
B4—Time and savings deposits
to total deposits.
B5—U. S. Government security
holdings to total investments.
C1—Demand deposits and other
deposits of other banks to
total deposits.
C2—Demand deposits and other
deposits held with other
banks to total deposits.
C3—Federal funds sold, repurchase
agreements, and loans to
other banks to total deposits.

relative differences were not statistically signifi­
13
14

13
12

12

13

cant, the ratio o f governm ent securities to total
investments

declined

less

at

merged

banks

compared w ith th e ir com petitors, b u t declined
much more at banks acquired by a bank holding

12
17

14
9

9

17

company

compared w ith

th e ir com petitors. In

only one c o u n ty did a holding company a ffilia te
reduce its holding o f government securities less
than

its

com petitors.

This

w ould

im p ly

th a t

holding com pany banks became somewhat more
13

13

aggressive in seeking m unicipal securities than their

15

11

com petitors. This means th a t a larger volume o f

14

12

bank credit could have been kept in the local
co m m u n ity or the State in the fo rm o f state and

4

13

local securities, rather than being transferred else­
where. The opposite was true o f merged banks.

15

11

Tim e and savings deposits became p ro p o rtio n ­
ately a more im p o rta n t source o f funds fo r both

4

13

the

sample

banks

and

th e ir com petitors.

On

average, these deposits increased less (although not

Source: Federal Reserve Bank of Cleveland

by a statistically significant amount) in relation to
holding company. A lthough this same arrangement

demand deposits at the sample banks than at th e ir

could be made through correspondent banks, the

com petitors. The tim in g o f the change in ow ner­

transaction w ould be more easily accomplished

ship structure, however, appeared to have a sig n ifi­

through a holding company, w ith o u t fear o f losing

cant im pact on the behavior o f the merged or

bank.

acquired banks. The ratio o f tim e and savings

F inally, after a merger, the management o f the

deposits to to ta l deposits (B4) at banks purchased

resulting

before

a

customer

to

bank

the

can

other

participating

im plem ent

changes

rather

1965

increased

compared

w ith

th e ir

q u ickly. Thus, the central management o f merged

com petitors (A ppendix Table I). This same ratio

banks could have rechanneled funds in to more

decreased sig n ifica n tly at banks purchased during

profitable, consumer instalm ent loans.

or after 1965. Much o f this divergence o f behavior,




11

ECONOMIC REVIEW

however, stemmed from differences in the deposit

additional funds to rural areas, according to the

com positions o f the fo u r groups o f banks before

measures used in this study. However, neither did

the acquisitions occurred. For example, Ratio B4

funds appear to be shifted o u t o f rural areas.

(observation before the banks were purchased) fo r

A lthough the overall direction o f the flo w o f

the group o f banks acquired before 1965 was 3.3

funds was n o t significantly altered, several sig n ifi­

percent below th a t o f th e ir com petitors (46.0

cant differences in the components o f this flo w

percent compared w ith 49.3 percent). In contrast,

were detected. A

this ratio fo r the group o f banks purchased during

underwent a merger reduced the ratio o f th e ir

or after 1965 was 4.2 percent above th a t o f th e ir

holdings

com petitors

(60.9

respectively).

the

o f deposits o f other banks to

to ta l

56.7

percent,

deposits (C1) compared w ith th e ir com petitors

d iffe re n tia l

changes

(Table III). This was especially true o f banks w ith

percent and

Thus,

large m a jo rity o f banks th a t

an aligning o f the deposit

a smaller pro p o rtion o f agricultural loans in th e ir

com position at the purchased banks w ith th a t o f

p o rtfo lio . Banks acquired by holding companies,

other banks in th e ir respective counties.

on the other hand, slightly increased th e ir holdings

probably

reflected

o f deposits o f other banks compared w ith th e ir

FLOW OF FUNDS BETWEEN BANKS

com petitors, but this difference was n o t statisti­

A th ird group o f ratios was adopted to observe
the effects o f changes in bank structure on the
flo w o f funds between banks:

In contrast, the ratio o f deposit balances kept
w ith other banks to to ta l deposits (C2) declined at

C1—Ratio o f demand and other deposits o f
other banks to to ta l deposits. Ratio fo r
sample bank was compared w ith the
average o f the same ratio fo r all other
banks in the same county.
C2—Ratio

cally significant.

o f demand and other deposits

held w ith other banks to to ta l deposits.
Ratio fo r sample bank was compared w ith
the average o f the same ratio fo r all other

both the sample banks and th e ir com petitors, but
the decline was much larger at the sample banks'
com petitors. Again, however, banks acquired by
merger behaved d iffe re n tly than banks acquired by
holding companies. Ratio C2 actually increased
slightly at merged banks compared w ith a large
decline at banks acquired by holding companies.
This occurrence at merged banks was somewhat
surprising

banks in the same county.

because

it

was

th o u g h t

th a t

after

C3—Ratio o f Federal funds sold, repurchase

becoming in effect a single, larger in s titu tio n , these

agreements, and loans to other banks to

banks w ould have less need fo r correspondent

tota l deposits. Ratio fo r sample bank was
compared w ith the average o f the same

services and participation loan arrangements. They

ratio

fo r

all

other banks in the

same

county.

w ould, therefore,

happen. The

In general, the overall flo w o f funds between

be in

a position

to

reduce

correspondent balances. A pparently, this did n o t

banks

results could

became

somewhat

im p ly
more

th a t merged
aggressive

in

banks was n ot significantly altered as a result o f

seeking larger loans and retained the need fo r

structural

participation

changes

in

ownership.

Thus

bank

arrangements

and

correspondent

mergers or holding com pany acquisitions did not

balances. The relative decline o f deposits held w ith

appear

other banks at banks purchased by a m ulti-bank

12

to

serve

as




a

method

of

attracting

NOVEMBER-DECEMBER 1971
holding company was expected. The lead bank o f

the increase in flow s o f deposits to other banks

the holding company is often able to supply many

and the offsetting reduction o f Federal funds sold

o f the services offered by correspondent banks,

and loans to other banks. Hence, the ownership

thereby reducing the need fo r these balances at

change neither significantly improved nor lessened

other banks.

the overall flo w o f these interbank funds to rural

An upward trend in the volume o f Federal
funds sold, repurchase agreements, and loans to

areas.

CONCLUSION

other banks at both the sample banks and th e ir

In general, results o f this study indicate th a t

com petitors was apparent from Ratio C3 (Table

" w ith in c o u n ty ” changes in bank structure in Ohio

H I).

in

Overall, the volume o f these funds, as a

recent

years,

whether

through

a holding

percentage o f to ta l deposits, increased significantly

company acquisition or a merger o f tw o banks

less at banks th a t underw ent a change in corporate

w ith in the same co u n ty, did not m aterially alter

structure

the supply o f bank cre d it to rural areas.

than

at th e ir com petitors. This was

especially true o f merging banks. A lthough the

Statistical tests indicate th a t changes in agricul­

data show a larger increase in the volume o f these

tural lending by banks th a t changed ownership

funds at banks acquired by holding companies, the

compared to other banks were n o t significant.

increase was p rim a rily the result o f a large change

However, there appeared to be a slight drop in

at one sample bank. Thus, a significant m a jo rity o f

loans to farmers at the merged and acquired banks

banks

compared

th a t

underw ent

an

ownership

change

w ith

other

banks.

The banks that

experienced a decline in sales o f Federal funds,

experienced

repurchase agreements, and loans to other banks,

appeared to become somewhat more aggressive by

compared w ith com peting banks.

increasing th e ir loan-deposit ratios compared w ith

a

structural

ownership

change

o f funds

other banks, b u t evidence o f this overall aggres­

between banks, the sample banks—especially the

siveness was not apparent in the other ratios.

W ith

respect to

the overall

flo w

merged banks—tended to s h ift their emphasis from

Banks acquired by m ulti-bank holding companies

selling Federal funds and making loans to other

appeared to increase the p ro p o rtion o f business

banks to m aintaining demand and tim e deposits,

loans to to ta l loans and to reduce holdings o f

perhaps as correspondent balances, w ith

United

banks.

other

Furtherm ore, the acquired and merged

States

Government

securities.

Merged

banks, on the other hand, significantly reduced the

banks, relative to other banks in the respective

pro p o rtion

counties, reduced th e ir holdings o f balances o f

compared w ith th e ir com petitors. The type o f

other banks. The effect o f changes in banking

flo w o f funds among banks was altered by the

structure

structural change, b u t the overall d ire ctio n o f the

on

the

overall to ta l

flo w

o f funds,

therefore, was apparently insignificant because o f




of

business

loans

to

to ta l

loans,

flo w was essentially unchanged.

13

ECONOMIC REVIEW

STATISTICAL APPENDIX
Statistical Tests of Differences. Tests o f signifi­

i.e., the tw o sets o f banks came from d iffe re n t

cance were performed to determine if the banks

populations. For ratios A1 and B3, the t-test was

undergoing

used to test the null hypothesis:

a

change

in

corporate

structure

perform d iffe re n tly when compared w ith all other

ratios except A1 and B3, a t-test was used to test

kBB

kB A

^kOB

SkOA

H

banks in the ir counties. More specifically, fo r all

° ‘

= 0

where:

the null hypothesis:
k is a portfolio component rather than a ratio, k = 1, 2
H0 :

(SiBB

SiB A )

(SiOB

SiO A )

0

A

where:

significant t

c o e fficie n t in

this case w ould

indicate th a t, w ith a given level o f certainty, the
ratio o f the considered p o rtfo lio com ponent at the
S-

= Mean of ratio i at Bank before change in ownership,
ID D
i = 1 -1 0

banks changing ownership to other banks in the
co u n ty was sig n ifica n tly

d iffe re n t in the year

SjgA = Mean of ratio i at Bank three years after change in
ownership, i = 1 —10

before the change in ownership fro m three years

S

after the change.

S

com plem ent the t-test. This test is a nonparam etric

iOB = Mean of ratio i at all other banks in the county
before Bank's change in ownership, i = 1—10
iOA = Mean of ratio i at all other banks in the county
after Bank's change in ownership, i = 1—10

A

second test, the sign test, was used to

test o f differences between means on the basis of
the number o f banks experiencing a change in a

A significant t co e fficie n t w ould indicate that, at

given d irection. The t-test can be greatly affected

th a t level o f significance, the banks undergoing a

by a large change at one or tw o banks or counties

ch a n g e

in the sample. The sign test, w hich weights all the

in

c o rp o ra te

structure

perform ed

d iffe re n tly during the three years after the change

changes

than the other banks in th e ir respective counties;

influenced by a few large changes.

14



equally,

w ould

not

be

as

strongly

N O V E M B E R -D E C E M B E R 1971
APP E N D IX T A B LE I
Tests o f Significance o f Change in Various Performance Ratios
as A ffected by a Change in Bank Structure
Classed
According to
Structure Change
Ratios

Overall
t Values*

Classed
According to
Date of Change

Holding Before
Merger Company 1965

A1 —Farm loans at sample
banks to the total farm
loans at all other banks
in the same county.
1.28
0.35
1.33
A 2—Farm loans to total loans.
- 0 .0 7
-0 .0 1
0.10
A 3—Farm real estate loans
to total real estate loans.
0.58
0.27
0.81
A 4—Farm nonreal estate loans
to total nonreal estate
loans.
0.25
0.24
0.07
B1—Total loans to total deposits. - 1 .0 7
- 0 .6 0
- 0 .9 7
B2—Commercial and industrial
loans to total loans.
0.36
1.89#* *-0 .7 8
B3—Total deposits at the sample
bank to total deposits of
all other banks in the same
county.
-0 .1 5
- 0 .1 4
- 0 .1 8
B4—Time and savings deposits
to total deposits.
0.35
0.13
0.39
B5—U. S. Government security
holdings to total investments.
-0 .7 7
- 1 .5 9
1.54
C1—Demand deposits and other
deposits of other banks to
total deposits.
1 .1 7 **
1 .2 4 ** - 1 .0 0
C2—Demand deposits and other
deposits held with other
banks to total deposits.
-1.33
- 1 .6 2
0.69
C3—Federal funds sold, repurchase
agreements, and loans to
other banks to total deposits.
1 .3 1 **
2 .2 9 # * *-0 .7 2

Classed
According to
Bank Sizet

Classed
According to
Percent Agricultural
Loans in Portfolio!

1965 and
After

Small

Large

- 0 .8 3
0.14

1.82
- 0 .1 4

0.73
- 0 .3 4

1.23
- 1 .0 2

0.47
- 0 .8 8

1.19
- 0 .2 0

0.35

0.50

0.37

0.77

0.28

0.53

0.99
- 0 .5 3

- 1 .0 8
- 0 .9 7

1.45
- 0 .9 9

- 1 .1 5
-0 .4 1

0.39
- 0 .7 2

0.02
—0 77

1.13

0.12

- 0 .1 5

1.42

1.48

- 0 10

- 0 .7 9

1.05

- 1 .0 2

1.46

- 0 .1 4

- 0 03

- 2 .4 6 §

2.32 §

-0 .6 6

1.14

0.52

- 0 19

0 23

1 21

Less Than 14 Percent
14 Percent and Over

- 0 .2 8

- 0 .7 7

- 0 .7 9

- 0 .1 7

0.10

0.63

1.05

0.94

1.79#

0 89

0.14

-2 .2 0 #

- 0 .0 7

- 1 .6 9

—2.28§

0 59

0.97

0.87

0.19

1 .4 2 **

1 .4 8 **

0.24

2.13
1.75

2.26
1.83

2.20
1.80

2.16
1.77

2.18
1.78

2.18
1.78

Critical
Values
5%
10%

± 2.06
± 1.71

2.09
1.73

2.78
2.13

* A negative sign implies that a particular ratio increased at the acquired bank
compared with other banks in their respective counties. A positive sign
indicates the opposite occurrence,
t Small: $15 million deposits or less before structure change; large: more than
$15.1 million deposits before structure change.
X Classed according to distribution of loan portfolio before structure change.
§ Significant at the 5 percent level of probability.
#Significant at the 10 percent level of probability.
f * The sign test was significant at the 5 percent level of probability for the
occurrence of increases or decreases associated with these ratios.
Source: Federal Reserve Bank of Cleveland




ECONOMIC REVIEW

APPEND IX T A B L E II
Range o f Performance Measures at Sample Banks and Their Com petitors
Before and A fte r Ownership Change
Sample Banks
Holding Company
Acquisitions

Merged Banks
Ratios
A1 —Farm loans at sample
banks to the total farm
loans at all other banks
in the same county.
A2—Farm loans to total loans.
A 3—Farm real estate loans
to total real estate loans.
A4—Farm nonreal estate loans
to total nonreal estate
loans.
B1—Total loans to total deposits.
B2— Commercial and industrial
loans to total loans.
B3—Total deposits at the sample
bank to total deposits of
all other banks in the same
county.
B4—Time and savings deposits
to total deposits.
B5—U. S. Government security
holdings to total investments.
C1—Demand deposits and other
deposits of other banks to
total deposits.
C2—Demand deposits and other
deposits held with other
banks to total deposits.
C3—Federal funds sold, repurchase
agreements, and loans to
other banks to total deposits.

Before

After

Before

After

.03 - 2.58
.01 .35

.09 - 2.76
.01 .46

.10 - 2.07
. 0 3 - .15

.09 - 1.48
.02 .11

.01 - .34

.01 - .32

.01 -

.45

.01 -

.61

.05 -

.26

.04 -

.22

.01 - .44

.01 - .44

.01 .36 -

.31
.70

.00 .42 -

.28
.71

.00 .40 -

.13
.65

.01 .47 -

.10
.73

.00 - .34
.43 - .67

.00 - .31
.41 - .71

.05 -

.29

.0 0 -

.29

.05 -

.18

.1 3 -

.29

.09 - .27

.08 - .32

Before

After

.14 - 2.04

.12 - 1.95

.05 - 1.08

.1 3 -

.99

.17 -

.67

.28 -

.77

.57 -

.78

.6 4 -

.79

.23 - .71

.26 - .74

.38 -

.91

.27 -

.93

.61 -

.94

.21 -

.63

.55 - .89

.35 - .93

.0 0 -

.07

.00 -

.01

.00 -

.00

.00 -

.01

.00 - .01

.00 - .01

.01 -

.10

.02 -

.13

.04 -

.10

.01 -

.09

.02 - .12

.02 - .13

.0 0 -

.07

.00 -

.09

.00 -

.00

.0 0 -

.09

.00 - .02

.00 - .06

Source: Federal Reserve Bank of Cleveland

16



All Other Banks
in County

N O V E M B E R -D E C E M B E R 1971

INVENTORY INVESTMENT AND ECONOMIC ACTIVITY
James L. Pate

Business inventory investment is one o f the
most volatile components o f to ta l spending. As a

BUSINESS IN V EN TO R IES AND
IN V E N TO R Y BEHAVIOR

result, fluctuatio ns in business inventories have an

Q uarterly data on business inventories are based

im portant influence on overall economic activity.

largely on the book values (generally valued at

The purposes o f this article are to describe the

cost) o f stocks held at the end o f a period by

various inventory

concepts and to

review the

manufacturers,

typical behavior patterns o f inventory investment

salers.2

during economic contractions and expansions and

fluctuations

The

retailers,
general

in

and

merchant w hole­

patterns

of

grow th

and

business inventories during the

the somewhat atypical behavior o f inventories in

post-World War II period are illustrated in Chart 1.

the most recent economic contraction and the

The most notable aspects o f inventory behavior in

current recovery.

this

S ignificantly, the behavior o f inventories was an

period

are

m anufacturing

the

recurring

inventories fro m

flu ctu a tio n s
1948 to

in

1961

im p ortant factor in both the moderate decline in

and the rapid, but generally stable, grow th since

o u tp u t during

1961,

the economic co ntraction from

November 1969 through November 1970 and in
the

sluggish

recovery, now

in

in

stocks, w hich usually accompanies an economic

the

inventory

adjustm ent th a t

occured during the 1966-1967 business slowdown.

progress.1 The

absence o f a sharp or prolonged reduction

despite

Five major periods o f inventory flu ctu a tio n s
occurred during the 1948-1961 period, and fo u r of
th e s e -1948-1949,

1953-1954,

1957-1958,

and

contraction, cushioned the recent decline in over­

1960-1961—were associated w ith contractions and

all a ctivity and apparently lessened the need fo r

expansions in overall economic a ctivity. The fifth

any substantial rebuilding o f inventories, which

period o f inventory adjustment, w hich to o k place

norm ally

occurs during the early phase o f an

economic recovery.
1

The National Bureau of Economic Research has desig­
nated November 1969 and November 1970 as the
tentative beginning and ending of the latest economic
contraction. N ational Bureau R eport Supplem ent No. 8,
National Bureau of Economic Research, May 1971.




2

For a more complete and detailed definition of business
inventories, see U. S. Department of Commerce, N ational
Income, A Supplem ent to the Survey o f Current Business,
1954 edition, (Washington, D. C.: Government Printing
Office, 1954), pp. 135-138, or U. S. Congress, Joint
Economic Committee, 1967 Supplem ent to Econom ic
Indicators, Joint Committee Print, (Washington, D. C.:
Government Printing Office, 1967), pp. 76-84.

17

ECONOMIC REVIEW

Chort 1.

MANUFACTURING and TRADE INVENTORIES
BO O K VALUE
B illio ns of d o lla rs

■

RATIO SCALE

4

END OF QUARTER

________i_______ i_______ i_______ l_______ i_______ I_______________ i_______ i________i_______ ;_______________ i________________________________________I________i________i_______ i_______ l_______ 1_______ i________

1948
Last entry:
NOTE:

'5 4

’57

'6 0

’63

’6 6

'6 9

72

Shaded areas indicate periods of business contraction as defined by the National Bureau of Economic Research, Inc

Source:

in

’5)

20 71

U. S. Department of Commerce

1950-1951,

contraction

or

was

not

associated

expansion

any

tial number o f economic studies th at a ttem pt to

in overall economic

w ith

id e n tify and explain so-called "in v e n to ry cycles”

activity and extended beyond m anufacturing to

or

retail

concept o f inventory cycles involves three essential

and

wholesale

stocks.

This

widespread

increase in inventories reflected the rising needs o f
defense programs, the final phase o f a substantial
stockpiling th a t began w ith the outbreak o f the
Korean C o n flict, and some involuntary inventory
accumulations
consumer

resulting

spending

from

after

a slowdown

mid-1950.

in

Despite

reductions in inventories during the second half o f
1951, stock-sales ratios fo r most consumer goods
m anufacturing industries and many categories o f
retailing were still higher at the end o f 1951 than
the

average

level

of

the

ratios

during

the

1948-1949 period.
The historical v o la tility o f business inventories,
especially in manufacturing, has led to a substan­
18



"subcycles.”

notions:

The

rationale underlying the

4

3

See, for example, L. A. Metzler, "The Nature and
Stability of Inventory Cycles," Review o f Economic
Statistics Vol. 23, No. 3 (August 1941),pp. 113-129; M.
Abramovitz, Inventories and Business Cycles w ith Special
Reference to M anufacturing Inventories (New York:
National Bureau of Economic Research, 1950); Ruth A.
Mack, "Notes on Subcycles in Theory and Practice,"
Am erican Economic Review Vol. 47, No. 2, (May 1957),
pp. 161-174, and discussion by Edwin B. George, et. at.,
pp. 175-186; and L. M. Stanback, Jr., Postwar Cycles in
M anufacturers' Inventories, (Princeton, New Jersey:
National Bureau of Economic Research, 1961).
4

For a discussion of these ideas, see J. P. Lewis and R. C.
Turner, Business Conditions Analysis, (2nd ed.; New
York: McGraw-Hill Book Company, 1967), pp. 508-510.

N O V E M B E R -D E C E M B E R 1971

1. Firms make buying and production
decisions w ith an aim toward maintaining

behavior and the inventory cycle,5 have focused
on other determinants o f inventory investment

a r e la t iv e ly
c o n s ta n t or desired
inventory-shipm ents (or sales) re lation­
ship.

such as prices, interest rates, and expectations. The
results o f the research are inconclusive.6 However,
any reasonably satisfactory explanation o f inven­
to ry

2. In those industries where firm s make sales

behavior

must

groups

distinguish

between

p rim arily o u t o f finished inventories,
production lags behind sales in such a
way th a t unexpected increases in sales are

c a tio n -fin is h e d

lim ited by the availability o f inventories.

materials and supplies—and give recognition to the

wholesale, and

of

firs t

d iffe re n t

inventories—manufacturing,

re ta il—and the stages o f fa b ri­
goods,

w o rk

in

process,

and

d iffe re n t motives fo r holding inventories.
3. When a m ajority o f sellers have inven­
tories th a t are too high or to o low,
simultaneous efforts to replenish or

Some stocks are held fo r transactions purposes
and are influenced p rim a rily by current sales. Also,
some stocks are held fo r precautionary reasons—to

reduce th e ir inventories w ill be partly
self-defeating, because a concerted e ffo rt
by firm s to rebuild (or liquidate) stocks
w ill stim ulate (or reduce) sales o f the
firm s supplying the inventories and,
therefore, in the aggregate, cancel out
part o f the progress tow ard reestablishing
the desired relationship between inven­
tories and sales.

Thus,

according to

guard

this concept, once the

place. A ll th a t is apparently required to set the
inventory adjustm ent in m otion is a substantial
disparity between actual and desired inventories.
Such a disparity may be the result o f either a
change

in

sales o r

a

revision in w hat a large number o f firm s consider
to be a desirable inventory-sales relationship.
The empirical evidence in support o f inventory
c y c le s —p articularly

p rio r

to

the

1960's—is

extensive, but the concept does n o t provide a
complete or entirely realistic basis fo r explaining
the

com plex

behavior

of

inventories.

Recent

research studies, w h ile drawing on the findings o f
some o f the earlier research on aggregate inventory



of

losing sales

The research of L. A. Metzler, for example, remains as
one of the classic theoretical articles on the subject of
inventories. See Metzler, "Inventory Cycles."

adjustment in inventory investment behavior takes

unexpected

possibilities

5

desired inventory-sales relationship is disturbed, an

widespread

against the

For example, Klein found a positive relationship be­
tween inventory investment and changes in the price level
and Lovell found a negative relationship. See L. R. Klein,
"A Postwar Model: Descriptions and Applications,"
Models o f Income Determ ination, A Report of the
National Bureau of Economic Research (Princeton, New
Jersey: Princeton University Press, 1964), and M. Lovell,
"Sales Anticipations, Planned Inventory Investment, and
Realizations," Determ inants o f Investm ent Behavior, A
Conference of the Universities—National Bureau for
Economic Research, (New York: Columbia University
Press, 1967). With respect to financial variables, Clark
found some relationship between inventory investment
and deviations in demand and time deposits from a linear
trend. See Colin Clark, "A System of Equations Explain­
ing the United States Trade Cycle 1921 and 1941,"
Econometrica, Vol. 17, No. 2 (April 1949). Robinson
found no statistically significant relationship between
department store inventories and the rate of interest on
prime commercial paper. See N. Y. Robinson, "The
Acceleration Principle: Department Store Inventories,
1920-1956," Am erican Economic Review, Vol. 49 (June
1959), pp. 348-358. For a recent analysis of some of the
major determinants of inventory investment, see Barry
Bosworth, "Analyzing Inventory Investment," Brookings
Papers on Econom ic A c tiv ity 2, (Washington, D. C.: The
Brookings Institution, 1970), pp. 207-234.

19

ECONOMIC REVIEW
Change in Business Inventories
1967-1970
(Billions o f Dollars, Seasonally Adjusted)
Change in
Book Va|ue
Change jn
All Other
Book Value
Inventory
Change in
Change in
± Nonfarm = Busin
Nonfarm ± Valuation ±
Farm
Inventc
Total
Inventories
Inventories Adjustment
Inventories

Change in Book Value of
Manufacturing and Trade Inventories
Year

Manufacturing

Retail

1967
1968
1969
1970

$4.7
6.1
6.5
3.7

$1.0
2.6
2.9
-0 -

Wholesale
$1.4
1.4
2.3
2.7

$ 7.1
10.1
11.7
6.4

$ 9.0
11.0
13.6
7.7

$1.9
1.0
2.0
1.3

- $ 1 .4
-4 .1
-6 .4
-5 .2

$0.7
0.1
0.1
0.3

$8.2
7.1
7.4
2.8

Sources: U. S. Department of Commerce and Federal Reserve Bank of Cleveland

because o f

inadequate stocks—and are m ainly

and trade inventories to the book value o f other

influenced by expected sales and errors in past

nonfarm

sales forecasts. F inally, it appears th a t some stocks

contract construction, transportation, co m m uni­

are held fo r speculative reasons and are probably

cations, and electrical, gas, and sanitary services).

inventories

(such as those in m ining,

influenced by such factors as the prospects o f

Further, the change in to ta l nonfarm inventories

w ork stoppages and price changes.7 This is by no

must be com puted by calculating the net increase

means

an

exhaustive

in flu e n c e

inventory

list o f factors th a t can
decisions.

The

(or decrease) between the sum o f book values o f

factors

m anufacturing, trade, and other nonfarm inven­

mentioned appear to be the major variables th a t

tories at the end o f one period and the end o f a

have influenced inventory behavior in recent years

previous period—usually expressed as an annual

and thus have affected, to some extent, overall

rate (see table).
The most com plex step in the com putation o f

economic a ctivity.

business inventories involves reevaluation o f book

CHANGE IN BUSINESS INVEN TO RIES
To

relate

inventories

to

overall

economic

values o f nonfarm stocks. Changes in book values
of

nonfarm

inventories

must be increased or

a ctivity, it is necessary to convert book values o f

reduced by the am ount o f the "in v e n to ry valu­

inventories in to physical volume o f stocks valued

ation

at current and constant prices. Book values o f

inadequate because, fo r example, the replacement

stocks are generally based on accounting methods

o f stocks as they are consumed may, and usually

that are inappropriate fo r national income and

are, made at prices q uite d iffe re n t fro m those o f

adjustm ent”

(IV A ).

Book

values

are

product accounts and must therefore be adjusted.

the item removed fro m stock. As a result, book

The firs t step in the com putation o f business

values include changes in value th a t represent the

inventories is to add the level o f m anufacturing

difference between acquisition and replacement

7 For a somewhat different list of motives, see Robert
Eisner and Robert H. Strotz, "Research Study Two:
Determinants of Business Investment," Impacts o f Mone­
tary Policy, A Series of Research Studies prepared for The
Commission on Money and Credit, (Englewood Cliffs,
New Jersey: Prentice-Hall, 1963), pp. 105-108.

20




prices, as well as changes in the physical volume o f
inventories. In effect, because the IV A measures
the excess in the change in the physical volume o f
nonfarm business inventories, valued at average
prices during the period, over the change in the

N O V E M B E R -D E C E M B E R 1971

book value o f nonfarm inventories, it excludes th a t

Chart

2.

part o f the change in book value o f stocks th a t

IN VEN TO R Y VA LU A TIO N ADJUSTM ENTS

occurred because o f changes in prices. This adjust­

B illio n s of d o lla r s

m ent procedure is made to both corporate and
unincorporated

business p ro fits to remove the

inventory p ro fit or loss th a t occurred in business

B illio n s of d o lla rs

Cj
-

-

1.0

2.0

accounting when the book cost o f goods removed

N O N CO RPO RATE
- 3 .0

from

inventories differs from

cost.

The

reason

fo r

this

the replacement

com plex

series o f

adjustments, w hich is made separately fo r a large

CO R PO R A TE
-4 .0
-

5.0

-

6.0

number o f industries, is th a t only the change in

TO TA L ----- 1
IN V EN TO R Y
V A LU A TIO N A D JU STM EN T

nr

physical volume o f stocks is counted as current
o u tp u t in the estimates o f gross national product

- 7 .0

Q

(GNP).

No valuation adjustment is required fo r

0
-

1.0

-

2.0

TO TA L
M A N U FA C T U R IN G

farm inventories because farm income, in contrast
to corporate pro fits and income o f unincorporated

-3 .0

enterprises, is measured exclusive o f inventory

ULJ^

0

profits.
The result o f these steps is an estimate o f the

-

1.0

-

2.0

-4 .0

m

TO TA L W H O LE S A L E

"change in business inventories," and it is this
value th a t is entered in to the calculation o f the

....................

level o f GNP. Positive changes in business inven­

TO TA L RETAIL

0

tories represent inventory investment and add to
the level o f GNP; conversely, negative changes

-

1.0

-

2.0

0

T=rU

-

1.0

-

2.0

O TH ER*

- ANNUALLY

w ould tend to reduce GNP.
C onceptually, the behavior o f the inventory

0

TP

valuation adjustm ent is d ire ctly reflected in the
calculations and resulting values o f the change in
business

inventories

and changes in

1.0

-

2.0

inventory
- 3 .0

investment. As illustrated in Chart 2, the size o f
the IV A

-

C O R P O R A TE
-4 .0

has tended to grow rapidly since the

mid-1960's. For example, in 1969, more than $6

-5 .0

b illio n was subtracted fro m the book value of
-

SEASONALLY ADJUSTED

inventories in determ ining the change in business

ANNUAL RATE-QUARTERLY

inventories. The IV A was about $1 b illio n lower in
1970 than in 1969, bu t still amounted to more
o

For a more complete description of the inventory
valuation adjustment, see N ational Income, 1954 edition,

196 4
Last entry:

’6 5

1970;

66

'67

'6 8

6.0

- 7 .0
'6 9

'7 0

'71

20 1971

^Includes mining, contract construction, transportation,
communication, and electric, gos, and sanitary
Source:

services.

U. S. Department of Commerce

pp. 44 and 59.




21

ECONOMIC REVIEW
than $5 b illio n . In 1970, reductions in the size of

about one-third o f the to ta l rise in GNP. For

the IV A occurred in manufacturing, wholesale,

example, during the firs t tw o quarters fo llo w in g

and retail levels. However, in the category termed

the trough o f the 1960-1961 recession, inventory

"o th e r” —w hich
struction,

includes m ining, contract con­

transportation,

electric,

gas,

and

com m unications, and

sanitary

services—the

IV A

continued to increase.

investment rose $7.3 b illio n w hile GNP rose $20.6
b illio n . In fact, one study indicates th a t if 75
percent o f the flu ctu a tio n s in inventory invest­
ment could have been controlled, the economy

The corporate com ponent o f IV A accounted
fo r nearly 90 percent o f the to ta l and is the only

w ould not have experienced the fo u r post-World
War

II recessions th a t occurred in

1948-1949,

com ponent published on a quarterly basis. Thus,

1953-1954,

the corporate IV A

provides some insights in to

relationships between changes in inventory invest­

recent developments. A lthough the corporate IV A

ment and changes in GNP during the fo u r previous

on a quarterly basis fluctuates considerably, the

and the current post-war economic contractions

general trend since 1969 indicates some possible

and expansions are illustrated in Chart 3.

1957-1958,

and

1960-1961.9 The

fu rth e r reduction in the to ta l IV A fo r 1971.

RECENT DEVELOPMENTS
CHANGES IN IN V EN TO R Y INVESTM ENT
AND ECONOMIC A C T IV IT Y
The

magnitude

economic

a c tiv ity

of

flu ctu a tio n s

is fre q u e n tly

in

overall

measured

by

The behavior o f inventory investment during
the most recent recession and recovery

is in

marked contrast to the experiences o f the fo u r
previous contractions and expansions. During the

quarterly changes in gross national product. In this

1 9 6 9 -1 9 7 0

con text, it is neither the level o f the book values

investment declined only $2.0 b illio n w hile GNP

economic

con tra ctio n ,

inventory

o f inventories nor the change in business inven­

rose $40 b illio n . Furtherm ore, almost all o f the

tories th a t is d ire ctly related to the behavior o f

decline in inventory investment occurred during

economic a ctivity. Rather, it is the difference in

the firs t tw o quarters o f the contraction. On the

inventory investment between tw o periods (or the

other hand, during the fo u r contractions in overall

change in the change in business inventories) th a t

economic a c tiv ity p rio r to the 1969-1970 reces­

influences the change in GNP.

sion, to ta l

In general, inventory investment declines during
economic contractions and rises during the early

reductions

averaged $7.1

in

inventory

b illio n , w hile

investment

GNP declined an

average o f $4.3 b illio n .

stages o f economic expansions. In each o f fo u r

The same contrasts are apparent between the

m ajor economic contractions between 1948 and

current recovery and the early stages o f previous

1961,

the

decline

in

inventory

investment

exceeded the decline in GNP. For example, in the
1 9 6 0 -1 9 6 1

recession,

inventory

investment

declined $7.4 b illio n w hile GNP declined $1.1
b illio n . During the firs t tw o quarters o f each o f the
economic expansions between 1948 and 1961,
increases in inventory investment accounted fo r

22




g

See U. S., Congress, Joint Economic Committee, "An
Econometric Analysis of the Postwar Relationship Be­
tween Inventory Fluctuations and Changes in Aggregate
Economic Activity," by Lawrence E. Klein and Joel
Popkin, printed for Joint Economic Committee in Inven­
to ry Fluctuations and Econom ic Stabilization, Part III,
(Washinton, D. C.: Government Printing Office, 1961),
pp. 71-86.

N O V E M B E R -D E C E M B E R 1971

Chart 3.

recoveries. During the firs t tw o quarters o f the

CHANGES IN BUSINESS INVENTORY INVESTMENT
AND GROSS NATIONAL PRODUCT DURING

current expansion, the to ta l increase in inventory

BUSINESS CONTRACTIONS AND EXPANSIONS

investment

amounted

(compared w ith

to

o nly

$2.0

b illio n

an average o f $8.6 b illio n

in

previous recoveries and accounted fo r less than 4
percent o f the to ta l

increase in GNP. U nlike

previous recoveries) inventory investment actually
declined during the firs t quarter fo llo w in g the
trough o f the most recent contraction.
The results o f the somewhat unusual behavior
o f inventory investment during the most recent
recession and the current recovery have been to
cushion economic a c tiv ity during the contraction
and

to

moderate

the

pace

o f the economic

expansion. The relatively moderate overall
reduction in inventory investment, which reflected
some increases in the tw o quarters preceding the
low

p o in t o f the recession, prevented a more

severe contraction. In fact, the behavior o f inven­
to ry

investment

1969-1970
moderate

co ntributed

contraction,
recession

in

in
the

to

making

general,

the

post-World

the
most

War II

period. S im ila rly, the unusually small increase in
inventory

investment th a t has occurred so far

during the recovery has contributed to the sluggish
pace

of

the

current

expansion.

The

modest

increase in inventory investment in recent months
is, o f course, p a rtia lly due to the increases in
inventory investment th a t occurred during the late
stages o f the recent contraction and the generally
10
sluggish grow th o f business sales.
In addition,

P

P+1

P+2

P+3

PEAK
Last entry: 2Q 1971
Source: U. S. Department of

T

T+l

TROUGH
Commerce




T+2

T+3

^ F r o m the trough of the most recent contraction
through the second quarter of 1971, total manufacturing
and trade sales increased 8 percent, which is about in line
with the average increase during comparable periods
following the four previous recessions. However, the
measurement of the rate of increase in business sales
following the most recent recession is influenced by the
depressed level of business sales in the fourth quarter of
1970, which partly reflected the effects of the work
stoppage in the automotive industry.

23

ECONOMIC REVIEW

the

recent

behavior

of

inventory

investment

appears to have also been influenced by other
factors,

including

w o rk

stoppages,

anticipated

w o rk stoppages, and price expectations.

Chart 4.

CHANGES IN M A N U FA C TU R IN G AND
TRADE INVENTO RY IN VESTM EN T
B O O K VA LU E

Inventory Developments in Manufacturing and

B illio n s o f d o lla r s

B illio n s o f d o lla r s

M A N U FA C TU R IN G

Trade. The increases in inventory investment in
the second and th ird quarters o f 1970, w hich were
im p ortant factors cushioning the recent economic
contraction, occurred prin cip a lly in retailing and
were largely the

result o f a build-up o f auto

inventories p rio r to the w ork stoppage in the
autom obile industry and the sluggishness o f con­
sumer spending (see Chart 4). Inventory invest­
ment in m anufacturing and wholesale showed little
change th ro u g h o u t the contraction. Subsequent to
the trough in overall economic a c tiv ity in the
fo u rth quarter o f 1971, however, it appears th a t
the behavior o f wholesale and, p a rticu la rly, manu­
facturing inventory investment has been largely
responsible fo r holding down the increase in total
in v e n to ry investment.

5 0 [SEASONALLY ADJUSTED ANNUAL RATE—QUARTERLY

The recent weakness in inventory investment in
the m anufacturing sector has been largely in the
d u ra b le

goods

industries,

m ainly

reflecting

3Q

4Q
IQ
2Q
3Q
4Q
IQ
2Q
PEAK
TROUGH
1969
197 0
1971
Lost entry: 2Q 1971
Source:
U. S. Department of Commerce

reductions in stocks at the "w o rk in process” stage
of

fa brication.

In

terms

of

specific

industry

groups, sizable reductions in inventory investment
in recent months have occurred in electrical and
nonelectrical machinery, blast furnaces and steel

machinery through

mills, and—during the firs t quarter o f 1971—in

undoubtedly

m o tor vehicles and parts. However, the reduction

weakening trend o f capital spending th a t began in

in inventory investment in m o to r vehicles and

late 1969. In steel, the sharp decline in inventory

1970 and so far in

reflects,

to

a large

extent,

1971
the

parts in the firs t quarter o f 1971 was, to some

investment reflects the reduction in stocks th a t

extent, a reflection o f the end o f the post-strike

began last spring. These reductions were largely

adjustment. The somewhat disappointing rebound

the results o f increased steel shipments to auto

in post-strike domestic auto sales and the resulting

makers to

buildup

of

some

stockpiling th a t was prom pted by announcements

cutbacks

in

schedules. The almost

o f fu tu re price increases, and the prospect o f a

dealer

continuous decline

24

inventories

production




in

inventory

caused

investment in

support post-strike auto p ro d u ctio n ,

steel strike at the end o f July.

N O V E M B E R -D E C E M B E R 1971

Chart 5.

DEFENSE INVENTORIES AND DEFENSE INVENTORIES-SHIPMENTS RATIO
B illio n s of d o lla r s

I/ S Ratio

* In August 1958, the Commerce Deportment began publishing a "new series" for defense products.

The "new series" differs from the "old series"

in that it includes defense activity in shipbuilding and excludes nondefense work in ordnance, communications, complete aircraft, and aircraft parts
industries. Therefore, the "new series" more accurately represents the levels of defense activity.
trends.

The "old series" is used here to illustrate developments prior to 1968.

However, both series reflect the same general

For a more complete description of both the old and the new

series, see, U. S. Department of Commerce, Bureau of the Census, "M anufacturers' Shipments, Inventories and Orders," Current Industrial Reports,
Series M3-1 (68)-8 , October 12, 1968, p. 2 and footnote in Table 3.
Last entry:
Source:

2Q 1971

U. S. Department of Commerce

DEFENSE INVEN TO R IES
A

fa c to r—other than

sales,

w o rk

spending. A lthough defense stocks represent o n ly

current and expected

s to p p a g e s ,

and

in fla tio n a ry

a small p o rtio n o f to ta l business inventories, they
have co ntributed

to

the

recent weaknesses in

expectations—th a t has had an im p o rta n t influence

inventory investment. For example, the decline in

on the behavior o f inventories in recent years is

inventory

defense activity. The level o f defense stocks more

industries was larger than the decline in total

than doubled during the 1965-1968 period (see

inventory

Chart

1970 and amounted to more than $2 b illio n in

5).

However,

defense

inventories

were

reduced by nearly 15 percent between the th ird
quarter

of

1969

and

the

second

investment

in

the defense products

investment in the fo u rth

quarter o f

the second quarter o f 1971.

quarter o f

1971, in response to a generally declining trend in

SUMMARY AND IM PLICATIO NS

new orders fo r defense products and commercial

The moderate nature o f the 1969-1970 con­

aircraft and a substantial reduction in defense

traction and the rather slow pace o f the recovery




25

ECONOMIC REVIEW

so far this year were, in large part, the result o f

contract expirations—w hich m ight result in sig n ifi­

small adjustments in business inventories. During

cant hedging o f inventories—are pending in the

the most recent contraction, the buildup in retail

near term , other developments p o in t tow ard at

stocks supported inventory investment and, there­

least a moderate increase in inventory investment

fore, cushioned the decline in overall economic

in the months ahead. In particular, there is some

a ctivity u n til the fo u rth quarter o f 1970. However,

evidence th a t the sharp decline in defense spending

the lack o f any significant liq u id a tio n in total

is bo tto m in g o u t; therefore, the decline in defense

inventories during the contraction has lessened the

inventories can reasonably be expected to taper

need to rebuild stocks during the recovery. There­

o ff in the near fu tu re . However, the strength o f

fore, the current expansion has n o t been bolstered

inventory investment in the m onths ahead w ill

by inventory investment to the same extent as in

depend p rim a rily on the pace o f the expansion in

previous recoveries. In fact, inventory investment

overall

declined more than $4 b illio n in the th ird quarter

business sales and new orders fo r capital goods.

of

1971, reflecting

a c tiv ity

and

the grow th

of

a sharp reduction in steel

stocks.
A lthough the liq u id a tio n o f strike-hedged steel
stocks is not ye t com plete11 and no major labor

26



economic

11..

It is estimated that in August, steel users cut 4 million
tons of steel from the 12 1/2 million tons they were
reported to have stockpiled as a strike hedge. Survey o f
C urrent Business, September 1971, p. 2.

ANNUAL INDEX TO ECONOMIC R E V IE W -1 9 7 1
MONTH

A R TIC LE T IT L E

JA N U A R Y

D iffusion Indexes and Economic A c tiv ity
Federal Laws Regulating Bank Mergers and the A cquisition o f Banks
by Registered Bank H olding Companies

FEB R UA RY

Bank Credit Proxy
Changes in Banks, Branches, and Banking Offices in the F ourth D istrict, 1965-1970

MARCH*

Experience W ith Special Drawing Rights
D irect Foreign Investment o f the United States

A P R IL *

Average Functional Cost and Revenue fo r Banks in Three Size Categories, 1966-1969

MAY*

Eurobonds and the Eurobond M arket
The 1972 Federal Budget and Economic A c tiv ity

JUNE*

Capital Spending in M ajor M etropolitan Areas o f the F ourth D istrict
Consumer Income, Spending, and Saving, 1960-1970

JULY

Some Characteristics o f Fourth D is tric t FCA Banks: A Comparison W ith the
Other Member Banks
The Secondary Mortgage M arket

AUGUST

U. S. Government Bonds As Capital M arket Instruments
Characteristics o f Banks Acquired by M u ltip le Bank Holding Companies in Ohio

SEPTEMBER
OCTOBER

Interpreting Short-run Price Developments
D efining Money: Problems and Issues
The Travel and Transportation Components o f the United States Balance o f Payments

NOVEM BERDECEMBER

Performance o f Rural Banks and Changes in Bank Structure in Ohio
Inventory Investment and Economic A c tiv ity

* O ut o f prin t.