Annual Input-Output Accounts of the U.S. Economy, 1997.
Kuhbach, Peter D. ; Planting, Mark A.
ON DECEMBER 18, 2000, the Bureau of Economic Analysis (BEA)
released the 1997 annual input-output (I-O) accounts for the U.S.
economy. These accounts, which present estimates for 94 industries, are
based on the 1992 benchmark I-O accounts and are prepared using 1997
estimates of industry and commodity output and the 1997 estimates of
gross domestic product (GDP) from last summer's annual revision of
the national income and product accounts.(1) The 1997 I-O accounts are
the second annual update of the 1992 benchmark I-O accounts.(2)
Highlights from the release of these accounts include the
following:
* In terms of use, the fastest growing commodities in 1992-97 were
among those that are frequently associated with high
technology--computers, electronics, and data-processing services.
* The use of commodities that are often associated with
outsourcing--data-processing services and other business and
professional services--also grew rapidly in 1992-97.
* The I-O accounts now include a new table that provides total
requirements multipliers on an industry-by-industry basis; this
information is useful for analyzing industry-to-industry linkages.
The I-O accounts provide estimates of domestic production by
commodity and industry, the export and import of commodities (goods and
services), the use of commodities by each industry, the commodity
composition of GDP (final demand), and the industry distribution of
value added. The annual I-O accounts are used in a variety of analytical
and statistical contexts, including studies of interindustry
relationships within the economy and as the basis for developing
satellite accounts on particular aspects of economic activity.
The 1997 annual I-0 tables
The full 1997 annual I-O accounts are presented in eight tables.(3)
Two make tables, one that is based on I-O definitions of industry inputs
(table 1) and an alternative that is based on the Standard Industrial
Classification (SIC), show the commodities produced by each industry;
two use tables, one on the I-O basis (table 2) and one on the SIC basis,
show the commodities that are consumed by each industry.(4) (Table A
provides a summary version of the use table.)
[TABULAR DATA A NOT REPRODUCIBLE IN ASCII]
Four requirements tables are derived from the make and use tables.
The direct requirements table shows the amount of a commodity that is
required by an industry to produce a dollar of that industry's
output. The three total requirements tables show the production that is
required, directly and indirectly, to meet purchases from final demand.
The new table "Industry-by-Industry Total Requirements" (table
8) presents these total requirements with final-demand purchases
classified by industry. This presentation is frequently used in I-O
analysis when data on purchases are available only as purchases from
industries rather than as purchases of commodities; it is also used to
analyze industry-to-industry interdependencies or
"linkages"--for example, the purchases of one industry's
output by all other industries or the purchases of all other
industries' output by one industry.
The presentation of the annual I-O tables is generally the same as
that of the benchmark I-O tables, but the information is less detailed.
The annual I-O tables present summary estimates for 94 industries, while
the benchmark I-O tables present more detailed estimates for 498
industries.(5) The annual use table presents 11 categories of final
uses, while the benchmark use table presents 203 categories.(6) The
annual use and total direct requirements tables present estimates of
total value added by industry, while the corresponding benchmark tables
also decompose the total value into detailed estimates of value added
for compensation of employees, indirect business tax and other nontax
liability, and other value added.
The estimates of commodity output and industry output in the make
and use tables and the estimates of final uses in the use table are
based on annual source data. Most of the other estimates are based on
updated relationships from the 1992 benchmark I-O accounts.(7)
Uses of the I-O accounts
The I-O accounts are an important tool for economic analysis
because they show the interdependence among producers and consumers in
the U.S. economy. The accounts show the commodity composition of GDP
(final demand), and the commodities used by the business sector to
produce GDP (intermediate demand). Changes in the use of commodities
provide information about changes in the structure of the economy and
about the effect of these changes on production and economic growth. For
example, a recent study of the contribution of computer and
data-processing services to economic growth used I-O tables for
1972-96.(8) Another study used the same set of tables to evaluate
changes in the level of interindustry linkages and the effect of
international trade on those linkages; the study shows that U.S.
domestic industry interdependencies decreased over the period, partly as
the result of declining manufacturing production and increased import
penetration.(9)
Changes in the composition of total consumption, 1992-97
The series of I-O accounts can be used for comparisons of the
structure of the U.S. economy over time. Changes in the use of
commodities by the economy, both domestically and for export, are
measured by changes in the composition of total consumption (table
B).(10) Comparisons over time of the consumption of commodities by
sector provide indications of where structural changes are occurring
(table C).
[TABULAR DATA B-C NOT REPRODUCIBLE IN ASCII]
Over 1992-97, total commodity consumption grew at an average annual
rate of 6.4 percent (table D). The consumption of services commodities
(6.6 percent) grew faster than that of goods commodities (6.1 percent).
Among the major commodity groups, the fastest rates of change were in
"services" (7.3 percent) and finance, insurance and real
estate (7.1 percent). Over the last year of the period, 1996-97, the
fastest growth was in finance, insurance, and real estate (9.3 percent),
transportation, communication, and utilities (8.8 percent), construction
(8.8 percent), and "services" (8.2 percent).
Table D.--Commodity Consumption Growth Rates by Major Commodity
Group, 1992-97
Consumption
average annual
rate of growth
Commodity (percent)
1992-97 1996-97
All commodities 6.4 6.6
Goods commodities 6.1 6.3
Agriculture, forestry, fisheries 5.1 3.7
Mining 3.6 0.8
Construction 6.8 8.8
Manufacturing 6.1 6.2
Services commodities 6.6 6.8
Transportation, communication,
and utilities 6.8 8.8
Wholesale and retail trade 6.5 2.6
Finance, insurance, and real estate 7.1 9.3
Services 7.3 8.1
Special industries 4.4 4.8
The 15 commodities that accounted for at least 1 percent of total
supply in 1997 and that grew faster than the overall commodity average
in 1992-97 are shown in table E. These commodities included the
following "high technology" commodities--computer and office
equipment, electronic components and accessories, "communications,
except radio and TV," and "computer and data-processing
services, including own-account software" Consumption of these four
commodities grew 12.0 percent, almost twice the rate of growth of all
commodities, and the group's share of total consumption grew from 5
percent in 1992 to 6 percent, or $969.3 billion, in 1997.(11)
[TABULAR DATA E NOT REPRODUCIBLE IN ASCII]
Among these commodities were at least two services that are often
associated with "outsourcing"--other business and professional
services and, again, "computer and data-processing services
including own-account software." Consumption of these two
commodities grew at an average annual rate of 11.6 percent in 1992-97
and 14.4 percent in 1996-97. These commodities accounted for 5 percent,
or $841.2 billion, of total consumption in 1997, up from 4 percent in
1992.
These commodities also include finance, which grew at an average
annual rate of growth of 10.4 percent over 1992-97 and accounted for 4.1
percent of total consumption in 1997. This commodity includes banking,
credit agencies other than banking, and security and commodity brokers.
Most of the above-average growth in finance was accounted for by rapid
growth in the use of security and commodity brokers
services--particularly securities commissions, underwriting fees, and
other services.
For the six aforementioned commodities, the rapid growth in
consumption can be traced to growth in demand by both intermediate and
final users (table F). The growth in the consumption of electronic
components and accessories and "other business and professional
services, except medical" was due to growth in intermediate demand.
Final users were primarily responsible for the increased consumption of
computer and office equipment. Growth in the consumption of the other
three commodities was the result of growth in demand from both sources.
[TABULAR DATA F NOT REPRODUCIBLE IN ASCII]
Computer and office equipment.--Nearly 90 percent of computer and
office equipment was consumed by the intermediate, gross private fixed
investment (GPFI), and export sectors, and both the GPFI and export
sectors grew at rates of at least 12 percent. In addition, personal
consumption expenditures (PCE), which accounted for only 6.9 percent of
total consumption, grew 16.2 percent.
Electronic components and accessories.--Nearly four-fifths of all
electronic components and accessories flowed to intermediate uses, and
virtually all of the remainder was exported. Intermediate use grew 13.9
percent, and exports grew 19.3 percent.
Communications, except radio and TV.--Ninety percent of
"communications, except radio and TV" was consumed by the
intermediate and PCE sectors, and another 5.7 percent was consumed by
the government sector. Consumption by all three sectors grew between 8
and 10 percent.
Computer and data-processing services, including own-account
software.--Nearly 95 percent of "computer and data-processing
services, including own-account software" was used by the
intermediate, GPFI, and government sectors; the intermediate and GPFI
sectors had a combined growth rate of more than 16 percent. In addition,
PCE (primarily for prepackaged software), which accounted for only 2.8
percent of total consumption, grew 28.2 percent.
Other business and professional services, except medical.--Over
four-fifths of "other business and professional services, except
medical" was consumed in intermediate uses, and consumption by this
sector grew 10.8 percent.
Finance.--The intermediate and PCE sectors accounted for more than
90 percent of total consumption, and these two sectors averaged over
10percent growth.
Methodology for the 1997 annual I-0 accounts
The methodology used to prepare the 1997 annual I-O accounts is
similar to that used for the 1996 annual I-O accounts. These accounts
are based on the 1992 benchmark I-O accounts and on the most recently
revised and updated estimates from the NIPA's. The annual estimates
are based on less comprehensive and less detailed source data; for the
annual estimates for which data were unavailable, the relationships from
the 1992 benchmark accounts were extrapolated to 1997.
The annual I-O estimates are prepared in five steps: (1) The output
total for each industry and commodity is calculated; (2) the commodity
composition of intermediate inputs for each industry is estimated; (3)
the domestic supply of each commodity is estimated; (4) the commodity
compositions of the GDP expenditure components for PCE, gross private
fixed investment, and government consumption and investment expenditures
are derived; and (5) the table is balanced.(12)
An appendix and tables 1, 2 and 8 follow.
Data Availability
The estimates for 94 industries at the input-output (I-O) two-digit
level, including alternative estimates of the make and use tables on an
approximate 1987 Standard Industrial Classification (SIC) basis and a
discussion of the matrix algebra underlying the derivation of the
tables, are available on BEA's Web site. (Estimates for 498
industries at the I-O six-digit level are also available; these
estimates are less reliable, but they are made available for research
that requires a high level of detail.) Go to <www.bea.doc.gov>,
click on "Industry and wealth data," and look under
"Input-Output data" The two-digit I-O estimates are also
available for $20 on diskette--product number NDN-0271. To order, call
the BEA Order Desk at 1-800-704-0415 (outside the United States, call
202-606-9666).
Acknowledgments
Mark A. Planting supervised the preparation of the 1997 annual
input-output (I-O) estimates. Sumiye Okubo, Associate Director for
Industry Accounts, and Ann M. Lawson, Chief of the Industry Economics
Division, provided overall guidance. Felicia V. Candela, Peter D.
Kuhbach, Tameka R. Lee, Greg R. Linder, Sherlene K. S. Lum, Demian J.
McGarry, Kimberly A. Mourey, Brian C. Moyer, William H. Nicolls IV,
Robert S. Robinowitz, and Regina K. Villasmil prepared the estimates.
Karen J. Horowitz provided valuable assistance. Jiemin Guo of the Bureau
of Transportation Statistics, U.S. Department of Transportation, also
contributed to the preparation of the estimates.
(1.) For an overview of the 1-O accounts, see Ann M. Lawson,
"Benchmark Input-Output Accounts for the U.S. Economy, 1992: Make,
Use, and Supplementary Tables" SURVEY Or CURRENT BUSINESS 77
(November 1997): 36-82; and "Benchmark Input-Output Accounts for
the U.S. Economy, 1992: Requirements Tables" SURVEY 77 (December
1997): 22-47. For information on last summer's annual revision, see
Eugene P. Seskin and David F. Sullivan, "Annual Revision of the
National Income and Product Accounts," SURVEY 80 (August 2000):
6-139.
(2.) Sumiye Okubo, Ann M. Lawson, and Mark A. Planting,
"Annual Input-Output Accounts of the U.S. Economy, 1996,"
SURVEY 80 (January 2000): 37-86.
(3.) Tables 1, 2, and 8 are at the end of this article. All eight
tables are available electronically; see the box "Data
Availability" on page 15.
(4.) The alternative tables conform more closely to the current SIC
establishment-based data collection system by showing the primary and
secondary products in the industries that produce them. As a result, the
industry definitions, which are used to determine the columns of the use
table and the rows of the make table, may differ from those used in the
traditional l-O tables.
(5.) Detailed 1997 I-O estimates for 498 industries have been
prepared for use in research (see the box "Data
Availability").
(6.) The benchmark l-O tables include 136 categories for personal
consumption expenditures, 26 categories for structures, and 30
categories for private fixed investment and software.
(7.) "Final uses" in the I-O accounts are the same as the
"product-side" components of GDP in the NIPA's.
(8.) Laurence R. Klein postulates that I-O measures of deliveries
of computer and data-processing services to other intermediate sectors
and to final-demand sectors indicate the diffusion of information
technology; Laurence R. Klein, "Sustainability and Global Reach of
IT" (paper presented at the WEFA Annual Symposium on International
Issues, New York, October 2000).
(9.) Jiemen Guo and Mark A. Planting, "Using Input-Output
Analysis to Measure U.S. Economic Structural Change Over 25 Years"
(paper presented at the 13th International Conference on Input-Output
Techniques, Macerata, Italy, August 21-26, 2000).
(10.) Total consumption is defined as total domestic commodity
output plus imports less change in private inventories, and it is equal
to the sum of total intermediate use and the four final-use
sectors--personal consumption expenditures, gross private fixed
investment, exports, and government purchases.
(11.) In real terms, the growth rates of these commodities is much
faster because of the declining prices of computers, electronic
components, telecommunications services, and software.
12. For a more complete description of the methodology see Okubo,
Lawson, and Planting, 42--46.
Appendix.--Classification of Industries in the Annual Input-Output
Accounts
[An asterisk preceding a Standard Industrial Classification (SIC)
code indicates that the SIC industry is included in more than one I-O
industry.]
I-O Related 1987
number I-O title SIC codes
AGRICULTURE, FORESTRY, AND FISHERIES
01 Livestock and livestock products *01, *02
02 Other agricultural products *01, *02
03 Forestry and fishery products 081, 083,
091, 097
04 Agricultural, forestry, and fishery 0254, *0279,
services 071, 072,
075, 076,
078, 085,
092
MINING
05+06 Metallic ores mining 101-6, *108,
109
07 Coal mining 121-3, *124
08 Crude petroleum and natural gas 131, 132,
*138
09+10 Nonmetallic minerals mining 141-7, *148,
149
CONSTRUCTION
11 New construction, including own-account *108, *124,
construction *138,
*148, *15,
*16, *17,
6552
12 Maintenance and repair construction, *138, *15,
including own-account construction *16, *17
MANUFACTURING
13 Ordnance and accessories 348, 3761,
3795
14 Food and kindred products 20
15 Tobacco products 21
16 Broad and narrow fabrics, yarn and 221 4, *226,
thread mills 228
17 Miscellaneous textile goods and floor
coverings 227, 229
18 Apparel 225 231-8
19 Miscellaneous fabricated textile products 239
20+21 Lumber and wood products 24
22+23 Furniture and fixtures 25
24 Paper and allied products, except 261, 262,
containers 263, 267
25 Paperboard containers and boxes 265
26A Newspapers and periodicals 271, 272
26B Other printing and publishing 273-9
27A Industrial and other chemicals 281, 286,
289
27B Agricultural fertilizers and chemicals 287
28 Plastics and synthetic materials 282
29A Drugs 283
29B Cleaning and toilet preparations 284
30 Paints and allied products 285
31 Petroleum refining and related products 29
32 Rubber and miscellaneous plastics products 30
33+34 Footwear, leather, and leather products 31
35 Glass and glass products 321-3
36 Stone and clay products 324-9
37 Primary iron and steel manufacturing 331, 332,
339, 3462
38 Primary nonferrous metals manufacturing 333-6, 3463
39 Metal containers 341
40 Heating, plumbing, and fabricated
structural metal products 343, 344
41 Screw machine products and stamping 345, 3465-9
42 Other fabricated metal products 342, 347,
349
43 Engines and turbines 351
44+45 Farm, construction, and mining machinery 352, 3531-3
46 Materials handling machinery and equipment 3534-7
47 Metalworking machinery and equipment 354
48 Special industry machinery and equipment 355
49 General industrial machinery and equipment 356
50 Miscellaneous machinery, except electrical 359
51 Computer and office equipment 357
52 Service industry machinery 358
53 Electrical industrial equipment and
apparatus 361, 362
54 Household appliances 363
55 Electric lighting and wiring equipment 364
56 Audio, video, and communication equipment 365, 366
57 Electronic components and accessories 367
58 Miscellaneous electrical machinery and
supplies 369
59A Motor vehicles (passenger cars and trucks) 3711
59B Truck and bus bodies, trailers, and motor
vehicles parts 3713-5
60 Aircraft and parts 372, 3764,
3769
61 Other transportation equipment 3716, 373-5,
3792, 3799
62 Scientific and controlling instruments 381, 382,
384, 387
63 Ophthalmic and photographic equipment 385, 386
64 Miscellaneous manufacturing 39
TRANSPORTATION, COMMUNICATION, AND
UTILITIES
65A Railroads and related services; passenger
ground transportation 40, 41, 474
65B Motor freight transportation and
warehousing 42
65C Water transportation 44
65D Air transportation 45
65E Pipelines, freight forwarders, and 46, 472,
related services 473, 478
66 Communications, except radio and TV 481, 482,
484, 489
67 Radio and TV broadcasting 483
68A Electric services (utilities) 491, 4931
68B Gas production and distribution 492, 4932,
(utilities) 4939
68C Water and sanitary services 494-7
WHOLESALE AND RETAIL TRADE
69A Wholesale trade 50, 51
69B Retail trade 52-7, 59
FINANCE, INSURANCE, AND REAL ESTATE
70A Finance 60-2, 67
(excluding
6732)
70B Insurance 63, 64
71A Owner-occupied dwellings
71B Real estate and royalties 65
(excluding
6552)
SERVICES
72A Hotels and lodging places 70
72B Personal and repair services (except auto) 72, 762-4
73A Computer and data processing services,
including own-account software 737
73B Legal, engineering, accounting, and 81, 871,
related services 872, 89
73C Other business and professional services,
except medical 732-6, 738,
769, 8731,
8732, 8734,
874
73D Advertising 731
74 Eating and drinking places 58
75 Automotive repair and services 75
76 Amusements 78, 79
77A Health services 074, 80
77B Educational and social services, and
membership organizations 6732, 82-4,
86, 8733
SPECIAL INDUSTRIES
78 Federal Government enterprises (1)
79 State and local government enterprises (1)
80 Noncomparable imports (2)
81 Scrap, used and secondhand goods (3)
82 General government industry (4)
83 Rest of the world adjustment to final uses (5)
84 Household industry (6)
85 Inventory valuation adjustment (7)
(1.) The SIC assigns codes to activities regardless of whether the
establishment is owned by private firms or government agency. In the I-O
accounts, SIC codes are used only to classify private activities.
(2.) Noncomparable imports include imported services that are not
commercially produced in the United States, and goods and services that
are produced abroad and used abroad by U.S. residents for example, U.S.
Federal Government defense spending abroad.
(3.) Scrap is a secondary product of many industries and used goods
are sales and purchases typically between final uses. Industry output is
zero because there is no primary producing industry. The sales are shown
as negative values in the use table.
(4.) Industry output is defined as the compensation of employees
and consumption of fixed capital of genera government agencies. The
compensation of employees engaged in construction work is included in
construction. The compensation or employees engaged in the production of
own-account software is included in computer and data processing services.
(5.) The commodity entries include adjustments among PCE and
government expenditures to eliminate counting the expenditures by
foreign residents in both exports and PCE or government expenditures.
(6.) Industry output is defined as the compensation of domestic
household workers.
(7.) The inventory valuation adjustment removes inventory profits
and losses from business income.
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