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Автор Jorgenson, Dale W.
Автор Stiroh, Kevin
Дата выпуска 1995
dc.description The purpose of this paper is to describe the impact of investment in computers on the growth of the U.S. economy. The economic literature on computers is relatively rich in information on the decline in computer prices and the growth of computer investment. Constant quality price indices for computers have been included in the U.S. National Income and Product Accounts (NIPA) since 1986. These indices employ state of the art methodology to capture the rapid evolution of computer technology. While the annual inflation rate for overall investment has been 3.66 percent for the period 1958 to 1992, computer prices have declined by 19.13 percent per year! Similarly, overall investment grew at 3.82 percent, while investment in computers increased at an astounding 44.34 percent! These familiar facts describe growth in the output of computers. The objective of this paper is to complete the picture by analyzing the growth of computer services as inputs. In a pioneering paper Bresnahan (1986) has focused on pecuniary externalities arising from the rapid decline in computer prices. Griliches (1992, 1994) has emphasized the distinction between pecuniary and nonpecuniary externalities in the impact of computer investment on growth. This paper is limited to pecuniary externalities or the impact of reductions in computer prices on the substitution of computer services for other inputs. As Griliches (1992) points out, this is an essential first step in identifying nonpecuniary externalities or ‘spill-overs’ through the impact of a decline in computer prices on productivity growth. <sup>*</sup> In two important papers Stephen D. Oliner (1993, 1994) has introduced a model of computer technology that greatly facilitates the measurement of computer services as inputs. In this paper we estimate computer stocks and flows of computer services for all forms of computer investment included in NIPA. We construct estimates of computer services parallel to NIPA data on computer investment by combining these data with information on computer inventories. For example, the International Data Corporation (IDC) Census of Computer Processors includes an annual inventory of processors in the U.S. In Section 1 we present data on investment in computers and constant quality price indices from NIPA. These data incorporate important innovations in modeling computer technology stemming from a joint study by IBM and the Bureau of Economic Analysis (BEA) completed in 1985. This study utilized a ‘hedonic’ methodology for constructing an econometric model of computer prices that accurately reflects rapid changes in computer technology. This methodology generates an index of computer prices that holds the quality of computers constant. In Section 2 we present the model of computer services originated by Oliner (1993,1994). This differs in important respects from the model of capital services used in the previous studies of U.S. economic growth surveyed by Jorgenson (1989,1990). The model employed in previous studies is based on the decline in productive capacity with the chronological age of a capital good. Oliner assumes that computers maintain their productive capacity until they are retired. Decline in productive capacity occurs only through removal of used computers from the inventory through retirement. In Section 3 we construct estimates of stocks of computers that incorporate IDC data on computer inventories and derive the implied flow of computer services. While output of computer investments has grown very rapidly, the input of computer services has grown even faster. The price of these services has declined at 23.22 percent per year over the period 1958 to 1992, while the input of these services has grown at 52.82 percent! This is prima facie evidence of an important role for computer price declines as a source of pecuniary externalities. In Section 4 we combine computer services with the services of other types of capital to produce a measure of capital input into the U.S. economy. We link this with labor input to obtain the contributions of both inputs to U.S. economic growth, arriving at the growth of productivity as a residual. We find that the contribution of computer services to input into the U.S. economy is far more important than the contribution of computer investments to output. This is a significant step toward resolution of the Solow paradox: ‘We see computers everywhere except in the productivity statistics. <sup>*</sup> Declines in computer prices generate very sizable pecuniary externalities through the substitution of computer services for other inputs. By contrast Solow focuses on nonpecuniary externalities that would appear as productivity growth. In Section 5 we conclude that information on inventories of computers is critical in quantifying the role of computer services as inputs. The constant quality price indices for computers incorporated into NIPA are also essential. A price index for computers that reflects only general trends in inflation would result in a highly distorted perspective on the growth of GDP and capital services, especially during the past decade. To capture the contribution of all forms of investment to U.S. economic growth, similar price indices should be included in NIPA for capital goods with rapidly evolving technologies, as proposed by Gordon (1990). The long term goal should be a unified system of income. product, and wealth accounts, like that proposed by Laurits Christensen and Jorgenson (1973) and Jorgenson (1980). This incorporates capital stocks, capital services, and their prices. Achieving this goal will necessitate much greater elaboration of the accounting system described in Section 3. These accounts would incorporate data on prices and quantities of investment, stocks of assets, and capital services for all forms of capital employed in the U.S. economy.
Формат application.pdf
Издатель OPA (Overseas Publishers Association)
Копирайт Copyright Taylor and Francis Group, LLC
Тема Growth, productivity
Тема computers J.E.L Classification: 030 047
Название Computers And Growth
Тип research-article
DOI 10.1080/10438599500000008
Electronic ISSN 1476-8364
Print ISSN 1043-8599
Журнал Economics of Innovation and New Technology
Том 3
Первая страница 295
Последняя страница 316
Аффилиация Jorgenson, Dale W.; Department of Economics, Harvard University
Аффилиация Stiroh, Kevin; Department of Economics, Harvard University
Выпуск 3-4
Библиографическая ссылка Baily, Martin N. and Gordon, Robert J. 1988. Measurement Issues, the Productivity Slow-down, and the Explosion of Computer Power. Brookings Papers on Economic Activity, : 1–45.
Библиографическая ссылка Berndt, Ernst. 1991. The Practice of Econometrics, Reading: Addison-Wesley.
Библиографическая ссылка Bresnahan, Timothy F. 1986. Measuring Spillovers from Technical Advance: Mainframe Computers in Financial Services, American Economic Review, 76(4) September: 741–755.
Библиографическая ссылка Brynjolfsson, Erik. 1993. The Productivity Paradox of Information Technology: Review and Assessment. Communications of the Association for Computing Machinery, 35(12) December: 66–77.
Библиографическая ссылка Brynjolfsson, Erik. July 1994b. Information Technology as a Factor of Production: The Role of Differences among Firms, July, Cambridge: Massachusetts Institute of Technology.
Библиографическая ссылка 1986a. Improved Deflation of Purchases of Computers. Survey of Current Business, 66(3) March: 7–9.
Библиографическая ссылка Bureau of Economic Analysis. 1986b. “The National Income and Product Accounts of the United States, 1929–1982”. In Statistical Tables, Washington: U.S. Department of Commerce.
Библиографическая ссылка Bureau of Economic Analysis. 1987. “Fixed Reproducible Tangible Wealth in the United States, 1925–85”. Washington: U.S. Government Printing Office.
Библиографическая ссылка Chow, Gregory C. 1967. Technological Change and the Demand for Computers, American Economic Review, 57(5) December: 1117–1130.
Библиографическая ссылка Christensen, Laurits R. and and Jorgenson, Dale W. 1973. Measuring the Performance of the Private Sector of the U.S. Economy, 233–238. 1929–1969: in Milton Moss.
Библиографическая ссылка Christenson, Laurits R., Jorgenson, Dale W. and and Lau, Lawrence J. 1973. Transcendental Logarithmic Production Frontiers, Review of Economics and Statistics, 55(1) February: 28–45.
Библиографическая ссылка Cole, Rosanne, Chen, Y.C. and Barquin-Stolleman, Joan A. 1986. Dulberger, Ellen, Helvacian, Nurhan and Hodge, James H. (1986) Quality-Adjusted Price Indexes for Computer Processors and Selected Peripheral Equipment, Survey of Current Business, 66(1) January: 41–50
Библиографическая ссылка Court, Andrew T. 1939. Hedonic Price Indexes with Automotive Examples, 99–117. in The Dynamics of Automobile Demand: New York.
Библиографическая ссылка Denison, Edward F. 1957. Theoretical Aspects of Quality Change, 215–261. Capital Consumption: and Net Capital Formation.
Библиографическая ссылка Denison, Edward F. 1989. Estimates of Productivity Change by Industry, Washington: The Brookings Institution.
Библиографическая ссылка Denison, Edward F. 1993. Robert J. Gordon's Concept of Capital, Review of Income and Wealth, Series, 39(1) March: 89–102.
Библиографическая ссылка Diewert, Erwin R. 1976. Exact and Superlative Index Numbers, Journal of Econometrics, 4(2) May: 115–146.
Библиографическая ссылка Dulberger, Ellen. 1989. The Application of a Hedonic Model to a Quality-Adjusted Price Index for Computer Processors Edited by: Jorgenson, Dale W. and Ralph, Landau. 37–76.
Библиографическая ссылка Gordon, Robert J. 1989. The Postwar Evolution of Computer Prices, 77–126. in Dale W. Jorgenson and Ralph Landau: eds.
Библиографическая ссылка Gordon, Robert J. 1990. The Measurement of Durable Goods Prices, Chicago: University of Chicago Press.
Библиографическая ссылка Griliches, Zvi. 1961. Hedonic Price Indexes for Automobiles: An Econometric Analysis of Quality Change, 137–196. in The Price Statistics of the Federal Government: New York.
Библиографическая ссылка Griliches, Zvi. 1964. Notes on the Measurement of Price and Quality Changes, 301404in Conference on Research in Income and Wealth: Models of Income Determination.
Библиографическая ссылка Griliches, Zvi. 1992. The Search for R&D Spillovers, Scandinavian Journal of Economics, 94: 29–47.
Библиографическая ссылка Griliches, Zvi. 1994. Productivity, R&D, and the Data Constraint, American Economic Review, 84(1) March: 1–23.
Библиографическая ссылка Hall, Robert E. 1971. The Measurement of Quality Changes from Vintage Price Data Edited by: Griliches, Zvi. 240–271.
Библиографическая ссылка Hulten, Charles R. 1992. Growth Accounting when Technical Change is Embodied in Capital, American Economic Review, 82(4) September: 964–980.
Библиографическая ссылка Hulten, Charles R., Robertson, James W. and Wykoff, Frank. 1989. Energy, 225–258. Obsolescence: Productivity Slowdown.
Библиографическая ссылка Hulten, Charles R. and Wykoff, Frank. 1981a. The Estimation of Economic Depreciation Using Vintage Asset Prices: An Application of the Box-Cox Power Transformation, Journal of Econometrics, 15(3) April: 367–396.
Библиографическая ссылка Hulten, Charles R. and Wykoff, Frank. 1981b. The Measurement of Economic Depreciation, 81–125in Charles R. Hulten: ed.
Библиографическая ссылка Jorgenson, Dale W. 1966. The Embodiment Hypothesis. Journal of Polirical Economy, 74(1) February: 1–17.
Библиографическая ссылка Jorgenson, Dale W. 1980. Accounting for Capital Edited by: von Furstenberg, George. 251–319.
Библиографическая ссылка Jorgenson, Dale W. 1989. Capital as a Factor of Production, 1–36. in Dale W. Jorgenson and Ralph Landau: eds.
Библиографическая ссылка Jorgenson, Dale W. 1990. Productivity and Economic Growth Edited by: Berndt, Ernst and Triplett, Jack. 19–118.
Библиографическая ссылка Jorgenson, Dale W. 1994.
Библиографическая ссылка Jorgenson, Dale W. and and Griliches, Zvi. 1967. The Explanation of Productivity Change, Review of Economic Studies, 34(3)(99) July: 249–283.
Библиографическая ссылка Jorgenson, Dale W. and and Yun, Kun-Young. 1991a. The Excess Burden of U.S. Taxation, Journal of Accounting, Auditing, and Finance, 6(4) Fall: 487–509.
Библиографическая ссылка Jorgenson, Dale W. and and Yun, Kun-Young. 1991b. Tax Reform and the Cost of Capital, New York: Oxford University Press.
Библиографическая ссылка Lichtenberg, Frank R. October 1993. The Output Contributions of Computer Equipment ande Personnel: A Firm-Level Analysis, October, New York: Columbia University.
Библиографическая ссылка Oliner, Stephen D. 1993. “Constant-Quality Price Change, Depreciation, and the Retirement of Mainframe Computers”. In Price Measurements and Their Uses, Edited by: Murray, F. Foss, Marilyn, E. Manser and Allan, H. Young. 19–61. Chicago: University of Chicago Press.
Библиографическая ссылка Oliner, Stephen D. 1994. Estimates of Depreciation and Retirement for Computer peripheral Equipment, Washington, Board of Governors of the Federal Reserve System, May
Библиографическая ссылка Pieper, Paul E. 1989. Construction Price Statistics Revisited Edited by: Jorgenson, Dale W. and Landau, Ralph. 293–330.
Библиографическая ссылка Pieper, Paul E. 1990. The Measurement of Construction Prices: Retrospect and Prospect Edited by: Berndt, Ernst and Triplett, Jack. 239–268.
Библиографическая ссылка Solow, Robert M. 1957. Technical Change and the Aggregate Production Function. Review of Economics and Statistics, 39(3) August: 312–320.
Библиографическая ссылка Solow, Robert M. 1960. Investment and Technical Progress, Edited by: Arrow, Kenneth J. 1959, Stanford, Stanford University Press, ppSamuel Karlin.
Библиографическая ссылка Statistical Office of the United Nations. 1968. “A System of Na!ional Accounts”. In Studies in Methods, Series F New York: Department of Economic and Social Affairs, United Nations. Rev. 3
Библиографическая ссылка Stone, Richard. 1956. Quantity and Price Indexes in National Accounts, Paris: Organization for European Economic Co-operation.
Библиографическая ссылка Triplett, Jack. 1983. Concepts of Quality in Input and Output Price Measures: A Resolution of the User Value Resource-Cost Debate Edited by: Foss, Murray F. 296–311
Библиографическая ссылка Triplett, Jack. 1986. The Economic Interpretation of Hedonic Methods, Survey of Current Business., 66(1) January: 36–40.
Библиографическая ссылка Triplett, Jack. 1989. Price and Technological Change in a Capital Good: Survey of Research on Computers Edited by: Jorgenson, Dale W. and Ralph, Landau. 127–213.
Библиографическая ссылка Waugh, Frederick V. 1929. Quality as a Determinant of Vegetable Prices, New York: Columbia University Press.
Библиографическая ссылка Wykoff, Frank C. 1989. Economic Depreciation and the User Cost of Business-Leased Automobiles, 259–292. in Dale W. Jorgenson and Ralph Landau. eds.: Technology and Capital Formation.
Библиографическая ссылка Young, Allan. 1989. BEA's Measurement of Computer Output, Survey of Current Business, 69(7) July: 108–115.

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