Information Technology As A Factor Of Production: The Role Of Differences Among Firms

Despite evidence that information technology (IT) has recently become a productive investment for a large cross-section of firms, a number of questions remain. Some of these issues can be addressed by extending the basic production function approach that was applied in earlier work. Specifically, in this short paper we 1) control for individual firm differences in productivity by employing a "firm effects" specification, 2) consider the more flexible translog specification instead of only the Cobb-Douglas specification, and 3) allow all parameters to vary between various subsectors of the economy. We find that while "firm effects" may account for as much as half of the productivity benefits imputed to IT in earlier studies, the elasticity of IT remains positive and statistically significant. We also find that the estimates of IT elasticity and marginal product are little-changed when the less restrictive translog production function is employed. Finally, we find only limited evidence of differences in IT's marginal product between manufacturing and services and between the "measurable" and "unmeasurable" sectors of the economy. Surprisingly, we find that the marginal product of IT is at least as high in firms that did not grow during 1988-1992 sample period as it is in firms that grew.

[1]  Dale W. Jorgenson,et al.  The Measurement of U.S. Real Capital Input, 1929-1967 , 1969 .

[2]  Zvi Griliches,et al.  Issues in Assessing the Contribution of Research and Development to Productivity Growth , 1979 .

[3]  Jerry A. Hausman,et al.  Errors in Variables in Panel Data , 1984 .

[4]  M. C. Jensen,et al.  Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers , 1999 .

[5]  Thomas W. Malone,et al.  Modeling Coordination in Organizations and Markets , 1987 .

[6]  James Brian Quinn,et al.  Technology in services , 1987 .

[7]  Zvi Griliches,et al.  Productivity Puzzles and R&D: Another Nonexplanation , 1988 .

[8]  Paul A. David,et al.  COMPUTER AND DYNAMO: The Modern Productivity Paradox in a Not-Too Distant Mirror , 1989 .

[9]  Michael Hammer,et al.  Reengineering Work: Don’t Automate, Obliterate , 1990 .

[10]  Paul R. Milgrom,et al.  The Economics of Modern Manufacturing: Technology, Strategy, and Organization , 1990 .

[11]  Zvi Griliches,et al.  Price Indexes for Microcomputers: an Exploratory Study , 1990 .

[12]  Robert J. Gordon,et al.  The measurement of durable goods prices , 1991 .

[13]  S. Roach Services under siege--the restructuring imperative. , 1991, Harvard business review.

[14]  Zvi Griliches,et al.  Purchased Services, Outsourcing, Computers, and Productivity in Manufacturing , 1991 .

[15]  M. Paul,et al.  Assessing the Productivity of Information Technology Equipment in U.S. Manufacturing Industries , 1991 .

[16]  N. Niman Modeling coordination in organizations and markets , 1992 .

[17]  John Grant,et al.  The impact of logic programming on databases , 1992, CACM.

[18]  E. Berndt,et al.  High-tech capital formation and economic performance in U.S. manufacturing industries : an exploratory analysis , 1992 .

[19]  P. Attewell Information technology and the productivity paradox , 1993 .

[20]  Erik Brynjolfsson,et al.  The productivity paradox of information technology , 1993, CACM.

[21]  Diane Wilson Assessing the impact of information technology on organizational performance , 1993 .

[22]  F. Lichtenberg The Output Contributions of Computer Equipment and Personnel: A Firm- Level Analysis , 1993 .

[23]  Lorin M. Hitt,et al.  Is Information Systems Spending Productive? New Evidence and New Results , 1993, ICIS.

[24]  Lorin M. Hitt,et al.  New Evidence on the returns of information systems , 1993 .

[25]  Richard E. Caves,et al.  Fat: The Displacement of Nonproduction Workers from U.S. Manufacturing Industries , 1993 .

[26]  Stephen D. Oliner,et al.  Computers and Output Growth Revisited: How Big Is the Puzzle? , 1994 .

[27]  Lorin M. Hitt,et al.  Computers and economic growth: firm-level evidence , 1994 .

[28]  T. Allen,et al.  Information Technology and the Corporation of the 1990s: Research Studies , 1994 .

[29]  Zvi Griliches,et al.  Output Measurement in the Service Sectors. , 1995 .

[30]  E. Brynjolfsson,et al.  Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending , 1996 .

[31]  C. Morrison Assessing the Productivity of Information Technology Equipment in U.S. Manufacturing Industries , 1991, Review of Economics and Statistics.