Abstract
For many years, there has been considerable debate about whether the IT revolution was paying off in higher productivity. Studies in the 1980s found no connection between IT investment and productivity in the U.S. economy, a situation referred to as the productivity paradox. Since then, a decade of studies at the firm and country level has consistently shown that the impact of IT investment on labor productivity and economic growth is significant and positive. This article critically reviews the published research, more than 50 articles, on computers and productivity. It develops a general framework for classifying the research, which facilitates identifying what we know, how well we know it, and what we do not know. The framework enables us to systematically organize, synthesize, and evaluate the empirical evidence and to identify both limitations in existing research and data and substantive areas for future research.The review concludes that the productivity paradox as first formulated has been effectively refuted. At both the firm and the country level, greater investment in IT is associated with greater productivity growth. At the firm level, the review further concludes that the wide range of performance of IT investments among different organizations can be explained by complementary investments in organizational capital such as decentralized decision-making systems, job training, and business process redesign. IT is not simply a tool for automating existing processes, but is more importantly an enabler of organizational changes that can lead to additional productivity gains.In mid-2000, IT capital investment began to fall sharply due to slowing economic growth, the collapse of many Internet-related firms, and reductions in IT spending by other firms facing fewer competitive pressures from Internet firms. This reduction in IT investment has had devastating effects on the IT-producing sector, and may lead to slower economic and productivity growth in the U.S. economy. While the turmoil in the technology sector has been unsettling to investors and executives alike, this review shows that it should not overshadow the fundamental changes that have occurred as a result of firms' investments in IT. Notwithstanding the demise of many Internet-related companies, the returns to IT investment are real, and innovative companies continue to lead the way.
- Alpar, P. and Kim, M. 1991. A microeconomic approach to the measurement of information technology value. J. Manage. Inform. Syst. 7, 2, 55--69. Google Scholar
- Autor, D., Katz, L., and Krueger, A. 1998. Computing inequality: Have computers changed the labor market? Quart. J. Econ. 113, 4 (Nov.), 1169--1213.Google Scholar
- Baily, M. N. and Gordon, R. 1988. The productivity slowdown, measurement issues, and the explosion of computer power. Brookings Pap. Econ. Act. 19, 2, 347--420.Google Scholar
- Baily, M. N. and Lawrence, R. Z. 2001. Do we have a new e-conomy? American Econ. Rev. 91, 2, 308--312.Google Scholar
- Banker, R., Kauffman, R., and Morey, R. 1990. Measuring gains in operational efficiency from information technology: A study of the positran deployment at Hardee's Inc. J. Manage. Inform. Syst. 7, 2, 29--54. Google Scholar
- Barua, A., Kriebel, C. H., and Mukhopadhyay, T. 1995. Information technologies and business value: An analytic and empirical investigation. Inform. Syst. Res. 6, 1, 3--23.Google Scholar
- Black, S. and Lynch, L. 1997. How to compete: The impact of workplace practices and information technology on productivity. Working paper National Bureau of Economic Research, Cambridge, MA.Google Scholar
- Bosworth, B. P. and Triplett, J. E. 2000. What's new about the new economy? IT, economic growth and productivity. Working paper. Brookings Institution, Washington, D.C.Google Scholar
- Bresnahan, T. F. 1986. Measuring the spillovers from technical advance: Mainframe computers in financial services. American Econ. Rev. 76, Sept. 34.Google Scholar
- Bresnahan, T. F. 1997. Computerization and wage dispersion: An analytical reinterpretation. Economic J.: J. Royal Econ. Soc. 109, 456, F390--F415.Google Scholar
- Bresnahan, T. F. 1999. Computerization and wage dispersion: An analytical reinterpretation. J. Royal Econ. Soc. 109, 456, F390--F415.Google Scholar
- Bresnahan, T. F., Brynjolfsson, E., and Hitt, L. M. 2002. Information technology, workplace organization and the demand for skilled labor: Firm-level evidence. Quart. J. Econ. 117, 1 (Feb.), 339--376.Google Scholar
- Brynjolfsson, E. 1993. The productivity paradox of information technology. Commun. ACM 36, 12, 66--77. Google Scholar
- Brynjolfsson, E. 1996. The contribution of information technology to consumer welfare. Inform. Syst. Res. 7, 3, 281--300.Google Scholar
- Brynjolfsson, E. and Hitt, L. M.1995. Information technology as a factor of production: The role of differences among firms. Econ. Innov. New Techn. 3, 3, 183--199.Google Scholar
- Brynjolfsson, E. and Hitt, L. M. 1996. Paradox lost? Firm-level evidence on the returns to information systems spending. Manage. Sci. 42, 4, 541--558. Google Scholar
- Brynjolfsson, E. and Hitt, L. M. 1998. Beyond the productivity paradox: Computers are the catalyst for bigger changes. Commun. ACM 41, 8 (Aug), 49--55. Google Scholar
- Brynjolfsson, E. and Hitt, L. M. 2000. Beyond computation: Information technology, organization transformation and business performance. J. Econ. Perspect. 14, 4, 23--48.Google Scholar
- Brynjolfsson, E., Hitt, L. M., and Yang, S. 1998. Intangible assets: How the interaction of information systems and organizational structure affects stock market valuation. In Proceedings of the International Conference on Information Systems (Helsinki, Finland, Aug.). Google Scholar
- Brynjolfsson, E., Hitt, L. M., and Yang, S. 2000. Beyond computation: Information technology, organizational transformation and business performance. J. Econ. Perspect. 14, 4, 23--48.Google Scholar
- Brynjolfsson, E. and Yang, S. 1996. Information technology and productivity: A review of the literature. Advanc. Comput. 43, 179--214.Google Scholar
- Brynjolfsson, E. and Yang, S. 1997. The intangible benefits and costs of computer investments: Evidence from financial markets. In Proceedings of the International Conference on Information Systems (Atlanta, GA.) Google Scholar
- Chennells, L. and Van Reenen, J. 1999. Has technology hurt less skilled workers? An econometric survey of the effects of technical change on the structure of pay and jobs. Working Paper Series No. W99/27. The Institute for Fiscal Studies, London, U.K.Google Scholar
- Cole, R., Chen, Y. C., Barquin-Stolleman, J. A., Dulberger, E. R., Helvacian, N., and Hodge, J. H. 1986. Quality-adjusted price indexes for computer-processors and selected peripheral equipment. Survey Curr. Bus. 66, 1, 41--50.Google Scholar
- Council of Economic Advisors. 2001. The annual report of the council of economic advisors. In The Economics of the President. U.S. Government Printing Office, Washington, D.C.Google Scholar
- Daveri, F. 2000. Is growth an information technology story in Europe too? Working paper. Universita di Parma, Parma, Italy.Google Scholar
- David, P. 1990. The dynamo and the computer: An historical perspective on the modern productivity paradox. American Econ. Rev. 80, 2 (May), 35--61.Google Scholar
- Dewan, S. and Kraemer, K. L. 1998. International dimensions of the productivity paradox. Commun. ACM 41, 8 (Aug.), 56--62. Google Scholar
- Dewan, S. and Kraemer, K. L. 2000. Information technology and productivity: Preliminary evidence from country-level data. Manage. Sci. 46, 4 (April), 548--562. Google Scholar
- Devaraj, S. and Kohli, R. 2002. Information technology payoff in the health care industry: A longitudinal study. J. Manage. Inform. Syst. 16, 4 (Spring), 41--68. Google Scholar
- Dewan, S. and Min, C. K. 1997. Substitution of information technology for other factors of production: A firm level analysis. Manage. Sci. 43, 12, 1660--1675. Google Scholar
- Dinardo, J. E. and Pischke, J. S. 1997. The returns to computer use revisited: Have pencils changed the wage structure too? Quart. J. Econ. 112, 1, 291--303.Google Scholar
- Dulberger, E. R. 1989. The application of an hedonic model to a quality adjusted price index for computer processors. In Technology and Capital Formation, D. W. Jorgenson and R. Landau, Eds. The MIT Press, Cambridge, MA, 37--75.Google Scholar
- Francalanci, C. and Galal, H. 1998. Information technology and worker composition: Determinants of productivity in the life insurance industry. MIS Quart. 22, 2, 227--241. Google Scholar
- Franke, R. H. 1987. Technological revolution and productivity decline: Computer introduction in the financial industry. Techn. Forecasting Soc. Change 31, 2, 143--154.Google Scholar
- Gilchrist, S., Gurbaxani, V., and Town, R. 2001. PCs and the productivity revolution. Working paper. Center for Research on Information Technology and Organizations, University of California, Irvine, Irvine, CA.Google Scholar
- Gordon, R. 1999. Has the "new economy" rendered the productivity slowdown obsolete? Working paper. Northwestern University, Evanston, IL.Google Scholar
- Gordon, R. 2000. Does the "new economy" measure up to the great inventions of the past? J. Econ. Perspect. 14, 4, 49--76.Google Scholar
- Gordon, R. 2001. Technology and economic performance in the American economy. Working Paper. National Bureau of Economic Research, Cambridge, MA. Version of paper prepared for the Council on Foreign Relations, Washington, D.C., and New York, NY.Google Scholar
- Greenan, N., Mairesse, J., and Topiol-Bensaid, A. 2001. Information technology and research and development impacts on productivity and skills: Looking for correlations on French firm-level data. In Information Technology, Productivity, and Economic Growth: International Evidence and Implications for Economic Development, M. POHJOLA, Ed. Oxford University Press, Cambridge, U.K., 119--148.Google Scholar
- Gurbaxani, V. and Whang, S. 1991. The impact of information systems on organizations and markets. Commun. ACM 34, 1, 59--73. Google Scholar
- Harris, S .E. and Katz, J. L. 1991. Organizational performance and information technology investment intensity in the insurance industry. Organizational Sci. 2, 3, 263--296.Google Scholar
- Hitt L. M. and Brynjolfsson, E. 1996. Productivity, business profitability, and consumer surplus: Three different measures of information technology value. MIS Quart. 20, 2, 121--142. Google Scholar
- Jorgenson, D. W. 2001. Information technology and the U.S. economy (Presidential address to the American Economic Association). American Econ. Rev. 91, 1, 1--32.Google Scholar
- Jorgenson, D. W., Ho, M. S., and Stiroh, K. J. 2002. Projecting productivity growth: Lessons from the U.S. growth resurgence. Paper prepared for the Conference on Technology, Growth and the Labor Market, Federal Reserve Bank of Atlanta, Atlanta, GA.Google Scholar
- Jorgenson, D. W. and Stiroh, K. J. 1995. Computers and growth. Econ. Innov. New Techn. 3, 4, 295--316.Google Scholar
- Jorgenson, D. W. and Stiroh, K. J. 1999. Information technology and growth. American Econ. Rev. 89, 2 (May), 109--115.Google Scholar
- Jorgenson, D. W. and Stiroh, K. J. 2000. Raising the speed limit: U.S. economic growth in the information age. Brookings Pap. Econ. Act. 1, 1, 125--211.Google Scholar
- King, J. L. 1996. Where are the payoffs from computerization? Technology, learning, and organizational change. In Computerization and Controversy, R. Kling, Ed. Academic Press, San Diego, CA, 239--260. Google Scholar
- Kraemer, K. L. and Dedrick, J. 1994. Payoffs from investment in information technology: Lessons from Asia-Pacific region. World Develop. 22, 12, 19--21.Google Scholar
- Kraemer, K. L. and Dedrick, J. 2001. Information technology and productivity: Results and implications of cross-country studies. In Information Technology and Economic Development, M. Pohjola, Ed. Oxford University Press, Cambridge, U.K. 257--279.Google Scholar
- Krueger, A. 1993. How computers have changed the wage structure: Evidence from micro data, 1984--1989. Quart. J. Econ. 108, 1, 33--60.Google Scholar
- Lal, K. 2001. The determinants of the adoption of information technology: A case study of the Indian garments industry. In Information Technology, Productivity, and Economic Growth: International Evidence and Implications for Economic Development. M. Pohjola, Ed. Oxford University Press, Cambridge, U.K., 149--174.Google Scholar
- Laudon, K. C. and Marr, K. L. 1994. Productivity and the enactment of a macro culture. NYU Center for Research on Information Systems, Department of Information Systems, New York University, New York, NY.Google Scholar
- Lichtenberg, F. R. 1995. The output contributions of computer equipment and personnel: A firm level analysis. Econ. Innov. New Techn. 3, 3-4, 201--217.Google Scholar
- Litan, R. E. and Rivlin, A. M. 2001. Projecting the economic impact of the Internet. Papers and Proceedings of the One Hundred Thirteenth Annual Meeting of the American Economic Association. American Econ. Rev. 91, 2 (May), 313--322.Google Scholar
- Loveman, G. W. 1994. An assessment of the productivity impact of information technologies. In Information Technology and the Corporation of the 1990s: Research Studies, T. J. Allen and M. S. Scott Morton, Eds. Oxford University Press, Cambridge, U.K., 84--110.Google Scholar
- Malone, T. W., Yates, J., and Benjamin, R. I. 1989. The logic of electronic markets. Harvard Bus. Rev. 67, 3 (May-June), 166--172. Google Scholar
- Mckinsey Global Institute. 2001. U.S. Productivity Growth 1995--2000: Understanding the Contribution of Information Technology Relative to Other Factors. McKinsey Global Institute, Washington. D.C.Google Scholar
- Melville, N. 2001. Information technology investment impact and industry structure: Evidence from firms and industries. Ph. D. dissertation. University of California, Irvine, Irvine, CA.Google Scholar
- Mukhopadhyay, T., Kekre, S., and Kalathur, S. 1995. Business value of information technology: A study of electronic data interchange. MIS Quart. 19, 2, 137--156. Google Scholar
- Nordhaus, W. D. 2001. Productivity growth and the new economy. NBER Working Paper No. 8096. National Bureau of Economic Research, Cambridge, MA.Google Scholar
- Oliner, S. D. and Sichel, D. E. 1994. Computers and output growth revisited: How big is the puzzle? Brookings Pap. Econ. Act. 2, 2, 273--317.Google Scholar
- Oliner, S. D. and Sichel, D. E. 2000. The resurgence of growth in the late 1990s: Is information technology the story? J. Econ. Perspect. 14, 4, 3--22.Google Scholar
- Oliner, S. D. and Sichel, D. E. 2002. Information technology and productivity: Where are we now and where are we going? Econ. Rev. 3, 3, 15--41.Google Scholar
- Pohjola, M. 2001. Information technology and economic growth: A cross-country analysis. In Information Technology and Economic Development. M. POHJOLA, Ed. Oxford University Press, Cambridge, U.K., 242--256.Google Scholar
- Ramirez, R., Kraemer, K. L., and Lawler, E. 2001. The contribution of information technology investments to firm performance: Influence of management practices. Working paper. Center for Research on Information Technology and Organizations, University of California, Irvine, Irvine, CA.Google Scholar
- Roach, S. S. 1987. America's technology dilemma: A profile of the information economy. Morgan Stanley Special Economic Study (April).Google Scholar
- Roach, S. S. 1989. Pitfalls of the new assembly line: Can service learn from manufacturing? Morgan Stanley Special Economic Study (June 22).Google Scholar
- Roach, S. S. 1991. Services under siege: The restructuring imperative. Harvard Bus. Rev. 39, 2 (Sept-Oct.), 82--92.Google Scholar
- Romer, P. M. 1986. Increasing returns and long-run growth. J. Polit. Econ. 94, 5, 1002--1037.Google Scholar
- Schreyer, P. 1999. The contribution of information and communication technology to output growth. Statistical Working Paper No. 99:4. OECD, Paris, France.Google Scholar
- Sichel, D. E. 1997. The Computer Revolution: An Economic Perspective. Brookings Institution Press, Washington, D.C. Google Scholar
- Solow, R. 1987. We'd better watch out. New York Times Book Review (July 12).Google Scholar
- Srinivasan, X., Kekre, S., and Mukhopadhyay, T. 1994. Impact of electronic data interchange technology on JIT shipments. Manage. Sci. 40, 10, 1291--1304. Google Scholar
- Stiglitz, J. 2002. The roaring nineties. Atlantic Month. 290, 3 (Oct.), 76--89.Google Scholar
- Stiroh, K. J. 2001a. Information technology and the U.S. productivity revival: What does the industry data say? Unpublished paper. Federal Reserve Bank of New York.Google Scholar
- Stiroh, K. J. 2001b. What drives productivity growth? Econ. Policy Rev. 7, 1 (March), 37--59.Google Scholar
- Strassmann, P. A. 1990. The Business Value of Computers: An Executive's Guide. Information Economics Press, New Canaan, CT. Google Scholar
- Tallon, P., Kraemer, K. L., and Gurbaxani, V. 2000. Executives perspectives on the business value of information technology. J. Manage. Inform. Syst. 16, 4, 145--173. Google Scholar
- Triplett, J. E. and Bosworth, B. P. 2002. "Baumol's disease" has been cured: IT and multifactor productivity in U.S. services industries. Unpublished paper. The Brookings Institution, Washington, D.C.Google Scholar
- Weill, P. 1992. The relationship between information technology and firm performance: A study of the valve-manufacturing sector. Inform. Syst. Res. 3, 4, 307--333.Google Scholar
- Whelan, K. 2000. Computers, obsolescence, and productivity. Finance and Economic Discussions Services, 2000-06, Board of Governors of the Federal Reserve System.Google Scholar
- Zuboff, S. 1988. In the age of the Smart Machine: The Future of Work and Power. Basic Books, New York, NY. Google Scholar
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