Information Technology, Education, and the Sources of Economic Growth across U.S. Industries

This paper generates new industry-level data to examine the sources of the U.S. economic resurgence after 1995. We employ a production possibility frontier to aggregate across industries and show that investment in information technology (IT), increases in the employment of non-college educated workers, and productivity gains account for the surge in output. A closer look at the underlying industry data shows enormous variation in patterns of input accumulation and productivity growth. We conclude that failure to account for this variation can create a misleading perception of the sources of economic growth.

[1]  M. Spence Job Market Signaling , 1973 .

[2]  Dale W. Jorgenson,et al.  Federal Reserve Bank of Atlanta E C O N O M I C R E V I E W Third Quarter 2002 Projecting Productivity Growth: Lessons from the U.s. Growth Resurgence , 2022 .

[3]  Stephen D. Oliner,et al.  The Resurgence of Growth in the Late 1990s: Is Information Technology the Story? , 2000 .

[4]  Dale W. Jorgenson,et al.  Raising the Speed Limit , 2000 .

[5]  Per Krusell,et al.  Long-Run Implications of Investment-Specific Technological Change , 1995 .

[6]  William Gullickson Measurement of Productivity Growth in U.S. Manufacturing , 1995 .

[7]  Ernst R. Berndt,et al.  Productivity measurement with adjustments for variations in capacity utilization and other forms of temporary equilibrium , 1986 .

[8]  E. Kroch,et al.  Schooling as Human Capital or a Signal: Some Evidence , 1994 .

[9]  Karl Whelan,et al.  Computers, Obsolescence, and Productivity , 2000, Review of Economics and Statistics.

[10]  Susanto Basu,et al.  Returns to Scale in U.S. Production: Estimates and Implications , 1997, Journal of Political Economy.

[11]  D. Jorgenson,et al.  Raising the Speed Limit: U.S. Economic Growth in the Information Age , 2000 .

[12]  Gary S. Becker,et al.  Human Capital, Effort, and the Sexual Division of Labor , 1985, Journal of Labor Economics.

[13]  D. Jorgenson Information Technology and the U.S. Economy , 2001 .

[14]  Dale W. Jorgenson,et al.  The Embodiment Hypothesis , 1966, Journal of Political Economy.

[15]  E. Brynjolfsson,et al.  Beyond Computation: Information Technology, Organizational Transformation and Business Performance , 2000 .

[16]  K. Stiroh Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say? , 2001 .

[17]  Stephen D. Oliner,et al.  Federal Reserve Board , 2001 .

[18]  Robert E. Hall,et al.  The Relation between Price and Marginal Cost in U.S. Industry , 1988, Journal of Political Economy.

[19]  Dale W. Jorgenson,et al.  Tax Policy and Investment Behavior , 1967 .

[20]  M. Baily,et al.  The Productivity Slowdown, Measurement Issues, and the Explosion of Computer Power , 1989 .

[21]  R. Middleton,et al.  Solow, Robert M , 2002 .

[22]  Dale W. Jorgenson,et al.  Lifting the burden : tax reform, the cost of capital, and U.S. economic growth , 2001 .

[23]  Franklin M. Fisher,et al.  Aggregation : aggregate production functions and related topics , 1992 .

[24]  D. Jorgenson,et al.  U.S. Productivity Growth by Industry, 1947–73 , 1980 .

[25]  R. Solow TECHNICAL CHANGE AND THE AGGREGATE PRODUCTION FUNCTION , 1957 .

[26]  Per Krusell,et al.  The Role of Investment-Specific Technological Change in the Business Cycle , 2000 .

[27]  C. Corrado,et al.  Decomposition of Productivity and Unit Costs , 1999 .

[28]  Z. Hercowitz,et al.  The 'embodiment' controversy: A review essay , 1998 .

[29]  Z. Griliches,et al.  The Explanation of Productivity Change , 1967 .

[30]  Michael J. Harper,et al.  Possible Measurement Bias in Aggregate Productivity Growth , 1999 .

[31]  Fellow,et al.  The New Economy: Post Mortem or Second Wind? , 2002 .

[32]  K. Stiroh,et al.  The Embodiment Controversy : You Can ' t Have Two Prices in a One-Sector Model , 2001 .

[33]  Alwyn Young,et al.  The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience , 1994 .

[34]  M. King,et al.  INVESTMENT AND TECHNICAL PROGRESS , 1992 .

[35]  W. Diewert Aggregation Problems in the Measurement of Capital , 1980 .

[36]  D. Crippen The Budget and Economic Outlook: Fiscal Years 2003-2012 , 2002 .

[37]  J. Bradford DeLong,et al.  Productivity Growth in the 2000s , 2002, NBER macroeconomics annual.

[38]  D. Jorgenson,et al.  The Quality of the U.S. Work Force, 1948-95 , 1999 .

[39]  David A. Jaeger Reconciling the Old and New Census Bureau Education Questions: Recommendations for Researchers , 1997 .

[40]  D. Jorgenson Economic growth in the information age , 2002 .

[41]  Dale W. Jorgenson,et al.  Productivity and U.S. Economic Growth , 1999 .

[42]  Brian C. Moyer,et al.  Gross Domestic Product by Industry for 1997–99 , 1999 .

[43]  G. Bush Economic Report of the President , 2001 .

[44]  Susanto Basu,et al.  Are Apparent Productive Spillovers a Figment of Specification Error? , 1994 .

[45]  Barbara M. Fraumeni,et al.  The Measurement of Depreciation in the U.S. National Income and Product Accounts , 1997 .

[46]  P. Lally,et al.  Fixed Assets and Consumer Durable Goods for 1925-2001 , 2002 .

[47]  Dale W. Jorgenson,et al.  Productivity and Economic Growth , 1990 .

[48]  M. Baily,et al.  Do We Have a New E-Conomy? , 2001 .

[49]  E. Domar,et al.  ON THE MEASUREMENT OF TECHNOLOGICAL CHANGE , 1961 .