Beyond productivity--productivity and the three types of efficiencies of information technology industries

Abstract The purpose of this paper is to analyze productivity and efficiency of information technology industries of fourteen OECD countries. IT productivity has been studied for years and most papers have confirmed the IT productivity. Some even proved that IT productivity is far better than other factors. The impact of IT to the economy depends not only on the productivity but also on the size of IT production. Thus, to analyze productivity and efficiency of IT industries is important. They are the drive for the economic growth in the new economy. Although productivity has been analyzed and discussed in the information systems field for years, little research has been done in efficiency of IT. This paper analyzes the productivity and productive efficiency of fourteen OECD countries and compared them to each other. The models we used in this paper follow Kumbhakar's 1989 models [Rev. Econ. Stat. (1989) 595] and some other econometric models in other productive efficiency studies. By using these models, we were allowed to estimate three different types of (in)efficiencies—technical, allocative and scale, and the percentage loss due to the inefficiency.

[1]  C. Lovell,et al.  Estimating technical and allocative inefficiency relative to stochastic production and cost frontiers , 1979 .

[2]  B.B.M. Shao,et al.  Measuring the value of information technology in technical efficiency with stochastic production frontiers , 2001, Inf. Softw. Technol..

[3]  Ernst R. Berndt,et al.  High-Tech Capital Formation and Labor Composition in U.S. Manufacturing Industries: An Exploratory Analysis , 1992 .

[4]  D. Aigner,et al.  P. Schmidt, 1977,?Formulation and estimation of stochastic frontier production function models,? , 1977 .

[5]  G. Battese,et al.  Frontier production functions, technical efficiency and panel data: With application to paddy farmers in India , 1992 .

[6]  G. Battese,et al.  A model for technical inefficiency effects in a stochastic frontier production function for panel data , 1995 .

[7]  Kenneth L. Kraemer,et al.  International dimensions of the productivity paradox , 1998, CACM.

[8]  Subal C. Kumbhakar,et al.  The specification of technical and allocative inefficiency in stochastic production and profit frontiers , 1987 .

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

[10]  P. Schmidt,et al.  Production Frontiers and Panel Data , 1984 .

[11]  S. Kumbhakar,et al.  A Study of Economic Efficiency of Utah Dairy Farmers: A System Approach , 1989 .

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

[13]  Kaj Grønbæk,et al.  CSCW challenges: cooperative design in engineering projects , 1993, CACM.

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

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

[16]  Lorin M. Hitt,et al.  Productivity, Business Profitability, and Consumer Surplus: Three Different Measures of Information Technology Value , 1996, MIS Q..

[17]  S. Kumbhakar,et al.  Labour-Use Efficiency in Swedish Social Insurance Offices , 1995 .

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

[19]  K. Kraemer,et al.  : Evidence from , 2022 .

[20]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[21]  C. Lovell,et al.  A survey of frontier production functions and of their relationship to efficiency measurement , 1980 .

[22]  E. Brynjolfsson,et al.  Information Technology As A Factor Of Production: The Role Of Differences Among Firms , 1995 .

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

[24]  R. Kopp The Measurement of Productive Efficiency: A Reconsideration , 1981 .

[25]  G. Battese,et al.  Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data , 1988 .

[26]  Chung-ki Min,et al.  The substitution of information technology for other factors of production: a Firm Level Analysis , 1997 .

[27]  S. Kumbhakar Estimation of Technical Efficiency Using Flexible Functional Form and Panel Data , 1989 .

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

[29]  Wesley S. Shu,et al.  Will the New Economy Emerge as Information Technology Pays Off? , 2001, J. Assoc. Inf. Syst..