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Index Number and Factor Demand Approaches to the Estimation of Productivity

  • David H. Good
  • M. Ishaq Nadiri
  • Robin C. Sickles

In this paper we review a number of analytical methods and issues related to identifying and estimating the source of productivity growth. The two major methods used in measuring productivity growth -- index number and econometric estimation approach -- are briefly discussed. Substantive issues such as the contribution of R&D capital and R&D spillovers, infrastructure capital, allocative distortions, nature of the market structure and technological advancement on productivity growth at various levels of aggregation are examined. The attributes of the static and dynamic factor demand models used to estimate the contribution of different inputs to productivity growth are described and the evaluation of the production process changes in response to exogenous factors and their impact on productivity growth are discussed. Econometric issues and data considerations for proper estimation of the underlying structural models are noted briefly as well.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 5790.

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Date of creation: Oct 1996
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Publication status: published as Pesaran, H. and P. Schmidt (eds.) Handbook of Applied Econometrics Vol. II-Microeconometrics. Malden, MA: Blackwell Publishers, 1997.
Handle: RePEc:nbr:nberwo:5790
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  1. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-70, November.
  2. Shah, Anwar, 1992. "Dynamics of Public Infrastructure, Industrial Productivity and Profitability," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 28-36, February.
  3. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
  4. Pindyck, Robert S & Rotemberg, Julio J, 1983. " Dynamic Factor Demands under Rational Expectations," Scandinavian Journal of Economics, Wiley Blackwell, vol. 85(2), pages 223-38.
  5. Good, David H. & Roller, Lars-Hendrik & Sickles, Robin C., 1995. "Airline efficiency differences between Europe and the US: Implications for the pace of EC integration and domestic regulation," European Journal of Operational Research, Elsevier, vol. 80(3), pages 508-518, February.
  6. V. Joseph Hotz & Robert A. Miller & Seth Sanders & Jeffrey Smith, 1994. "A Simulation Estimator for Dynamic Models of Discrete Choice," Review of Economic Studies, Oxford University Press, vol. 61(2), pages 265-289.
  7. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
  8. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
  9. Toda, Yasushi, 1976. "Estimation of a Cost Function When the Cost Is Not Minimum: The Case of Soviet Manufacturing Industries, 1958-1971," The Review of Economics and Statistics, MIT Press, vol. 58(3), pages 259-68, August.
  10. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
  11. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 497-529.
  12. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
  13. Steven Stern, 1994. "Two Dynamic Discrete Choice Estimation Problems and Simulation Method Solutions," Virginia Economics Online Papers 389, University of Virginia, Department of Economics.
  14. Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1989. "Production Frontiers With Cross-Sectinal And Time-Series Variation In Efficiency Levels," Working Papers 89-18, C.V. Starr Center for Applied Economics, New York University.
  15. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-68, August.
  16. Bernstein, Jeffrey I. & Nadiri, M. Ishaq, 1988. "Research and Development and Intraindustry Spillovers: An Empirical Application of Dynamic Duality," Working Papers 88-06, C.V. Starr Center for Applied Economics, New York University.
  17. Spence, Michael, 1984. "Cost Reduction, Competition, and Industry Performance," Econometrica, Econometric Society, vol. 52(1), pages 101-21, January.
  18. Aschauer, David Alan, 1989. "Does public capital crowd out private capital?," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 171-188, September.
  19. Berndt, Ernst R & Morrison, Catherine J, 1981. "Capacity Utilization Measures: Underlying Economic Theory and an Alternative Approach," American Economic Review, American Economic Association, vol. 71(2), pages 48-52, May.
  20. Bernstein, Jeffrey I, 1989. "The Structure of Canadian Inter-industry R&D Spillovers, and the Rates of Return to R&D," Journal of Industrial Economics, Wiley Blackwell, vol. 37(3), pages 315-28, March.
  21. Benjamin Eden & Zvi Griliches, 1991. "Productivity, Market Power and Capacity Utilization When Spot Markets are Complete," NBER Working Papers 3697, National Bureau of Economic Research, Inc.
  22. Edwin Mansfield & John Rapoport & Anthony Romeo & Samuel Wagner & George Beardsley, 1977. "Social and Private Rates of Return from Industrial Innovations," The Quarterly Journal of Economics, Oxford University Press, vol. 91(2), pages 221-240.
  23. Keane, Michael P & Wolpin, Kenneth I, 1994. "The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 648-72, November.
  24. James E. Long & Albert N. Link, 1983. "The Impact of Market Structure on Wages, Fringe Benefits, and Turnover," ILR Review, Cornell University, ILR School, vol. 36(2), pages 239-250, January.
  25. Morrison, C. J. & Berndt, E. R., 1981. "Short-run labor productivity in a dynamic model," Journal of Econometrics, Elsevier, vol. 16(3), pages 339-365, August.
  26. R J Colwell & E P Davis, 1992. "Output, Productivity and Externalities - the Case of Banking," Bank of England working papers 3, Bank of England.
  27. W. Erwin Diewert, 1996. "Axiomatic and Economic Approaches to International Comparisons," NBER Working Papers 5559, National Bureau of Economic Research, Inc.
  28. John A. Tatom, 1991. "Public capital and private sector performance," Review, Federal Reserve Bank of St. Louis, issue May, pages 3-15.
  29. McFadden, Daniel & Ruud, Paul A, 1994. "Estimation by Simulation," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 591-608, November.
  30. Wallace Hendricks & Peter Feuille & Carol Szerszen, 1980. "Regulation, Deregulation, and Collective Bargaining in Airlines," ILR Review, Cornell University, ILR School, vol. 34(1), pages 67-81, October.
  31. Morrison, Catherine J, 1992. "Unraveling the Productivity Growth Slowdown in the United States, Canada and Japan: The Effects of Subequilibrium, Scale Economies and Markups," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 381-93, August.
  32. Lee, Lung-Fei & Pitt, Mark M, 1986. "Microeconometric Demand Systems with Binding Nonnegativity Constraints: The Dual Approach," Econometrica, Econometric Society, vol. 54(5), pages 1237-42, September.
  33. Baumol, William J & Wolff, Edward N, 1983. " Feedback from Productivity Growth to R & D," Scandinavian Journal of Economics, Wiley Blackwell, vol. 85(2), pages 147-57.
  34. Zvi Eckstein & Kenneth I. Wolpin, 1989. "The Specification and Estimation of Dynamic Stochastic Discrete Choice Models: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 562-598.
  35. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45 National Bureau of Economic Research, Inc.
  36. Lovell, C A Knox & Sickles, Robin C, 1983. "Testing Efficiency Hypotheses in Joint Production: A Parametric Approach," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 51-58, February.
  37. Good, D.H. & Nadiri, M.I. & Roller, L.H. & Sickles, R., 1992. "Efficiency and Productivity Growth Comparisons of European and U.S. Air Carriers : A First Look at the Data," Working Papers 92-22, C.V. Starr Center for Applied Economics, New York University.
  38. Atkinson, Scott E & Cornwell, Christopher, 1994. "Parametric Estimation of Technical and Allocative Inefficiency with Panel Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(1), pages 231-43, February.
  39. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers," Economic Journal, Royal Economic Society, vol. 92(365), pages 73-86, March.
  40. Richard H. Spady & Ann F. Friedlaender, 1978. "Hedonic Cost Functions for the Regulated Trucking Industry," Bell Journal of Economics, The RAND Corporation, vol. 9(1), pages 159-179, Spring.
  41. Reinganum, Jennifer F., 1981. "Dynamic games of innovation," Journal of Economic Theory, Elsevier, vol. 25(1), pages 21-41, August.
  42. Kumbhakar, Sabul C., 1993. "Production risk, technical efficiency, and panel data," Economics Letters, Elsevier, vol. 41(1), pages 11-16.
  43. Duffy-Deno, Kevin T. & Eberts, Randall W., 1991. "Public infrastructure and regional economic development: A simultaneous equations approach," Journal of Urban Economics, Elsevier, vol. 30(3), pages 329-343, November.
  44. Barry T. Hirsch, 1988. "Trucking Regulation, Unionization, and Labor Earnings: 1973-85," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 296-319.
  45. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-57, September.
  46. Norsworthy, J R & Malmquist, David H, 1983. "Input Measurement and Productivity Growth in Japanese and U.S. Manufacturing," American Economic Review, American Economic Association, vol. 73(5), pages 947-67, December.
  47. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  48. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
  49. Rose, Nancy L, 1987. "Labor Rent Sharing and Regulation: Evidence from the Trucking Industry," Journal of Political Economy, University of Chicago Press, vol. 95(6), pages 1146-78, December.
  50. Larry G. Epstein, 1981. "Duality Theory and Functional Forms for Dynamic Factor Demands," Review of Economic Studies, Oxford University Press, vol. 48(1), pages 81-95.
  51. David Card, 1985. "The Impact of Deregulation on the Employment and Wages of Airline Mechanics," Working Papers 570, Princeton University, Department of Economics, Industrial Relations Section..
  52. Nadiri, M Ishaq & Rosen, Sherwin, 1969. "Interrelated Factor Demand Functions," American Economic Review, American Economic Association, vol. 59(4), pages 457-71, Part I Se.
  53. Ernst R. Berndt & Bengt Hansson, 1991. "Measuring the Contribution of Public Infrastructure Capital in Sweden," NBER Working Papers 3842, National Bureau of Economic Research, Inc.
  54. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-70, December.
  55. Nadiri, M Ishaq, 1970. "Some Approaches to the Theory and Measurement of Total Factor Productivity: A Survey," Journal of Economic Literature, American Economic Association, vol. 8(4), pages 1137-77, December.
  56. Keeler, Theodore E. & Ying, John S., 1988. "Measuring the benefits of a large public investment : The case of the U.S. Federal-aid highway system," Journal of Public Economics, Elsevier, vol. 36(1), pages 69-85, June.
  57. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1988. "Rates Of Return On Physical And R&D Capital And Structure Of The Production Process: Cross Section And Time Series Evidence," NBER Working Papers 2570, National Bureau of Economic Research, Inc.
  58. Sickles, Robin C., 1985. "A nonlinear multivariate error components analysis of technology and specific factor productivity growth with an application to the U.S. Airlines," Journal of Econometrics, Elsevier, vol. 27(1), pages 61-78, January.
  59. Douglas Holtz-Eakin, 1992. "Public-Sector Capital and the Productivity Puzzle," NBER Working Papers 4122, National Bureau of Economic Research, Inc.
  60. Alicia H. Munnell & Leah M. Cook, 1990. "How does public infrastructure affect regional economic performance?," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 11-33.
  61. Jeffrey Bernstein & Ishaq Nadiri, 1988. "Interindustry R&D Spillovers, Rates of Return, and Production in High-Tech Industries," Carleton Industrial Organization Research Unit (CIORU) 88-01, Carleton University, Department of Economics.
  62. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
  63. Atkinson, Scott E & Cornwell, Christopher, 1994. "Estimation of Output and Input Technical Efficiency Using a Flexible Form and Panel Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(1), pages 245-55, February.
  64. Robert Eisner, 1991. "Infrastructure and regional economic performance: comment," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 47-58.
  65. Baltagi, Badi H & Griffin, James M, 1988. "A General Index of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 20-41, February.
  66. Sickles, Robin C. & Good, David & Johnson, Richard L., 1986. "Allocative distortions and the regulatory transition of the U.S. airline industry," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 143-163.
  67. David H. Good & M. Ishaq Nadiri & Robin C. Sickles, 1991. "The Structure of Production, Technical Change and Efficiency in a Multiproduct Industry: An Application to U.S. Airlines," NBER Working Papers 3939, National Bureau of Economic Research, Inc.
  68. Mansfield, Edwin, 1988. "Industrial R&D in Japan and the United States: A Comparative Study," American Economic Review, American Economic Association, vol. 78(2), pages 223-28, May.
  69. Colwell, R J & Davis, E P, 1992. " Output and Productivity in Banking," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages S111-29, Supplemen.
  70. Hotz, V Joseph & Kydland, Finn E & Sedlacek, Guilherme L, 1988. "Intertemporal Preferences and Labor Supply," Econometrica, Econometric Society, vol. 56(2), pages 335-60, March.
  71. Pindyck, Robert S & Rotemberg, Julio J, 1983. "Dynamic Factor Demands and the Effects of Energy Price Shocks," American Economic Review, American Economic Association, vol. 73(5), pages 1066-79, December.
  72. Jeffrey I. Bernstein, 1988. "Costs of Production, Intra- and Interindustry R&D Spillovers: Canadian Evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 21(2), pages 324-47, May.
  73. Douglas W. Caves & Laurits R. Christensen & Michael W. Tretheway, 1984. "Economies of Density versus Economies of Scale: Why Trunk and Local Service Airline Costs Differ," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 471-489, Winter.
  74. Lynde, Catherine & Richmond, James, 1992. "The Role of Public Capital in Production," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 37-44, February.
  75. John W. Kendrick, 1961. "Productivity Trends in the United States," NBER Books, National Bureau of Economic Research, Inc, number kend61-1.
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