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Dynamic Factor Demand Models and Productivity Analysis

Listed author(s):
  • M. Ishaq Nadiri
  • Ingmar R. Prucha

In this paper we discuss recent advances in modeling and estimating dynamic factor demand models, and review the use of such models in analyzing the production structure, the determinants of variable and quasi-fixed factors, and productivity growth. The paper also discusses the traditional approach to productivity analysis based on the Divisia index number methodology. Both approaches may be seen as being complementary. The conventional index number approach will measure the rate of technical change correctly if certain assumptions about the underlying technology of the firm and output and input markets hold. The approach is appealing in that it can be easily implemented. However, if the underlying assumptions do not hold, then the conventional index number approach will, in general, yield biased estimates of technical change. The econometric approach based on general dynamic factor demand models allows for a careful testing of various features of a postulated model. Furthermore it not only provides a framework to estimate technical change, but can also yield a rich set of critical information on the structure of production, the dynamics of investment in physical and R&D capital, the effects of spillovers, the depreciation rate of capital, the impact of taxes, expectations, etc. The paper provides both a review of recent methodology developed for the specification and estimation of dynamic factor demand models, as well as a review of recent applications. The paper also explores in terms of a Monte Carlo study how estimates of important characteristics of the production process can be affected by model misspecification. The study suggests that characteristics of the production structure such as scale and technical change are sensitive to model misspecification, and that adopting a simple specification for reasons of convenience may result in serious biases.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 7079.

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Date of creation: Apr 1999
Publication status: published as Dynamic Factor Demand Models and Productivity Analysis , M. Ishaq Nadiri, Ingmar Prucha. in New Developments in Productivity Analysis , Hulten, Dean, and Harper. 2001
Handle: RePEc:nbr:nberwo:7079
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  1. Madan, Dilip B. & Prucha, Ingmar R., 1987. "A Note on the Estimation of Non-Symmetric Dynamic Factor Demand Models," Working Papers 87-25, C.V. Starr Center for Applied Economics, New York University.
  2. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1988. "Investment, Depreciation, And Capital Utilization," NBER Working Papers 2571, National Bureau of Economic Research, Inc.
  3. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Introduction to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages -7--3 National Bureau of Economic Research, Inc.
  4. M. Ishaq Nadiri & Ingmar R. Prucha, 1993. "Estimation of the Depreciation Rate of Physical and R&D Capital in the U.S. Total Manufacturing Sector," NBER Working Papers 4591, National Bureau of Economic Research, Inc.
  5. W. Erwin Diewert, 1980. "Aggregation Problems in the Measurement of Capital," NBER Chapters, in: The Measurement of Capital, pages 433-538 National Bureau of Economic Research, Inc.
  6. Catherine J. Morrison, 1985. "Productivity Measurement with Nonstatic Expectations and Varying Capacity Utilization: An Integrated Approach," NBER Working Papers 1561, National Bureau of Economic Research, Inc.
  7. Douglas G. Steigerwald & Charles Stuart, 1997. "Econometric Estimation Of Foresight: Tax Policy And Investment In The United States," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 32-40, February.
  8. Rosen, Sherwin & Nadiri, M Ishaq, 1974. "A Disequilibrium Model of Demand for Factors of Production," American Economic Review, American Economic Association, vol. 64(2), pages 264-270, May.
  9. Treadway, Arthur B, 1971. "The Rational Multivariate Flexible Accelerator," Econometrica, Econometric Society, vol. 39(5), pages 845-855, September.
  10. 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.
  11. Bernstein, Jeffrey I & Nadiri, M Ishaq, 1988. "Interindustry R&D Spillovers, Rates of Return, and Production in High-Tech Industries," American Economic Review, American Economic Association, vol. 78(2), pages 429-434, May.
  12. Nadiri, M. Ishaq & Prucha, Ingmar R., 1987. "On the Computation of Estimators in Systems with Implicitly Defined Variables," Working Papers 87-40, C.V. Starr Center for Applied Economics, New York University.
  13. Mamuneas, Theofanis P. & Ishaq Nadiri, M., 1996. "Public R&D policies and cost behavior of the US manufacturing industries," Journal of Public Economics, Elsevier, vol. 63(1), pages 57-81, December.
  14. Prucha, Ingmar R. & Nadiri, M. Ishaq, 1991. "Endogenous Capital Utilization and Productivity Measurement in Dynamic Factor Demand Models: Theory and an Application to the U.S. Electrical Machinery Industry," Working Papers 91-04, C.V. Starr Center for Applied Economics, New York University.
  15. Pindyck, Robert S, 1988. "Irreversible Investment, Capacity Choice, and the Value of the Firm," American Economic Review, American Economic Association, vol. 78(5), pages 969-985, December.
  16. Mussa, Michael L, 1977. "External and Internal Adjustment Costs and the Theory of Aggregate and Firm Investment," Economica, London School of Economics and Political Science, vol. 44(174), pages 163-178, May.
  17. Bernstein, Jeffrey I., 1988. "Dynamic factor demands and adjustment costs: An analysis of bell Canada's Technology," Information Economics and Policy, Elsevier, vol. 3(1), pages 5-24.
  18. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
  19. 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.
  20. Treadway, Arthur B., 1974. "The globally optimal flexible accelerator," Journal of Economic Theory, Elsevier, vol. 7(1), pages 17-39, January.
  21. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1988. "Corporate Taxes and Incentives and the Structure of Production: A Selected Survey," NBER Working Papers 2579, National Bureau of Economic Research, Inc.
  22. Mohnen, Pierre & Lepine, Normand, 1991. "R&D, R&D spillovers and payments for technology: Canadian evidence," Structural Change and Economic Dynamics, Elsevier, vol. 2(1), pages 213-228, June.
  23. Epstein, Larry G. & Yatchew, Adonis J., 1985. "The empirical determination of technology and expectations : A simplified procedure," Journal of Econometrics, Elsevier, vol. 27(2), pages 235-258, February.
  24. 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 259-268, August.
  25. Matthew D. Shapiro, 1986. "Capital Utilization and Capital Accumulation: Theory and Evidence," NBER Working Papers 1900, National Bureau of Economic Research, Inc.
  26. Catherine J. Morrison, 1985. "On the Economic Interpretation and Measurement of Optimal Capacity Utilization with Anticipatory Expectations," NBER Working Papers 1536, National Bureau of Economic Research, Inc.
  27. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1991. "Product Demand, Cost of Production, Spillovers, and the Social Rate of Return to R&D," NBER Working Papers 3625, National Bureau of Economic Research, Inc.
  28. Bernstein, Jeffrey I., 1987. "An Examination of the Equilibrium Specification and Structure of Production for Canadian Telecommunications," Working Papers 87-21, C.V. Starr Center for Applied Economics, New York University.
  29. Nadiri, M Ishaq & Schankerman, M A, 1981. "Technical Change, Returns to Scale, and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 71(2), pages 314-319, May.
  30. Robert E. Lucas & Jr., 1967. "Adjustment Costs and the Theory of Supply," Journal of Political Economy, University of Chicago Press, vol. 75, pages 321-321.
  31. Berndt, Ernst R. & Fuss, Melvyn A., 1986. "Productivity measurement with adjustments for variations in capacity utilization and other forms of temporary equilibrium," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 7-29.
  32. Nadiri, M. Ishaq & Prucha, Ingmar R., 1990. "Dynamic factor demand models, productivity measurement, and rates of return: Theory and an empirical application to the US Bell System," Structural Change and Economic Dynamics, Elsevier, vol. 1(2), pages 263-289, December.
  33. Catherine J. Morrison & Donald Siegel, 1997. "External Capital Factors And Increasing Returns In U.S. Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 647-654, November.
  34. Auerbach, Alan J. & Hassett, Kevin, 1992. "Tax policy and business fixed investment in the United States," Journal of Public Economics, Elsevier, vol. 47(2), pages 141-170, March.
  35. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
  36. Bernstein, J.I. & Nadiri, M.I., 1993. "Production, Financial Structure and Productivity Growth in U.S. Manufacturing," Working Papers 93-10, C.V. Starr Center for Applied Economics, New York University.
  37. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
  38. Lau, Lawrence J. & Yotopoulos, Pan A., 1989. "The meta-production function approach to technological change in world agriculture," Journal of Development Economics, Elsevier, vol. 31(2), pages 241-269, October.
  39. Bernstein, Jeffrey I. & Mohnen, Pierre, 1994. "International R&D Spillovers Between U.S. and Japanese R&D Intensive Sectors," Working Papers 94-20, C.V. Starr Center for Applied Economics, New York University.
  40. Jeffrey I. Bernstein & Pierre A. Mohnen, 1991. "Price-Cost Margins, Exports and Productivity Growth: With an Application to Canadian Industries," NBER Working Papers 3584, National Bureau of Economic Research, Inc.
  41. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
  42. Uzawa, H, 1969. "Time Preference and the Penrose Effect in a Two-Class Model of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 77(4), pages 628-652, Part II, .
  43. Feldstein, Martin S & Foot, David K, 1971. "The Other Half of Gross Investment: Replacement and Modernization Expenditures," The Review of Economics and Statistics, MIT Press, vol. 53(1), pages 49-58, February.
  44. Robert S. Pindyck, 1990. "Irreversibility, Uncertainty, and Investment," NBER Working Papers 3307, National Bureau of Economic Research, Inc.
  45. Prucha, Ingmar R. & Ishaq Nadiri, M., 1991. "On the specification of accelerator coefficients in dynamic factor demand models," Economics Letters, Elsevier, vol. 35(2), pages 123-129, February.
  46. Hall, Robert E, 1988. "The Relation between Price and Marginal Cost in U.S. Industry," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 921-947, October.
  47. Bernstein, Jeffrey I, 1994. "Exports, Margins and Productivity Growth: With an Application to the Canadian Softwood Lumber Industry," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 291-301, May.
  48. Hansen, Lars Peter & Sargent, Thomas J., 1980. "Formulating and estimating dynamic linear rational expectations models," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 7-46, May.
  49. Bitros, George C & Kelejian, Harry H, 1974. "On the Variability of the Replacement Investment Capital Stock Ratio: Some Evidence from Capital Scrappage," The Review of Economics and Statistics, MIT Press, vol. 56(3), pages 270-278, August.
  50. Andrew B. Abel & Janice C. Eberly, "undated". "A Unified Model of Investment Under Uncertainty," Rodney L. White Center for Financial Research Working Papers 14-93, Wharton School Rodney L. White Center for Financial Research.
  51. Catherine J. Morrison, 1988. "Markups in U.S. and Japanese Manufacturing: A Short Run Econometric Analysis," NBER Working Papers 2799, National Bureau of Economic Research, Inc.
  52. Prucha, Ingmar R. & Nadiri, M. Ishaq, 1986. "A comparison of alternative methods for the estimation of dynamic factor demand models under non-static expectations," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 187-211.
  53. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (I): The Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 1, number fuss1978.
  54. Greenwald, Bruce C. & Kohn, Meir & Stiglitz, Joseph E., 1990. "Financial market imperfections and productivity growth," Journal of Economic Behavior & Organization, Elsevier, vol. 13(3), pages 321-345, June.
  55. Lars Peter Hansen & Thomas J. Sargent, 1981. "Instrumental variables procedures for estimating linear rational expectations models," Staff Report 70, Federal Reserve Bank of Minneapolis.
  56. Hansen, Lars Peter & Singleton, Kenneth J, 1982. "Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 50(5), pages 1269-1286, September.
  57. Morrison, Catherine J, 1985. "Primal and Dual Capacity Utilization: An Application to Productivity Measurement in the U.S. Automobile Industry," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(4), pages 312-324, October.
  58. Pindyck, Robert S & Rotemberg, Julio J, 1983. " Dynamic Factor Demands under Rational Expectations," Scandinavian Journal of Economics, Wiley Blackwell, vol. 85(2), pages 223-238.
  59. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Introductory pages including Preface to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages -25--9 National Bureau of Economic Research, Inc.
  60. Morrison, Catherine J, 1986. "Structural Models of Dynamic Factor Demands with Nonstatic Expectations: An Empirical Assessment of Alternative Expectations Specifications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 365-386, June.
  61. Bernstein, Jeffrey I., 1988. "Multiple outputs, adjustment costs and the structure of production for Bell Canada," International Journal of Forecasting, Elsevier, vol. 4(2), pages 207-219.
  62. Jeffrey Bernstein & Anwar Shah, 1994. "Taxes and production: The case of Pakistan," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 1(3), pages 227-245, October.
  63. Prucha, Ingmar, 1997. "Estimation of a variable rate of depreciation: a dummy variable approach," Structural Change and Economic Dynamics, Elsevier, vol. 8(3), pages 319-325, August.
  64. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Appendices to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages 175-200 National Bureau of Economic Research, Inc.
  65. Feldstein, Martin S & Rothschild, Michael, 1974. "Towards an Economic Theory of Replacement Investment," Econometrica, Econometric Society, vol. 42(3), pages 393-423, May.
  66. Nadiri, M. Ishaq & Nandi, Banani, 1997. "The changing structure of cost and demand for the U.S. telecommunications industry," Information Economics and Policy, Elsevier, vol. 9(4), pages 319-347, December.
  67. Bernstein, Jeffrey I., 1994. "Taxes, incentives and production: The case of Turkey," Journal of Development Economics, Elsevier, vol. 45(1), pages 55-79, October.
  68. Prucha, Ingmar R, 1995. "On the Econometric Estimation of a Constant Rate of Depreciation," Empirical Economics, Springer, vol. 20(2), pages 299-302.
  69. Melvyn A. Fuss, 1994. "Productivity Growth in Canadian Telecommunications," Canadian Journal of Economics, Canadian Economics Association, vol. 27(2), pages 371-392, May.
  70. Malinvaud, E, 1969. "First Order Certainty Equivalence," Econometrica, Econometric Society, vol. 37(4), pages 706-718, October.
  71. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
  72. 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 315-328, March.
  73. 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 1066-1079, December.
  74. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
  75. Hayami, Yujiro & Ruttan, Vernon W, 1970. "Agricultural Productivity Differences Among Countries," American Economic Review, American Economic Association, vol. 60(5), pages 895-911, December.
  76. A. B. Treadway, 1969. "On Rational Entrepreneurial Behaviour and the Demand for Investment," Review of Economic Studies, Oxford University Press, vol. 36(2), pages 227-239.
  77. R. Schramm, 1970. "The Influence of Relative Prices, Production Conditions and Adjustment Costs on Investment Behaviour," Review of Economic Studies, Oxford University Press, vol. 37(3), pages 361-376.
  78. Blanchard, Olivier Jean & Kahn, Charles M, 1980. "The Solution of Linear Difference Models under Rational Expectations," Econometrica, Econometric Society, vol. 48(5), pages 1305-1311, July.
  79. 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.
  80. Jeffrey I. Bernstein, 1983. "Investment, Labour Skills, and Variable Factor Utilization in the Theory of the Firm," Canadian Journal of Economics, Canadian Economics Association, vol. 16(3), pages 463-479, August.
  81. 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 381-393, August.
  82. Cummins, Jason G. & Hassett, Kevin A., 1992. "The Effects of Taxation on Investment: New Evidence From Firm Level Panel Data," National Tax Journal, National Tax Association, vol. 45(3), pages 243-251, September.
  83. Epstein, L. & Denny, M., 1980. "Endogenous capital utilization in a short-run production model : Theory and an empiral application," Journal of Econometrics, Elsevier, vol. 12(2), pages 189-207, February.
  84. Prucha, Ingmar R, 1987. "The Variance-Covariance Matrix of the Maximum Likelihood Estimator in Triangular Structural Systems: Consistent Estimation," Econometrica, Econometric Society, vol. 55(4), pages 977-978, July.
  85. 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 324-347, May.
  86. J. P. Gould, 1968. "Adjustment Costs in the Theory of Investment of the Firm," Review of Economic Studies, Oxford University Press, vol. 35(1), pages 47-55.
  87. Andrew B. Abel, 1981. "A Dynamic Model of Investment and Capacity Utilization," The Quarterly Journal of Economics, Oxford University Press, vol. 96(3), pages 379-403.
  88. Steigum, Erling, Jr, 1983. "A Financial Theory of Investment Behavior," Econometrica, Econometric Society, vol. 51(3), pages 637-645, May.
  89. Nadiri, M Ishaq & Rosen, Sherwin, 1969. "Interrelated Factor Demand Functions," American Economic Review, American Economic Association, vol. 59(4), pages 457-471, Part I Se.
  90. repec:ntj:journl:v:45:y:1992:i:no._3:p:243-51 is not listed on IDEAS
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