IDEAS home Printed from https://ideas.repec.org/a/bla/metroe/v54y2003i2-3p208-262.html
   My bibliography  Save this article

Aggregation in Production Functions: What Applied Economists should Know

Author

Listed:
  • Jesus Felipe
  • Franklin M. Fisher

Abstract

There is no subject so old that something new cannot be said about it. (Dostoevsky) Glendower: I can call spirits from the vasty deep Hotspur: Why, so can I, or so can any man; But will they come when you do call for them? (Shakespeare, Henry IV, Part I, Act III, Scene I) This paper surveys the theoretical literature on aggregation of production functions. The objective is to make neoclassical economists aware of the insurmountable aggregation problems and their implications. We refer to both the Cambridge capital controversies and the aggregation conditions. The most salient results are summarized, and the problems that economists should be aware of from incorrect aggregation are discussed. The most important conclusion is that the conditions under which a well‐behaved aggregate production function can be derived from micro production functions are so stringent that it is difficult to believe that actual economies satisfy them. Therefore, aggregate production functions do not have a sound theoretical foundation. For practical purposes this means that while generating GDP, for example, as the sum of the components of aggregate demand (or through the production or income sides of the economy) is correct, thinking of GDP as GDP=F(K, L), where K and L are aggregates of capital and labor, respectively, and F(•) is a well‐defined neoclassical function, is most likely incorrect. Likewise, thinking of aggregate investment as a well‐defined addition to ‘capital’ in production is also a mistake. The paper evaluates the standard reasons given by economists for continuing to use aggregate production functions in theoretical and applied work, and concludes that none of them provides a valid argument.

Suggested Citation

  • Jesus Felipe & Franklin M. Fisher, 2003. "Aggregation in Production Functions: What Applied Economists should Know," Metroeconomica, Wiley Blackwell, vol. 54(2‐3), pages 208-262, May.
  • Handle: RePEc:bla:metroe:v:54:y:2003:i:2-3:p:208-262
    DOI: 10.1111/1467-999X.00166
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1467-999X.00166
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1467-999X.00166?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Nazrul Islam, 1999. "International Comparison Of Total Factor Productivity: A Review," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 45(4), pages 493-518, December.
    2. Chirinko, Robert S, 1993. "Business Fixed Investment Spending: Modeling Strategies, Empirical Results, and Policy Implications," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1875-1911, December.
    3. Robinson, Joan, 1971. "The Existence of Aggregate Production Functions: Comment," Econometrica, Econometric Society, vol. 39(2), pages 405-405, March.
    4. Robinson, Joan, 1971. "The Measure of Capital: The End of the Controversy," Economic Journal, Royal Economic Society, vol. 81(323), pages 597-602, September.
    5. Robert S. Chirinko, 1992. "Business Fixed Investment Spending: A Critical survey of Modeling Strategies, Empirical Results, and Policy Implications," Working Papers 9213, Harris School of Public Policy Studies, University of Chicago.
    6. Jesus Felipe & J. S. L. McCombie, 2001. "The CES Production Function, the accounting identity, and Occam's razor," Applied Economics, Taylor & Francis Journals, vol. 33(10), pages 1221-1232.
    7. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    8. Blanchard, Olivier & Wolfers, Justin, 2000. "The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence," Economic Journal, Royal Economic Society, vol. 110(462), pages 1-33, March.
    9. Blackorby, Charles & Schworm, William, 1988. "The Existence of Input and Output Aggregates in Aggregate Production Functions," Econometrica, Econometric Society, vol. 56(3), pages 613-643, May.
    10. Franklin M. Fisher & Robert M. Solow & James M. Kearl, 1977. "Aggregate Production Functions: Some CES Experiments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 44(2), pages 305-320.
    11. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173, December.
    12. Bliss, C. J., 1975. "Capital Theory and the Distribution of Income," Elsevier Monographs, Elsevier, edition 1, number 9780720436044 edited by Bliss, C. J..
    13. C. E. Ferguson, 1971. "Capital Theory Up to Date: A Comment on Mrs. Robinson's Article," Canadian Journal of Economics, Canadian Economics Association, vol. 4(2), pages 250-254, May.
    14. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    15. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (II): Applications of the Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 2, number fuss1978a.
    16. Harcourt,G. C., 1972. "Some Cambridge Controversies in the Theory of Capital," Cambridge Books, Cambridge University Press, number 9780521096720, October.
    17. Robert M. Solow, 1994. "Perspectives on Growth Theory," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 45-54, Winter.
    18. F. M. Fisher, 1968. "Embodied Technology and the Existence of Labour and Output Aggregates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 35(4), pages 391-412.
    19. Joan Robinson, 1970. "Capital Theory Up to Date," Canadian Journal of Economics, Canadian Economics Association, vol. 3(2), pages 309-317, May.
    20. Ben S. Bernanke & Julio J. Rotemberg (ed.), 1997. "NBER Macroeconomics Annual 1997," MIT Press Books, The MIT Press, edition 1, volume 1, number 026252242x, April.
    21. Luigi L. Pasinetti, 2000. "Critique of the neoclassical theory of growth and distribution," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 53(215), pages 383-431.
    22. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    23. anonymous, 1995. "Moderate growth expected for the nation, Southeast in 1996," Regional Update, Federal Reserve Bank of Atlanta, issue Oct, pages 1-4.
    24. Prescott, Edward C, 1998. "Needed: A Theory of Total Factor Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 525-551, August.
    25. Franklin M. Fisher, 1982. "Aggregate Production Functions Revisited: The Mobility of Capital and the Rigidity of Thought," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(4), pages 615-626.
    26. 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.
    27. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    28. repec:bla:scandj:v:81:y:1979:i:4:p:459-74 is not listed on IDEAS
    29. P. Garegnani, 1970. "Heterogeneous Capital, the Production Function and the Theory of Distribution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(3), pages 407-436.
    30. Fisher, Franklin M, 1971. "Aggregate Production Functions and the Explanation of Wages: A Simulation Experiment," The Review of Economics and Statistics, MIT Press, vol. 53(4), pages 305-325, November.
    31. Paul M. Romer, 1987. "Crazy Explanations for the Productivity Slowdown," NBER Chapters, in: NBER Macroeconomics Annual 1987, Volume 2, pages 163-210, National Bureau of Economic Research, Inc.
    32. Shaikh, Anwar, 1974. "Laws of Production and Laws of Algebra: The Humbug Production Function," The Review of Economics and Statistics, MIT Press, vol. 56(1), pages 115-120, February.
    33. Solow, Robert M, 1974. "Law of Production and Laws of Algebra: The Humbug Production Function: A Comment," The Review of Economics and Statistics, MIT Press, vol. 56(1), pages 121-121, February.
    34. Nelson, Richard R, 1973. "Recent Exercises in Growth Accounting: New Understanding or Dead End?," American Economic Review, American Economic Association, vol. 63(3), pages 462-468, June.
    35. 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 1137-1177, December.
    36. Jonathan R. W. Temple, 1998. "Robustness tests of the augmented Solow model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(4), pages 361-375.
    37. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1.
    38. Luigi L. Pasinetti, 2000. "Critique of the neoclassical theory of growth and distribution," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 53(215), pages 383-431.
    39. Joan Robinson, 1975. "The Unimportance of Reswitching," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(1), pages 32-39.
    40. Fisher, Franklin M, 1969. "The Existence of Aggregate Production Functions," Econometrica, Econometric Society, vol. 37(4), pages 553-577, October.
    41. Basu, Susanto & Fernald, John G, 1997. "Returns to Scale in U.S. Production: Estimates and Implications," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 249-283, April.
    42. Fisher, Franklin M, 1969. "Approximate Aggregation and the Leontief Conditions," Econometrica, Econometric Society, vol. 37(3), pages 457-469, July.
    43. Gregory Mankiw, 1995. "The Growth of Nations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 275-326.
    44. Douglas, Paul H, 1976. "The Cobb-Douglas Production Function Once Again: Its History, Its Testing, and Some New Empirical Values," Journal of Political Economy, University of Chicago Press, vol. 84(5), pages 903-915, October.
    45. Jesus Felipe & Carsten Holz, 2001. "Why do Aggregate Production Functions Work? Fisher's simulations, Shaikh's identity and some new results," International Review of Applied Economics, Taylor & Francis Journals, vol. 15(3), pages 261-285.
    46. Fuss, Melvyn & McFadden, Daniel (ed.), 1978. "Production Economics: A Dual Approach to Theory and Applications," Elsevier Monographs, Elsevier, edition 1, number 9780444850133.
    47. Fisher, Franklin M & McGowan, John J, 1983. "On the Misuse of Accounting Rates of Return to Infer Monopoly Profits," American Economic Review, American Economic Association, vol. 73(1), pages 82-97, March.
    48. 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.
    49. Nazrul Islam, 2001. "Different Approaches to International Comparison of Total Factor Productivity," NBER Chapters, in: New Developments in Productivity Analysis, pages 465-508, National Bureau of Economic Research, Inc.
    50. Usher, Dan (ed.), 1980. "The Measurement of Capital," National Bureau of Economic Research Books, University of Chicago Press, number 9780226843001.
    51. Franklin M. Fisher, 1983. "On the Simultaneous Existence of Full and Partial Capital Aggregates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(1), pages 197-208.
    52. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    53. Rowthorn, Robert, 1999. "Unemployment, Wage Bargaining and Capital-Labour Substitution," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(4), pages 413-425, July.
    54. Stiglitz, Joseph E, 1974. "The Cambridge-Cambridge Controversy in the Theory of Capital: A View from New Haven: A Review Article," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 893-903, July/Aug..
    55. 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.
    56. Samuelson, Paul A, 1979. "Paul Douglas's Measurement of Production Functions and Marginal Productivities," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 923-939, October.
    57. Charles Blackorby & William Schworm, 1982. "Aggregate Investment and Consistent Intertemporal Technologies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(4), pages 595-614.
    58. Blaug,Mark, 1993. "The Methodology of Economics," Cambridge Books, Cambridge University Press, number 9780521436786, October.
    59. Charles Blackorby & William Schworm, 1984. "The Structure of Economies with Aggregate Measures of Capital: A Complete Characterization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(4), pages 633-650.
    60. D. G. Champernowne, 1953. "The Production Function and the Theory of Capital: A Comment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 21(2), pages 112-135.
    61. Franklin M. Fisher, 1965. "Embodied Technical Change and the Existence of an Aggregate Capital Stock," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(4), pages 263-288.
    62. Nelson, Richard R, 1981. "Research on Productivity Growth and Productivity Differences: Dead Ends and New Departures," Journal of Economic Literature, American Economic Association, vol. 19(3), pages 1029-1064, September.
    63. J. S. L. McCombie, 1998. "'Are There Laws of Production': an assessment of the early criticisms of the," Review of Political Economy, Taylor & Francis Journals, vol. 10(2), pages 141-173.
    64. Dan Usher, 1980. "The Measurement of Capital," NBER Books, National Bureau of Economic Research, Inc, number ushe80-1.
    65. Jesus Felipe & J. S. L. McCombie, 2003. "Some methodological problems with the neoclassical analysis of the East Asian miracle," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(5), pages 695-721, September.
    66. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jesus Felipe & John S.L. McCombie, 2013. "The Aggregate Production Function and the Measurement of Technical Change," Books, Edward Elgar Publishing, number 1975.
    2. Jesus Felipe & J. S. L. McCombie, 2005. "WHY ARE SOME COUNTRIES RICHER THAN OTHERS? A SKEPTICAL VIEW OF MANKIW–ROMER–WEIL's TEST OF THE NEOCLASSICAL GROWTH MODEL," Metroeconomica, Wiley Blackwell, vol. 56(3), pages 360-392, July.
    3. Hulten, Charles R., 2010. "Growth Accounting," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 987-1031, Elsevier.
    4. Jesus Felipe & J. S. L. McCombie, 2002. "A Problem with Some Estimations and Interpretations of the Mark-up in Manufacturing Industry," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(2), pages 187-215.
    5. Avi J. Cohen, 2003. "Retrospectives: Whatever Happened to the Cambridge Capital Theory Controversies?," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 199-214, Winter.
    6. Jesus Felipe & John S. L. McCombie, 2007. "Is A Theory Of Total Factor Productivity Really Needed?," Metroeconomica, Wiley Blackwell, vol. 58(1), pages 195-229, February.
    7. Jesus Felipe & Carsten Holz, 2001. "Why do Aggregate Production Functions Work? Fisher's simulations, Shaikh's identity and some new results," International Review of Applied Economics, Taylor & Francis Journals, vol. 15(3), pages 261-285.
    8. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    9. Charles R. Hulten, 2000. "Total Factor Productivity: A Short Biography," NBER Working Papers 7471, National Bureau of Economic Research, Inc.
    10. Erich Gundlach, 2005. "Solow vs. Solow: Notes on Identification and Interpretation in the Empirics of Growth and Development," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(3), pages 541-556, October.
    11. Paul Schreyer & María Belén Zinni, 2021. "Productivity Measurement, R&D Assets, and Mark‐Ups in OECD Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 787-809, December.
    12. Jesus Felipe & John McCombie, 2006. "The Tyranny of the Identity: Growth Accounting Revisited," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(3), pages 283-299.
    13. Paul E. Brockway & Matthew K. Heun & João Santos & John R. Barrett, 2017. "Energy-Extended CES Aggregate Production: Current Aspects of Their Specification and Econometric Estimation," Energies, MDPI, vol. 10(2), pages 1-23, February.
    14. Chirinko, Robert S., 2008. "[sigma]: The long and short of it," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 671-686, June.
    15. John S.L. McCombie, 2011. "'Cantabrigian Economics' and the aggregate production function," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 8(1), pages 165-182.
    16. Jesus Felipe & J. S. L. Mccombie, 2007. "On the Rental Price of Capital and the Profit Rate: The Perils and Pitfalls of Total Factor Productivity Growth," Review of Political Economy, Taylor & Francis Journals, vol. 19(3), pages 317-345.
    17. Piotr Pietraszewski, 2016. "Microeconomic fundamentals of the aggregate production function with constant returns to scale," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 45.
    18. Jesus Felipe & F. Gerard Adams, 2005. ""A Theory of Production" The Estimation of the Cobb-Douglas Function: A Retrospective View," Eastern Economic Journal, Eastern Economic Association, vol. 31(3), pages 427-445, Summer.
    19. Jesus Felipe & J. S. L. McCombie, 2005. "How Sound are the Foundations of the Aggregate Production Function?," Eastern Economic Journal, Eastern Economic Association, vol. 31(3), pages 467-488, Summer.
    20. Stefania Villa, 2005. "Determinants of growth in Italy. A time series analysis," Quaderni DSEMS 24-2005, Dipartimento di Scienze Economiche, Matematiche e Statistiche, Universita' di Foggia.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:metroe:v:54:y:2003:i:2-3:p:208-262. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0026-1386 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.