IDEAS home Printed from https://ideas.repec.org/p/imf/imfwpa/2008-218.html
   My bibliography  Save this paper

The Impact of Public Capital, Human Capital, and Knowledge on Aggregate Output

Author

Listed:
  • Mr. Frederick L Joutz
  • Mr. Yasser Abdih

Abstract

This paper investigates the impact of public capital on private sector output by testing and estimating an aggregate production function for the U.S. economy over the postwar period augmented to include the stock of public capital as an additional factor input. We use patent applications to proxy for knowledge/technology stocks and adjust labor hours for changes in human capital or skill. Using Johansen's (1988 and 1991) multivariate cointegration analysis, we find a positive and significant long run effect of public capital, private capital, skilladjusted labor, and technology/ knowledge on private sector output. We find that public capital accounts for about half of the post-1973 productivity slowdown, but only plays a minor role in the partial recovery of labor productivity growth since the mid 1980s. The largest contribution to that (partial) recovery comes from the knowledge stock and human capital.

Suggested Citation

  • Mr. Frederick L Joutz & Mr. Yasser Abdih, 2008. "The Impact of Public Capital, Human Capital, and Knowledge on Aggregate Output," IMF Working Papers 2008/218, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2008/218
    as

    Download full text from publisher

    File URL: http://www.imf.org/external/pubs/cat/longres.aspx?sk=22330
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Douglas Holtz-Eakin, 1992. "Public-Sector Capital and the Productivity Puzzle," NBER Working Papers 4122, National Bureau of Economic Research, Inc.
    2. Yasser Abdih & Frederick Joutz, 2006. "Relating the Knowledge Production Function to Total Factor Productivity: An Endogenous Growth Puzzle," IMF Staff Papers, Palgrave Macmillan, vol. 53(2), pages 1-3.
    3. Robert Ford & Pierre Poret, 1991. "Infrastructure and Private-Sector Productivity," OECD Economics Department Working Papers 91, OECD Publishing.
    4. Evans, Paul & Karras, Georgios, 1994. "Is government capital productive? Evidence from a panel of seven countries," Journal of Macroeconomics, Elsevier, vol. 16(2), pages 271-279.
    5. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
    6. John A. Tatom, 1991. "Public capital and private sector performance," Review, Federal Reserve Bank of St. Louis, issue May, pages 3-15.
    7. Alicia H. Munnell, 1990. "Why has productivity growth declined? Productivity and public investment," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 3-22.
    8. Christophe Kamps, 2005. "The Dynamic Effects of Public Capital: VAR Evidence for 22 OECD Countries," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 12(4), pages 533-558, August.
    9. Samaniego, Roberto M., 2007. "R&D And Growth: The Missing Link?," Macroeconomic Dynamics, Cambridge University Press, vol. 11(5), pages 691-714, November.
    10. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    11. Angel de la Fuente & Rafael Dom?ech, 2002. "Human capital in growth regressions: how much difference does data quality make? An update and further results," UFAE and IAE Working Papers 537.02, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    12. Martin Neil Baily, 1981. "Productivity and the Services of Capital and Labor," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(1), pages 1-66.
    13. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    14. Søren Johansen & Rocco Mosconi & Bent Nielsen, 2000. "Cointegration analysis in the presence of structural breaks in the deterministic trend," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 216-249.
    15. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    16. Griliches, Zvi, 1988. "Productivity Puzzles and R&D: Another Nonexplanation," Journal of Economic Perspectives, American Economic Association, vol. 2(4), pages 9-21, Fall.
    17. Raymond Batina, 1998. "On the Long Run Effects of Public Capital and Disaggregated Public Capital on Aggregate Output," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 5(3), pages 263-281, July.
    18. Inder, Brett, 1993. "Estimating long-run relationships in economics : A comparison of different approaches," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 53-68.
    19. Arora, Ashish & Gambardella, Alfonso, 1994. "The changing technology of technological change: general and abstract knowledge and the division of innovative labour," Research Policy, Elsevier, vol. 23(5), pages 523-532, September.
    20. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    21. Charles Adams & David T. Coe, 1990. "A Systems Approach to Estimating the Natural Rate of Unemployment and Potential Output for the United States," IMF Staff Papers, Palgrave Macmillan, vol. 37(2), pages 232-293, June.
    22. Comin, Diego & Mulani, Sunil, 2009. "A theory of growth and volatility at the aggregate and firm level," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1023-1042, November.
    23. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    24. Krusell, Per, 1998. "Investment-Specific R&D and the Decline in the Relative Price of Capital," Journal of Economic Growth, Springer, vol. 3(2), pages 131-141, June.
    25. Bajo-Rubio, Oscar & Sosvilla-Rivero, Simon, 1993. "Does public capital affect private sector performance? : An analysis of the Spanish case, 1964-1988," Economic Modelling, Elsevier, vol. 10(3), pages 179-185, July.
    26. Everaert, Gerdie & Heylen, Freddy, 2001. "Public capital and productivity growth: evidence for Belgium, 1953-1996," Economic Modelling, Elsevier, vol. 18(1), pages 97-116, January.
    27. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
    28. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    29. Søren Johansen & Rocco Mosconi & Bent Nielsen, 2000. "Cointegration analysis in the presence of structural breaks in the deterministic trend," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 216-249.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vitor M. Carvalho & Manuel M. F. Martins, 2011. "Macroeconomic effects of fiscal consolidations in a DSGE model for the Euro Area: does composition matter?," FEP Working Papers 421, Universidade do Porto, Faculdade de Economia do Porto.
    2. Alfredo M. Pereira & Jorge M. Andraz, 2013. "On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
    3. Mitra, Arup & Sharma, Chandan & Véganzonès-Varoudakis, Marie-Ange, 2016. "Infrastructure, information & communication technology and firms’ productive performance of the Indian manufacturing," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 353-371.
    4. Dmitriy, Skrypnik, 2020. "Инфраструктура И Экономический Рост. «Бюджетный Маневр» В России [Infrastructure and economic growth. "Budgetary maneuver" in Russia]," MPRA Paper 104920, University Library of Munich, Germany.
    5. Skrypnik, D., 2024. "Infrastructure and economic growth in the context of the evolutionary theory of economic policy," Journal of the New Economic Association, New Economic Association, vol. 62(1), pages 117-142.
    6. Khanna, Rupika & Sharma, Chandan, 2021. "Does infrastructure stimulate total factor productivity? A dynamic heterogeneous panel analysis for Indian manufacturing industries," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 59-73.
    7. Valter Di Giacinto & Giacinto Micucci & Pasqualino Montanaro, 2012. "The Macroeconomic Impact of Infrastructures: A Literature Review and Empirical Analysis on the Case of Italy," QA - Rivista dell'Associazione Rossi-Doria, Associazione Rossi Doria, issue 1, March.
    8. Vitor Carvalho & Manuel M. F. Martins, 2011. "Investment and output effects of fiscal consolidations in a new-Keynesian DSGE model for the Euro Area: composition matters?," EcoMod2011 3246, EcoMod.
    9. Juan A. Núñez-Serrano & Francisco J. Velázquez, 2017. "Is Public Capital Productive? Evidence from a Meta-analysis," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(2), pages 313-345.

    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. Alfredo M. Pereira & Jorge M. Andraz, 2013. "On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
    2. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    3. Pedro R.D. Bom & Jenny E. Ligthart, 2009. "How Productive is Public Capital? A Meta-Regression Analysis," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper0912, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
    4. Pedro R.D. Bom & Jenny E. Ligthart, 2014. "What Have We Learned From Three Decades Of Research On The Productivity Of Public Capital?," Journal of Economic Surveys, Wiley Blackwell, vol. 28(5), pages 889-916, December.
    5. Federici, Andrea, 2018. "Il rapporto tra capitale pubblico e altre variabili macroeconomiche: un'applicazione empirica [The relationship between public capital and other macroeconomic variables: an empirical application]," MPRA Paper 88516, University Library of Munich, Germany.
    6. Federici, Andrea, 2018. "Il rapporto tra capitale pubblico e altre variabili macroeconomiche: analisi della letteratura [The relationship between public capital and other macroeconomic variable: a literature review]," MPRA Paper 88515, University Library of Munich, Germany.
    7. Holmgren, Johan & Merkel, Axel, 2017. "Much ado about nothing? – A meta-analysis of the relationship between infrastructure and economic growth," Research in Transportation Economics, Elsevier, vol. 63(C), pages 13-26.
    8. José Luis Torres Chacon, 2015. "Introduction to Dynamic Macroeconomic General Equilibrium Models," Vernon Press Titles in Economics, Vernon Art and Science Inc, edition 2, number 54.
    9. José Luis Torres Chacon, 2015. "Introduction to Dynamic Macroeconomic General Equilibrium Models [Second Edition, Paperback]," Vernon Press Titles in Economics, Vernon Art and Science Inc, edition 2, number 44.
    10. Silvia Bertarelli, 2006. "Public capital and growth," Politica economica, Società editrice il Mulino, issue 3, pages 361-398.
    11. Pellervo Hamalainen, 2009. "Review of literature on the productivity of public capital," Discussion Papers 55, Aboa Centre for Economics.
    12. Everaert, Gerdie & Heylen, Freddy, 2001. "Public capital and productivity growth: evidence for Belgium, 1953-1996," Economic Modelling, Elsevier, vol. 18(1), pages 97-116, January.
    13. Sturm, Jan Egbert & de Haan, Jakob, 1995. "Is public expenditure really productive?: New evidence for the USA and The Netherlands," Economic Modelling, Elsevier, vol. 12(1), pages 60-72, January.
    14. Simon Wiederhold, 2012. "The Role of Public Procurement in Innovation: Theory and Empirical Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 43.
    15. Pedro R. D. Bom & Jenny Ligthart, 2008. "How Productive is Public Capital? A Meta-Analysis," CESifo Working Paper Series 2206, CESifo.
    16. Valter Di Giacinto & Giacinto Micucci & Pasqualino Montanaro, 2012. "The Macroeconomic Impact of Infrastructures: A Literature Review and Empirical Analysis on the Case of Italy," QA - Rivista dell'Associazione Rossi-Doria, Associazione Rossi Doria, issue 1, March.
    17. Nishija Unnikrishnan & Thomas Paul Kattookaran, 2020. "Impact of Public and Private Infrastructure Investment on Economic Growth: Evidence from India," Journal of Infrastructure Development, India Development Foundation, vol. 12(2), pages 119-138, December.
    18. Yasser Abdih & Frederick Joutz, 2006. "Relating the Knowledge Production Function to Total Factor Productivity: An Endogenous Growth Puzzle," IMF Staff Papers, Palgrave Macmillan, vol. 53(2), pages 1-3.
    19. Zolfaghari, Mehdi & Kabiri, Mahbobe & Saadatmanesh, Hamideh, 2020. "Impact of socio-economic infrastructure investments on income inequality in Iran," Journal of Policy Modeling, Elsevier, vol. 42(5), pages 1146-1168.
    20. Torstein Bye & Alexandra Katz, 1995. "Returns to Publicly Owned Transport Infrastructure Investment . A Cost Function/Cost Share Approach for Norway, 1971-1991," Discussion Papers 154, Statistics Norway, Research Department.

    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:imf:imfwpa:2008/218. 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: Akshay Modi (email available below). General contact details of provider: https://edirc.repec.org/data/imfffus.html .

    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.