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Is infrastructure capital productive? A dynamic heterogeneous approach

Author

Listed:
  • César Calderón

    (The World Bank)

  • Enrique Moral-Benito

    (Banco de España)

  • Luis Servén

    (The World Bank)

Abstract

This paper offers an evaluation of the output contribution of infrastructure. Drawing from a large data set of infrastructure stocks covering 88 countries and spanning the years 1960-2000, and using a panel time-series approach, the paper estimates a long-run aggregate production function relating GDP to human capital, physical capital, and a synthetic measure of infrastructure given by the first principal component of infrastructure endowments in transport, power and telecommunications. Tests of the cointegration rank allowing it to vary across countries reveal a common rank with a single cointegrating vector, which we interpret as the long-run production function. Estimation of its parameters is performed using the pooled mean group (PMG) estimator, which allows for unrestricted short-run parameter heterogeneity across countries while imposing the (testable) restriction of long-run parameter homogeneity. The long-run elasticity of output with respect to the synthetic infrastructure index ranges between 0.07 and 0.10. The estimates are highly significant, both statistically and economically, and robust to alternative dynamic specifications and infrastructure measures. There is little evidence of long-run parameter heterogeneity across countries, whether heterogeneity is unconditional, or conditional on their level of development, population size, or infrastructure endowments.

Suggested Citation

  • César Calderón & Enrique Moral-Benito & Luis Servén, 2011. "Is infrastructure capital productive? A dynamic heterogeneous approach," Working Papers 1103, Banco de España.
  • Handle: RePEc:bde:wpaper:1103
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    1. Kevin T. Duffy-Deno & Randall W. Eberts, 1996. "Public Infrastructure and Regional Economic Development: A Simultaneous Equations Approach," Book chapters authored by Upjohn Institute researchers, in: Niles Hansen & Kenneth J. Button & Peter Nijkamp (ed.),Regional Policy and Regional Integration, pages 295-309, W.E. Upjohn Institute for Employment Research.
    2. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    3. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
    4. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    5. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    6. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    7. Robert Eisner, 1991. "Infrastructure and regional economic performance: comment," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 47-58.
    8. Ilzetzki, Ethan & Mendoza, Enrique G. & Végh, Carlos A., 2013. "How big (small?) are fiscal multipliers?," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 239-254.
    9. Turnovsky, Stephen J., 1997. "Fiscal Policy In A Growing Economy With Public Capital," Macroeconomic Dynamics, Cambridge University Press, vol. 1(3), pages 615-639, September.
    10. Sugata Ghosh & Udayan Roy, 2004. "Fiscal policy, long-run growth, and welfare in a stock-flow model of public goods," Canadian Journal of Economics, Canadian Economics Association, vol. 37(3), pages 742-756, August.
    11. Pedro R. D. Bom & Jenny Ligthart, 2008. "How Productive is Public Capital? A Meta-Analysis," CESifo Working Paper Series 2206, CESifo.
    12. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    13. Matilde Mas & Joaquin Maudos & Francisco Perez & Ezequiel Uriel, 1996. "Infrastructures and Productivity in the Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 30(7), pages 641-649.
    14. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    15. Gregoriou, Andros & Ghosh, Sugata, 2009. "On the heterogeneous impact of public capital and current spending on growth across nations," Economics Letters, Elsevier, vol. 105(1), pages 32-35, October.
    16. 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.
    17. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    18. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    19. Harris, David, 1997. "Principal Components Analysis of Cointegrated Time Series," Econometric Theory, Cambridge University Press, vol. 13(4), pages 529-557, February.
    20. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    21. Ben S. Bernanke & Refet S. Gürkaynak, 2002. "Is Growth Exogenous? Taking Mankiw, Romer, and Weil Seriously," NBER Chapters, in: NBER Macroeconomics Annual 2001, Volume 16, pages 11-72, National Bureau of Economic Research, Inc.
    22. repec:bla:scandj:v:95:y:1993:i:4:p:607-25 is not listed on IDEAS
    23. Baier, Scott L. & Glomm, Gerhard, 2001. "Long-run growth and welfare effects of public policies with distortionary taxation," Journal of Economic Dynamics and Control, Elsevier, vol. 25(12), pages 2007-2042, December.
    24. Egert, Balazs & Lommatzsch, Kirsten & Lahreche-Revil, Amina, 2006. "Real exchange rates in small open OECD and transition economies: Comparing apples with oranges?," Journal of Banking & Finance, Elsevier, vol. 30(12), pages 3393-3406, December.
    25. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    26. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    27. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    28. Glomm, Gerhard & Ravikumar, B., 1997. "Productive government expenditures and long-run growth," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 183-204, January.
    29. Johansen, Soren, 1992. "Cointegration in partial systems and the efficiency of single-equation analysis," Journal of Econometrics, Elsevier, vol. 52(3), pages 389-402, June.
    30. Boswijk, H. Peter, 1995. "Efficient inference on cointegration parameters in structural error correction models," Journal of Econometrics, Elsevier, vol. 69(1), pages 133-158, September.
    31. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    32. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1.
    33. Easterly, William, 2001. "The Lost Decades: Developing Countries' Stagnation in Spite of Policy Reform 1980-1998," Journal of Economic Growth, Springer, vol. 6(2), pages 135-157, June.
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    More about this item

    Keywords

    Infrastructure; panel cointegration; parameter heterogeneity;
    All these keywords.

    JEL classification:

    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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