IDEAS home Printed from https://ideas.repec.org/a/eee/jmacro/v44y2015icp252-275.html
   My bibliography  Save this article

Innovation, public capital, and growth

Author

Listed:
  • Agénor, Pierre-Richard
  • Neanidis, Kyriakos C.

Abstract

This paper studies interactions between innovation, public capital, and human capital in an OLG model of endogenous growth. Public capital affects growth not only through productivity, but also through innovation capacity and human capital accumulation. Numerical simulations, based on a calibrated version of the model, are used to illustrate these channels. Panel data regressions are presented next; they show that higher innovation performance promotes growth directly, whereas public capital has both direct and indirect growth effects by promoting human capital accumulation and innovation capacity. Elasticity estimates derived from simultaneous equation techniques show that the general equilibrium effects of public capital on steady-state output per capita (which account for indirect effects) are significantly higher than those derived from single equation methods.

Suggested Citation

  • Agénor, Pierre-Richard & Neanidis, Kyriakos C., 2015. "Innovation, public capital, and growth," Journal of Macroeconomics, Elsevier, vol. 44(C), pages 252-275.
  • Handle: RePEc:eee:jmacro:v:44:y:2015:i:c:p:252-275
    DOI: 10.1016/j.jmacro.2015.03.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0164070415000361
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jmacro.2015.03.003?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gómez Manuel A., 2011. "Stages of Economic Development in an Innovation-Education Growth Model," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 15(4), pages 1-25, September.
    2. Funke, Michael & Strulik, Holger, 2000. "On endogenous growth with physical capital, human capital and product variety," European Economic Review, Elsevier, vol. 44(3), pages 491-515, March.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Rioja Felix K., 2005. "Roads versus Schooling: Growth Effects of Government Choices," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-24, April.
    5. Charles R. Hulten, 1996. "Infrastructure Capital and Economic Growth: How Well You Use It May Be More Important Than How Much You Have," NBER Working Papers 5847, National Bureau of Economic Research, Inc.
    6. Angeles, Luis & Neanidis, Kyriakos C., 2009. "Aid effectiveness: the role of the local elite," Journal of Development Economics, Elsevier, vol. 90(1), pages 120-134, September.
    7. Grossmann, Volker, 2007. "How to promote R&D-based growth? Public education expenditure on scientists and engineers versus R&D subsidies," Journal of Macroeconomics, Elsevier, vol. 29(4), pages 891-911, December.
    8. repec:fth:harver:1473 is not listed on IDEAS
    9. Christophe Kamps, 2006. "New Estimates of Government Net Capital Stocks for 22 OECD Countries, 1960-2001," IMF Staff Papers, Palgrave Macmillan, vol. 53(1), pages 1-6.
    10. Adam, Christopher S. & Bevan, David L., 2005. "Fiscal deficits and growth in developing countries," Journal of Public Economics, Elsevier, vol. 89(4), pages 571-597, April.
    11. Balazs Egert & Tomasz Kozluk & Douglas Sutherland, 2009. "Infrastructure and Growth: Empirical Evidence," CESifo Working Paper Series 2700, CESifo.
    12. César Calderón & Luis Servén, 2004. "The Effects of Infrastructure Development on Growth and Income Distribution," Working Papers Central Bank of Chile 270, Central Bank of Chile.
    13. Kenneth L. Sokoloff, 1988. "Inventive Activity in Early Industrial America: Evidence From Patent Records, 1790 - 1846," NBER Working Papers 2707, National Bureau of Economic Research, Inc.
    14. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    15. Agénor, Pierre-Richard & Dinh, Hinh T., 2015. "Social capital, product imitation and growth with learning externalities," Journal of Development Economics, Elsevier, vol. 114(C), pages 41-54.
    16. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    17. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    18. Holger Strulik, 2005. "The Role of Human Capital and Population Growth in R&D‐based Models of Economic Growth," Review of International Economics, Wiley Blackwell, vol. 13(1), pages 129-145, February.
    19. Niloy Bose & Jill A. Holman & Kyriakos C. Neanidis, 2007. "The Optimal Public Expenditure Financing Policy: Does The Level Of Economic Development Matter?," Economic Inquiry, Western Economic Association International, vol. 45(3), pages 433-452, July.
    20. Chen, Xi & Funke, Michael, 2013. "The dynamics of catch-up and skill and technology upgrading in China," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 465-480.
    21. Marijn Verhoeven & Mr. Sanjeev Gupta & Mr. Erwin H Tiongson, 1999. "Does Higher Government Spending Buy Better Results in Education and Health Care?," IMF Working Papers 1999/021, International Monetary Fund.
    22. Sequeira, Tiago Neves, 2011. "R&D Spillovers In An Endogenous Growth Model With Physical Capital, Human Capital, And Varieties," Macroeconomic Dynamics, Cambridge University Press, vol. 15(2), pages 223-239, April.
    23. Hulya Ulku, 2007. "R&D, innovation, and growth: evidence from four manufacturing sectors in OECD countries," Oxford Economic Papers, Oxford University Press, vol. 59(3), pages 513-535, July.
    24. McDermott, John, 2002. "Development Dynamics: Economic Integration and the Demographic Transition," Journal of Economic Growth, Springer, vol. 7(4), pages 371-409, December.
    25. Devarajan, Shantayanan & Swaroop, Vinaya & Heng-fu, Zou, 1996. "The composition of public expenditure and economic growth," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 313-344, April.
    26. Akçomak, I. Semih & ter Weel, Bas, 2009. "Social capital, innovation and growth: Evidence from Europe," European Economic Review, Elsevier, vol. 53(5), pages 544-567, July.
    27. Norman Loayza & Pablo Fajnzylber & César Calderón, 2005. "Economic Growth in Latin America and the Caribbean : Stylized Facts, Explanations, and Forecasts," World Bank Publications - Books, The World Bank Group, number 7315, December.
    28. Arnold, Lutz G., 1998. "Growth, Welfare, and Trade in an Integrated Model of Human-Capital Accumulation and Research," Journal of Macroeconomics, Elsevier, vol. 20(1), pages 81-105, January.
    29. Laura Bottazzi & Giovanni Peri, 2005. "The International Dynamics of R&D and Innovation in the Short and in the Long Run," NBER Working Papers 11524, National Bureau of Economic Research, Inc.
    30. Pierre‐Richard Agénor, 2011. "Schooling and Public Capital in a Model of Endogenous Growth," Economica, London School of Economics and Political Science, vol. 78(309), pages 108-132, January.
    31. Spiros Bougheas & Panicos O. Demetriades & Theofanis P. Mamuneas, 2000. "Infrastructure, specialization, and economic growth," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(2), pages 506-522, May.
    32. Pavitt, Keith, 1982. "R&D, patenting and innovative activities : A statistical exploration," Research Policy, Elsevier, vol. 11(1), pages 33-51, February.
    33. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    34. 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.
    35. Sokoloff, Kenneth L., 1988. "Inventive Activity in Early Industrial America: Evidence From Patent Records, 1790–1846," The Journal of Economic History, Cambridge University Press, vol. 48(4), pages 813-850, December.
    36. Schiffbauer, Marc, 2007. "Calling for innovations - infrastructure and sources of growth," Papers DYNREG18, Economic and Social Research Institute (ESRI).
    37. Chen, Hung-ju, 2005. "Educational systems, growth and income distribution: a quantitative study," Journal of Development Economics, Elsevier, vol. 76(2), pages 325-353, April.
    38. Luis Serven & César Calderon, 2004. "The Effects of Infrastructure Development on Growth and income," Econometric Society 2004 Latin American Meetings 173, Econometric Society.
    39. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    40. Agénor, Pierre-Richard & Canuto, Otaviano, 2015. "Middle-income growth traps," Research in Economics, Elsevier, vol. 69(4), pages 641-660.
    41. 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.
    42. Christophe Kamps, 2006. "New Estimates of Government Net Capital Stocks for 22 OECD Countries, 1960-2001," IMF Staff Papers, Palgrave Macmillan, vol. 53(1), pages 1-6.
    43. Dinopoulos, Elias & Thompson, Peter, 2000. "Endogenous growth in a cross-section of countries," Journal of International Economics, Elsevier, vol. 51(2), pages 335-362, August.
    44. Straub, Stephane, 2008. "Infrastructure and growth in developing countries : recent advances and research challenges," Policy Research Working Paper Series 4460, The World Bank.
    45. Hulya Ulku, 2007. "R&D, innovation and output: evidence from OECD and nonOECD countries," Applied Economics, Taylor & Francis Journals, vol. 39(3), pages 291-307.
    46. Pierre-Richard Agénor & Otaviano Canuto & Michael Jelenic, 2012. "Avoiding Middle-Income Growth Traps," World Bank - Economic Premise, The World Bank, issue 98, pages 1-7, November.
    47. Iacopetta, Maurizio, 2010. "Phases of economic development and the transitional dynamics of an innovation-education growth model," European Economic Review, Elsevier, vol. 54(2), pages 317-330, February.
    48. Agénor, Pierre-Richard, 2010. "A theory of infrastructure-led development," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 932-950, May.
    49. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    50. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    51. Gómez, Manuel A. & Sequeira, Tiago N., 2013. "Optimal R&D subsidies in a model with physical capital, human capital and varieties," Economic Modelling, Elsevier, vol. 30(C), pages 217-224.
    52. Redding, Stephen, 1996. "The Low-Skill, Low-Quality Trap: Strategic Complementarities between Human Capital and R&D," Economic Journal, Royal Economic Society, vol. 106(435), pages 458-470, March.
    53. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    54. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    55. Kneller, Richard & Bleaney, Michael F. & Gemmell, Norman, 1999. "Fiscal policy and growth: evidence from OECD countries," Journal of Public Economics, Elsevier, vol. 74(2), pages 171-190, November.
    56. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    57. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
    58. Derek Kellenberg, 2009. "US affiliates, infrastructure and growth: A simultaneous investigation of critical mass," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 18(3), pages 311-345.
    59. Prodan, I., 2005. "Influence of Research and Development Expenditures on Number of Patent Aplications: Selected Case Studies in OECD countries and Central Europe, 1981-2001," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 5(4).
    60. 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.
    61. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    62. Shioji, Etsuro, 2001. "Public Capital and Economic Growth: A Convergence Approach," Journal of Economic Growth, Springer, vol. 6(3), pages 205-227, September.
    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. Baris Alpaslan, 2015. "Public Spending and Transitional Dynamics of an Innovation-Based Growth Model," Centre for Growth and Business Cycle Research Discussion Paper Series 199, Economics, The University of Manchester.
    2. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    3. Agénor, Pierre-Richard & Dinh, Hinh T., 2015. "Social capital, product imitation and growth with learning externalities," Journal of Development Economics, Elsevier, vol. 114(C), pages 41-54.
    4. Silvia Bertarelli, 2006. "Public capital and growth," Politica economica, Società editrice il Mulino, issue 3, pages 361-398.
    5. Pierre‐Richard Agénor & Barış Alpaslan, 2018. "Infrastructure And Industrial Development With Endogenous Skill Acquisition," Bulletin of Economic Research, Wiley Blackwell, vol. 70(4), pages 313-334, October.
    6. Tamoya Christie, 2014. "The Effect Of Government Spending On Economic Growth: Testing The Non-Linear Hypothesis," Bulletin of Economic Research, Wiley Blackwell, vol. 66(2), pages 183-204, April.
    7. Calderon, Cesar & Serven, Luis, 2014. "Infrastructure, growth, and inequality : an overview," Policy Research Working Paper Series 7034, The World Bank.
    8. Angel De la Fuente, 2010. "Infrastructures and productivity: an updated survey," Working Papers 1018, BBVA Bank, Economic Research Department.
    9. Renato Santiago & Matheus Koengkan & José Alberto Fuinhas & António Cardoso Marques, 2020. "The relationship between public capital stock, private capital stock and economic growth in the Latin American and Caribbean countries," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 67(3), pages 293-317, September.
    10. Catalina Cantu, 2017. "Mexico’s economic infrastructure: international benchmark and its impact on growth," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-26, December.
    11. Santiago Acosta-Ormaechea & Atsuyoshi Morozumi, 2017. "Public Spending Reallocations And Economic Growth Across Different Income Levels," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 98-114, January.
    12. Calderon, Cesar & Serven, Luis, 2004. "The effects of infrastructure development on growth and income distribution," Policy Research Working Paper Series 3400, The World Bank.
    13. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    14. Muhammad Javid, 2019. "Public and Private Infrastructure Investment and Economic Growth in Pakistan: An Aggregate and Disaggregate Analysis," Sustainability, MDPI, vol. 11(12), pages 1-22, June.
    15. Kluge, Jan & Lappoehn, Sarah & Plank, Kerstin, 2020. "The Determinants of Economic Competitiveness," IHS Working Paper Series 24, Institute for Advanced Studies.
    16. Shi, Yingying & Guo, Shen & Sun, Puyang, 2017. "The role of infrastructure in China’s regional economic growth," Journal of Asian Economics, Elsevier, vol. 49(C), pages 26-41.
    17. 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.
    18. Creina Day, 2016. "Non-Scale Endogenous Growth with R&D and Human Capital," Scottish Journal of Political Economy, Scottish Economic Society, vol. 63(5), pages 443-467, November.
    19. Aiyar, Shekhar & Duval, Romain & Puy, Damien & Wu, Yiqun & Zhang, Longmei, 2018. "Growth slowdowns and the middle-income trap," Japan and the World Economy, Elsevier, vol. 48(C), pages 22-37.
    20. Klaus Prettner, 2012. "Public education, technological change and economic prosperity: semi-endogenous growth revisited," PGDA Working Papers 9012, Program on the Global Demography of Aging.

    More about this item

    Keywords

    Public capital; Innovation; Endogenous growth; Nonlinearities; GMM estimation;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

    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:eee:jmacro:v:44:y:2015:i:c:p:252-275. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622617 .

    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.