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Productive Public Spending, Knowledge Spillovers and Convergence: A Multi-Country Analysis

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  • Federico, Antonio Pietro
  • Parello, Carmelo Pierpaolo

Abstract

This paper develops a multi-country AK model of endogenous growth with international knowledge transmission to analyze the impact of productive public expenditure on growth and convergence. A leader economy drives knowledge advancement, while follower countries benefit from spillovers if their knowledge exceeds a threshold. The findings suggest that public expenditure helps laggard followers acquire foreign technology but does not enhance long-term growth. Empirical analysis using a dynamic panel model confirms the threshold effect: public investment boosts growth only in countries far from the technological frontier, while it is ineffective for those at or beyond the threshold.

Suggested Citation

  • Federico, Antonio Pietro & Parello, Carmelo Pierpaolo, 2025. "Productive Public Spending, Knowledge Spillovers and Convergence: A Multi-Country Analysis," MPRA Paper 123748, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:123748
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Patel, Dev & Sandefur, Justin & Subramanian, Arvind, 2021. "The new era of unconditional convergence," Journal of Development Economics, Elsevier, vol. 152(C).
    3. Chang-Tai Hsieh & Peter J. Klenow & Ishan Nath, 2023. "A Global View of Creative Destruction," Journal of Political Economy Macroeconomics, University of Chicago Press, vol. 1(2), pages 243-275.
    4. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    5. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    6. William F. Blankenau & Nicole B. Simpson & Marc Tomljanovich, 2007. "Public Education Expenditures, Taxation, and Growth: Linking Data to Theory," American Economic Review, American Economic Association, vol. 97(2), pages 393-397, May.
    7. Gupta, Sanjeev & Clements, Benedict & Baldacci, Emanuele & Mulas-Granados, Carlos, 2005. "Fiscal policy, expenditure composition, and growth in low-income countries," Journal of International Money and Finance, Elsevier, vol. 24(3), pages 441-463, April.
    8. Ant Afonso & João Tovar Jalles, 2014. "Fiscal composition and long-term growth," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 349-358, January.
    9. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    10. Jan Ditzen & Simon Reese, 2023. "xtnumfac: A battery of estimators for the number of common factors in time series and panel-data models," Stata Journal, StataCorp LLC, vol. 23(2), pages 438-454, June.
    11. Rebelo, Sergio, 1991. "Long-Run Policy Analysis and Long-Run Growth," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 500-521, June.
    12. Eckstein, Zvi & Zilcha, Itzhak, 1994. "The effects of compulsory schooling on growth, income distribution and welfare," Journal of Public Economics, Elsevier, vol. 54(3), pages 339-359, July.
    13. Sutirtha Roy , Martin Kessler and Arvind Subramanian, 2016. "Glimpsing the End of Economic History? Unconditional Convergence and the Missing Middle Income Trap - Working Paper 438," Working Papers 438, Center for Global Development.
    14. Seung C. Ahn & Alex R. Horenstein, 2013. "Eigenvalue Ratio Test for the Number of Factors," Econometrica, Econometric Society, vol. 81(3), pages 1203-1227, May.
    15. Debarsy, Nicolas & Ertur, Cem, 2019. "Interaction matrix selection in spatial autoregressive models with an application to growth theory," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 49-69.
    16. Pierre-Richard Agénor, 2008. "Fiscal policy and endogenous growth with public infrastructure," Oxford Economic Papers, Oxford University Press, vol. 60(1), pages 57-87, January.
    17. Blankenau, William F. & Simpson, Nicole B., 2004. "Public education expenditures and growth," Journal of Development Economics, Elsevier, vol. 73(2), pages 583-605, April.
    18. 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.
    19. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    20. Alexander Chudik & M. Hashem Pesaran & Elisa Tosetti, 2011. "Weak and strong cross‐section dependence and estimation of large panels," Econometrics Journal, Royal Economic Society, vol. 14(1), pages 45-90, February.
    21. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    22. Michael Kremer & Jack Willis & Yang You, 2021. "Converging to Convergence," NBER Chapters, in: NBER Macroeconomics Annual 2021, volume 36, pages 337-412, National Bureau of Economic Research, Inc.
    23. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    24. Strauss, Jack & Yigit, Taner, 2003. "Shortfalls of panel unit root testing," Economics Letters, Elsevier, vol. 81(3), pages 309-313, December.
    25. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    26. 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.
    27. Gagliardini, Patrick & Ossola, Elisa & Scaillet, Olivier, 2019. "A diagnostic criterion for approximate factor structure," Journal of Econometrics, Elsevier, vol. 212(2), pages 503-521.
    28. Jin, Wei & Zhou, Yixiao, 2022. "Growth And Convergence Through Technological Interdependence," Macroeconomic Dynamics, Cambridge University Press, vol. 26(5), pages 1338-1374, July.
    29. repec:bla:scandj:v:95:y:1993:i:4:p:607-25 is not listed on IDEAS
    30. Aisa, Rosa & Pueyo, Fernando, 2006. "Government health spending and growth in a model of endogenous longevity," Economics Letters, Elsevier, vol. 90(2), pages 249-253, February.
    31. Morozumi, Atsuyoshi & Veiga, Francisco José, 2016. "Public spending and growth: The role of government accountability," European Economic Review, Elsevier, vol. 89(C), pages 148-171.
    32. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.
    33. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    34. 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.
    35. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    36. Blankenau, William, 2005. "Public schooling, college subsidies and growth," Journal of Economic Dynamics and Control, Elsevier, vol. 29(3), pages 487-507, March.
    37. 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.
    38. Chu, Angus C. & Peretto, Pietro & Wang, Xilin, 2024. "Government spending and industrialization in a Schumpeterian economy," MPRA Paper 120797, University Library of Munich, Germany.
    39. Agénor, Pierre-Richard, 2010. "A theory of infrastructure-led development," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 932-950, May.
    40. Turnovsky, Stephen J. & Fisher, Walter H., 1995. "The composition of government expenditure and its consequences for macroeconomic performance," Journal of Economic Dynamics and Control, Elsevier, vol. 19(4), pages 747-786, May.
    41. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    42. 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.
    43. Parello, Carmelo Pierpaolo & Venturini, Francesco, 2025. "Knowledge Gaps, Convergence and Growth," MPRA Paper 123877, University Library of Munich, Germany.
    44. Gareth Anderson & Mr. Mehdi Raissi, 2018. "Corporate Indebtedness and Low Productivity Growth of Italian Firms," IMF Working Papers 2018/033, International Monetary Fund.
    45. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    46. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
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    More about this item

    Keywords

    AK growth; Knowledge spillovers; Development thresholds; Dynamic heterogeneous panels ; Cross-Sectional dependence.;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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