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Fiscal Decentralization and Public R&D Policy: A Country Panel Analysis

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  • Daniel Gama e Colombo

    (National Institute of Educational Studies and Research Anísio Teixeira, Brazil)

  • Jorge Martinez-Vazquez

    (International Center for Public Policy, Georgia State University, USA)

Abstract

This paper examines the impact of fiscal decentralization on both public investment in innovation (measured as the share of research and development - R&D - spending in total government budget) and on the intensity of basic research within the public R&D bundle. We present a theoretical model where a ‘benevolent government’ invests in R&D aiming at maximizing net income available in the country (central government) or in the respective region (subnational government), where states compete to attract capital investment, and where R&D results are subject to interregional knowledge spillovers. The model predicts that decentralization leads to a lower level of public spending on innovation and to a lower share of basic research in government R&D budgets. The implications of the model are empirically tested utilizing country aggregate data. We find evidence that expenditure decentralization leads to lower intensity of basic research within public R&D and that both revenue and expenditure decentralization negatively affect the size of innovation spending. The findings suggest that fiscal decentralization policy, expected to be beneficial in many other dimensions, should be accompanied by measures to compensate for the otherwise decrease in innovation spending and that the assignment of expenditure responsibilities should have central government play a greater role in financing and carrying out basic research.

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  • Daniel Gama e Colombo & Jorge Martinez-Vazquez, 2018. "Fiscal Decentralization and Public R&D Policy: A Country Panel Analysis," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper1820, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
  • Handle: RePEc:ays:ispwps:paper1820
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    1. Raúl A Ponce-Rodríguez & Charles R Hankla & Jorge Martinez-Vazquez & Eunice Heredia-Ortiz, 2018. "Rethinking the Political Economy of Decentralization: How Elections and Parties Shape the Provision of Local Public Goods," Publius: The Journal of Federalism, CSF Associates Inc., vol. 48(4), pages 523-558.
    2. Ufuk Akcigit & Douglas Hanley & Nicolas Serrano-Velarde, 2021. "Back to Basics: Basic Research Spillovers, Innovation Policy, and Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 1-43.
    3. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    4. Mansfield, Edwin, 1991. "Academic research and industrial innovation," Research Policy, Elsevier, vol. 20(1), pages 1-12, February.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. Zvi Griliches, 1998. "Productivity, R&D, and Basic Research at the Firm Level in the 1970s," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 82-99, National Bureau of Economic Research, Inc.
    7. 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.
    8. Edwin Mansfield & John Rapoport & Anthony Romeo & Samuel Wagner & George Beardsley, 1977. "Social and Private Rates of Return from Industrial Innovations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(2), pages 221-240.
    9. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    10. Jeffrey Furman & Margaret K. Kyle & Alain Cockburn & Rebecca M. Henderson, 2005. "Public & Private Spillovers: Location and the Productivity of Pharmaceutical Research," Annals of Economics and Statistics, GENES, issue 79-80, pages 165-188.
    11. Jia, Junxue & Guo, Qingwang & Zhang, Jing, 2014. "Fiscal decentralization and local expenditure policy in China," China Economic Review, Elsevier, vol. 28(C), pages 107-122.
    12. 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.
    13. Agnese Sacchi & Simone Salotti, 2016. "A Comprehensive Analysis of Expenditure Decentralization and of the Composition of Local Public Spending," Regional Studies, Taylor & Francis Journals, vol. 50(1), pages 93-109, January.
    14. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    15. María Morales, 2004. "Research policy and endogenous growth," Spanish Economic Review, Springer;Spanish Economic Association, vol. 6(3), pages 179-209, October.
    16. Faguet, Jean-Paul, 2004. "Does decentralization increase government responsiveness to local needs?: Evidence from Bolivia," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 867-893, March.
    17. Keen, Michael & Marchand, Maurice, 1997. "Fiscal competition and the pattern of public spending," Journal of Public Economics, Elsevier, vol. 66(1), pages 33-53, October.
    18. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    19. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    20. Nadir Habibi & Cindy Huang & Diego Miranda & Victoria Murillo & Gustav Ranis & Mainak Sarkar & Frances Stewart, 2003. "Decentralization and Human Development in Argentina," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 4(1), pages 73-101.
    21. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    22. Amrita Dhillon & Myrna Wooders & Ben Zissimos, 2007. "Tax Competition Reconsidered," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 9(3), pages 391-423, June.
    23. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    24. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," 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 1033-1082, Elsevier.
    25. Mehrhoff, Jens, 2009. "A solution to the problem of too many instruments in dynamic panel data GMM," Discussion Paper Series 1: Economic Studies 2009,31, Deutsche Bundesbank.
    26. Janos Feidler & Klaas Staal, 2012. "Centralized and decentralized provision of public goods," Economics of Governance, Springer, vol. 13(1), pages 73-93, March.
    27. Sinn, Hans-Werner, . "The New Systems Competition: YRJÖ Jahnsson Lectures," Monographs in Economics, University of Munich, Department of Economics, number 19614, November.
    28. repec:bla:scotjp:v:56:y:2009:i:s1:p:474-491 is not listed on IDEAS
    29. Brennan,Geoffrey & Buchanan,James M., 2006. "The Power to Tax," Cambridge Books, Cambridge University Press, number 9780521027922, September.
    30. Wallace E. Oates & Wallace E. Oates, 2004. "An Essay on Fiscal Federalism," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 22, pages 384-414, Edward Elgar Publishing.
    31. Lichtenberg, Frank R & Siegel, Donald, 1991. "The Impact of R&D Investment on Productivity--New Evidence Using Linked R&D-LRD Data," Economic Inquiry, Western Economic Association International, vol. 29(2), pages 203-229, April.
    32. Angus C. Chu & Yuichi Furukawa, 2013. "Patentability and Knowledge Spillovers of Basic R&D," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 928-945, April.
    33. Jorge Martinez-Vazquez & Santiago Lago-Peñas & Agnese Sacchi, 2017. "The Impact Of Fiscal Decentralization: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 31(4), pages 1095-1129, September.
    34. Besley, Timothy & Coate, Stephen, 2003. "Centralized versus decentralized provision of local public goods: a political economy approach," Journal of Public Economics, Elsevier, vol. 87(12), pages 2611-2637, December.
    35. Köhler, Christian & Larédo, Philippe & Rammer, Christian, 2012. "Fiscal incentives for business R&D: Compendium of evidence on the effectiveness of innovation policy intervention," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 111472.
    36. Robin Boadway & Michael Keen, 1996. "Efficiency and the optimal direction of federal-state transfers," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 3(2), pages 137-155, May.
    37. Oates, Wallace E. & Schwab, Robert M., 1988. "Economic competition among jurisdictions: efficiency enhancing or distortion inducing?," Journal of Public Economics, Elsevier, vol. 35(3), pages 333-354, April.
    38. Hulten, Charles R. & Schwab, Robert M., 1997. "A fiscal federalism approach to infrastructure policy," Regional Science and Urban Economics, Elsevier, vol. 27(2), pages 139-159, April.
    39. George R. Zodrow & Peter Mieszkowski, 2019. "Pigou, Tiebout, Property Taxation, and the Underprovision of Local Public Goods," World Scientific Book Chapters, in: George R Zodrow (ed.), TAXATION IN THEORY AND PRACTICE Selected Essays of George R. Zodrow, chapter 17, pages 525-542, World Scientific Publishing Co. Pte. Ltd..
    40. Mansfield, Edwin & Lee, Jeong-Yeon, 1996. "The modern university: contributor to industrial innovation and recipient of industrial R&D support," Research Policy, Elsevier, vol. 25(7), pages 1047-1058, October.
    41. Ignacio Lozano & María Adelaida Martínez, 2013. "Enrollment and Quality Levels of Colombia's Public Basic Education: Has Fiscal Decentralization Improved Them?," Borradores de Economia 10387, Banco de la Republica.
    42. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    43. Aghion, Philippe & Howitt, Peter, 1996. "Research and Development in the Growth Process," Journal of Economic Growth, Springer, vol. 1(1), pages 49-73, March.
    44. Robert Wieser, 2005. "Research And Development Productivity And Spillovers: Empirical Evidence At The Firm Level," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 587-621, September.
    45. Mehrhoff, Jens, 2009. "A solution to the problem of too many instruments in dynamic panel data GMM," IBES Diskussionsbeiträge 171, University of Duisburg-Essen, Institute of Business and Economic Studie (IBES).
    46. Jakob Edler & Jan Fagerberg, 2017. "Innovation policy: what, why, and how," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 2-23.
    47. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1989. "Research and Development and Intra-industry Spillovers: An Empirical Application of Dynamic Duality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(2), pages 249-267.
    48. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    49. Mansfield, Edwin, 1980. "Basic Research and Productivity Increase in Manufacturing," American Economic Review, American Economic Association, vol. 70(5), pages 863-873, December.
    50. Jon H. Fiva, 2005. "New Evidence on Fiscal Decentralization and the Size of Government," CESifo Working Paper Series 1615, CESifo.
    51. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    52. 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.
    53. Mancusi, Maria Luisa, 2008. "International spillovers and absorptive capacity: A cross-country cross-sector analysis based on patents and citations," Journal of International Economics, Elsevier, vol. 76(2), pages 155-165, December.
    54. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    55. Lars–Erik Borge & Jørn Rattsø, 2002. "Spending Growth With Vertical Fiscal Imbalance: Decentralized Government Spending In Norway, 1880–1990," Economics and Politics, Wiley Blackwell, vol. 14(3), pages 351-373, November.
    56. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    57. Kappeler, Andreas & Välilä, Timo, 2008. "Fiscal federalism and the composition of public investment in Europe," European Journal of Political Economy, Elsevier, vol. 24(3), pages 562-570, September.
    58. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    59. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    60. Juan Gonzalez Alegre, 2010. "Decentralization and the Composition of Public Expenditure in Spain," Regional Studies, Taylor & Francis Journals, vol. 44(8), pages 1067-1083.
    61. Sorens, Jason, 2016. "Vertical Fiscal Gaps and Economic Performance: A Theoretical Review and an Empirical Meta-analysis," Working Papers 06856, George Mason University, Mercatus Center.
    62. Franco Malerba & Maria Mancusi & Fabio Montobbio, 2013. "Innovation, international R&D spillovers and the sectoral heterogeneity of knowledge flows," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 697-722, December.
    63. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    64. Giovanni Peri, 2005. "Determinants of Knowledge Flows and Their Effect on Innovation," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 308-322, May.
    65. Mark Funk, 2002. "Basic Research and International Spillovers," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(2), pages 217-226.
    66. Jan Fagerberg, 2017. "Innovation Policy: Rationales, Lessons And Challenges," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 497-512, April.
    67. Alwyn Young, 1992. "A Tale of Two Cities: Factor Accumulation and Technical Change in Hong Kong and Singapore," NBER Chapters, in: NBER Macroeconomics Annual 1992, Volume 7, pages 13-64, National Bureau of Economic Research, Inc.
    68. Angus C. Chu & Yuichi Furukawa, 2013. "Patentability and Knowledge Spillovers of Basic R&D," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 928-945, April.
    69. Guido Cozzi & Silvia Galli, 2009. "Science‐Based R&D In Schumpeterian Growth," Scottish Journal of Political Economy, Scottish Economic Society, vol. 56(4), pages 474-491, September.
    70. Park, Walter G., 1998. "A theoretical model of government research and growth," Journal of Economic Behavior & Organization, Elsevier, vol. 34(1), pages 69-85, January.
    71. Grisorio, Maria Jennifer & Prota, Francesco, 2015. "The short and the long run relationship between fiscal decentralization and public expenditure composition in Italy," Economics Letters, Elsevier, vol. 130(C), pages 113-116.
    72. Eyraud, Luc & Lusinyan, Lusine, 2013. "Vertical fiscal imbalances and fiscal performance in advanced economies," Journal of Monetary Economics, Elsevier, vol. 60(5), pages 571-587.
    73. Verspagen, Bart, 1992. "Endogenous innovation in neoclassical growth models: A survey," Journal of Macroeconomics, Elsevier, vol. 14(4), pages 631-662.
    74. repec:bla:scandj:v:104:y:2002:i:4:p:531-45 is not listed on IDEAS
    75. 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.
    76. Oates, Wallace E., 2008. "On the Evolution of Fiscal Federalism: Theory and Institutions," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(2), pages 313-334, June.
    77. Per Botolf Maurseth & Bart Verspagen, 2002. "Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
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