IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-05092674.html
   My bibliography  Save this paper

Public science vs. mission-oriented policies in long-run growth: An agent-based model

Author

Listed:
  • Andrea Borsato

    (UniBg - Università degli Studi di Bergamo = University of Bergamo, BETA - Bureau d'Économie Théorique et Appliquée - AgroParisTech - UNISTRA - Université de Strasbourg - Université de Haute-Alsace (UHA) - Université de Haute-Alsace (UHA) Mulhouse - Colmar - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

  • André Lorentz

    (BETA - Bureau d'Économie Théorique et Appliquée - AgroParisTech - UNISTRA - Université de Strasbourg - Université de Haute-Alsace (UHA) - Université de Haute-Alsace (UHA) Mulhouse - Colmar - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

Abstract

This paper offers a contribution to the literature on science policies and on the possible trade-off between broad science-technology policies and mission-oriented programs. We develop a multi-country, multi-sectoral agentbased model that represents a small-scale monetary union. Findings are threefold. Firstly, symmetric science policies from governments significantly reduce cross-country growth divergence. Secondly, even if economic growth is largely driven by the sectors with absolute advantages, having some flow of open science investments is sufficient for the other industries to survive and innovate. Thirdly, science policy limits monopolistic tendencies and reduces income inequality. Yet, the working of the model suggests that supply-side science policies should be paired with demand-side policies to meet grand societal challenges.

Suggested Citation

  • Andrea Borsato & André Lorentz, 2025. "Public science vs. mission-oriented policies in long-run growth: An agent-based model," Post-Print hal-05092674, HAL.
  • Handle: RePEc:hal:journl:hal-05092674
    DOI: 10.1016/j.strueco.2025.03.001
    Note: View the original document on HAL open archive server: https://hal.science/hal-05092674v1
    as

    Download full text from publisher

    File URL: https://hal.science/hal-05092674v1/document
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.strueco.2025.03.001?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
    ---><---

    References listed on IDEAS

    as
    1. Emmanuel Saez & Gabriel Zucman, 2020. "The Rise of Income and Wealth Inequality in America: Evidence from Distributional Macroeconomic Accounts," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 3-26, Fall.
    2. repec:hal:spmain:info:hdl:2441/4h9cnu4n2k8tfri093jil1d739 is not listed on IDEAS
    3. André Lorentz & Tommaso Ciarli & Maria Savona & Marco Valente, 2016. "The effect of demand-driven structural transformations on growth and technological change," Journal of Evolutionary Economics, Springer, vol. 26(1), pages 219-246, March.
    4. Steven N. Durlauf & Paul A. Johnson & Jonathan R. W. Temple, 2009. "The Econometrics of Convergence," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 23, pages 1087-1118, Palgrave Macmillan.
    5. Fagerberg, Jan, 1987. "A technology gap approach to why growth rates differ," Research Policy, Elsevier, vol. 16(2-4), pages 87-99, August.
    6. Deleidi, Matteo & Iafrate, Francesca & Levrero, Enrico Sergio, 2020. "Public investment fiscal multipliers: An empirical assessment for European countries," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 354-365.
    7. G Dosi & M C Pereira & A Roventini & M E Virgillito, 2018. "Causes and consequences of hysteresis: aggregate demand, productivity, and employment," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(6), pages 1015-1044.
    8. Giorgio Fagiolo & Mattia Guerini & Francesco Lamperti & Alessio Moneta & Andrea Roventini, 2017. "Validation of Agent-Based Models in Economics and Finance," LEM Papers Series 2017/23, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    9. Florian Botte, 2019. "Endogenous business cycles and Harrodian instability in an agent-based model," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 42(2), pages 232-254, April.
    10. J. Bradford DeLong & Lawrence H. Summers, 1992. "Equipment Investment and Economic Growth: How Strong Is the Nexus?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(2), pages 157-212.
    11. Dosi, Giovanni & Fagiolo, Giorgio & Roventini, Andrea, 2010. "Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1748-1767, September.
    12. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    13. N. Kaldor & J. A. Mirrlees, 1971. "A New Model of Economic Growth," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 13, pages 165-183, Palgrave Macmillan.
    14. Mariana Mazzucato, 2016. "From market fixing to market-creating: a new framework for innovation policy," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 140-156, February.
    15. Giovanni Dosi & Andrea Roventini & Emanuele Russo, 2021. "Public policies and the art of catching up: matching the historical evidence with a multicountry agent-based model [Catching up, forging ahead, and falling behind]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(4), pages 1011-1036.
    16. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    17. repec:hal:spmain:info:hdl:2441/hiaqa97n684boj041a440irqd is not listed on IDEAS
    18. Caiani, Alessandro & Godin, Antoine & Caverzasi, Eugenio & Gallegati, Mauro & Kinsella, Stephen & Stiglitz, Joseph E., 2016. "Agent based-stock flow consistent macroeconomics: Towards a benchmark model," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 375-408.
    19. Dosi, Giovanni & Roventini, Andrea & Russo, Emanuele, 2019. "Endogenous growth and global divergence in a multi-country agent-based model," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 101-129.
    20. Stefano Bianchini & Patrick Llerena, 2016. "Science policy as a prerequisite of industrial policy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(3), pages 273-280, September.
    21. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    22. Tommaso Ciarli & André Lorentz & Marco Valente & Maria Savona, 2019. "Structural changes and growth regimes," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 119-176, March.
    23. Alessandro Caiani & Alberto Russo & Mauro Gallegati, 2019. "Does inequality hamper innovation and growth? An AB-SFC analysis," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 177-228, March.
    24. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    25. Masahiko Aoki, 2013. "Horizontal vs. Vertical Information Structure of the Firm," Chapters, in: Comparative Institutional Analysis, chapter 5, pages 57-58, Edward Elgar Publishing.
    26. Giovanni Dosi & Marcelo C. Pereira & Andrea Roventini & Maria Enrica Virgillito, 2018. "Causes et consequences of hysteresis : aggregate demand, productivity and employment," Sciences Po publications info:hdl:2441/4h9cnu4n2k8, Sciences Po.
    27. André Lorentz, 2015. "Structural change, sectoral specialisation and growth rate differences in an evolutionary growth model with demand shocks," Journal of Innovation Economics, De Boeck Université, vol. 0(1), pages 217-248.
    28. Amendola, Mario & Gaffard, Jean-Luc, 1998. "Out of Equilibrium," OUP Catalogue, Oxford University Press, number 9780198293804, Decembrie.
    29. Carnevali, Emilio & Deleidi, Matteo & Pariboni, Riccardo & Veronese Passarella, Marco, 2021. "Cross-border financial flows and global warming in a two-area ecological SFC model," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
    30. Andrea Borsato, 2022. "An agent-based model for Secular Stagnation in the USA: theory and empirical evidence," Journal of Evolutionary Economics, Springer, vol. 32(4), pages 1345-1389, September.
    31. Andre Lorentz & Tommaso Ciarli & Maria Savona & Marco Valente, 2019. "Structural Transformations and Cumulative Causation: Towards an Evolutionary Micro-foundation of the Kaldorian Growth Model," Working Papers of BETA 2019-15, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    32. Ron P. Smith, 2021. "The Challenge of Identification and the Value of Descriptive Evidence," Springer Books, in: Elodie Douarin & Oleh Havrylyshyn (ed.), The Palgrave Handbook of Comparative Economics, edition 1, chapter 35, pages 917-940, Springer.
    33. Mowery, David C. & Nelson, Richard R. & Martin, Ben R., 2010. "Technology policy and global warming: Why new policy models are needed (or why putting new wine in old bottles won't work)," Research Policy, Elsevier, vol. 39(8), pages 1011-1023, October.
    34. Walde, Klaus & Woitek, Ulrich, 2004. "R&D expenditure in G7 countries and the implications for endogenous fluctuations and growth," Economics Letters, Elsevier, vol. 82(1), pages 91-97, January.
    35. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    36. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    37. Witt, Ulrich, 2010. "Symbolic consumption and the social construction of product characteristics," Structural Change and Economic Dynamics, Elsevier, vol. 21(1), pages 17-25, March.
    38. Tommaso Ciarli & André Lorentz & Maria Savona & Marco Valente, 2010. "The Effect Of Consumption And Production Structure On Growth And Distribution. A Micro To Macro Model," Metroeconomica, Wiley Blackwell, vol. 61(1), pages 180-218, February.
    39. André Lorentz, 2018. "Evolutionary Micro-Founded Technical Change and the Kaldor-Verdoorn Law," Post-Print hal-03983497, HAL.
    40. Fagerberg, Jan, 1994. "Technology and International Differences in Growth Rates," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1147-1175, September.
    41. Bianchini, Stefano & Llerena, Patrick & Patsali, Sofia, 2019. "Demand-pull innovation in science: Empirical evidence from a research university’s suppliers," Research Policy, Elsevier, vol. 48(S).
    42. Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
    43. 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.
    44. Kaldor, Nicholas, 1972. "The Irrelevance of Equilibrium Economics," Economic Journal, Royal Economic Society, vol. 82(328), pages 1237-1255, December.
    45. Foray, Dominique & Llerena, Patrick, 1996. "Information Structure and Coordination in Technology Policy: A Theoretical Model and Two Case Studies," Journal of Evolutionary Economics, Springer, vol. 6(2), pages 157-173, May.
    46. Patrick Llerena & André Lorentz, 2004. "Co-Evolution of Macro-Dynamics and Technological Change : an Alternative View on Growth," Revue d'Économie Industrielle, Programme National Persée, vol. 105(1), pages 47-70.
    47. Dawid, H. & Harting, P. & Neugart, M., 2014. "Economic convergence: Policy implications from a heterogeneous agent model," Journal of Economic Dynamics and Control, Elsevier, vol. 44(C), pages 54-80.
    48. Giovanni Dosi & Andrea Roventini, 2019. "More is different ... and complex! the case for agent-based macroeconomics," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 1-37, March.
    49. Allen, Robert C., 2001. "The Great Divergence in European Wages and Prices from the Middle Ages to the First World War," Explorations in Economic History, Elsevier, vol. 38(4), pages 411-447, October.
    50. Assenza, Tiziana & Delli Gatti, Domenico & Grazzini, Jakob, 2015. "Emergent dynamics of a macroeconomic agent based model with capital and credit," Journal of Economic Dynamics and Control, Elsevier, vol. 50(C), pages 5-28.
    51. Anthony Philip Thirlwall, 2012. "Balance of Payments Constrained Growth Models: History and Overview," Palgrave Macmillan Books, in: Elias Soukiazis & Pedro A. Cerqueira (ed.), Models of Balance of Payments Constrained Growth, chapter 1, pages 11-49, Palgrave Macmillan.
    52. Cimoli, Mario & Dosi, Giovanni & Stiglitz, Joseph E. (ed.), 2009. "Industrial Policy and Development: The Political Economy of Capabilities Accumulation," OUP Catalogue, Oxford University Press, number 9780199235278, Decembrie.
    53. J. S. L. McCombie & A. P. Thirlwall, 1997. "The Dynamic Harrod Foreign Trade Multiplier and the Demand-orientated Approach to Economic Growth: an Evaluation," International Review of Applied Economics, Taylor & Francis Journals, vol. 11(1), pages 5-26.
    54. 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.
    55. Steven N. Durlauf & Paul A. Johnson & Jonathan R. W. Temple, 2009. "The Methods of Growth Econometrics," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 24, pages 1119-1179, Palgrave Macmillan.
    56. Foray, D. & Mowery, D.C. & Nelson, R.R., 2012. "Public R&D and social challenges: What lessons from mission R&D programs?," Research Policy, Elsevier, vol. 41(10), pages 1697-1702.
    57. Andrea Borsato, 2023. "Does the Secular Stagnation hypothesis match the data? Evidence from the USA," Post-Print hal-04272117, HAL.
    58. Mowery, David C. & Langlois, Richard N., 1996. "Spinning off and spinning on(?): the federal government role in the development of the US computer software industry," Research Policy, Elsevier, vol. 25(6), pages 947-966, September.
    59. André Lorentz, 2015. "Sectoral specialisation in an evolutionary growth model with a Kaldorian flavour," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 5(3), pages 319-344.
    60. Sawyer, Malcolm & Veronese Passarella, Marco, 2021. "A Comprehensive Comparison of Fiscal and Monetary Policies: A Comparative Dynamics Approach," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 384-404.
    61. Dosi, Giovanni & Llerena, Patrick & Labini, Mauro Sylos, 2006. "The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called `European Paradox'," Research Policy, Elsevier, vol. 35(10), pages 1450-1464, December.
    62. Pier Saviotti & Andreas Pyka, 2004. "Economic development by the creation of new sectors," Journal of Evolutionary Economics, Springer, vol. 14(1), pages 1-35, January.
    63. Giovanni Dosi & Marcelo Pereira & Andrea Roventini & Maria Enrica Virgillito, 2018. "Causes et consequences of hysteresis : aggregate demand, productivity and employment," Sciences Po publications info:hdl:2441/hiaqa97n684, Sciences Po.
    64. Metcalfe, J S, 1995. "Technology Systems and Technology Policy in an Evolutionary Framework," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 25-46, February.
    65. Nicholas Kaldor, 1961. "Capital Accumulation and Economic Growth," International Economic Association Series, in: D. C. Hague (ed.), The Theory of Capital, chapter 0, pages 177-222, Palgrave Macmillan.
    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. Andrea Borsato & Andre Lorentz, 2023. "Open Science vs. Mission-oriented Policies and the Long-run Dynamics of Integrated Economies: An Agent-based Model with a Kaldorian Flavour," Working Papers of BETA 2023-17, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    2. Giovanni Dosi & Andrea Roventini, 2024. "Evolutionary Growth Theory," LEM Papers Series 2024/02, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Dosi, Giovanni & Roventini, Andrea & Russo, Emanuele, 2019. "Endogenous growth and global divergence in a multi-country agent-based model," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 101-129.
    4. repec:spo:wpmain:info:hdl:2441/401t6job098n79ch91o9giov9d is not listed on IDEAS
    5. Dosi, Giovanni & Lamperti, Francesco & Mazzucato, Mariana & Napoletano, Mauro & Roventini, Andrea, 2023. "Mission-oriented policies and the “Entrepreneurial State” at work: An agent-based exploration," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).
    6. repec:hal:spmain:info:hdl:2441/401t6job098n79ch91o9giov9d is not listed on IDEAS
    7. Giovanni Dosi & Andrea Roventini & Emmanuele Russo, 2020. "Public Policies And The Art Of Catching Up," Working Papers hal-03242369, HAL.
    8. Giovanni Dosi & Andrea Roventini & Emanuele Russo, 2021. "Public policies and the art of catching up: matching the historical evidence with a multicountry agent-based model [Catching up, forging ahead, and falling behind]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(4), pages 1011-1036.
    9. repec:spo:wpmain:info:hdl:2441/46k9rkvut99i7qnn4vqm25t53b is not listed on IDEAS
    10. repec:hal:spmain:info:hdl:2441/46k9rkvut99i7qnn4vqm25t53b is not listed on IDEAS
    11. repec:spo:wpmain:info:hdl:2441/3s3jn8tt5h9mab7fo128gecbhj is not listed on IDEAS
    12. repec:hal:spmain:info:hdl:2441/3s3jn8tt5h9mab7fo128gecbhj is not listed on IDEAS
    13. Andrea Borsato, 2022. "An agent-based model for Secular Stagnation in the USA: theory and empirical evidence," Journal of Evolutionary Economics, Springer, vol. 32(4), pages 1345-1389, September.
    14. Patrick Mellacher, 2021. "Growth, Inequality and Declining Business Dynamism in a Unified Schumpeter Mark I + II Model," Papers 2111.09407, arXiv.org, revised Nov 2023.
    15. Dosi, G. & Pereira, M.C. & Roventini, A. & Virgillito, M.E., 2022. "Technological paradigms, labour creation and destruction in a multi-sector agent-based model," Research Policy, Elsevier, vol. 51(10).
    16. Andrea Borsato, 2021. "An Agent-based Model for Secular Stagnation in the USA: Theory and Empirical Evidence," LEM Papers Series 2021/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    17. Emanuele Russo & Neil Foster-McGregor, 2022. "Characterizing growth instability: new evidence on unit roots and structural breaks in countries’ long run trajectories," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 713-756, April.
    18. Tommaso Ciarli & André Lorentz & Marco Valente & Maria Savona, 2019. "Structural changes and growth regimes," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 119-176, March.
    19. Russo, Emanuele & Foster-McGregor, Neil & Verspagen, Bart, 2019. "Characterizing growth instability: new evidence on unit roots and structural breaks in long run time series," MERIT Working Papers 2019-026, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    20. Giovanni Dosi & Andrea Roventini, 2019. "More is different ... and complex! the case for agent-based macroeconomics," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 1-37, March.
    21. Andrea Borsato, 2021. "Simple Matching Protocols for Agent-based Models," Working Papers of BETA 2021-35, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    22. Lucrezia Fanti & Marcelo C Pereira & Maria Enrica Virgillito, 2024. "A North-South Agent–Based Model of segmented labor markets: the role of education and trade asymmetries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(2), pages 383-423.
    23. Pier-Paolo Saviotti & Andreas Pyka¤ & Bogang Jun, 2020. "Diversification, structural change, and economic development," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1301-1335, November.
    24. Taberna, Alessandro & Filatova, Tatiana & Roventini, Andrea & Lamperti, Francesco, 2022. "Coping with increasing tides: Evolving agglomeration dynamics and technological change under exacerbating hazards," Ecological Economics, Elsevier, vol. 202(C).
    25. Di Domenico, Lorenzo & Raberto, Marco & Safarzynska, Karolina, 2023. "Resource scarcity, circular economy and the energy rebound: A macro-evolutionary input-output model," Energy Economics, Elsevier, vol. 128(C).
    26. Lamperti, Francesco & Bosetti, Valentina & Roventini, Andrea & Tavoni, Massimo & Treibich, Tania, 2021. "Three green financial policies to address climate risks," Journal of Financial Stability, Elsevier, vol. 54(C).

    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:hal:journl:hal-05092674. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.