IDEAS home Printed from https://ideas.repec.org/p/hal/journl/halshs-01101962.html
   My bibliography  Save this paper

Entrepreneurship and the business cycle: the “Schumpeter” effect versus the “refugee” effect—a French appraisal based on regional data

Author

Listed:
  • Mathilde Aubry

    (Métis Lab EM Normandie - EM Normandie - École de Management de Normandie)

  • Jean Bonnet

    (CREM - Centre de recherche en économie et management - UNICAEN - Université de Caen Normandie - NU - Normandie Université - UR - Université de Rennes - CNRS - Centre National de la Recherche Scientifique)

  • Patricia Renou-Maissant

    (CREM - Centre de recherche en économie et management - UNICAEN - Université de Caen Normandie - NU - Normandie Université - UR - Université de Rennes - CNRS - Centre National de la Recherche Scientifique)

Abstract

We study the influences of new-firm start-ups on growth at the regional and macroeconomic level in France using a quarterly database over the 1993–2011 period. We find that fluctuations in GDP are an early indicator of new-firm start-ups. Nevertheless, the most important relationships are found between the unemployment rate and new-firm start-ups. Entrepreneurship is mainly driven by an unemployment "push" effect that have consequences upon the potential of growth of new-firm start-ups in most of the French regions. The Île-de France region is an exception since the "Schumpeter" effect prevails in the long term.

Suggested Citation

  • Mathilde Aubry & Jean Bonnet & Patricia Renou-Maissant, 2015. "Entrepreneurship and the business cycle: the “Schumpeter” effect versus the “refugee” effect—a French appraisal based on regional data," Post-Print halshs-01101962, HAL.
  • Handle: RePEc:hal:journl:halshs-01101962
    DOI: 10.1007/s00168-014-0645-x
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    2. David Audretsch & Max Keilbach, 2005. "Entrepreneurship capital and regional growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(3), pages 457-469, September.
    3. Abdesselam, Rafik & Bonnet, Jean & Le Pape, Nicolas, 2004. "Les contraintes de la création et de la reprise d’entreprises : une application aux régions françaises," Cahiers d'Economie et de Sociologie Rurales (CESR), Institut National de la Recherche Agronomique (INRA), vol. 72.
    4. Zarnowitz, Victor & Ozyildirim, Ataman, 2006. "Time series decomposition and measurement of business cycles, trends and growth cycles," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1717-1739, October.
    5. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2004. "Some cautions on the use of panel methods for integrated series of macroeconomic data," Econometrics Journal, Royal Economic Society, vol. 7(2), pages 322-340, December.
    6. Christian Gengenbach & Franz C. Palm & Jean-Pierre Urbain, 2010. "Panel Unit Root Tests in the Presence of Cross-Sectional Dependencies: Comparison and Implications for Modelling," Econometric Reviews, Taylor & Francis Journals, vol. 29(2), pages 111-145, April.
    7. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    8. Moon, H.R.Hyungsik Roger & Perron, Benoit, 2004. "Testing for a unit root in panels with dynamic factors," Journal of Econometrics, Elsevier, vol. 122(1), pages 81-126, September.
    9. Thurik, A. Roy & Carree, Martin A. & van Stel, André & Audretsch, David B., 2008. "Does self-employment reduce unemployment?," Journal of Business Venturing, Elsevier, vol. 23(6), pages 673-686, November.
    10. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    11. David B. Audretsch & A. Roy Thurik, 2000. "Capitalism and democracy in the 21st Century: from the managed to the entrepreneurial economy," Journal of Evolutionary Economics, Springer, vol. 10(1), pages 17-34.
    12. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    13. Arnab Bhattacharjee & Jean Bonnet & Nicolas Le Pape & Régis Renault, 2008. "Entrepreneurial motives and performance : Why might better educated entrepreneurs be less successful ?," Post-Print halshs-00337431, HAL.
    14. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521728355, March.
    15. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    16. Roy Thurik, 2014. "Entrepreneurship and the business cycle," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-90, October.
    17. Clive Granger & Namwon Hyung & Yongil Jeon, 2001. "Spurious regressions with stationary series," Applied Economics, Taylor & Francis Journals, vol. 33(7), pages 899-904.
    18. Bates, Timothy, 2005. "Analysis of young, small firms that have closed: delineating successful from unsuccessful closures," Journal of Business Venturing, Elsevier, vol. 20(3), pages 343-358, May.
    19. 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.
    20. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    21. David Audretsch & Michael Fritsch, 2002. "Growth Regimes over Time and Space," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 113-124.
    22. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    23. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Public support to clusters: A firm level study of French "Local Productive Systems"," Regional Science and Urban Economics, Elsevier, vol. 41(2), pages 108-123, March.
    24. David B. Audretsch & Zoltan J. Acs, 2008. "New-Firm Startups, Technology, and Macroeconomic Fluctuations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 16, pages 204-214, Edward Elgar Publishing.
    25. Emilio Congregado & Antonio Golpe & Simon Parker, 2012. "The dynamics of entrepreneurship: hysteresis, business cycles and government policy," Empirical Economics, Springer, vol. 43(3), pages 1239-1261, December.
    26. David Audretsch & Max Keilbach, 2004. "Entrepreneurship and regional growth: an evolutionary interpretation," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 605-616, December.
    27. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    28. Erik Stam, 2008. "Entrepreneurship and Innovation Policy," Jena Economics Research Papers 2008-006, Friedrich-Schiller-University Jena.
    29. 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.
    30. Michael Fritsch & Alexandra Schroeter, 2011. "Why does the effect of new business formation differ across regions?," Small Business Economics, Springer, vol. 36(4), pages 383-400, May.
    31. Johansen, Soren & Juselius, Katarina, 1994. "Identification of the long-run and the short-run structure an application to the ISLM model," Journal of Econometrics, Elsevier, vol. 63(1), pages 7-36, July.
    32. 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.
    33. Rafik Abdesselam & Jean Bonnet & Patricia Renou-Maissant, 2014. "Typology of the French regional development: revealing the refugee versus Schumpeter effects in new-firm start-ups," Applied Economics, Taylor & Francis Journals, vol. 46(28), pages 3437-3451, October.
    34. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    35. Jean Bonnet & Patricia Renou-Maissant, 2000. "La régulation macro-économique et sectorielle de la démographie d'entreprises," Économie et Prévision, Programme National Persée, vol. 145(4), pages 19-40.
    36. Denis Carré, 2006. "Les performances paradoxales de l'économie de l'Île-de-France : essai d'interprétation," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(4), pages 575-595.
    37. Michael Fritsch & Michael Wyrwich, 2012. "The Long Persistence of Regional Entrepreneurship Culture: Germany 1925–2005," Papers in Evolutionary Economic Geography (PEEG) 1214, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2012.
    38. Michael Fritsch & Pamela Mueller, 2004. "Effects of New Business Formation on Regional Development over Time," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 961-975.
    39. Fiorito, Riccardo & Kollintzas, Tryphon, 1994. "Stylized facts of business cycles in the G7 from a real business cycles perspective," European Economic Review, Elsevier, vol. 38(2), pages 235-269, February.
    40. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    41. Finn E. Kydland & Edward C. Prescott, 1990. "Business cycles: real facts and a monetary myth," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 14(Spr), pages 3-18.
    42. Vincett, P.S., 2010. "The economic impacts of academic spin-off companies, and their implications for public policy," Research Policy, Elsevier, vol. 39(6), pages 736-747, July.
    43. Florian MAYNERIS, 2011. "Impact des politiques de clusters sur les performances des entreprises. Enseignements de l’expérience française," Regards économiques 91, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    44. Acs, Zoltán J & Audretsch, David B & Evans, David S, 1994. "Why Does the Self-Employment Rate Vary Across Countries and Over Time?," CEPR Discussion Papers 871, C.E.P.R. Discussion Papers.
    45. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521899604, March.
    46. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    47. Juselius, Katarina, 2006. "The Cointegrated VAR Model: Methodology and Applications," OUP Catalogue, Oxford University Press, number 9780199285679.
    48. Poh Wong & Yuen Ho & Erkko Autio, 2005. "Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data," Small Business Economics, Springer, vol. 24(3), pages 335-350, January.
    49. Pedroni, Peter, 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(0), pages 653-670, Special I.
    50. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2005. "Testing for PPP: Should we use panel methods?," Empirical Economics, Springer, vol. 30(1), pages 77-91, January.
    51. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc0ghsn is not listed on IDEAS
    52. Véronique Thireau, 1993. "Les nouvelles dynamiques spatiales," Post-Print hal-02140898, HAL.
    53. Alessandro STERLACCHINI, 2006. "Innovation, Knowledge and Regional Economic Performances: Regularities and Differences in the EU," Working Papers 260, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    54. Henrik Hansen & Søren Johansen, 1999. "Some tests for parameter constancy in cointegrated VAR-models," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 306-333.
    55. Michael Fritsch & Pamela Mueller & Antje Weyh, 2005. "Direct and indirect effects of new business formation on regional employment," Applied Economics Letters, Taylor & Francis Journals, vol. 12(9), pages 545-548.
    56. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    57. Christian Vandermotten, 2002. "Les disparités spatiales en Europe et leurs évolutions: 1960 - 2000," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 45(4), pages 23-58.
    58. Audretsch, David B., 2009. "Entrepreneurship capital and economic growth," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 15, pages 27-45.
    59. Jean Bonnet & Domingo García Pérez-De-Lema & Howard van Auken, 2010. "The Entrepreneurial society: how to fill the gap between knowledge and innovation," Post-Print halshs-00555032, HAL.
    60. Marcus Dejardin & Michael Fritsch, 2011. "Entrepreneurial dynamics and regional growth," Small Business Economics, Springer, vol. 36(4), pages 377-382, May.
    61. D.B. Audretsch & M.A. Carree & A.R. Thurik, 2001. "Does Entrepreneurship reduce Unemployment?," Tinbergen Institute Discussion Papers 01-074/3, Tinbergen Institute, revised 24 Oct 2008.
    62. Jean Bonnet, 1997. "Les fortunes diverses du développement régional," Économie et Statistique, Programme National Persée, vol. 307(1), pages 43-58.
    63. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc0ghsn is not listed on IDEAS
    64. Michael Fritsch, 2008. "How does new business formation affect regional development? Introduction to the special issue," Small Business Economics, Springer, vol. 30(1), pages 1-14, January.
    65. Véronique Thireau, 1993. "Les nouvelles dynamiques spatiales," Post-Print hal-01217432, HAL.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jean Bonnet & Sébastien Bourdin & Fatten Gazzah, 2017. "The entrepreuneurial context, a factor of Economic Growth in the Europe Union? A GWR analysis on the EU Regions," Working Papers halshs-01619798, HAL.
    2. Eva Coll-Martinez & Malia Kedjar & Patricia Renou-Maissant, 2020. "Location Determinants Of Ecoinnovative Firms In France," Working Papers 2020.02, International Network for Economic Research - INFER.
    3. David Urbano & Sebastian Aparicio & David Audretsch, 2019. "Twenty-five years of research on institutions, entrepreneurship, and economic growth: what has been learned?," Small Business Economics, Springer, vol. 53(1), pages 21-49, June.
    4. Jean Bonnet, 2016. "From Knowledge to Innovation Economy: Developing Education and Creating Entrepreneurial Ecosystems," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2016-02, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    5. Rafik Abdesselam & Jean Bonnet & Patricia Renou-Maissant & Mathilde Aubry, 2014. "What happened to entrepreneurial economies after the financial crisis? An empirical study of OECD countries," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201416, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    6. Bellido, Héctor, 2020. "Análisis internacional de las decisiones emprendedoras: aspectos económicos, emocionales, saludables y familiares [International analysis of entrepreneurial decisions: economic, emotional, healthy ," MPRA Paper 104487, University Library of Munich, Germany.
    7. Arnab Bhattacharjee & Jean Bonnet & Nicolas Le Pape & Régis Renault, 2016. "Going into Business and Out of Business: The Role of Human Capital," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2016-04, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    8. Jaeyeob Jeong & Myeonggil Choi, 2017. "The Expected Job Satisfaction Affecting Entrepreneurial Intention as Career Choice in the Cultural and Artistic Industry," Sustainability, MDPI, vol. 9(10), pages 1-16, September.
    9. Halicioglu, Ferda & Yolac, Sema, 2015. "Testing the impact of unemployment on self-employment: empirical evidence from OECD countries," MPRA Paper 65026, University Library of Munich, Germany.

    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. Mathilde Aubry & Jean Bonnet & Patricia Renou-Maissant, 2013. "Business cycle and entrepreneurial behavior using French regional data," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201304, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    2. Rafik Abdesselam & Jean Bonnet & Patricia Renou-Maissant, 2013. "Typology of the French regional development: revealing the refugee/Schumpeter effects in new-firms startups," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201333, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    3. Mathilde Aubry & Jean Bonnet & Patricia Renou-Maissant, 2014. "Cycle économique et comportement entrepreneurial sur données régionales françaises," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(4), pages 643-675.
    4. Jean Bonnet & Sébastien Bourdin & Fatten Gazzah, 2017. "The entrepreuneurial context, a factor of Economic Growth in the Europe Union? A GWR analysis on the EU Regions," Working Papers halshs-01619798, HAL.
    5. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    6. António Afonso & Christophe Rault, 2010. "What do we really know about fiscal sustainability in the EU? A panel data diagnostic," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 731-755, January.
    7. Jean Bonnet, 2016. "From Knowledge to Innovation Economy: Developing Education and Creating Entrepreneurial Ecosystems," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2016-02, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    8. Hugo Erken & Piet Donselaar & Roy Thurik, 2018. "Total factor productivity and the role of entrepreneurship," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1493-1521, December.
    9. Pedro M. G. Martins, 2010. "Aid Absorption and Spending in Africa: A Panel Cointegration Approach," Working Paper Series 1010, Department of Economics, University of Sussex Business School.
    10. Vishal Jaunky, 2013. "Democracy and economic growth in Sub-Saharan Africa: a panel data approach," Empirical Economics, Springer, vol. 45(2), pages 987-1008, October.
    11. Esteban Lafuente & Zoltan J. Acs & Mark Sanders & László Szerb, 2020. "The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship," Small Business Economics, Springer, vol. 55(1), pages 153-178, June.
    12. Cecilio R. Tamarit Escalona & Estrella Gómez, 2011. "The euro effect on trade: evidence in gravity equations using panel cointegration techniques," Working Papers. Serie EC 2011-07, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    13. Daniel, Betty C. & Shiamptanis, Christos, 2013. "Pushing the limit? Fiscal policy in the European Monetary Union," Journal of Economic Dynamics and Control, Elsevier, vol. 37(11), pages 2307-2321.
    14. Jeetendra Khadan & Amrita Deonarine, 2019. "Testing the Inter-temporal Budget Constraint for Small States," Economics Bulletin, AccessEcon, vol. 39(2), pages 1176-1183.
    15. Declan French, 2012. "Causation between health and income: a need to panic," Empirical Economics, Springer, vol. 42(2), pages 583-601, April.
    16. Hasanov, Fakhri J. & Liddle, Brantley & Mikayilov, Jeyhun I., 2018. "The impact of international trade on CO2 emissions in oil exporting countries: Territory vs consumption emissions accounting," Energy Economics, Elsevier, vol. 74(C), pages 343-350.
    17. Ajide, Kazeem & Ridwan, Ibrahim, 2018. "Energy consumption, environmental contaminants, and economic growth: The G8 experience," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 51, pages 58-83.
    18. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    19. Hamit-Haggar, Mahamat, 2012. "Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective," Energy Economics, Elsevier, vol. 34(1), pages 358-364.
    20. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.

    More about this item

    Keywords

    development; Entrepreneurship; environmental issues; regional economic activity: growth;
    All these keywords.

    JEL classification:

    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:hal:journl:halshs-01101962. 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.