IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-03339134.html
   My bibliography  Save this paper

Determinants of solar photovoltaic deployment in the electricity mix : Do oil prices really matter?

Author

Listed:
  • Margaux Escoffier

    (IFPEN - IFP Energies nouvelles, EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

  • Emmanuel Hache

    (IFPEN - IFP Energies nouvelles, EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique, IRIS - Institut de Relations Internationales et Stratégiques)

  • Valérie Mignon

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique, CEPII - Centre d'Etudes Prospectives et d'Informations Internationales - Centre d'analyse stratégique)

  • Anthony Paris

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique, LEO - Laboratoire d'Économie d'Orleans - UO - Université d'Orléans - UT - Université de Tours)

Abstract

This paper investigates the determinants of solar photovoltaic (PV) deployment in the electricity mix for a panelof OECD and BRICS countries from 1997 to 2016 by paying particular attention to the impact of oil market con-ditions. Relying on a nonlinear, regime-switching specification, we show that rising oil prices stimulate PV de-ployment only if their growth rate exceeds 6.7% per annum. Although wefind that various other determinantsmatter—with the influence of some of them depending on the situation on the oil market—public policies playa crucial role.

Suggested Citation

  • Margaux Escoffier & Emmanuel Hache & Valérie Mignon & Anthony Paris, 2021. "Determinants of solar photovoltaic deployment in the electricity mix : Do oil prices really matter?," Post-Print hal-03339134, HAL.
  • Handle: RePEc:hal:journl:hal-03339134
    DOI: 10.1016/j.eneco.2020.105024
    Note: View the original document on HAL open archive server: https://ifp.hal.science/hal-03339134
    as

    Download full text from publisher

    File URL: https://ifp.hal.science/hal-03339134/document
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.eneco.2020.105024?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rout, Ullash K. & Akimoto, Keigo & Sano, Fuminori & Oda, Junichiro & Homma, Takashi & Tomoda, Toshimasa, 2008. "Impact assessment of the increase in fossil fuel prices on the global energy system, with and without CO2 concentration stabilization," Energy Policy, Elsevier, vol. 36(9), pages 3477-3484, September.
    2. Coady, David & Parry, Ian & Sears, Louis & Shang, Baoping, 2017. "How Large Are Global Fossil Fuel Subsidies?," World Development, Elsevier, vol. 91(C), pages 11-27.
    3. António Marques & José Fuinhas & José Manso, 2011. "A Quantile Approach to Identify Factors Promoting Renewable Energy in European Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(3), pages 351-366, July.
    4. del Río, Pablo & Bleda, Mercedes, 2012. "Comparing the innovation effects of support schemes for renewable electricity technologies: A function of innovation approach," Energy Policy, Elsevier, vol. 50(C), pages 272-282.
    5. Joëts, Marc & Mignon, Valérie, 2012. "On the link between forward energy prices: A nonlinear panel cointegration approach," Energy Economics, Elsevier, vol. 34(4), pages 1170-1175.
    6. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    7. Crago, Christine Lasco & Chernyakhovskiy, Ilya, 2017. "Are policy incentives for solar power effective? Evidence from residential installations in the Northeast," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 132-151.
    8. van Rooijen, Sascha N.M. & van Wees, Mark T., 2006. "Green electricity policies in the Netherlands: an analysis of policy decisions," Energy Policy, Elsevier, vol. 34(1), pages 60-71, January.
    9. Butler, Lucy & Neuhoff, Karsten, 2008. "Comparison of feed-in tariff, quota and auction mechanisms to support wind power development," Renewable Energy, Elsevier, vol. 33(8), pages 1854-1867.
    10. Zhao, Yong & Tang, Kam Ki & Wang, Li-li, 2013. "Do renewable electricity policies promote renewable electricity generation? Evidence from panel data," Energy Policy, Elsevier, vol. 62(C), pages 887-897.
    11. Jenner, Steffen & Groba, Felix & Indvik, Joe, 2013. "Assessing the strength and effectiveness of renewable electricity feed-in tariffs in European Union countries," Energy Policy, Elsevier, vol. 52(C), pages 385-401.
    12. Shah, Imran Hussain & Hiles, Charlie & Morley, Bruce, 2018. "How do oil prices, macroeconomic factors and policies affect the market for renewable energy?," Applied Energy, Elsevier, vol. 215(C), pages 87-97.
    13. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    14. Awerbuch, Shimon & Sauter, Raphael, 2006. "Exploiting the oil-GDP effect to support renewables deployment," Energy Policy, Elsevier, vol. 34(17), pages 2805-2819, November.
    15. Elbert Dijkgraaf & Tom P. van Dorp & Emiel Maasland, 2018. "On the Effectiveness of Feed-in Tariffs in the Development of Solar Photovoltaics," The Energy Journal, , vol. 39(1), pages 81-100, January.
    16. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    17. Menanteau, Philippe & Finon, Dominique & Lamy, Marie-Laure, 2003. "Prices versus quantities: choosing policies for promoting the development of renewable energy," Energy Policy, Elsevier, vol. 31(8), pages 799-812, June.
    18. Andrea Masini & Emanuela Menichetti, 2013. "Investment decisions in the renewable energy sector: An analysis of non-financial drivers," Post-Print hal-00796331, HAL.
    19. Yin, Haitao & Powers, Nicholas, 2010. "Do state renewable portfolio standards promote in-state renewable generation[glottal stop]," Energy Policy, Elsevier, vol. 38(2), pages 1140-1149, February.
    20. Reboredo, Juan C., 2015. "Is there dependence and systemic risk between oil and renewable energy stock prices?," Energy Economics, Elsevier, vol. 48(C), pages 32-45.
    21. Thomas P. Lyon & Haitao Yin, 2010. "Why Do States Adopt Renewable Portfolio Standards?: An Empirical Investigation," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 133-158.
    22. Vielle, Marc & Viguier, Laurent, 2007. "On the climate change effects of high oil prices," Energy Policy, Elsevier, vol. 35(2), pages 844-849, February.
    23. Polzin, Friedemann & Migendt, Michael & Täube, Florian A. & von Flotow, Paschen, 2015. "Public policy influence on renewable energy investments—A panel data study across OECD countries," Energy Policy, Elsevier, vol. 80(C), pages 98-111.
    24. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    25. Menz, Fredric C. & Vachon, Stephan, 2006. "The effectiveness of different policy regimes for promoting wind power: Experiences from the states," Energy Policy, Elsevier, vol. 34(14), pages 1786-1796, September.
    26. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    27. Khan, Muhammad Imran & Yasmeen, Tabassam & Shakoor, Abdul & Khan, Niaz Bahadur & Muhammad, Riaz, 2017. "2014 oil plunge: Causes and impacts on renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 609-622.
    28. Carley, Sanya, 2009. "State renewable energy electricity policies: An empirical evaluation of effectiveness," Energy Policy, Elsevier, vol. 37(8), pages 3071-3081, August.
    29. Dalby, Peder A.O. & Gillerhaugen, Gisle R. & Hagspiel, Verena & Leth-Olsen, Tord & Thijssen, Jacco J.J., 2018. "Green investment under policy uncertainty and Bayesian learning," Energy, Elsevier, vol. 161(C), pages 1262-1281.
    30. Romano, Antonio A. & Scandurra, Giuseppe & Carfora, Alfonso & Fodor, Mate, 2017. "Renewable investments: The impact of green policies in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 738-747.
    31. Lipp, Judith, 2007. "Lessons for effective renewable electricity policy from Denmark, Germany and the United Kingdom," Energy Policy, Elsevier, vol. 35(11), pages 5481-5495, November.
    32. Criqui, Patrick & Mima, Silvana, 2012. "European climate—energy security nexus: A model based scenario analysis," Energy Policy, Elsevier, vol. 41(C), pages 827-842.
    33. A.A. Romano & G. Scandurra, 2016. "Divergences in the determinants of investments in renewable energy sources: hydroelectric vs. other renewable sources," Journal of Applied Statistics, Taylor & Francis Journals, vol. 43(13), pages 2363-2376, October.
    34. Couture, Toby & Gagnon, Yves, 2010. "An analysis of feed-in tariff remuneration models: Implications for renewable energy investment," Energy Policy, Elsevier, vol. 38(2), pages 955-965, February.
    35. Hamilton, James D., 2003. "What is an oil shock?," Journal of Econometrics, Elsevier, vol. 113(2), pages 363-398, April.
    36. Olivier J. Blanchard & Jordi Galí, 2007. "The Macroeconomic Effects of Oil Price Shocks: Why Are the 2000s so Different from the 1970s?," NBER Chapters, in: International Dimensions of Monetary Policy, pages 373-421, National Bureau of Economic Research, Inc.
    37. Best, Rohan & Burke, Paul J., 2018. "Adoption of solar and wind energy: The roles of carbon pricing and aggregate policy support," Energy Policy, Elsevier, vol. 118(C), pages 404-417.
    38. Marques, António C. & Fuinhas, José A. & Pires Manso, J.R., 2010. "Motivations driving renewable energy in European countries: A panel data approach," Energy Policy, Elsevier, vol. 38(11), pages 6877-6885, November.
    39. Chang, Ting-Huan & Huang, Chien-Ming & Lee, Ming-Chih, 2009. "Threshold effect of the economic growth rate on the renewable energy development from a change in energy price: Evidence from OECD countries," Energy Policy, Elsevier, vol. 37(12), pages 5796-5802, December.
    40. Andrea Masini & Emanuela Menichetti, 2013. "Investment Decisions in the Renewable Energy Sector: An Analysis of Non-Financial Drivers," Working Papers hal-01947453, HAL.
    41. Gan, Lin & Eskeland, Gunnar S. & Kolshus, Hans H., 2007. "Green electricity market development: Lessons from Europe and the US," Energy Policy, Elsevier, vol. 35(1), pages 144-155, January.
    42. Masini, Andrea & Menichetti, Emanuela, 2013. "Investment decisions in the renewable energy sector: An analysis of non-financial drivers," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 510-524.
    43. Bird, Lori & Bolinger, Mark & Gagliano, Troy & Wiser, Ryan & Brown, Matthew & Parsons, Brian, 2005. "Policies and market factors driving wind power development in the United States," Energy Policy, Elsevier, vol. 33(11), pages 1397-1407, July.
    44. Brown, Stephen P. A. & Yucel, Mine K., 2002. "Energy prices and aggregate economic activity: an interpretative survey," The Quarterly Review of Economics and Finance, Elsevier, vol. 42(2), pages 193-208.
    45. Masini, Andrea & Menichetti , Emanuela, 2013. "Investment Decisions in the Renewable Energy Sector: An Analysis of Non-Financial Drivers," HEC Research Papers Series 976, HEC Paris.
    46. Lance J. Bachmeier & James M. Griffin, 2006. "Testing for Market Integration: Crude Oil, Coal, and Natural Gas," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 55-72.
    47. Mjelde, James W. & Bessler, David A., 2009. "Market integration among electricity markets and their major fuel source markets," Energy Economics, Elsevier, vol. 31(3), pages 482-491, May.
    48. Papież, Monika & Śmiech, Sławomir & Frodyma, Katarzyna, 2018. "Determinants of renewable energy development in the EU countries. A 20-year perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 918-934.
    49. Olivier J. Blanchard & Jordi Gali, 2007. "The Macroeconomic Effects of Oil Shocks: Why are the 2000s So Different from the 1970s?," NBER Working Papers 13368, National Bureau of Economic Research, Inc.
    50. Philippe Menanteau & Dominique Finon & Marie-Laure Lamy, 2003. "Prices versus quantities :environmental policies for promoting the development of renewable energy," Post-Print halshs-00480457, HAL.
    51. Sanya Carley & Elizabeth Baldwin & Lauren M. MacLean & Jennifer N. Brass, 2017. "Global Expansion of Renewable Energy Generation: An Analysis of Policy Instruments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 397-440, October.
    52. Rickerson, Wilson H. & Sawin, Janet L. & Grace, Robert C., 2007. "If the Shoe FITs: Using Feed-in Tariffs to Meet U.S. Renewable Electricity Targets," The Electricity Journal, Elsevier, vol. 20(4), pages 73-86, May.
    53. Mitchell, C. & Bauknecht, D. & Connor, P.M., 2006. "Effectiveness through risk reduction: a comparison of the renewable obligation in England and Wales and the feed-in system in Germany," Energy Policy, Elsevier, vol. 34(3), pages 297-305, February.
    54. Shrimali, Gireesh & Jenner, Steffen, 2013. "The impact of state policy on deployment and cost of solar photovoltaic technology in the U.S.: A sector-specific empirical analysis," Renewable Energy, Elsevier, vol. 60(C), pages 679-690.
    55. van Ruijven, Bas & van Vuuren, Detlef P., 2009. "Oil and natural gas prices and greenhouse gas emission mitigation," Energy Policy, Elsevier, vol. 37(11), pages 4797-4808, November.
    56. Marques, António Cardoso & Fuinhas, José Alberto, 2011. "Drivers promoting renewable energy: A dynamic panel approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(3), pages 1601-1608, April.
    57. Fouquet, Doerte & Johansson, Thomas B., 2008. "European renewable energy policy at crossroads--Focus on electricity support mechanisms," Energy Policy, Elsevier, vol. 36(11), pages 4079-4092, November.
    58. Best, Rohan, 2017. "Switching towards coal or renewable energy? The effects of financial capital on energy transitions," Energy Economics, Elsevier, vol. 63(C), pages 75-83.
    59. Bourcet, Clémence, 2020. "Empirical determinants of renewable energy deployment: A systematic literature review," Energy Economics, Elsevier, vol. 85(C).
    60. Wang, Yan, 2006. "Renewable electricity in Sweden: an analysis of policy and regulations," Energy Policy, Elsevier, vol. 34(10), pages 1209-1220, July.
    61. Alagappan, L. & Orans, R. & Woo, C.K., 2011. "What drives renewable energy development?," Energy Policy, Elsevier, vol. 39(9), pages 5099-5104, September.
    62. Delmas, Magali A. & Montes-Sancho, Maria J., 2011. "U.S. state policies for renewable energy: Context and effectiveness," Energy Policy, Elsevier, vol. 39(5), pages 2273-2288, May.
    63. Patrick Criqui & Silvana Mima, 2012. "European climate -- energy security nexus: A model based scenario analysis," Post-Print halshs-00661043, HAL.
    64. Eyraud, Luc & Clements, Benedict & Wane, Abdoul, 2013. "Green investment: Trends and determinants," Energy Policy, Elsevier, vol. 60(C), pages 852-865.
    65. Cadoret, Isabelle & Padovano, Fabio, 2016. "The political drivers of renewable energies policies," Energy Economics, Elsevier, vol. 56(C), pages 261-269.
    66. Wustenhagen, Rolf & Bilharz, Michael, 2006. "Green energy market development in Germany: effective public policy and emerging customer demand," Energy Policy, Elsevier, vol. 34(13), pages 1681-1696, September.
    67. Nicolini, Marcella & Tavoni, Massimo, 2017. "Are renewable energy subsidies effective? Evidence from Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 412-423.
    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. Best, Rohan & Chareunsy, Andrea, 2022. "The impact of income on household solar panel uptake: Exploring diverse results using Australian data," Energy Economics, Elsevier, vol. 112(C).
    2. Jinghong Zhou & Ke Chen & Weidong Wang, 2023. "A Power Evolution Game Model and Its Application Contained in Virtual Power Plants," Energies, MDPI, vol. 16(11), pages 1-22, May.
    3. Ishaya Jonah Tegina Tambari & Pierre Failler & Shabbar Jaffry, 2023. "The Differential Effects of Oil Prices on the Development of Renewable Energy in Oil-Importing and Oil-Exporting Countries in Africa," Energies, MDPI, vol. 16(9), pages 1-20, April.
    4. Hille, Erik, 2023. "Europe's energy crisis: Are geopolitical risks in source countries of fossil fuels accelerating the transition to renewable energy?," Energy Economics, Elsevier, vol. 127(PA).
    5. Hille, Erik & Oelker, Thomas J., 2023. "International expansion of renewable energy capacities: The role of innovation and choice of policy instruments," Ecological Economics, Elsevier, vol. 204(PA).

    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. Margaux Escoffier & Emmanuel Hache & Valérie Mignon & Anthony Paris, 2019. "Determinants of investments in solar photovoltaic: Do oil prices really matter?," Working Papers hal-04141866, HAL.
    2. Polzin, Friedemann & Egli, Florian & Steffen, Bjarne & Schmidt, Tobias S., 2019. "How do policies mobilize private finance for renewable energy?—A systematic review with an investor perspective," Applied Energy, Elsevier, vol. 236(C), pages 1249-1268.
    3. Nicolini, Marcella & Tavoni, Massimo, 2017. "Are renewable energy subsidies effective? Evidence from Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 412-423.
    4. Marques, António Cardoso & Fuinhas, José Alberto & Pereira, Diogo Santos, 2019. "The dynamics of the short and long-run effects of public policies supporting renewable energy: A comparative study of installed capacity and electricity generation," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 188-206.
    5. Guillaume Bourgeois & Sandrine Mathy & Philippe Menanteau, 2017. "The effect of climate policies on renewable energies : a review of econometric studies [L’effet des politiques climatiques sur les énergies renouvelables : une revue des études économétriques]," Post-Print hal-01585906, HAL.
    6. Bourcet, Clémence, 2020. "Empirical determinants of renewable energy deployment: A systematic literature review," Energy Economics, Elsevier, vol. 85(C).
    7. Polzin, Friedemann & Migendt, Michael & Täube, Florian A. & von Flotow, Paschen, 2015. "Public policy influence on renewable energy investments—A panel data study across OECD countries," Energy Policy, Elsevier, vol. 80(C), pages 98-111.
    8. Romano, Antonio A. & Scandurra, Giuseppe & Carfora, Alfonso & Fodor, Mate, 2017. "Renewable investments: The impact of green policies in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 738-747.
    9. Consolación Quintana-Rojo & Fernando-Evaristo Callejas-Albiñana & Miguel-Ángel Tarancón & Isabel Martínez-Rodríguez, 2020. "Econometric Studies on the Development of Renewable Energy Sources to Support the European Union 2020–2030 Climate and Energy Framework: A Critical Appraisal," Sustainability, MDPI, vol. 12(12), pages 1-26, June.
    10. Jenner, Steffen & Groba, Felix & Indvik, Joe, 2013. "Assessing the strength and effectiveness of renewable electricity feed-in tariffs in European Union countries," Energy Policy, Elsevier, vol. 52(C), pages 385-401.
    11. Carfora, A. & Pansini, R.V. & Scandurra, G., 2021. "The role of environmental taxes and public policies in supporting RES investments in EU countries: Barriers and mimicking effects," Energy Policy, Elsevier, vol. 149(C).
    12. Mac Domhnaill, Ciarán & Ryan, Lisa, 2020. "Towards renewable electricity in Europe: Revisiting the determinants of renewable electricity in the European Union," Renewable Energy, Elsevier, vol. 154(C), pages 955-965.
    13. Gosens, Jorrit & Hedenus, Fredrik & Sandén, Björn A., 2017. "Faster market growth of wind and PV in late adopters due to global experience build-up," Energy, Elsevier, vol. 131(C), pages 267-278.
    14. Fadly, Dalia, 2019. "Low-carbon transition: Private sector investment in renewable energy projects in developing countries," World Development, Elsevier, vol. 122(C), pages 552-569.
    15. Thapar, Sapan & Sharma, Seema & Verma, Ashu, 2018. "Key determinants of wind energy growth in India: Analysis of policy and non-policy factors," Energy Policy, Elsevier, vol. 122(C), pages 622-638.
    16. del Río, Pablo & Bleda, Mercedes, 2012. "Comparing the innovation effects of support schemes for renewable electricity technologies: A function of innovation approach," Energy Policy, Elsevier, vol. 50(C), pages 272-282.
    17. Sanya Carley & Elizabeth Baldwin & Lauren M. MacLean & Jennifer N. Brass, 2017. "Global Expansion of Renewable Energy Generation: An Analysis of Policy Instruments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 397-440, October.
    18. Marques, António Cardoso & Fuinhas, José Alberto, 2011. "Drivers promoting renewable energy: A dynamic panel approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(3), pages 1601-1608, April.
    19. Justyna Godawska & Joanna Wyrobek, 2021. "The Impact of Environmental Policy Stringency on Renewable Energy Production in the Visegrad Group Countries," Energies, MDPI, vol. 14(19), pages 1-23, September.
    20. García-Álvarez, María Teresa & Cabeza-García, Laura & Soares, Isabel, 2017. "Analysis of the promotion of onshore wind energy in the EU: Feed-in tariff or renewable portfolio standard?," Renewable Energy, Elsevier, vol. 111(C), pages 256-264.

    More about this item

    Keywords

    Solar photovoltaic; Renewables deployment; Oil prices; Panel smooth transition regression.;
    All these keywords.

    JEL classification:

    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hal-03339134. 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.