IDEAS home Printed from https://ideas.repec.org/p/luc/wpaper/11-14.html
   My bibliography  Save this paper

On the divers of commodity co-movement: Evidence from biofuels

Author

Listed:
  • Augusto Ruperez Micola
  • Francisco Penaranda

    (LSF)

Abstract

We use the recent introduction of biofuels to study the effect of industry factors on the relation-ships between wholesale commodity prices. Correlations between agricultural products and oil are strongest in the 2005-09 period, coinciding with the boom of biofuels, and remain substantial until 2011. We disentangle three possible drivers for the linkage: substitution, energy costs, and financialization. The timing and magnitude of the biofuels-to-oil relationships are different to those of other commodities, and far higher than can be justified by costs and financialization.The findings survive many robustness checks and appear in the stock market.

Suggested Citation

  • Augusto Ruperez Micola & Francisco Penaranda, 2011. "On the divers of commodity co-movement: Evidence from biofuels," DEM Discussion Paper Series 11-14, Department of Economics at the University of Luxembourg.
    • Handle: RePEc:luc:wpaper:11-14
    as

    Download full text from publisher

    File URL: http://wwwen.uni.lu/content/download/53158/634724/file/On%20the%20drivers%20of%20commodity%20co-movement_Evidents%20from%20biofuels_2011%20(14).pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    2. Johnson, Richard W & Neumark, David, 1996. "Wage Declines among Older Men," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 740-748, November.
    3. Krueger, Dirk & Ludwig, Alexander, 2007. "On the consequences of demographic change for rates of returns to capital, and the distribution of wealth and welfare," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 49-87, January.
    4. Edward Whitehouse & Anna D'Addio & Rafal Chomik & Andrew Reilly, 2009. "Two Decades of Pension Reform: What has been Achieved and What Remains to be Done?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 34(4), pages 515-535, October.
    5. Jean-Olivier Hairault & François Langot & Thepthida Sopraseuth, 2010. "Distance to Retirement and The Job Search of Older Workers: The Case For Delaying Retirement Age," Post-Print hal-00517107, HAL.
    6. Hans Fehr & Sabine Jokisch & Laurence J Kotlikoff, 2006. "Will China Eat Our Lunch or Take Us to Dinner? Simulating the Transition Paths of the US, EU, Japan and China," RBA Annual Conference Volume (Discontinued), in: Christopher Kent & Anna Park & Daniel Rees (ed.),Demography and Financial Markets, Reserve Bank of Australia.
    7. Higgins, Matthew, 1998. "Demography, National Savings, and International Capital Flows," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 343-369, May.
    8. repec:wop:calsdi:97-23 is not listed on IDEAS
    9. Nicholas Barr, 2006. "(UBS Pensions Series 040) Pensions: Overview of Issues," FMG Discussion Papers dp562, Financial Markets Group.
    10. Blanchard, Olivier & Wolfers, Justin, 2000. "The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence," Economic Journal, Royal Economic Society, vol. 110(462), pages 1-33, March.
    11. Lars Ljungqvist & Thomas J. Sargent, 2008. "Two Questions about European Unemployment," Econometrica, Econometric Society, vol. 76(1), pages 1-29, January.
    12. Axel Börsch‐Supan & Alexander Ludwig & Joachim Winter, 2006. "Ageing, Pension Reform and Capital Flows: A Multi‐Country Simulation Model," Economica, London School of Economics and Political Science, vol. 73(292), pages 625-658, November.
    13. Kotlikoff, Laurence J. & Smetters, Kent & Walliser, Jan, 2007. "Mitigating America's demographic dilemma by pre-funding social security," Journal of Monetary Economics, Elsevier, vol. 54(2), pages 247-266, March.
    14. Mendoza, Enrique G. & Razin, Assaf & Tesar, Linda L., 1994. "Effective tax rates in macroeconomics: Cross-country estimates of tax rates on factor incomes and consumption," Journal of Monetary Economics, Elsevier, vol. 34(3), pages 297-323, December.
    15. Karlis Smits & Allen Head, 2004. "Capital Flows, Incomplete Markets, and the U.S. European Unemployment Gap," 2004 Meeting Papers 595, Society for Economic Dynamics.
    16. David Domeij & Martin Flodén, 2006. "Population Aging And International Capital Flows," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 1013-1032, August.
    17. Stephen Nickell & Luca Nunziata & Wolfgang Ochel, 2005. "Unemployment in the OECD Since the 1960s. What Do We Know?," Economic Journal, Royal Economic Society, vol. 115(500), pages 1-27, January.
    18. Ríos-Rull José-Víctor, 2001. "Population Changes and Capital Accumulation: The Aging of the Baby Boom," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(1), pages 1-48, May.
    19. Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2010. "Business Volatility, Job Destruction, and Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 259-287, April.
    20. Hans Fehr & Sabine Jokisch & Larry Kotlikoff, 2003. "The Developed World's Demographic Transition - the Roles of Capital Flows, Immigration, and Policy," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-133, Boston University - Department of Economics.
    21. Barr, Nicholas, 2006. "Pensions: overview of the issues," LSE Research Online Documents on Economics 2631, London School of Economics and Political Science, LSE Library.
    22. de la Croix, David & Pierrard, Olivier & Sneessens, Henri R., 2013. "Aging and pensions in general equilibrium: Labor market imperfections matter," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 104-124.
    23. Mariacristina De Nardi & Selahattin Imrohoroglu & Thomas J. Sargent, 1999. "Projected U.S. Demographics and Social Security," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(3), pages 575-615, July.
    24. Stephen Nickell, 1997. "Unemployment and Labor Market Rigidities: Europe versus North America," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 55-74, Summer.
    25. Aglietta, Michel & Chateau, Jean & Fayolle, Jacky & Juillard, Michel & Le Cacheux, Jacques & Le Garrec, Gilles & Touze, Vincent, 2007. "Pension reforms in Europe: An investigation with a computable OLG world model," Economic Modelling, Elsevier, vol. 24(3), pages 481-505, May.
    26. Kai Christoffel & James Costain & Gregory de Walque & Keith Kuester & Tobias Linzert & Stephen Millard & Olivier Pierrard, 2009. "Inflation dynamics with labour market matching : assessing alternative specifications," Working Paper Research 164, National Bank of Belgium.
    27. Shinichi Nishiyama & Kent Smetters, 2007. "Does Social Security Privatization Produce Efficiency Gains?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1677-1719.
    28. de la Croix, David & Pierrard, Olivier & Sneessens, Henri R., 2013. "Aging and pensions in general equilibrium: Labor market imperfections matter," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 104-124.
    29. Viola Angelini & Agar Brugiavini & Guglielmo Weber, 2009. "Ageing and unused capacity in Europe: is there an early retirement trap? [‘The strategic bequest motive: evidence from SHARE’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(59), pages 463-508.
    30. Garey Ramey & Wouter J. den Haan & Joel Watson, 2000. "Job Destruction and Propagation of Shocks," American Economic Review, American Economic Association, vol. 90(3), pages 482-498, June.
    31. Sánchez Martín, Alfonso R., 2010. "Endogenous retirement and public pension system reform in Spain," Economic Modelling, Elsevier, vol. 27(1), pages 336-349, January.
    32. Patrick Aubert & Bruno Crépon, 2003. "La productivité des salariés âgés : une tentative d'estimation," Économie et Statistique, Programme National Persée, vol. 368(1), pages 95-119.
    33. Den Haan, Wouter J. & Kaltenbrunner, Georg, 2009. "Anticipated growth and business cycles in matching models," Journal of Monetary Economics, Elsevier, vol. 56(3), pages 309-327, April.
    34. Klein, Michael W. & Schuh, Scott & Triest, Robert K., 2003. "Job creation, job destruction, and the real exchange rate," Journal of International Economics, Elsevier, vol. 59(2), pages 239-265, March.
    35. Bassanini, Andrea & Marianna, Pascal, 2009. "Looking Inside the Perpetual-Motion Machine: Job and Worker Flows in OECD Countries," IZA Discussion Papers 4452, Institute of Labor Economics (IZA).
    36. Michael W. Klein & Scott Schuh & Robert K. Triest, 2003. "Job Creation, Job Destruction, and International Competition," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number jcjd, November.
    37. Romain Duval, 2003. "The Retirement Effects of Old-Age Pension and Early Retirement Schemes in OECD Countries," OECD Economics Department Working Papers 370, OECD Publishing.
    38. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    39. Ms. Joana Pereira & Mr. Philippe D Karam & Mr. Dirk V Muir & Ms. Anita Tuladhar, 2010. "Macroeconomic Effects of Public Pension Reforms," IMF Working Papers 2010/297, International Monetary Fund.
    40. Jean-Olivier Hairault & Francois Langot & Thepthida Sopraseuth, 2010. "Distance to Retirement and Older Workers' Employment: The Case for Delaying the Retirement Age," Journal of the European Economic Association, MIT Press, vol. 8(5), pages 1034-1076, September.
    41. Javier Diaz-Gimenez & Julian Diaz-Saavedra, 2009. "Delaying Retirement in Spain," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(1), pages 147-167, January.
    42. Peter A. Cornelisse & Kees P. Goudswaard, 2002. "On the convergence of social protection systems in the European Union," International Social Security Review, John Wiley & Sons, vol. 55(3), pages 3-17.
    43. Robin Brooks, 2003. "Population Aging and Global Capital Flows in a Parallel Universe," IMF Staff Papers, Palgrave Macmillan, vol. 50(2), pages 1-3.
    44. Fehr, Hans & Kallweit, Manuel & Kindermann, Fabian, 2012. "Pension reform with variable retirement age: a simulation analysis for Germany," Journal of Pension Economics and Finance, Cambridge University Press, vol. 11(3), pages 389-417, July.
    45. Imrohoroglu, Ayse, 2007. "Consequences of demographic change for rates of returns to capital, and the distribution of wealth and welfare: A comment," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 88-91, January.
    46. Attanasio, Orazio & Kitao, Sagiri & Violante, Giovanni L., 2007. "Global demographic trends and social security reform," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 144-198, January.
    47. Jonathan Gruber & David A. Wise, 1999. "Social Security and Retirement around the World," NBER Books, National Bureau of Economic Research, Inc, number grub99-1.
    48. John Bongaarts, 2004. "Population Aging and the Rising Cost of Public Pensions," Population and Development Review, The Population Council, Inc., vol. 30(1), pages 1-23, March.
    49. Lucas, Deborah, 2007. "Comment on "Global demographic trends and social security reform" by Orazio Attanasio, Sagiri Kitao, and Giovanni Violante," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 199-204, January.
    50. Nicholas Barr, 2006. "Pensions: Overview of the Issues," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(1), pages 1-14, Spring.
    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. Willem DEVRIENDT & Freddy HEYLEN, 2020. "Macroeconomic and Distributional Effects of Demographic Change in an Open Economy - The Case of Belgium," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 86(1), pages 87-124, March.
    2. Daniel Baksa & Zsuzsa Munkacsi, 2016. "A Detailed Description of OGRE, the OLG Model," Bank of Lithuania Working Paper Series 31, Bank of Lithuania.
    3. Anna Batyra & David de la Croix & Olivier Pierrard & Henri Sneessens, 2016. "Structural changes in the labor market and the rise of early retirement in Europe," DEM Discussion Paper Series 16-13, Department of Economics at the University of Luxembourg.
    4. Luca Marchiori & Olivier Pierrard, 2012. "LOLA 2.0: Luxembourg OverLapping generation model for policy Analysis," BCL working papers 76, Central Bank of Luxembourg.
    5. Domonkos Tomáš & Ostrihoň Filip & Šikulová Ivana & Širaňová Mária, 2017. "Analysing the Relevance of the MIP Scoreboard's Indicators," National Institute Economic Review, National Institute of Economic and Social Research, vol. 239(1), pages 32-52, February.

    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. de la Croix, David & Pierrard, Olivier & Sneessens, Henri R., 2013. "Aging and pensions in general equilibrium: Labor market imperfections matter," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 104-124.
    2. de la Croix, David & Pierrard, Olivier & Sneessens, Henri R., 2013. "Aging and pensions in general equilibrium: Labor market imperfections matter," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 104-124.
    3. Luca Marchiori & Olivier Pierrard, 2012. "LOLA 2.0: Luxembourg OverLapping generation model for policy Analysis," BCL working papers 76, Central Bank of Luxembourg.
    4. Marchiori, Luca & Pierrard, Olivier, 2017. "How does global demand for financial services promote domestic growth in Luxembourg? A dynamic general equilibrium analysis," Economic Modelling, Elsevier, vol. 62(C), pages 103-123.
    5. T. Buyse & F. Heylen & R. Van De Kerckhove, 2011. "Pension reform, employment by age, and long-run growth in OECD countries," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 11/719, Ghent University, Faculty of Economics and Business Administration.
    6. Tim Buyse & Freddy Heylen & Renaat Van de Kerckhove, 2013. "Pension reform, employment by age, and long-run growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 769-809, April.
    7. Vogel, Edgar & Ludwig, Alexander & Börsch-Supan, Axel, 2017. "Aging and pension reform: extending the retirement age and human capital formation," Journal of Pension Economics and Finance, Cambridge University Press, vol. 16(1), pages 81-107, January.
    8. Attanasio, Orazio & Kitao, Sagiri & Violante, Giovanni L., 2007. "Global demographic trends and social security reform," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 144-198, January.
    9. Attanasio, O. & Bonfatti, A. & Kitao, S. & Weber, G., 2016. "Global Demographic Trends," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 179-235, Elsevier.
    10. repec:ecb:ecbops:2014165 is not listed on IDEAS
    11. Dieppe, Alistair & Mourinho Félix, Ricardo & Marchiori, Luca & Grech, Owen & Albani, Maria & Lalouette, Laure & Kulikov, Dmitry & Papadopoulou, Niki & Sideris, Dimitris & Irac, Delphine & Gordo Mora, , 2015. "Public debt, population ageing and medium-term growth," Occasional Paper Series 165, European Central Bank.
    12. Marchiori, Luca, 2011. "Demographic trends and international capital flows in an integrated world," Economic Modelling, Elsevier, vol. 28(5), pages 2100-2120, September.
    13. Axel Börsch‐Supan & Alexander Ludwig & Joachim Winter, 2006. "Ageing, Pension Reform and Capital Flows: A Multi‐Country Simulation Model," Economica, London School of Economics and Political Science, vol. 73(292), pages 625-658, November.
    14. Zsofia Barany & Nicolas Coeurdacier & Stéphane Guibaud, 2015. "Fertility, Longevity and International Capital Flows," Working Papers hal-01164462, HAL.
    15. Ruppert, Kilian & Schön, Matthias & Stähler, Nikolai, 2024. "Consumption taxation to finance pension payments," Economic Modelling, Elsevier, vol. 130(C).
    16. Anna Batyra & David de la Croix & Olivier Pierrard & Henri Sneessens, 2016. "Structural changes in the labor market and the rise of early retirement in Europe," LIDAM Discussion Papers IRES 2016022, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    17. Zsofia Barany & Nicolas Coeurdacier & Stéphane Guibaud, 2015. "Fertility, Longevity and International Capital Flows," SciencePo Working papers hal-01164462, HAL.
    18. Bárány, Zsófia L. & Coeurdacier, Nicolas & Guibaud, Stéphane, 2023. "Capital flows in an aging world," Journal of International Economics, Elsevier, vol. 140(C).
    19. Gannon, Frédéric & Le Garrec, Gilles & Touzé, Vincent, 2020. "The South's demographic transition and international capital flows in a financially integrated world economy," Journal of Demographic Economics, Cambridge University Press, vol. 86(1), pages 1-45, March.
    20. Woodland, A., 2016. "Taxation, Pensions, and Demographic Change," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 713-780, Elsevier.
    21. repec:spo:wpmain:info:hdl:2441/5402sfihji9vea8rb66cd9nphe is not listed on IDEAS
    22. Etienne Lalé, 2018. "Turbulence and the employment experience of older workers," Quantitative Economics, Econometric Society, vol. 9(2), pages 735-784, July.

    More about this item

    Keywords

    biofuels; commodities; co-movement; ethanol; oil; structural breaks.;
    All these keywords.

    JEL classification:

    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products

    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:luc:wpaper:11-14. 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: Martine Zenner (email available below). General contact details of provider: https://edirc.repec.org/data/sfsculu.html .

    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.