IDEAS home Printed from https://ideas.repec.org/a/wly/jmoncb/v47y2015i6p1063-1089.html
   My bibliography  Save this article

The Dynamics of Gasoline Prices: Evidence from Daily French Micro Data

Author

Listed:
  • ERWAN GAUTIER
  • RONAN LE SAOUT

Abstract

Using millions of individual gasoline prices collected at a daily frequency, we examine the speed at which market prices of refined oil are transmitted to retail gasoline prices in France. For that, we estimate a reduced‐form model of state‐dependent pricing where thresholds triggering price changes are allowed to vary over time and depend on the duration since the last price change. We find that the degree of pass‐through of wholesale prices to retail gasoline prices is on average 0.77 for diesel and 0.67 for petrol and depend on local market characteristics. The duration for a shock to be fully transmitted into prices is about 10 days. There is no significant asymmetry in the transmission of wholesale price to retail prices. Finally, the duration since the last price change has a significant effect on thresholds triggering price changes but a large variance of idiosyncratic shocks on thresholds is also crucial to replicate the size distribution of price changes.

Suggested Citation

  • Erwan Gautier & Ronan Le Saout, 2015. "The Dynamics of Gasoline Prices: Evidence from Daily French Micro Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(6), pages 1063-1089, September.
  • Handle: RePEc:wly:jmoncb:v:47:y:2015:i:6:p:1063-1089
    DOI: 10.1111/jmcb.12237
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jmcb.12237
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jmcb.12237?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. Peter J. Klenow & Oleksiy Kryvtsov, 2008. "State-Dependent or Time-Dependent Pricing: Does it Matter for Recent U.S. Inflation?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 863-904.
    2. Michael Dotsey & Robert G. King & Alexander L. Wolman, 1999. "State-Dependent Pricing and the General Equilibrium Dynamics of Money and Output," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 655-690.
    3. Fougere, Denis & Le Bihan, Herve & Sevestre, Patrick, 2007. "Heterogeneity in Consumer Price Stickiness: A Microeconometric Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 247-264, July.
    4. Edward S. Knotek, 2010. "The roles of price points and menu costs in price rigidity," Research Working Paper RWP 10-18, Federal Reserve Bank of Kansas City.
    5. Fernando E. Alvarez & Francesco Lippi & Luigi Paciello, 2011. "Optimal Price Setting With Observation and Menu Costs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1909-1960.
    6. Giliola Frey & Matteo Manera, 2007. "Econometric Models Of Asymmetric Price Transmission," Journal of Economic Surveys, Wiley Blackwell, vol. 21(2), pages 349-415, April.
    7. Dhyne, Emmanuel & Fuss, Catherine & Pesaran, M. Hashem & Sevestre, Patrick, 2011. "Lumpy Price Adjustments: A Microeconometric Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(4), pages 529-540.
    8. Ricardo J. Caballero & Eduardo M. R. A. Engel, 1999. "Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,s) Approach," Econometrica, Econometric Society, vol. 67(4), pages 783-826, July.
    9. Bo E. Honoré & Daniel Kaufmann & Sarah Lein, 2012. "Asymmetries in Price‐Setting Behavior: New Microeconometric Evidence from Switzerland," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(s2), pages 211-236, December.
    10. Levy, Daniel & Müller, Georg & Chen, Haipeng (Allan) & Bergen, Mark & Dutta, Shantanu, 2010. "Holiday Price Rigidity and Cost of Price Adjustment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 77(305), pages 172-198.
    11. Christopher Douglas & Ana María Herrera, 2010. "Why are gasoline prices sticky? A test of alternative models of price adjustment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(6), pages 903-928.
    12. Avinash Dixit, 1991. "Analytical Approximations in Models of Hysteresis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 141-151.
    13. Mark Gertler & John Leahy, 2008. "A Phillips Curve with an Ss Foundation," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 533-572, June.
    14. Woodford, Michael, 2009. "Information-constrained state-dependent pricing," Journal of Monetary Economics, Elsevier, vol. 56(S), pages 100-124.
    15. Mark J. Zbaracki & Mark Ritson & Daniel Levy & Shantanu Dutta & Mark Bergen, 2004. "Managerial and Customer Costs of Price Adjustment: Direct Evidence from Industrial Markets," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 514-533, May.
    16. Denis Fougere & Erwan Gautier & Herve Le Bihan, 2010. "Restaurant Prices and the Minimum Wage," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1199-1234, October.
    17. Cédric Audenis & Pierre Biscourp & Nicolas Riedinger, 2002. "Le prix des carburants est plus sensible à une hausse qu'à une baisse du brut," Économie et Statistique, Programme National Persée, vol. 359(1), pages 149-165.
    18. Gautier, Erwan & Le Bihan, Hervé, 2011. "Time-varying (S, s) band models: Properties and interpretation," Journal of Economic Dynamics and Control, Elsevier, vol. 35(3), pages 394-412, March.
    19. Mark Bils & Peter J. Klenow, 2004. "Some Evidence on the Importance of Sticky Prices," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 947-985, October.
    20. Ratfai, Attila, 2000. "Linking individual and aggregate price changes," Discussion Paper Series In Economics And Econometrics 0035, Economics Division, School of Social Sciences, University of Southampton.
    21. Philip Vermeulen & Daniel A. Dias & Maarten Dossche & Erwan Gautier & Ignacio Hernando & Roberto Sabbatini & Harald Stahl, 2012. "Price Setting in the Euro Area: Some Stylized Facts from Individual Producer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(8), pages 1631-1650, December.
    22. Caballero, Ricardo J. & Engel, Eduardo M.R.A., 2007. "Price stickiness in Ss models: New interpretations of old results," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 100-121, September.
    23. Mikhail Golosov & Robert E. Lucas Jr., 2007. "Menu Costs and Phillips Curves," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 171-199.
    24. Hansen, Per Svejstrup, 1999. "Frequent price changes under menu costs," Journal of Economic Dynamics and Control, Elsevier, vol. 23(7), pages 1065-1076, June.
    25. Emi Nakamura & Jón Steinsson, 2013. "Price Rigidity: Microeconomic Evidence and Macroeconomic Implications," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 133-163, May.
    26. Michael C. Davis, 2007. "The dynamics of daily retail gasoline prices," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 713-722.
    27. Dutta, Shantanu & Bergen, Mark & Levy, Daniel, 2002. "Price flexibility in channels of distribution: Evidence from scanner data," Journal of Economic Dynamics and Control, Elsevier, vol. 26(11), pages 1845-1900, September.
    28. Emmanuel Dhyne & Luis J. Alvarez & Herve Le Bihan & Giovanni Veronese & Daniel Dias & Johannes Hoffmann & Nicole Jonker & Patrick Lunnemann & Fabio Rumler & Jouko Vilmunen, 2006. "Price Changes in the Euro Area and the United States: Some Facts from Individual Consumer Price Data," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 171-192, Spring.
    29. Cecchetti, Stephen G., 1986. "The frequency of price adjustment : A study of the newsstand prices of magazines," Journal of Econometrics, Elsevier, vol. 31(3), pages 255-274, April.
    30. Virgiliu Midrigan, 2011. "Menu Costs, Multiproduct Firms, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(4), pages 1139-1180, July.
    31. Hosken, Daniel S. & McMillan, Robert S. & Taylor, Christopher T., 2008. "Retail gasoline pricing: What do we know?," International Journal of Industrial Organization, Elsevier, vol. 26(6), pages 1425-1436, November.
    32. Lance J. Bachmeier & James M. Griffin, 2003. "New Evidence on Asymmetric Gasoline Price Responses," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 772-776, August.
    33. Emi Nakamura & Jón Steinsson, 2008. "Five Facts about Prices: A Reevaluation of Menu Cost Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1415-1464.
    34. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    35. Severin Borenstein & A. Colin Cameron & Richard Gilbert, 1997. "Do Gasoline Prices Respond Asymmetrically to Crude Oil Price Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 305-339.
    36. Alberto Cavallo & Roberto Rigobon, 2011. "The Distribution of the Size of Price Changes," NBER Working Papers 16760, National Bureau of Economic Research, Inc.
    37. Asplund, Marcus & Eriksson, Rickard & Friberg, Richard, 2000. " Price Adjustments by a Gasoline Retail Chain," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 101-121, March.
    38. Meyler, Aidan, 2009. "The pass through of oil prices into euro area consumer liquid fuel prices in an environment of high and volatile oil prices," Energy Economics, Elsevier, vol. 31(6), pages 867-881, November.
    39. Eytan Sheshinski & Yoram Weiss, 1977. "Inflation and Costs of Price Adjustment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 44(2), pages 287-303.
    40. Davis, Michael C & Hamilton, James D, 2004. "Why Are Prices Sticky? The Dynamics of Wholesale Gasoline Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(1), pages 17-37, February.
    41. Marcus Asplund & Rickard Eriksson & Richard Friberg, 2000. "Price Adjustments by a Gasoline Retail Chain," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 101-121, March.
    42. Abe, Naohito & Tonogi, Akiyuki, 2010. "Micro and macro price dynamics in daily data," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 716-728, September.
    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. De Santis, Roberto A. & Tornese, Tommaso, 2023. "Energy supply shocks’ nonlinearities on output and prices," Working Paper Series 2834, European Central Bank.
    2. Bergeaud, Antonin & Raimbault, Juste, 2020. "An empirical analysis of the spatial variability of fuel prices in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 131-143.
    3. Charlot, Philippe & Marimoutou, Vêlayoudom, 2014. "On the relationship between the prices of oil and the precious metals: Revisiting with a multivariate regime-switching decision tree," Energy Economics, Elsevier, vol. 44(C), pages 456-467.
    4. Lippi, Francesco & Alvarez, Fernando & Ferrara, Andrea & Gautier, Erwan & Le Bihan, Hervé, 2021. "Empirical Investigation of a Sufficient Statistic for Monetary Shocks," CEPR Discussion Papers 16626, C.E.P.R. Discussion Papers.
    5. Bragoudakis, Zacharias & Degiannakis, Stavros & Filis, George, 2020. "Oil and pump prices: Testing their asymmetric relationship in a robust way," Energy Economics, Elsevier, vol. 88(C).
    6. Matthew Chesnes, 2016. "Asymmetric Pass-Through in U.S. Gasoline Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    7. Erwan Gautier & Magali Marx & Paul Vertier, 2023. "How Do Gasoline Prices Respond to a Cost Shock?," Journal of Political Economy Macroeconomics, University of Chicago Press, vol. 1(4), pages 707-741.
    8. Fernando Alvarez & Francesco Lippi & Aleksei Oskolkov, 2020. "The Macroeconomics of Sticky Prices with Generalized Hazard Functions," EIEF Working Papers Series 2017, Einaudi Institute for Economics and Finance (EIEF), revised Jun 2020.
    9. Zacharias Bragoudakis & Stavros Degiannakis & George Filis, 2019. "Oil and pump prices: is there any asymmetry in the Greek oil downstream sector?," Working Papers 268, Bank of Greece.
    10. Taner SEKMEN & Seher Gülşah TOPUZ, 2021. "Asymmetric Oil Price and Exchange Rate Pass-Through in the Turkish Oil-Gasoline Markets," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 74-93, June.
    11. Nicoletta Berardi & Erwan Gautier & Hervé Le Bihan, 2015. "More Facts about Prices: France Before and During the Great Recession," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1465-1502, December.
    12. Nicoletta Berardi & Erwan Gautier & Hervé Le Bihan, 2013. "Les ajustements individuels de prix à la consommation en France : de nouveaux résultats sur la période 2003-2011," Économie et Statistique, Programme National Persée, vol. 460(1), pages 5-35.
    13. Cárdenas, Jeisson & Gutiérrez, Luis H. & Otero, Jesús, 2017. "Investigating diesel market integration in France: Evidence from micro data," Energy Economics, Elsevier, vol. 63(C), pages 314-321.
    14. Erwan Gautier & Ronan Le Saout, 2015. "L'ajustement microéconomique des prix des carburants en France," Working Papers hal-01195759, HAL.
    15. Boroumand, Raphaël Homayoun & Porcher, Thomas & Urom, Christian, 2021. "Negative oil price shocks transmission: The comparative effects of the GFC, shale oil boom, and Covid-19 downturn on French gasoline prices," Research in International Business and Finance, Elsevier, vol. 58(C).
    16. González, Xulia & Moral, María J., 2019. "Effects of antitrust prosecution on retail fuel prices," International Journal of Industrial Organization, Elsevier, vol. 67(C).
    17. Qin, Xiao & Zhou, Chunyang & Wu, Chongfeng, 2016. "Revisiting asymmetric price transmission in the U.S. oil-gasoline markets: A multiple threshold error-correction analysis," Economic Modelling, Elsevier, vol. 52(PB), pages 583-591.
    18. Boroumand, Raphaël Homayoun & Goutte, Stéphane & Porcher, Simon & Porcher, Thomas, 2016. "Asymmetric evidence of gasoline price responses in France: A Markov-switching approach," Economic Modelling, Elsevier, vol. 52(PB), pages 467-476.
    19. David Vincent, 2019. "Estimating (S,s) rule-regression models," London Stata Conference 2019 03, Stata Users Group.
    20. Mats Petter Kahl, 2023. "Was the German fuel discount passed on to consumers?," Working Paper Series in Economics 419, University of Lüneburg, Institute of Economics.
    21. Sylvain Benoît & Yannick Lucotte & Sébastien Ringuedé, 2019. "Competition and price stickiness: Evidence from the French retail gasoline market," Working Papers hal-02292332, HAL.
    22. Deltas, George & Polemis, Michael, 2020. "Estimating retail gasoline price dynamics: The effects of sample characteristics and research design," Energy Economics, Elsevier, vol. 92(C).

    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. Dhyne, Emmanuel & Fuss, Catherine & Pesaran, M. Hashem & Sevestre, Patrick, 2011. "Lumpy Price Adjustments: A Microeconometric Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(4), pages 529-540.
    2. Erwan Gautier & Ronan Le Saout, 2015. "L'ajustement microéconomique des prix des carburants en France," Working Papers hal-01195759, HAL.
    3. Emmanuel Dhyne & Jerzy Konieczny & Fabio Rumler & Patrick Sevestre, 2009. "Price rigidity in the euro area - An assessment," European Economy - Economic Papers 2008 - 2015 380, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    4. Denis Fougere & Erwan Gautier & Herve Le Bihan, 2010. "Restaurant Prices and the Minimum Wage," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1199-1234, October.
    5. Costain, James & Nakov, Anton, 2015. "Precautionary price stickiness," Journal of Economic Dynamics and Control, Elsevier, vol. 58(C), pages 218-234.
    6. Ahrens, Steffen & Hartmann, Matthias, 2014. "State-dependence vs. timedependence: An empirical multi-country investigation of price sluggishness," Kiel Working Papers 1907, Kiel Institute for the World Economy (IfW Kiel).
    7. Etienne Gagnon & David López-Salido & Nicolas Vincent, 2013. "Individual Price Adjustment along the Extensive Margin," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 235-281.
    8. Øivind A. Nilsen & Magne Vange, 2019. "Intermittent Price Changes in Production Plants: Empirical Evidence Using Monthly Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(1), pages 98-122, February.
    9. Emi Nakamura & Jón Steinsson, 2010. "Monetary Non-neutrality in a Multisector Menu Cost Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 961-1013.
    10. Caballero, Ricardo J. & Engel, Eduardo M.R.A., 2007. "Price stickiness in Ss models: New interpretations of old results," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 100-121, September.
    11. Daniel Levy & Dongwon Lee & Haipeng (Allan) Chen & Robert J. Kauffman & Mark Bergen, 2011. "Price Points and Price Rigidity," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1417-1431, November.
    12. Bo E. Honor√ & Daniel Kaufmann & Sarah Lein, 2012. "Asymmetries in Price-Setting Behavior: New Microeconometric Evidence from Switzerland," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 211-236, December.
    13. Ahrens, Steffen & Pirschel, Inske & Snower, Dennis J., 2017. "A theory of price adjustment under loss aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 78-95.
    14. Demery, David, 2012. "State-dependent pricing and the non-neutrality of money," Journal of Macroeconomics, Elsevier, vol. 34(4), pages 933-944.
    15. Kenichi MATSUMOTO & Azusa OKAGAWA, 2010. "Analysis of Economic and Environmental Impacts of CO2 Abatement in Japan Applying a CGE Model with Knowledge Investment," EcoMod2010 259600115, EcoMod.
    16. Alvarez González, Luis Julián, 2008. "What Do Micro Price Data Tell Us on the Validity of the New Keynesian Phillips Curve?," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-36.
    17. Erwan Gautier, 2009. "Les ajustements microéconomiques des prix : une synthèse des modèles théoriques et résultats empiriques," Revue d'économie politique, Dalloz, vol. 119(3), pages 323-372.
    18. James Costain & Anton Nakov, 2011. "Price Adjustments in a General Model of State‐Dependent Pricing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(2‐3), pages 385-406, March.
    19. Bartosz Mackowiak & Frank Smets, 2008. "On implications of micro price data for macro models," Conference Series ; [Proceedings], Federal Reserve Bank of Boston.
    20. Joseph Vavra, 2011. "Inflation Dynamics and Time-Varying Uncertainty: New Evidence and an Ss Interpretation," 2011 Meeting Papers 126, Society for Economic Dynamics.

    More about this item

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

    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:wly:jmoncb:v:47:y:2015:i:6:p:1063-1089. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0022-2879 .

    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.