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Estimating retail gasoline price dynamics: The effects of sample characteristics and research design

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  • Deltas, George
  • Polemis, Michael

Abstract

The study shows that much of the variation in the findings of the literature on retail gasoline price dynamics is systematic rather than sample variation from using different data. Estimates of pass-through rates depend systematically on research design and features of the data, such as the sampling frequency, the choice of upstream price, whether taxes are included or not, the sample length, and the postulated lag structure. In addition, there are systematic differences between time periods and countries. Using a 20 year-long dataset of 28 European Union countries we quantify the extent of estimate variation that arises from the choice of data structure from that arising from temporal and country heterogeneity and sampling variation. We also show that country heterogeneity itself has systematic components, with wealthier countries experiencing slower adjustments. Our results inform the interpretation of results on pass-through rates derived from Error Correction Models. They are also of relevance for the broader literature estimating the transmission of price shocks in the economy.

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  • Deltas, George & Polemis, Michael, 2018. "Estimating retail gasoline price dynamics: The effects of sample characteristics and research design," MPRA Paper 89570, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:89570
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    1. Filippo Altissimo & Michael Ehrmann & Frank Smets, 2006. "Inflation persistence and price-setting behaviour in the euro area – a summary of the IPN evidence," Occasional Paper Series 46, European Central Bank.
    2. John Coglianese & Lucas W. Davis & Lutz Kilian & James H. Stock, 2017. "Anticipation, Tax Avoidance, and the Price Elasticity of Gasoline Demand," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 1-15, January.
    3. Laurence Levin & Matthew S. Lewis & Frank A. Wolak, 2017. "High Frequency Evidence on the Demand for Gasoline," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 314-347, August.
    4. Duffy-Deno, Kevin T., 1996. "Retail price asymmetries in local gasoline markets," Energy Economics, Elsevier, vol. 18(1-2), pages 81-92, April.
    5. Kristoufek, Ladislav & Lunackova, Petra, 2015. "Rockets and feathers meet Joseph: Reinvestigating the oil–gasoline asymmetry on the international markets," Energy Economics, Elsevier, vol. 49(C), pages 1-8.
    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. Wlazlowski, Szymon & Giulietti, Monica & Binner, Jane & Milas, Costas, 2009. "Price dynamics in European petroleum markets," Energy Economics, Elsevier, vol. 31(1), pages 99-108, January.
    8. Remer, Marc, 2015. "An empirical investigation of the determinants of asymmetric pricing," International Journal of Industrial Organization, Elsevier, vol. 42(C), pages 46-56.
    9. 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.
    10. 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).
    11. Severin Boreinstein & Andrea Shepard, 1996. "Dynamic Pricing in Retail Gasoline Markets," RAND Journal of Economics, The RAND Corporation, vol. 27(3), pages 429-451, Autumn.
    12. Barry K. Goodwin & Matthew T. Holt, 1999. "Price Transmission and Asymmetric Adjustment in the U.S. Beef Sector," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(3), pages 630-637.
    13. 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.
    14. Szymon Wlazlowski & Monica Giulietti & Jane Binner & Costas Milas, 2011. "Price Transmission in the EU Wholesale Petroleum Markets," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(2), pages 165-172, January.
    15. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
    16. Colin Bermingham & Derry O'Brien, 2011. "Testing for Asymmetric Pricing Behaviour in Irish and UK Petrol and Diesel Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 1-26.
    17. Severin Borenstein & Andrea Shepard, 2002. "Sticky Prices, Inventories, and Market Power in Wholesale Gasoline Markets," RAND Journal of Economics, The RAND Corporation, vol. 33(1), pages 116-139, Spring.
    18. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    19. Jeremy A. Verlinda, 2008. "Do Rockets Rise Faster And Feathers Fall Slower In An Atmosphere Of Local Market Power? Evidence From The Retail Gasoline Market," Journal of Industrial Economics, Wiley Blackwell, vol. 56(3), pages 581-612, September.
    20. Geweke, John F, 1978. "Temporal Aggregation in the Multiple Regression Model," Econometrica, Econometric Society, vol. 46(3), pages 643-661, May.
    21. Michael Polemis, 2012. "Competition and price asymmetries in the Greek oil sector: an empirical analysis on gasoline market," Empirical Economics, Springer, vol. 43(2), pages 789-817, October.
    22. Felipe Balmaceda & Paula Soruco, 2008. "Asymmetric Dynamic Pricing In A Local Gasoline Retail Market," Journal of Industrial Economics, Wiley Blackwell, vol. 56(3), pages 629-653, September.
    23. Oladunjoye, Olusegun, 2008. "Market structure and price adjustment in the U.S. wholesale gasoline markets," Energy Economics, Elsevier, vol. 30(3), pages 937-961, May.
    24. Matthew S. Lewis, 2011. "Asymmetric Price Adjustment and Consumer Search: An Examination of the Retail Gasoline Market," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(2), pages 409-449, June.
    25. 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.
    26. Blakeley B. McShane & Chaoqun Chen & Eric T. Anderson & Duncan I. Simester, 2016. "Decision Stages and Asymmetries in Regular Retail Price Pass-Through," Marketing Science, INFORMS, vol. 35(4), pages 619-639, July.
    27. Bagnai, Alberto & Mongeau Ospina, Christian Alexander, 2015. "Long- and short-run price asymmetries and hysteresis in the Italian gasoline market," Energy Policy, Elsevier, vol. 78(C), pages 41-50.
    28. Radchenko, Stanislav & Tsurumi, Hiroki, 2006. "Limited information Bayesian analysis of a simultaneous equation with an autocorrelated error term and its application to the U.S. gasoline market," Journal of Econometrics, Elsevier, vol. 133(1), pages 31-49, July.
    29. Balaguer, Jacint & Ripollés, Jordi, 2016. "Asymmetric fuel price responses under heterogeneity," Energy Economics, Elsevier, vol. 54(C), pages 281-290.
    30. Luis J. Álvarez & Emmanuel Dhyne & Marco Hoeberichts & Claudia Kwapil & Hervé Le Bihan & Patrick Lünnemann & Fernando Martins & Roberto Sabbatini & Harald Stahl & Philip Vermeulen & Jouko Vilmunen, 2006. "Sticky Prices in the Euro Area: A Summary of New Micro-Evidence," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 575-584, 04-05.
    31. Sam Peltzman, 2000. "Prices Rise Faster than They Fall," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 466-502, June.
    32. Ehrmann, Michael & Smets, Frank & Altissimo, Filippo, 2006. "Inflation persistence and price-setting behaviour in the euro area: a summary of the IPN evidence," Occasional Paper Series 46, European Central Bank.
    33. Goodwin, Barry K. & Harper, Daniel C., 2000. "Price Transmission, Threshold Behavior, And Asymmetric Adjustment In The U.S. Pork Sector," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(3), pages 1-11, December.
    34. Bettendorf, Leon & van der Geest, Stephanie A. & Varkevisser, Marco, 2003. "Price asymmetry in the Dutch retail gasoline market," Energy Economics, Elsevier, vol. 25(6), pages 669-689, November.
    35. Ronald Johnson, 2002. "Search Costs, Lags and Prices at the Pump," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 20(1), pages 33-50, February.
    36. Godby, Rob & Lintner, Anastasia M. & Stengos, Thanasis & Wandschneider, Bo, 2000. "Testing for asymmetric pricing in the Canadian retail gasoline market," Energy Economics, Elsevier, vol. 22(3), pages 349-368, June.
    37. Bacon, Robert W., 1991. "Rockets and feathers: the asymmetric speed of adjustment of UK retail gasoline prices to cost changes," Energy Economics, Elsevier, vol. 13(3), pages 211-218, July.
    38. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    39. Liu, Ming-Hua & Margaritis, Dimitris & Tourani-Rad, Alireza, 2010. "Is there an asymmetry in the response of diesel and petrol prices to crude oil price changes? Evidence from New Zealand," Energy Economics, Elsevier, vol. 32(4), pages 926-932, July.
    40. Lutz Kilian, 2008. "A Comparison of the Effects of Exogenous Oil Supply Shocks on Output and Inflation in the G7 Countries," Journal of the European Economic Association, MIT Press, vol. 6(1), pages 78-121, March.
    41. Greenwood-Nimmo, Matthew & Shin, Yongcheol, 2013. "Taxation and the asymmetric adjustment of selected retail energy prices in the UK," Economics Letters, Elsevier, vol. 121(3), pages 411-416.
    42. Michael D. Noel, 2007. "Edgeworth Price Cycles, Cost-Based Pricing, and Sticky Pricing in Retail Gasoline Markets," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 324-334, May.
    43. 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.
    44. 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.
    45. Severin Borenstein & A. Colin Cameron & Richard Gilbert, 1997. "Do Gasoline Prices Respond Asymmetrically to Crude Oil Price Changes?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 305-339.
    46. Grasso, Margherita & Manera, Matteo, 2007. "Asymmetric error correction models for the oil-gasoline price relationship," Energy Policy, Elsevier, vol. 35(1), pages 156-177, January.
    47. Galeotti, Marzio & Lanza, Alessandro & Manera, Matteo, 2003. "Rockets and feathers revisited: an international comparison on European gasoline markets," Energy Economics, Elsevier, vol. 25(2), pages 175-190, March.
    48. 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.
    49. Chua, Chew Lian & De Silva, Chamaka & Suardi, Sandy, 2017. "Do petrol prices increase faster than they fall in market disequilibria?," Energy Economics, Elsevier, vol. 61(C), pages 135-146.
    50. Matthew Lewis & Michael Noel, 2011. "The Speed of Gasoline Price Response in Markets with and without Edgeworth Cycles," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 672-682, May.
    51. Álvarez, Luis J. & Hurtado, Samuel & Sánchez, Isabel & Thomas, Carlos, 2011. "The impact of oil price changes on Spanish and euro area consumer price inflation," Economic Modelling, Elsevier, vol. 28(1), pages 422-431.
    52. Michael L. Polemis & Mike G. Tsionas, 2017. "Asymmetric Price Adjustment in the US Gasoline Industry: Evidence from Bayesian Threshold Dynamic Panel Data Models," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 24(1), pages 91-128, January.
    53. Perdiguero-García, Jordi, 2013. "Symmetric or asymmetric oil prices? A meta-analysis approach," Energy Policy, Elsevier, vol. 57(C), pages 389-397.
    54. Matthew Chesnes, 2016. "Asymmetric Pass-Through in U.S. Gasoline Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    55. Konstantinos Eleftheriou & Peter Nijkamp & Michael L. Polemis, 2019. "Asymmetric price adjustments in US gasoline markets: impacts of spatial dependence on the ‘rockets and feathers’ hypothesis," Regional Studies, Taylor & Francis Journals, vol. 53(5), pages 667-680, May.
    56. George Deltas, 2008. "Retail Gasoline Price Dynamics And Local Market Power," Journal of Industrial Economics, Wiley Blackwell, vol. 56(3), pages 613-628, September.
    57. 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.
    58. Bumpass, Donald & Ginn, Vance & Tuttle, M.H., 2015. "Retail and wholesale gasoline price adjustments in response to oil price changes," Energy Economics, Elsevier, vol. 52(PA), pages 49-54.
    59. Davidson, James E H, et al, 1978. "Econometric Modelling of the Aggregate Time-Series Relationship between Consumers' Expenditure and Income in the United Kingdom," Economic Journal, Royal Economic Society, vol. 88(352), pages 661-692, December.
    60. Kirchgassner, Gebhard & Kubler, Knut, 1992. "Symmetric or asymmetric price adjustments in the oil market : An empirical analysis of the relations between international and domestic prices in the Federal Republic of Germany, 1972-1989," Energy Economics, Elsevier, vol. 14(3), pages 171-185, July.
    61. Andrew Eckert, 2002. "Retail price cycles and response asymmetry," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(1), pages 52-77, February.
    62. Jeffrey D. Karrenbrock, 1991. "The behavior of retail gasoline prices: symmetric or not?," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 19-29.
    63. repec:taf:jnlbes:v:30:y:2012:i:2:p:165-172 is not listed on IDEAS
    64. Andrew Eckert, 2002. "Retail price cycles and response asymmetry," Canadian Journal of Economics, Canadian Economics Association, vol. 35(1), pages 52-77, February.
    65. Sofronis Clerides, 2010. "Retail Fuel Price Response to Oil Price Shocks in EU Countries," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 4(1), pages 25-45, June.
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    More about this item

    Keywords

    Rockets and Feathers; Cost Pass-through; Price Adjustment and Inflation; Error Correction Model.;
    All these keywords.

    JEL classification:

    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure

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