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Convergence in retail gasoline prices: insights from Canadian cities

Author

Listed:
  • Mark J. Holmes

    (Waikato University)

  • Jesús Otero

    (Universidad del Rosario)

  • Theodore Panagiotidis

    (University of Macedonia)

Abstract

This paper investigates the extent of convergence club formation in retail gasoline prices. Our study provides new insights through the use of a large disaggregated panel database for Canada that comprises three types of gasoline grades, namely regular, medium and premium, for a sample of 44 cities over a period of almost two decades. The paper analyses gasoline price data that are inclusive or exclusive of taxes. The findings suggest that the retail gasoline markets are not integrated in terms of requiring multiple numbers of convergence clubs to explain relative price movements across cities. In addition to this, wholesale gasoline prices across cities are probably less integrated than retail prices. Key drivers of retail price divergence across cities include distances between cities and the need to be explicit on distinguishing fuel quality. These findings are robust to the inclusion or exclusion of taxes in retail gasoline prices.

Suggested Citation

  • Mark J. Holmes & Jesús Otero & Theodore Panagiotidis, 2022. "Convergence in retail gasoline prices: insights from Canadian cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(1), pages 207-228, February.
  • Handle: RePEc:spr:anresc:v:68:y:2022:i:1:d:10.1007_s00168-021-01075-w
    DOI: 10.1007/s00168-021-01075-w
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    1. Anindya Sen & Peter G.C. Townley, 2010. "Estimating the Impacts of Outlet Rationalization on Retail Prices, Industry Concentration, and Sales: Empirical Evidence from Canadian Gasoline Markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(3), pages 605-633, September.
    2. Hector M. Nuñez and Jesús Otero, 2017. "Integration in Gasoline and Ethanol Markets in Brazil over Time and Space under the Flex-fuel Technology," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    3. Brown, Jennifer & Hastings, Justine & Mansur, Erin T. & Villas-Boas, Sofia B., 2008. "Reformulating competition Gasoline content regulation and wholesale gasoline prices," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 1-19, January.
    4. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    5. Demet Yilmazkuday & Hakan Yilmazkuday, 2016. "Understanding gasoline price dispersion," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(1), pages 223-252, July.
    6. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    7. 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.
    8. Axel Dreher & Tim Krieger, 2010. "Diesel price convergence and mineral oil taxation in Europe," Applied Economics, Taylor & Francis Journals, vol. 42(15), pages 1955-1961.
    9. Anindya Sen & Anthony Clemente & Linda Jonker, 2011. "Retail Gasoline Price Ceilings and Regulatory Capture: Evidence from Canada," American Law and Economics Review, American Law and Economics Association, vol. 13(2), pages 532-564.
    10. Rodney Paul & Dragan Miljkovic & Viju Ipe, 2001. "Market integration in US gasoline markets," Applied Economics, Taylor & Francis Journals, vol. 33(10), pages 1335-1340.
    11. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    12. Nicol, C. J., 2003. "Elasticities of demand for gasoline in Canada and the United States," Energy Economics, Elsevier, vol. 25(2), pages 201-214, March.
    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. Holmes, Mark J. & Otero, Jesús & Panagiotidis, Theodore, 2013. "On the dynamics of gasoline market integration in the United States: Evidence from a pair-wise approach," Energy Economics, Elsevier, vol. 36(C), pages 503-510.
    15. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    16. James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
    17. Ma, Hengyun & Oxley, Les, 2012. "The emergence and evolution of regional convergence clusters in China's energy markets," Energy Economics, Elsevier, vol. 34(1), pages 82-94.
    18. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    19. Anindya Sen, 2005. "Does Increasing the Market Share of Smaller Firms Result in Lower Prices? Empirical Evidence from the Canadian Retail Gasoline Industry," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 26(4), pages 371-389, June.
    20. 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.
    21. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    22. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    23. Robert Clark & Jean-Fran?ois Houde, 2013. "Collusion with Asymmetric Retailers: Evidence from a Gasoline Price-Fixing Case," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 97-123, August.
    24. Weili Zhang & Wei Xu & Xiaoye Wang, 2019. "Regional convergence clubs in China: identification and conditioning factors," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(2), pages 327-350, April.
    25. Joachim Schnurbus & Harry Haupt & Verena Meier, 2017. "Economic Transition and Growth: A Replication," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(5), pages 1039-1042, August.
    26. Akhmedjonov, Alisher & Lau, Chi Keung, 2012. "Do energy prices converge across Russian regions?," Economic Modelling, Elsevier, vol. 29(5), pages 1623-1631.
    27. Ma, Hengyun & Oxley, Les, 2010. "The integration of major fuel source markets in China: Evidence from panel cointegration tests," Energy Economics, Elsevier, vol. 32(5), pages 1139-1146, September.
    28. Blair, Benjamin F. & Campbell, Randall C. & Mixon, Phillip A., 2017. "Price pass-through in US gasoline markets," Energy Economics, Elsevier, vol. 65(C), pages 42-49.
    29. Chouinard Hayley H & Perloff Jeffrey M, 2007. "Gasoline Price Differences: Taxes, Pollution Regulations, Mergers, Market Power, and Market Conditions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-28, January.
    30. Suvankulov, Farrukh & Lau, Marco Chi Keung & Ogucu, Fatma, 2012. "Price regulation and relative price convergence: Evidence from the retail gasoline market in Canada," Energy Policy, Elsevier, vol. 40(C), pages 325-334.
    31. Mahamat Hamit-Haggar, 2013. "A note on convergence across Canadian provinces: new insights from the club clustering algorithm," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 591-601, April.
    32. 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.
    33. Benjamin Atkinson, Andrew Eckert, and Douglas S. West, 2014. "Daily Price Cycles and Constant Margins: Recent Events in Canadian Gasoline Retailing," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    34. 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.
    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. Andrew Eckert & Douglas S. West, 2004. "A tale of two cities: Price uniformity and price volatility in gasoline retailing," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(1), pages 25-46, March.
    37. Kerui Du, 2017. "Econometric convergence test and club clustering using Stata," Stata Journal, StataCorp LP, vol. 17(4), pages 882-900, December.
    38. Eckert, Andrew & West, Douglas S, 2004. "Retail Gasoline Price Cycles across Spatially Dispersed Gasoline Stations," Journal of Law and Economics, University of Chicago Press, vol. 47(1), pages 245-273, April.
    39. Eckert, Andrew, 2003. "Retail price cycles and the presence of small firms," International Journal of Industrial Organization, Elsevier, vol. 21(2), pages 151-170, February.
    40. Axel Dreher & Tim Krieger, 2008. "Do Prices for Petroleum Products Converge in a Unified Europe with Non-Harmonized Tax Rates?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 61-88.
    41. Margaret E. Slade, 1992. "Vancouver's Gasoline-Price Wars: An Empirical Exercise in Uncovering Supergame Strategies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(2), pages 257-276.
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    More about this item

    Keywords

    Convergence; Clubs; Gasoline prices;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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