IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i16p6025-d892854.html
   My bibliography  Save this article

What Drives Petrol Price Dispersion across Australian Cities?

Author

Listed:
  • Arezoo Ghazanfari

    (School of Economics, Finance and Marketing, RMIT University, Melbourne, VIC 3000, Australia)

Abstract

Petrol directly impacts the ability of and extent to which households can engage in day-to-day activities and ultimately directly influences the aggregate economic activity. Petrol price increases can lead to major economic disruption, especially among the most vulnerable, such as low-income families. In Australia, petrol prices differ substantially between metropolitan and regional areas, and regional drivers must pay more for purchasing petrol than those in capital cities. This research explored why retail petrol prices vary from one city to another within and between Australian regions. In this study, clustering methods and panel models will be used to identify factors that cause price differences. The findings revealed that a considerable part of the price differences arose from specific characteristics of cities that influence the demand and supply of petrol, thereby causing variations in price decisions. Petrol prices were substantially influenced by wholesale petrol prices, oil prices, petrol and diesel vehicles, population density, station density, and public transport accessibility. These factors are the main determinants that contribute significantly to price variations between Australian cities. The findings provide critical information for economic agents that interact in this market. From a social welfare perspective, government authorities can consider these factors to improve living standards and consumers’ welfare under price pressure in regional cities.

Suggested Citation

  • Arezoo Ghazanfari, 2022. "What Drives Petrol Price Dispersion across Australian Cities?," Energies, MDPI, vol. 15(16), pages 1-24, August.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:16:p:6025-:d:892854
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/16/6025/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/16/6025/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rietveld, Piet & van Woudenberg, Stefan, 2005. "Why fuel prices differ," Energy Economics, Elsevier, vol. 27(1), pages 79-92, January.
    2. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    3. 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.
    4. Arezoo Ghazanfari & Armin Razmjoo, 2022. "The Effect of Market Isolation on Competitive Behavior in Retail Petrol Markets," Sustainability, MDPI, vol. 14(13), pages 1-33, July.
    5. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LP, vol. 13(1), pages 65-76, March.
    6. Baltagi, Badi H. & Liu, Long, 2012. "The Hausman–Taylor panel data model with serial correlation," Statistics & Probability Letters, Elsevier, vol. 82(7), pages 1401-1406.
    7. Gerhard Clemenz & Klaus Gugler, 2006. "Locational choice and price competition: some empirical results for the austrian retail gasoline market," Empirical Economics, Springer, vol. 31(2), pages 291-312, June.
    8. Jean-Francois Houde, 2012. "Spatial Differentiation and Vertical Mergers in Retail Markets for Gasoline," American Economic Review, American Economic Association, vol. 102(5), pages 2147-2182, August.
    9. Breusch, Trevor & Ward, Michael B. & Nguyen, Hoa Thi Minh & Kompas, Tom, 2011. "On the Fixed-Effects Vector Decomposition," Political Analysis, Cambridge University Press, vol. 19(2), pages 123-134, April.
    10. Vita, Michael G, 2000. "Regulatory Restrictions on Vertical Integration and Control: The Competitive Impact of Gasoline Divorcement Policies," Journal of Regulatory Economics, Springer, vol. 18(3), pages 217-233, November.
    11. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    12. Balaguer, Jacint & Ripollés, Jordi, 2020. "Do classes of gas stations contribute differently to fuel prices? Evidence to foster effective competition in Spain," Energy Policy, Elsevier, vol. 139(C).
    13. Radchenko, Stanislav, 2005. "Oil price volatility and the asymmetric response of gasoline prices to oil price increases and decreases," Energy Economics, Elsevier, vol. 27(5), pages 708-730, September.
    14. Dieter Pennerstorfer, 2009. "Spatial price competition in retail gasoline markets: evidence from Austria," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(1), pages 133-158, March.
    15. Tsuruta, Yoshitaka, 2008. "What affects intranational price dispersion?: The case of Japanese gasoline prices," Japan and the World Economy, Elsevier, vol. 20(4), pages 563-584, December.
    16. Haucap, Justus & Heimeshoff, Ulrich & Siekmann, Manuel, 2015. "Price dispersion and station heterogeneity on German retail gasoline markets," DICE Discussion Papers 171, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    17. Barron, John M. & Taylor, Beck A. & Umbeck, John R., 2004. "Number of sellers, average prices, and price dispersion," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1041-1066, November.
    18. Burke, Paul J. & Nishitateno, Shuhei, 2013. "Gasoline prices, gasoline consumption, and new-vehicle fuel economy: Evidence for a large sample of countries," Energy Economics, Elsevier, vol. 36(C), pages 363-370.
    19. Christopher T. Taylor & Nicholas M. Kreisle & Paul R. Zimmerman, 2010. "Vertical Relationships and Competition in Retail Gasoline Markets: Empirical Evidence from Contract Changes in Southern California: Comment," American Economic Review, American Economic Association, vol. 100(3), pages 1269-1276, June.
    20. Arezoo Ghazanfari, 2021. "Regional Patterns for the Retail Petrol Prices," International Journal of Energy Economics and Policy, Econjournals, vol. 11(4), pages 383-397.
    21. Gillingham, Kenneth, 2014. "Identifying the elasticity of driving: Evidence from a gasoline price shock in California," Regional Science and Urban Economics, Elsevier, vol. 47(C), pages 13-24.
    22. Valadkhani, Abbas & Babacan, Alperhan, 2014. "Modelling how much extra motorists pay on the road? A cross-sectional study of profit margins of unleaded petrol in Australia," Energy Policy, Elsevier, vol. 69(C), pages 179-188.
    23. Mariano Tappata & Jing Yan, 2017. "Competition in Retail Petrol Markets," Australian Economic Papers, Wiley Blackwell, vol. 56(3), pages 201-218, September.
    24. Bello, Alejandro & Contín-Pilart, Ignacio, 2012. "Taxes, cost and demand shifters as determinants in the regional gasoline price formation process: Evidence from Spain," Energy Policy, Elsevier, vol. 48(C), pages 439-448.
    25. 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.
    26. Félix Iglesias & Wolfgang Kastner, 2013. "Analysis of Similarity Measures in Times Series Clustering for the Discovery of Building Energy Patterns," Energies, MDPI, vol. 6(2), pages 1-19, January.
    27. Liu, Da & Wang, Jilong & Wang, Hui, 2015. "Short-term wind speed forecasting based on spectral clustering and optimised echo state networks," Renewable Energy, Elsevier, vol. 78(C), pages 599-608.
    28. 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.
    29. Paul R. Zimmerman, 2012. "The Competitive Impact of Hypermarket Retailers on Gasoline Prices," Journal of Law and Economics, University of Chicago Press, vol. 55(1), pages 27-41.
    30. Thomas E. Cooper & John T. Jones, 2007. "Asymmetric Competition on Commuter Routes: The Case of Gasoline Pricing," Southern Economic Journal, John Wiley & Sons, vol. 74(2), pages 483-504, October.
    31. James Alm & Edward Sennoga & Mark Skidmore, 2009. "Perfect Competition, Urbanization, And Tax Incidence In The Retail Gasoline Market," Economic Inquiry, Western Economic Association International, vol. 47(1), pages 118-134, January.
    32. 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.
    33. Valadkhani, Abbas & Anwar, Sajid & Ghazanfari, Arezoo & Nguyen, Jeremy, 2021. "Are petrol retailers less responsive to changes in wholesale or crude oil prices when they face lower competition? The case of Greater Sydney," Energy Policy, Elsevier, vol. 153(C).
    34. Thomas E. Cooper & John T. Jones, 2007. "Asymmetric Competition on Commuter Routes: The Case of Gasoline Pricing," Southern Economic Journal, John Wiley & Sons, vol. 74(2), pages 483-504, October.
    35. Pritha Guha, 2018. "Application of Multivariate-Rank-Based Techniques in Clustering of Big Data," Vikalpa: The Journal for Decision Makers, , vol. 43(4), pages 179-190, December.
    36. Noel, Michael D. & Qiang, Hongjie, 2019. "The role of information in retail gasoline price dispersion," Energy Economics, Elsevier, vol. 80(C), pages 173-187.
    Full references (including those not matched with items on IDEAS)

    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. Balaguer, Jacint & Ripollés, Jordi, 2020. "Do classes of gas stations contribute differently to fuel prices? Evidence to foster effective competition in Spain," Energy Policy, Elsevier, vol. 139(C).
    2. Fullerton, Thomas M. & Jiménez, Alan A. & Walke, Adam G., 2015. "An econometric analysis of retail gasoline prices in a border metropolitan economy," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 450-461.
    3. Michal Kvasnička & Rostislav Staněk & Ondřej Krčál, 2018. "Is the Retail Gasoline Market Local or National?," Journal of Industry, Competition and Trade, Springer, vol. 18(1), pages 47-58, March.
    4. Bello, Alejandro & Contín-Pilart, Ignacio, 2012. "Taxes, cost and demand shifters as determinants in the regional gasoline price formation process: Evidence from Spain," Energy Policy, Elsevier, vol. 48(C), pages 439-448.
    5. Oczkowski, Edward & Wong, Alfred & Sharma, Kishor, 2018. "The impact of major fuel retailers on regional New South Wales petrol prices," Economic Analysis and Policy, Elsevier, vol. 57(C), pages 44-59.
    6. Satoh, Eiji & Iwase, Ryusuke & Kamakura, Keita & Sawasato, Shinji & Tominaga, Saki, 2018. "Consumer search costs, geographical concentration, and retail gasoline pricing: Evidence from inland Japan," Japan and the World Economy, Elsevier, vol. 45(C), pages 1-8.
    7. Jing Xu & Alan T. Murray, 2019. "Spatial variability in retail gasoline markets," Asia-Pacific Journal of Regional Science, Springer, vol. 3(2), pages 581-603, June.
    8. Michal Kvasnička, 2022. "Can we ignore spatial dependence when evaluating mergers?," Empirical Economics, Springer, vol. 62(3), pages 1323-1344, March.
    9. repec:dgr:rugsom:14027-eef is not listed on IDEAS
    10. Bruzikas, Tadas & Soetevent, Adriaan, 2014. "Detailed data and changes in market structure," Research Report 14027-EEF, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    11. Balaguer, Jacint & Ripollés, Jordi, 2021. "Does multimarket contact affect prices in the retail fuel industry? First empirical evidence," Energy Economics, Elsevier, vol. 93(C).
    12. Tadas Bruzikas & Adriaan R. Soetevent, 2014. "Detailed Data and Changes in Market Structure: The Move to Unmanned Gasoline Service Stations," Tinbergen Institute Discussion Papers 14-123/VII, Tinbergen Institute.
    13. 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.
    14. Jens‐Peter Loy & Dieter Pennerstorfer & Daniela Rroshi & Christoph Weiss & Biliana Yontcheva, 2022. "Consumer Information and Price Transmission: Empirical Evidence," Journal of Industrial Economics, Wiley Blackwell, vol. 70(3), pages 631-683, September.
    15. Christos Genakos & Mario Pagliero, 2022. "Competition and Pass-Through: Evidence from Isolated Markets," American Economic Journal: Applied Economics, American Economic Association, vol. 14(4), pages 35-57, October.
    16. Nguyen-Ones, Mai & Steen, Frode, 2018. "Measuring Market Power in Gasoline Retailing: A Market- or Station Phenomenon?," Discussion Paper Series in Economics 6/2018, Norwegian School of Economics, Department of Economics.
    17. Noel, Michael D. & Qiang, Hongjie, 2019. "The role of information in retail gasoline price dispersion," Energy Economics, Elsevier, vol. 80(C), pages 173-187.
    18. Bergantino, Angela Stefania & Capozza, Claudia & Intini, Mario, 2018. "Empirical investigation of retail gasoline prices," Working Papers 18_5, SIET Società Italiana di Economia dei Trasporti e della Logistica.
    19. Leonardo C. B. Cardoso & Carlos Frederico A. Uchôa & Williams Huamani & David R. Just & Raúl V. Gomez, 2022. "Price effects of spatial competition in retail fuel markets: the impact of a new rival nearby," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 81-105, February.
    20. Nguyen-Ones , Mai & Steen, Frode, 2018. "Market Power in Retail Gasoline Markets," Discussion Paper Series in Economics 21/2019, Norwegian School of Economics, Department of Economics, revised 01 Jul 2019.
    21. Koh, Kanghyok & Jeon, Sungho & Lee, Jinhyuk, 2022. "The effects of price competition on firms' operations and market price: Evidence from a retail gasoline market," Energy Economics, Elsevier, vol. 108(C).

    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:gam:jeners:v:15:y:2022:i:16:p:6025-:d:892854. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.