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Algorithmic Pricing and Competition: Empirical Evidence from the German Retail Gasoline Market

Citations

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Cited by:

  1. Herings, P.J.J. & Michaelides, Philippos & Seel, Christian, 2026. "Algorithmic Learning in Local and Global Public Goods Games," Other publications TiSEM 39b1b9f1-e6d6-4b83-9330-b, Tilburg University, School of Economics and Management.
  2. Sukanya Kudva & Edward Dowling & Anil Aswani, 2025. "Collusion-proof Auction Design using Side Information," Papers 2511.12456, arXiv.org, revised May 2026.
  3. Gambacorta Leonardo & Shreeti Vatsala, 2025. "The AI Supply Chain," Review of Network Economics, De Gruyter, vol. 24(4), pages 205-223.
  4. Yuhang Wu & Assaf Zeevi, 2026. "Should Demand Models Incorporate Competitor Prices? Oblivious Learning and Algorithmic Collusion," Papers 2606.05363, arXiv.org, revised Jun 2026.
  5. Liying Qiu & Yan Huang & Param Vir Singh & Kannan Srinivasan, 2025. "Personalization, Consumer Search, and Algorithmic Pricing," Marketing Science, INFORMS, vol. 44(6), pages 1278-1298, November.
  6. Robert Clark, 2025. "Innis Lecture: Algorithmic pricing and competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 58(4), pages 1236-1253, November.
  7. Gillian K. Hadfield & Andrew Koh, 2025. "An Economy of AI Agents," NBER Chapters, in: The Economics of Transformative AI, National Bureau of Economic Research, Inc.
  8. Suzie Grondin & Arthur Charpentier & Philipp Ratz, 2025. "Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies," Papers 2501.16935, arXiv.org.
  9. Adams, Jonathan J. & Fang, Min & Liu, Zheng & Wang, Yajie, 2026. "The rise of AI pricing: Trends, driving forces, and implications for firm performance," Journal of Monetary Economics, Elsevier, vol. 157(C).
  10. Gonzalo Ballestero & Hadi Hosseini & Samarth Khanna & Ran I. Shorrer, 2026. "Strategic Algorithmic Monoculture: Experimental Evidence from Coordination Games," Papers 2604.09502, arXiv.org, revised Apr 2026.
  11. Jung, Leona & Schildknecht, Jacob & Gregor, Leonard & Haucap, Justus, 2026. "Predictable prices, higher margins? Early evidence on Germany's 12 o'clock fuel regulation," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 341201.
  12. Rrukaj, Ritvana & Steen, Frode, 2024. "Asymmetric cost transmission and market power in retail gasoline markets," Discussion Paper Series in Economics 8/2024, Norwegian School of Economics, Department of Economics.
  13. Frédéric Marty & Thierry Warin, 2025. "Algorithmic Pricing and Competition: Balancing Efficiency and Consumer Welfare," Working Papers halshs-05199988, HAL.
  14. Aldasoro, I. & Gambacorta, L. & Korinek, A. & Shreeti, V. & Stein, M., 2025. "Intelligent financial system: How AI is transforming finance," Journal of Financial Stability, Elsevier, vol. 81(C).
  15. Kaede Hanazawa, 2025. "Welfare Effects of Self-Preferencing by a Platform: Empirical Evidence from Airbnb," Papers 2503.04489, arXiv.org.
  16. Zexin Ye, 2025. "Algorithmic Collusion under Observed Demand Shocks," Papers 2502.15084, arXiv.org, revised Dec 2025.
  17. Hangcheng Zhao & Ron Berman, 2025. "Algorithmic Collusion of Pricing and Advertising on E-commerce Platforms," Papers 2508.08325, arXiv.org, revised Oct 2025.
  18. Shota Ichihashi, 2025. "Platform-Enabled Algorithmic Pricing," Working Papers 25-03, NET Institute.
  19. Sriram Tolety, 2025. "Tacit Bidder-Side Collusion: Artificial Intelligence in Dynamic Auctions," Papers 2511.21802, arXiv.org.
  20. Shengyu Cao & Ming Hu, 2026. "Supracompetitive Pricing Under AI Monoculture," Papers 2601.01279, arXiv.org, revised Jun 2026.
  21. Jackie Baek & Vivek F. Farias & Farrell Wu, 2026. "Misspecified Estimate-then-Optimize Leads to Supra-Competitive Prices," Papers 2605.16064, arXiv.org, revised Jun 2026.
  22. Oschmann, Sebastian, 2025. "Vertical market structure matters: The case of a horizontal retail merger in the German gasoline market," DICE Discussion Papers 418, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  23. Fedor Sandomirskiy & Ben Wincelberg, 2026. "Delegation in Strategic Environments and Equilibrium Uniqueness," Papers 2602.21470, arXiv.org.
  24. Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
  25. Gillian K. Hadfield & Andrew Koh, 2025. "An Economy of AI Agents," Papers 2509.01063, arXiv.org.
  26. Shota Ichihashi & Alex Smolin, 2023. "Buyer-Optimal Algorithmic Recommendations," Papers 2309.12122, arXiv.org, revised Jun 2025.
  27. Martin Bichler & Julius Durmann & Matthias Oberlechner, 2025. "Algorithmic Pricing and Algorithmic Collusion," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 67(6), pages 971-979, December.
  28. Daniel Garcia & Juha Tolvanen & Alexander K. Wagner, 2026. "Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing," Management Science, INFORMS, vol. 72(1), pages 609-626, January.
  29. Montag, Felix & Sagimuldina, Alina & Winter, Christoph, 2024. "When does mandatory price disclosure lower prices? Evidence from the German fuel market," Working Papers 344, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
  30. Takuo Sugaya, 2025. "Keeping players in the dark: benefits of private monitoring," The Japanese Economic Review, Springer, vol. 76(3), pages 539-564, July.
  31. Antonio Cozzolino & Cristina Gualdani & Ivan Gufler & Niccolò Lomys & Lorenzo Magnolfi, 2025. "Robust Identification in Repeated Games: An Empirical Approach to Algorithmic Competition," Working Papers 25-04, NET Institute.
  32. Enoch Hyunwook Kang, 2026. "Reasonably reasoning AI agents can avoid game-theoretic failures in zero-shot, provably," Papers 2603.18563, arXiv.org, revised Apr 2026.
  33. Lange, Fabian & Schlosser, Rainer, 2025. "Dynamic pricing with waiting and price-anticipating customers," Operations Research Perspectives, Elsevier, vol. 14(C).
  34. Lindhe, Adam & Orrenius, Johan, 2026. "Defining Geographic Markets Through Choice Sets: An Empirical Method Applied to Real Estate Brokerage," Working Paper Series 1558, Research Institute of Industrial Economics.
  35. Tobias R. Rebholz & Maxwell Uphoff & Christian H. R. Bernges & Florian Scholten, 2025. "Algorithmic Advice as a Strategic Signal on Competitive Markets," Papers 2511.09454, arXiv.org.
  36. Eshwar Ram Arunachaleswaran & Natalie Collina & Sampath Kannan & Aaron Roth & Juba Ziani, 2024. "Algorithmic Collusion Without Threats," Papers 2409.03956, arXiv.org, revised Dec 2024.
  37. Qiu, Zhaoxuan & Li, Jincheng & Liu, Bei & Jin, Meilin & Wang, Jinmin, 2025. "How does energy quota trading affect the corporate pollution gap? Evidence from China," Economic Modelling, Elsevier, vol. 146(C).
  38. Abada, Ibrahim & Lambin, Xavier & Tchakarov, Nikolay, 2024. "Collusion by mistake: Does algorithmic sophistication drive supra-competitive profits?," European Journal of Operational Research, Elsevier, vol. 318(3), pages 927-953.
  39. Harrington, Joseph E., 2024. "The effect of demand variability on the adoption and design of a third party’s pricing algorithm," Economics Letters, Elsevier, vol. 244(C).
  40. Alicia von Schenk & Victor Klockmann, 2026. "When AI Enters the Game: Cooperation and Predictability in Repeated Interactions," EconPol Forum, CESifo, vol. 27(02), pages 39-44, April.
  41. Kevin D. Tran & Leonardo Madio & Michelangelo Rossi & Mark J. Tremblay, 2025. "Cleanin' It Up: Unshrouding Hidden Fees on a Peer-to-Peer Platform," Bristol Economics Discussion Papers 25/798, School of Economics, University of Bristol, UK.
  42. Lambin, Xavier & Raizonville, Adrien, 2025. "From black box to glass box: algorithmic explainability as a strategic decision," Information Economics and Policy, Elsevier, vol. 71(C).
  43. Xing, Xiaoqiang & Zhang, Zhu & He, Weixuan, 2026. "AI technology, AI narrative, and firm value," Technovation, Elsevier, vol. 149(C).
  44. Sihan Qian & Amit Mehra & Dengpan Liu, 2026. "The Economics of AI Supply Chain Regulation," Papers 2603.12630, arXiv.org.
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