Artificial Intelligence: Opportunities and Managerial Challenges
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Dold, Malte & Lewis, Paul, 2022. "F.A. Hayek on the political economy of endogenous preferences: An historical overview and contemporary assessment," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 104-119.
- Johnen, Johannes & Leung, Benson Tsz Kin, 2022.
"Distracted from Comparison: Product Design and Advertisement with Limited Attention,"
CEPR Discussion Papers
17234, C.E.P.R. Discussion Papers.
- Johnen, Johannes & Leung, Benson Tsz Kin, 2022. "Distracted from Comparison: Product Design and Advertisement with Limited Attention," LIDAM Discussion Papers CORE 2022017, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Emilio Calvano & Giacomo Calzolari & Vincenzo Denicolò & Sergio Pastorello, 2020.
"Artificial Intelligence, Algorithmic Pricing, and Collusion,"
American Economic Review, American Economic Association, vol. 110(10), pages 3267-3297, October.
- Calzolari, Giacomo & Calvano, Emilio & Denicolo, Vincenzo & Pastorello, Sergio, 2018. "Artificial intelligence, algorithmic pricing and collusion," CEPR Discussion Papers 13405, C.E.P.R. Discussion Papers.
- Stephanie Assad & Robert Clark & Daniel Ershov & Lei Xu, 2020.
"Algorithmic Pricing and Competition: Empirical Evidence from the German Retail Gasoline Market,"
CESifo Working Paper Series
8521, CESifo.
- Stephanie Assad & Robert Clark & Daniel Ershov & Lei Xu, 2020. "Algorithmic Pricing and Competition: Empirical Evidence from the German Retail Gasoline Market," Working Paper 1438, Economics Department, Queen's University.
- Parsons, Richard & Lacey, Justine & Moffat, Kieren, 2014. "Maintaining legitimacy of a contested practice: How the minerals industry understands its ‘social licence to operate’," Resources Policy, Elsevier, vol. 41(C), pages 83-90.
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.- Yiquan Gu & Leonardo Madio & Carlo Reggiani, 2019.
"Exclusive Data, Price Manipulation and Market Leadership,"
CESifo Working Paper Series
7853, CESifo.
- Yiquan Gu & Leonardo Madio & Carlo Reggiani, 2021. "Exclusive Data, Price Manipulation and Market Leadership," Working Papers 202102, University of Liverpool, Department of Economics.
- Calvano, Emilio & Calzolari, Giacomo & Denicoló, Vincenzo & Pastorello, Sergio, 2021.
"Algorithmic collusion with imperfect monitoring,"
International Journal of Industrial Organization, Elsevier, vol. 79(C).
- Calzolari, Giacomo & Calvano, Emilio & Denicolo, Vincenzo & Pastorello, Sergio, 2021. "Algorithmic collusion with imperfect monitoring," CEPR Discussion Papers 15738, C.E.P.R. Discussion Papers.
- Justin P. Johnson & Andrew Rhodes & Matthijs Wildenbeest, 2023.
"Platform Design When Sellers Use Pricing Algorithms,"
Econometrica, Econometric Society, vol. 91(5), pages 1841-1879, September.
- Johnson, Justin Pappas & Rhodes, Andrew & Wildenbeest, Matthijs, 2020. "Platform Design when Sellers Use Pricing Algorithms," TSE Working Papers 20-1146, Toulouse School of Economics (TSE).
- Rhodes, Andrew & Johnson, Justin & Wildenbeest, Matthijs, 2020. "Platform Design When Sellers Use Pricing Algorithms," CEPR Discussion Papers 15504, C.E.P.R. Discussion Papers.
- Justin Pappas Johnson & Andrew Rhodes & Matthijs Wildenbeest, 2023. "Platform design when sellers use pricing algorithms," Post-Print hal-04226232, HAL.
- John Asker & Chaim Fershtman & Ariel Pakes, 2024. "The impact of artificial intelligence design on pricing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 276-304, March.
- Igor Sadoune & Marcelin Joanis & Andrea Lodi, 2024.
"Algorithmic Collusion And The Minimum Price Markov Game,"
Papers
2407.03521, arXiv.org, revised Mar 2025.
- Igor Sadoune & Marcelin Joanis & Andrea Lodi, 2025. "Algorithmic collusion and the minimum price Markov game," CIRANO Working Papers 2025s-07, CIRANO.
- Fourberg, Niklas & Marques-Magalhaes, Katrin & Wiewiorra, Lukas, 2022. "They are among us: Pricing behavior of algorithms in the field," WIK Working Papers 6, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH, Bad Honnef.
- Normann, Hans-Theo & Sternberg, Martin, 2023. "Human-algorithm interaction: Algorithmic pricing in hybrid laboratory markets," European Economic Review, Elsevier, vol. 152(C).
- Leonardo Madio & Aldo Pignataro, 2022. "Collusion sustainability with a capacity constrained firm," "Marco Fanno" Working Papers 0295, Dipartimento di Scienze Economiche "Marco Fanno".
- Simon Martin & Alexander Rasch, 2022. "Collusion by Algorithm: The Role of Unobserved Actions," CESifo Working Paper Series 9629, CESifo.
- Ivan Conjeaud, 2023. "Algorithmic collusion under competitive design," Papers 2312.02644, arXiv.org, revised Sep 2024.
- Fourberg, Niklas & Marques Magalhaes, Katrin & Wiewiorra, Lukas, 2023. "They Are Among Us: Pricing Behavior of Algorithms in the Field," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277958, International Telecommunications Society (ITS).
- Haucap, Justus, 2021. "Mögliche Wohlfahrtswirkungen eines Einsatzes von Algorithmen," DICE Ordnungspolitische Perspektiven 109, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
- Runshan Fu & Ginger Zhe Jin & Meng Liu, 2022. "Does Human-algorithm Feedback Loop Lead to Error Propagation? Evidence from Zillow’s Zestimate," NBER Working Papers 29880, National Bureau of Economic Research, Inc.
- Shidi Deng & Maximilian Schiffer & Martin Bichler, 2024. "Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning," Papers 2406.02437, arXiv.org.
- Bingyan Han, 2021. "Understanding algorithmic collusion with experience replay," Papers 2102.09139, arXiv.org, revised Mar 2021.
- Marcel Wieting & Geza Sapi, 2021. "Algorithms in the Marketplace: An Empirical Analysis of Automated Pricing in E-Commerce," Working Papers 21-06, NET Institute.
- Martin, Simon & Rasch, Alexander, 2022. "Collusion by algorithm: The role of unobserved actions," DICE Discussion Papers 382, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
- Marcus Buckmann & Andy Haldane & Anne-Caroline Hüser, 2021.
"Comparing minds and machines: implications for financial stability,"
Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 479-508.
- Buckmann, Marcus & Haldane, Andy & Hüser, Anne-Caroline, 2021. "Comparing minds and machines: implications for financial stability," Bank of England working papers 937, Bank of England.
- Martin, Simon & Rasch, Alexander, 2024. "Demand forecasting, signal precision, and collusion with hidden actions," International Journal of Industrial Organization, Elsevier, vol. 92(C).
- Gonzalo Ballestero, 2021. "Collusion and Artificial Intelligence: A computational experiment with sequential pricing algorithms under stochastic costs," Young Researchers Working Papers 1, Universidad de San Andres, Departamento de Economia, revised Oct 2022.
More about this item
Keywords
algorithms; artificial intelligence; consumer manipulation; anticompetitive practices; compliance programmes; algorithmic audits;All these keywords.
JEL classification:
- K21 - Law and Economics - - Regulation and Business Law - - - Antitrust Law
- K13 - Law and Economics - - Basic Areas of Law - - - Tort Law and Product Liability; Forensic Economics
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ACC-2023-05-15 (Accounting and Auditing)
- NEP-CMP-2023-05-15 (Computational Economics)
- NEP-COM-2023-05-15 (Industrial Competition)
Statistics
Access and download statisticsCorrections
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:gre:wpaper:2022-23. 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: Patrice Bougette (email available below). General contact details of provider: https://edirc.repec.org/data/credcfr.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.