Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing
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DOI: 10.1057/s41272-019-00225-2
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- Yanzhe (Murray) Lei & Stefanus Jasin & Amitabh Sinha, 2018. "Joint Dynamic Pricing and Order Fulfillment for E-commerce Retailers," Manufacturing & Service Operations Management, INFORMS, vol. 20(2), pages 269-284, May.
- Rajagopal, 2014.
"The Human Factors,"
Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249,
Palgrave Macmillan.
- Rajagopal, 2013. "The Human Factors," Palgrave Macmillan Books, in: Managing Social Media and Consumerism, chapter 9, pages 173-194, Palgrave Macmillan.
- Frederik Zuiderveen Borgesius & Joost Poort, 2017. "Erratum to: Online Price Discrimination and EU Data Privacy Law," Journal of Consumer Policy, Springer, vol. 40(4), pages 521-521, December.
- Shantanu Dutta & Mark J. Zbaracki & Mark Bergen, 2003. "Pricing process as a capability: a resource‐based perspective," Strategic Management Journal, Wiley Blackwell, vol. 24(7), pages 615-630, July.
- Hagit Bulmash, 2012. "An Empirical Analysis Of Secondary Line Price Discrimination Motivations," Journal of Competition Law and Economics, Oxford University Press, vol. 8(2), pages 361-397.
- Richards, Timothy & Liaukonyte, Jura & Nadia, Streletskya, 2016. "Personalized Pricing and Price Fairness," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235809, Agricultural and Applied Economics Association.
- Briesch, Richard A, et al, 1997. "A Comparative Analysis of Reference Price Models," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 202-214, September.
- Frederik Zuiderveen Borgesius & Joost Poort, 2017. "Online Price Discrimination and EU Data Privacy Law," Journal of Consumer Policy, Springer, vol. 40(3), pages 347-366, September.
- Alessandro Acquisti & Hal R. Varian, 2005.
"Conditioning Prices on Purchase History,"
Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
- Alessandro Acquisti & Hal R. Varian, 2002. "Contidioning Prices on Purchase History," Microeconomics 0210001, University Library of Munich, Germany.
- Muel Kaptein, 2017. "The Battle for Business Ethics: A Struggle Theory," Journal of Business Ethics, Springer, vol. 144(2), pages 343-361, August.
- Sasha Romanosky & Rahul Telang & Alessandro Acquisti, 2011. "Do data breach disclosure laws reduce identity theft?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 30(2), pages 256-286, March.
- Richards, Timothy J. & Liaukonyte, Jura & Streletskaya, Nadia A., 2016. "Personalized pricing and price fairness," International Journal of Industrial Organization, Elsevier, vol. 44(C), pages 138-153.
- Roger D. Blair & Christina DePasquale, 2014. ""Antitrust's Least Glorious Hour": The Robinson-Patman Act," Journal of Law and Economics, University of Chicago Press, vol. 57(S3), pages 201-215.
- Emilio Calvano & Giacomo Calzolari & Vincenzo Denicolò & Sergio Pastorello, 2019. "Algorithmic Pricing What Implications for Competition Policy?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 55(1), pages 155-171, August.
- Peter M. Noble & Thomas S. Gruca, 1999. "Industrial Pricing: Theory and Managerial Practice," Marketing Science, INFORMS, vol. 18(3), pages 435-454.
- Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard, 1986. "Fairness as a Constraint on Profit Seeking: Entitlements in the Market," American Economic Review, American Economic Association, vol. 76(4), pages 728-741, September.
- Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
- Chen, Yuxin & Zhang, Z. John, 2009. "Dynamic targeted pricing with strategic consumers," International Journal of Industrial Organization, Elsevier, vol. 27(1), pages 43-50, January.
- Bolton, Lisa E & Warlop, Luk & Alba, Joseph W, 2003. "Consumer Perceptions of Price (Un)Fairness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 29(4), pages 474-491, March.
- Katja Brunk, 2012. "Un/ethical Company and Brand Perceptions: Conceptualising and Operationalising Consumer Meanings," Journal of Business Ethics, Springer, vol. 111(4), pages 551-565, December.
- Peter M. Noble & Thomas S. Gruca, 1999. "Response to the Comments on “Industrial Pricing: Theory and Managerial Practice”," Marketing Science, INFORMS, vol. 18(3), pages 458-459.
- Jacobson, Robert & Obermiller, Carl, 1990. "The Formation of Expected Future Price: A Reference Price for Forward-Looking Consumers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(4), pages 420-432, March.
- Anindya Ghose & Ke‐Wei Huang, 2009. "Personalized Pricing and Quality Customization," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(4), pages 1095-1135, December.
- Alessandro Acquisti & Leslie K. John & George Loewenstein, 2013. "What Is Privacy Worth?," The Journal of Legal Studies, University of Chicago Press, vol. 42(2), pages 249-274.
- Hayek, F. A., 2011. "The Constitution of Liberty," University of Chicago Press Economics Books, University of Chicago Press, number 9780226315379 edited by Hamowy, Ronald, December.
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Cited by:
- Maxime C. Cohen & Adam N. Elmachtoub & Xiao Lei, 2022. "Price Discrimination with Fairness Constraints," Management Science, INFORMS, vol. 68(12), pages 8536-8552, December.
- Tomczyk, Arkadiusz T. & Buhalis, Dimitrios & Fan, Daisy X.F. & Williams, Nigel L., 2022. "Price-personalization: Customer typology based on hospitality business," Journal of Business Research, Elsevier, vol. 147(C), pages 462-476.
- George Lăzăroiu & Luminița Ionescu & Cristian Uță & Iulian Hurloiu & Mihai Andronie & Irina Dijmărescu, 2020. "Environmentally Responsible Behavior and Sustainability Policy Adoption in Green Public Procurement," Sustainability, MDPI, vol. 12(5), pages 1-12, March.
- Violeta Sima & Ileana Georgiana Gheorghe & Jonel Subić & Dumitru Nancu, 2020. "Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review," Sustainability, MDPI, vol. 12(10), pages 1-28, May.
- Nunan, Daniel & Di Domenico, MariaLaura, 2022. "Value creation in an algorithmic world: Towards an ethics of dynamic pricing," Journal of Business Research, Elsevier, vol. 150(C), pages 451-460.
- Renzhe Xu & Xingxuan Zhang & Peng Cui & Bo Li & Zheyan Shen & Jiazheng Xu, 2022. "Regulatory Instruments for Fair Personalized Pricing," Papers 2202.04245, arXiv.org, revised Feb 2022.
- Ionut Anica-Popa & Liana Anica-Popa & Cristina Radulescu & Marinela Vrincianu, 2021. "The Integration of Artificial Intelligence in Retail: Benefits, Challenges and a Dedicated Conceptual Framework," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(56), pages 120-120, February.
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Keywords
Personalized pricing; Algorithmic pricing; Artificial intelligence; Business ethics; Legal environment; Consumer perceptions; Information technology;All these keywords.
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