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Ethicality of online dynamic pricing: an empirical investigation of consumer perception of ethical risks

Author

Listed:
  • Corina Paraschiv

    (Université Paris Cité, LIRAES)

  • Nawel Ayadi

    (ISG Tunis, Université de Tunis, Tunisia & Université Paris Cité, LIRAES)

Abstract

This article examines consumer perception of ethicality regarding online dynamic pricing in relation to six perceived ethical risks (discrimination, opacity, disrespect, unequal treatment, data-use, and intrusiveness). An online study was conducted on 903 French web users. The results show that consumers perceive online dynamic pricing as unethical. This unethicality is positively determined by three ethical risks: discrimination, disrespect, and opacity. Unequal treatment, data-use, and intrusiveness risks do not influence consumer perceived unethicality of dynamic pricing. We further address theoretical and practical implications of our work and propose future research directions.

Suggested Citation

  • Corina Paraschiv & Nawel Ayadi, 2025. "Ethicality of online dynamic pricing: an empirical investigation of consumer perception of ethical risks," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 24(3), pages 285-299, June.
  • Handle: RePEc:pal:jorapm:v:24:y:2025:i:3:d:10.1057_s41272-024-00497-3
    DOI: 10.1057/s41272-024-00497-3
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    References listed on IDEAS

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    1. Graddy, Kathryn & Robertson, Diana C., 1999. "Fairness of Pricing Decisions," Business Ethics Quarterly, Cambridge University Press, vol. 9(2), pages 225-243, April.
    2. Régis Chenavaz & Corina Paraschiv & Gabriel Turinici, 2021. "Dynamic Pricing of New Products in Competitive Markets: A Mean-Field Game Approach," Dynamic Games and Applications, Springer, vol. 11(3), pages 463-490, September.
    3. Ferguson, Jodie L., 2014. "Implementing price increases in turbulent economies: Pricing approaches for reducing perceptions of price unfairness," Journal of Business Research, Elsevier, vol. 67(1), pages 2732-2737.
    4. Martin, Kirsten, 2018. "The penalty for privacy violations: How privacy violations impact trust online," Journal of Business Research, Elsevier, vol. 82(C), pages 103-116.
    5. Bandara, Ruwan & Fernando, Mario & Akter, Shahriar, 2020. "Explicating the privacy paradox: A qualitative inquiry of online shopping consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    6. Ghobadi, Somayeh Najafi- & Bagherinejad, Jafar & Taleizadeh, Ata Allah, 2021. "A two-generation new product model by considering forward-looking customers: Dynamic pricing and advertising optimization," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    7. Rauschnabel, Philipp A. & He, Jun & Ro, Young K., 2018. "Antecedents to the adoption of augmented reality smart glasses: A closer look at privacy risks," Journal of Business Research, Elsevier, vol. 92(C), pages 374-384.
    8. Chenavaz, Régis & Paraschiv, Corina, 2018. "Dynamic pricing for inventories with reference price effects," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-16.
    9. Caroline Lancelot Miltgen & Jörg Henseler & Carsten Gelhard & Aleš Popovič, 2016. "Introducing new products that affect consumer privacy: A mediation model," Post-Print hal-01528464, HAL.
    10. Garbarino, Ellen & Maxwell, Sarah, 2010. "Consumer response to norm-breaking pricing events in e-commerce," Journal of Business Research, Elsevier, vol. 63(9-10), pages 1066-1072, September.
    11. Anton, Ramona & Chenavaz, Régis Y. & Paraschiv, Corina, 2023. "Dynamic pricing, reference price, and price-quality relationship," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    12. 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.
    13. Isabella, Giuliana & Mazzon, José Afonso & Dimoka, Angelika, 2017. "Impacts of product type and representation type on the perception of justice and price fairness," Journal of Business Research, Elsevier, vol. 81(C), pages 203-211.
    14. Ferguson, Jodie L. & Brown, Brian P. & Johnston, Wesley J., 2017. "Partitioned pricing, price fairness perceptions, and the moderating effects of brand relationships in SME business markets," Journal of Business Research, Elsevier, vol. 72(C), pages 80-92.
    15. Mohammad Alghababsheh & David Gallear & Mushfiqur Rahman, 2020. "Balancing the Scales of Justice: Do Perceptions of Buyers’ Justice Drive Suppliers’ Social Performance?," Journal of Business Ethics, Springer, vol. 163(1), pages 125-150, April.
    16. Alderighi, Marco & Nava, Consuelo R. & Calabrese, Matteo & Christille, Jean-Marc & Salvemini, Chiara B., 2022. "Consumer perception of price fairness and dynamic pricing: Evidence from Booking.com," Journal of Business Research, Elsevier, vol. 145(C), pages 769-783.
    17. Hallikainen, Heli & Luongo, Milena & Dhir, Amandeep & Laukkanen, Tommi, 2022. "Consequences of personalized product recommendations and price promotions in online grocery shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    18. Ashworth, Laurence & McShane, Lindsay, 2012. "Why Do We Care What Others Pay? The Effect of Other Consumers’ Prices on Inferences of Seller (Dis)Respect and Perceptions of Deservingness Violation," Journal of Retailing, Elsevier, vol. 88(1), pages 145-155.
    19. Xia, Lan & Kukar-Kinney, Monika, 2014. "For our valued customers only: Examining consumer responses to preferential treatment practices," Journal of Business Research, Elsevier, vol. 67(11), pages 2368-2375.
    20. Alexander Buhmann & Johannes Paßmann & Christian Fieseler, 2020. "Managing Algorithmic Accountability: Balancing Reputational Concerns, Engagement Strategies, and the Potential of Rational Discourse," Journal of Business Ethics, Springer, vol. 163(2), pages 265-280, May.
    21. Caroline Lancelot Miltgen & Jörg Henseler & Carsten Gelhard & Aleš Popovič, 2016. "Introducing new products that affect consumer privacy: A mediation model," Post-Print hal-02156711, HAL.
    22. Elegido, Juan M., 2011. "The Ethics of Price Discrimination," Business Ethics Quarterly, Cambridge University Press, vol. 21(4), pages 633-660, October.
    23. Brunk, Katja H., 2010. "Exploring origins of ethical company/brand perceptions: Reply to Shea and Cohn's commentaries," Journal of Business Research, Elsevier, vol. 63(12), pages 1364-1367, December.
    24. Kirsten Martin, 2019. "Ethical Implications and Accountability of Algorithms," Journal of Business Ethics, Springer, vol. 160(4), pages 835-850, December.
    25. Chen, Chen & Duan, Yongrui, 2022. "Impact of personalization and privacy concerns on information disclosure and pricing," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    26. Malc, Domen & Mumel, Damijan & Pisnik, Aleksandra, 2016. "Exploring price fairness perceptions and their influence on consumer behavior," Journal of Business Research, Elsevier, vol. 69(9), pages 3693-3697.
    27. Nisreen Ameen & Ali Tarhini & Alexander Reppel & Amitabh Anand, 2021. "Customer experiences in the age of artificial intelligence," Post-Print halshs-03045430, HAL.
    28. Fassnacht, Martin & Unterhuber, Sebastian, 2016. "Consumer response to online/offline price differentiation," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 137-148.
    29. Ahmetoglu, Gorkan & Furnham, Adrian & Fagan, Patrick, 2014. "Pricing practices: A critical review of their effects on consumer perceptions and behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 696-707.
    30. Anna Priester & Thomas Robbert & Stefan Roth, 2020. "A special price just for you: effects of personalized dynamic pricing on consumer fairness perceptions," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(2), pages 99-112, April.
    31. Guizzardi, Andrea & Mariani, Marcello M. & Stacchini, Annalisa, 2022. "A temporal construal theory explanation of the price-quality relationship in online dynamic pricing," Journal of Business Research, Elsevier, vol. 146(C), pages 32-44.
    32. Laurence Ashworth & Clinton Free, 2006. "Marketing Dataveillance and Digital Privacy: Using Theories of Justice to Understand Consumers’ Online Privacy Concerns," Journal of Business Ethics, Springer, vol. 67(2), pages 107-123, August.
    33. Jodie Ferguson & Pam Ellen & William Bearden, 2014. "Procedural and Distributive Fairness: Determinants of Overall Price Fairness," Journal of Business Ethics, Springer, vol. 121(2), pages 217-231, May.
    34. Peter Seele & Claus Dierksmeier & Reto Hofstetter & Mario D. Schultz, 2021. "Mapping the Ethicality of Algorithmic Pricing: A Review of Dynamic and Personalized Pricing," Journal of Business Ethics, Springer, vol. 170(4), pages 697-719, May.
    35. Le, Nhat Quang & Supphellen, Magne, 2017. "Determinants of repurchase intentions of real estate agent services: Direct and indirect effects of perceived ethicality," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 84-90.
    36. Kelly L. Haws & William O. Bearden, 2006. "Dynamic Pricing and Consumer Fairness Perceptions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 33(3), pages 304-311, October.
    37. Joshua A. Gerlick & Stephan M. Liozu, 2020. "Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 19(2), pages 85-98, April.
    38. Steinberg, Etye, 2020. "Big Data and Personalized Pricing," Business Ethics Quarterly, Cambridge University Press, vol. 30(1), pages 97-117, January.
    39. Krafft, Manfred & Arden, Christine M. & Verhoef, Peter C., 2017. "Permission Marketing and Privacy Concerns — Why Do Customers (Not) Grant Permissions?," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 39-54.
    40. Jatinder Singh & Oriol Iglesias & Joan Batista-Foguet, 2012. "Does Having an Ethical Brand Matter? The Influence of Consumer Perceived Ethicality on Trust, Affect and Loyalty," Journal of Business Ethics, Springer, vol. 111(4), pages 541-549, December.
    41. Kopalle, Praveen K. & Pauwels, Koen & Akella, Laxminarayana Yashaswy & Gangwar, Manish, 2023. "Dynamic pricing: Definition, implications for managers, and future research directions," Journal of Retailing, Elsevier, vol. 99(4), pages 580-593.
    42. 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.
    43. Li, Wenjing & Hardesty, David M. & Craig, Adam W., 2018. "The impact of dynamic bundling on price fairness perceptions," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 204-212.
    44. Hufnagel, Gerrit & Schwaiger, Manfred & Weritz, Louisa, 2022. "Seeking the perfect price: Consumer responses to personalized price discrimination in e-commerce," Journal of Business Research, Elsevier, vol. 143(C), pages 346-365.
    45. Brunk, Katja H., 2010. "Exploring origins of ethical company/brand perceptions -- A consumer perspective of corporate ethics," Journal of Business Research, Elsevier, vol. 63(3), pages 255-262, March.
    46. Miltgen, Caroline Lancelot & Henseler, Jörg & Gelhard, Carsten & Popovič, Aleš, 2016. "Introducing new products that affect consumer privacy: A mediation model," Journal of Business Research, Elsevier, vol. 69(10), pages 4659-4666.
    47. Mittal, Divya & Agrawal, Shiv Ratan, 2016. "Price transparency reflects assurance and reliability," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 43-51.
    48. Dixit, Ashutosh & Braunsberger, Karin & Zinkhan, George M. & Pan, Yue, 2005. "Information technology-enhanced pricing strategies: managerial and public policy implications," Journal of Business Research, Elsevier, vol. 58(9), pages 1169-1177, September.
    49. Maxwell, Sarah, 2002. "Rule-based price fairness and its effect on willingness to purchase," Journal of Economic Psychology, Elsevier, vol. 23(2), pages 191-212, April.
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