IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v129y2021icp961-974.html
   My bibliography  Save this article

Paradoxes of artificial intelligence in consumer markets: Ethical challenges and opportunities

Author

Listed:
  • Du, Shuili
  • Xie, Chunyan

Abstract

Products and services empowered by artificial intelligence (AI) are becoming widespread in today’s marketplace. However, consumers have mixed feelings about AI technologies due to the numerous ethical challenges associated the development and deployment of AI. Drawing upon prior research on the moral significance of technology and the emerging literature on AI, we delineate three key dimensions of AI-enabled products (i.e., multi-functionality, interactivity, and AI intelligence stage) that have relevance for ethical implications and adopt a socio-technical approach to provide a multi-layered ethical analysis of AI products at the product-, consumer-, and society-levels. Some key ethical issues identified in the paper include AI biases, ethical design, consumer privacy, cybersecurity, individual autonomy and wellbeing, and unemployment. Companies need to engage in corporate social responsibility (CSR) to shape the future of ethical AI; drawing upon stakeholder theory and institutional theory, we develop a conceptual framework on AI-related CSR, highlighting the product-, company-, and institutional environment-specific factors that influence firms’ socially responsible actions in the domain of AI and discussing the subsequent outcomes for firm, consumers, and the society. We include a section on future research agenda for AI ethics and firm CSR in this important domain.

Suggested Citation

  • Du, Shuili & Xie, Chunyan, 2021. "Paradoxes of artificial intelligence in consumer markets: Ethical challenges and opportunities," Journal of Business Research, Elsevier, vol. 129(C), pages 961-974.
  • Handle: RePEc:eee:jbrese:v:129:y:2021:i:c:p:961-974
    DOI: 10.1016/j.jbusres.2020.08.024
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296320305312
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2020.08.024?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mick, David Glen & Fournier, Susan, 1998. "Paradoxes of Technology: Consumer Cognizance, Emotions, and Coping Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(2), pages 123-143, September.
    2. Vargo, Stephen L. & Lusch, Robert F., 2017. "Service-dominant logic 2025," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 46-67.
    3. Lo, Fang-Yi & Fu, Pao-Hung, 2016. "The interaction of chief executive officer and top management team on organization performance," Journal of Business Research, Elsevier, vol. 69(6), pages 2182-2186.
    4. Noble, Charles H. & Kumar, Minu, 2008. "Using product design strategically to create deeper consumer connections," Business Horizons, Elsevier, vol. 51(5), pages 441-450.
    5. Kelly D. Martin & Patrick E. Murphy, 2017. "The role of data privacy in marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 135-155, March.
    6. 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.
    7. Xie, Chunyan & Bagozzi, Richard P. & Grønhaug, Kjell, 2019. "The impact of corporate social responsibility on consumer brand advocacy: The role of moral emotions, attitudes, and individual differences," Journal of Business Research, Elsevier, vol. 95(C), pages 514-530.
    8. Shuili Du & C. Bhattacharya & Sankar Sen, 2015. "Corporate Social Responsibility, Multi-faceted Job-Products, and Employee Outcomes," Journal of Business Ethics, Springer, vol. 131(2), pages 319-335, October.
    9. Hogan, Suellen J. & Coote, Leonard V., 2014. "Organizational culture, innovation, and performance: A test of Schein's model," Journal of Business Research, Elsevier, vol. 67(8), pages 1609-1621.
    10. Rijsdijk, S.A. & Hultink, E.J. & Diamantopoulos, A., 2007. "Product Intelligence: Its Conceptualization, Measurement and Impact on Consumer Satisfaction," ERIM Report Series Research in Management ERS-2007-006-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    11. Becker-Olsen, Karen L. & Cudmore, B. Andrew & Hill, Ronald Paul, 2006. "The impact of perceived corporate social responsibility on consumer behavior," Journal of Business Research, Elsevier, vol. 59(1), pages 46-53, January.
    12. Ronald E. Rice, 1992. "Task Analyzability, Use of New Media, and Effectiveness: A Multi-Site Exploration of Media Richness," Organization Science, INFORMS, vol. 3(4), pages 475-500, November.
    13. Quentin André & Ziv Carmon & Klaus Wertenbroch & Alia Crum & Douglas Frank & William Goldstein & Joel Huber & Leaf Boven & Bernd Weber & Haiyang Yang, 2018. "Consumer Choice and Autonomy in the Age of Artificial Intelligence and Big Data," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 28-37, March.
    14. Subrata Chakrabarty & A. Erin Bass, 2015. "Comparing Virtue, Consequentialist, and Deontological Ethics-Based Corporate Social Responsibility: Mitigating Microfinance Risk in Institutional Voids," Journal of Business Ethics, Springer, vol. 126(3), pages 487-512, February.
    15. Baskentli, Sara & Sen, Sankar & Du, Shuili & Bhattacharya, C.B., 2019. "Consumer reactions to corporate social responsibility: The role of CSR domains," Journal of Business Research, Elsevier, vol. 95(C), pages 502-513.
    16. Ferrell, O.C. & Harrison, Dana E. & Ferrell, Linda & Hair, Joe F., 2019. "Business ethics, corporate social responsibility, and brand attitudes: An exploratory study," Journal of Business Research, Elsevier, vol. 95(C), pages 491-501.
    17. Naresh K. Malhotra & Sung S. Kim & James Agarwal, 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model," Information Systems Research, INFORMS, vol. 15(4), pages 336-355, December.
    18. Baker, Thomas L. & Hunt, Tammy G. & Andrews, Martha C., 2006. "Promoting ethical behavior and organizational citizenship behaviors: The influence of corporate ethical values," Journal of Business Research, Elsevier, vol. 59(7), pages 849-857, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Leah Warfield Smith & Randall Lee Rose & Alex R. Zablah & Heath McCullough & Mohammad “Mike” Saljoughian, 2023. "Examining post-purchase consumer responses to product automation," Journal of the Academy of Marketing Science, Springer, vol. 51(3), pages 530-550, May.
    2. Galimkair Mutanov & Zhanar Omirbekova & Aijaz A. Shaikh & Zhansaya Issayeva, 2023. "Sustainability-Driven Green Innovation: Revolutionising Aerospace Decision-Making with an Intelligent Decision Support System," Sustainability, MDPI, vol. 16(1), pages 1-16, December.
    3. Cloarec, Julien, 2022. "Privacy controls as an information source to reduce data poisoning in artificial intelligence-powered personalization," Journal of Business Research, Elsevier, vol. 152(C), pages 144-153.
    4. Haque, AKM Bahalul & Islam, A.K.M. Najmul & Mikalef, Patrick, 2023. "Explainable Artificial Intelligence (XAI) from a user perspective: A synthesis of prior literature and problematizing avenues for future research," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    5. Prikshat, Verma & Islam, Mohammad & Patel, Parth & Malik, Ashish & Budhwar, Pawan & Gupta, Suraksha, 2023. "AI-Augmented HRM: Literature review and a proposed multilevel framework for future research," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    6. Premilla D’Cruz & Shuili Du & Ernesto Noronha & K. Praveen Parboteeah & Hannah Trittin-Ulbrich & Glen Whelan, 2022. "Technology, Megatrends and Work: Thoughts on the Future of Business Ethics," Journal of Business Ethics, Springer, vol. 180(3), pages 879-902, October.
    7. Henrik Skaug Sætra, 2023. "The AI ESG protocol: Evaluating and disclosing the environment, social, and governance implications of artificial intelligence capabilities, assets, and activities," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 1027-1037, April.
    8. Stock-Homburg, Ruth & Kirchhoff, Jérôme & Heinisch, Judith S. & Ebert, Andreas & Busch, Philip & Rawal, Niyati & David, Klaus & Wendt, Janine & Spiecker gen. Döhmann, Indra & Stryk, Oskar von & Hannig, 2022. "Responsible Human-Robot Interaction with Anthropomorphic Service Robots: State of the Art of an Interdisciplinary Research Challenge," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 130084, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    9. Shuili Du & Assaad El Akremi & Ming Jia, 2023. "Quantitative Research on Corporate Social Responsibility: A Quest for Relevance and Rigor in a Quickly Evolving, Turbulent World," Journal of Business Ethics, Springer, vol. 187(1), pages 1-15, September.
    10. Rodney Duffett & Rodica Milena Zaharia & Tudor Edu & Raluca Constantinescu & Costel Negricea, 2024. "Exploring the Antecedents of Artificial Intelligence Products’ Usage. The Case of Business Students," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(65), pages 106-106, February.
    11. Philippe Funk, 2022. "Artificial Intelligence And Cybersecurity Implications For Business Management," Economy & Business Journal, International Scientific Publications, Bulgaria, vol. 16(1), pages 252-261.
    12. Zhu, Tengteng & Lin, Zhibin & Liu, Xin, 2023. "The future is now? Consumers' paradoxical expectations of human-like service robots," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    13. Dominik M. Piehlmaier, 2022. "Overconfidence and the adoption of robo-advice: why overconfident investors drive the expansion of automated financial advice," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-24, December.
    14. Volkmar, Gioia & Fischer, Peter M. & Reinecke, Sven, 2022. "Artificial Intelligence and Machine Learning: Exploring drivers, barriers, and future developments in marketing management," Journal of Business Research, Elsevier, vol. 149(C), pages 599-614.
    15. Kim, Yaeri & Seok, Junhee & Roh, Taewoo, 2023. "The linkage between quality of information systems and the impact of trust-based privacy on behavioral outcomes in unmanned convenience store: Moderating effect of gender and experience," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    16. Chen, Xun-Qi & Ma, Chao-Qun & Ren, Yi-Shuai & Lei, Yu-Tian & Huynh, Ngoc Quang Anh & Narayan, Seema, 2023. "Explainable artificial intelligence in finance: A bibliometric review," Finance Research Letters, Elsevier, vol. 56(C).
    17. Zhang, Yaqiong & Wang, Shifu, 2023. "The influence of anthropomorphic appearance of artificial intelligence products on consumer behavior and brand evaluation under different product types," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    18. Nitya Singh & Paul Hong, 2023. "CSR, Risk Management Practices, and Performance Outcomes: An Empirical Investigation of Firms in Different Industries," JRFM, MDPI, vol. 16(2), pages 1-20, January.
    19. Huang, Xiaozhi & Wu, Xitong & Cao, Xin & Wu, Jifei, 2023. "The effect of medical artificial intelligence innovation locus on consumer adoption of new products," Technological Forecasting and Social Change, Elsevier, vol. 197(C).

    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. Slepchuk, Alec N. & Milne, George R. & Swani, Kunal, 2022. "Overcoming privacy concerns in consumers’ use of health information technologies: A justice framework," Journal of Business Research, Elsevier, vol. 141(C), pages 782-793.
    2. Alfredo Flores-Hernández & Ana Olavarría-Jaraba & Guadalupe Valera-Blanes & Rosario Vázquez-Carrasco, 2020. "Sustainability and Branding in Retail: A Model of Chain of Effects," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    3. H. Li & A. Nill, 2020. "Online Behavioral Targeting: Are Knowledgeable Consumers Willing to Sell Their Privacy?," Journal of Consumer Policy, Springer, vol. 43(4), pages 723-745, December.
    4. Pizzi, Gabriele & Scarpi, Daniele, 2020. "Privacy threats with retail technologies: A consumer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    5. Yong Liu & Qian Xu & Zhi‐yang Liu, 2020. "A coordination mechanism through value‐added profit distribution in a supply chain considering corporate social responsibility," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 586-598, June.
    6. Hanane Thamik & Jiang Wu, 2022. "The Impact of Artificial Intelligence on Sustainable Development in Electronic Markets," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
    7. François Maon & Valérie Swaen & Kenneth de Roeck, 2021. "Coporate branding and corporate social responsibility: Toward a multi-stakeholder interpretive perspective," Post-Print hal-03275858, HAL.
    8. Seunghee Im & Yang Woon Chung & Ji Yeon Yang, 2016. "Employees’ Participation in Corporate Social Responsibility and Organizational Outcomes: The Moderating Role of Person–CSR Fit," Sustainability, MDPI, vol. 9(1), pages 1-14, December.
    9. Cheah, Jun-Hwa & Lim, Xin-Jean & Ting, Hiram & Liu, Yide & Quach, Sara, 2022. "Are privacy concerns still relevant? Revisiting consumer behaviour in omnichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    10. Lucia-Palacios, Laura & Pérez-López, Raúl, 2021. "Effects of Home Voice Assistants' Autonomy on Instrusiveness and Usefulness: Direct, Indirect, and Moderating Effects of Interactivity," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 41-54.
    11. Palos-Sanchez, Pedro & Saura, Jose Ramon & Martin-Velicia, Felix, 2019. "A study of the effects of programmatic advertising on users' concerns about privacy overtime," Journal of Business Research, Elsevier, vol. 96(C), pages 61-72.
    12. Paolo Franco, 2023. "Older consumers and technology: A critical systematic literature review," AMS Review, Springer;Academy of Marketing Science, vol. 13(1), pages 92-121, June.
    13. Antonia Bralic & Mario Jadric & Maja Cukusic, 2014. "Factors Associated With Static-Price Online Group Buying," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 23(1), pages 65-84, june.
    14. Xuequn Wang & Mina Tajvidi & Xiaolin Lin & Nick Hajli, 2020. "Towards an Ethical and Trustworthy Social Commerce Community for Brand Value Co-creation: A trust-Commitment Perspective," Journal of Business Ethics, Springer, vol. 167(1), pages 137-152, November.
    15. Söderlund, Magnus, 2020. "Employee encouragement of self-disclosure in the service encounter and its impact on customer satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    16. Kirsten Martin, 2012. "Diminished or Just Different? A Factorial Vignette Study of Privacy as a Social Contract," Journal of Business Ethics, Springer, vol. 111(4), pages 519-539, December.
    17. Weiyin Hong & Frank K. Y. Chan & James Y. L. Thong, 2021. "Drivers and Inhibitors of Internet Privacy Concern: A Multidimensional Development Theory Perspective," Journal of Business Ethics, Springer, vol. 168(3), pages 539-564, January.
    18. Hung-Pin Shih & Wuqiang Liu, 2023. "Beyond the trade-offs on Facebook: the underlying mechanisms of privacy choices," Information Systems and e-Business Management, Springer, vol. 21(2), pages 353-387, June.
    19. Munten, Pauline & Vanhamme, Joëlle & Maon, François & Swaen, Valérie & Lindgreen, Adam, 2021. "Addressing tensions in coopetition for sustainable innovation: Insights from the automotive industry," Journal of Business Research, Elsevier, vol. 136(C), pages 10-20.
    20. Preechaya Chavalittumrong & Mark Speece, 2022. "Three-Pillar Sustainability and Brand Image: A Qualitative Investigation in Thailand’s Household Durables Industry," Sustainability, MDPI, vol. 14(18), pages 1-22, September.

    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:eee:jbrese:v:129:y:2021:i:c:p:961-974. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    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.