IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v70y2022ics0160791x22001580.html
   My bibliography  Save this article

Let me drive you! The effect of change seeking and behavioral control in the Artificial Intelligence-based self-driving cars

Author

Listed:
  • Sestino, Andrea
  • Peluso, Alessandro M.
  • Amatulli, Cesare
  • Guido, Gianluigi

Abstract

This paper investigates the roles of product intelligence, change seeking, and behavioral control in determining consumers’ intention to use Artificial Intelligence-based self-driving cars. In an experimental study conducted with a sample of 343 respondents, we show that consumers might feel more in control when driving such cars, and such an increased sense of behavioral control, in turn, is associated with an increased intention to use them. This likely happens because such vehicles are perceived as intelligent entities that allow drivers to personalize their driving experiences. However, this effect is significant only among individuals with a greater change seeking tendency, who thus are more inclined to try new experiences.

Suggested Citation

  • Sestino, Andrea & Peluso, Alessandro M. & Amatulli, Cesare & Guido, Gianluigi, 2022. "Let me drive you! The effect of change seeking and behavioral control in the Artificial Intelligence-based self-driving cars," Technology in Society, Elsevier, vol. 70(C).
  • Handle: RePEc:eee:teinso:v:70:y:2022:i:c:s0160791x22001580
    DOI: 10.1016/j.techsoc.2022.102017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X22001580
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2022.102017?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. Jacob Goldenberg & Donald R. Lehmann & David Mazursky, 2001. "The Idea Itself and the Circumstances of Its Emergence as Predictors of New Product Success," Management Science, INFORMS, vol. 47(1), pages 69-84, January.
    2. David Dubois & Ena Inesi & Simona Botti & Derek D. Rucker & Adam D. Galinsky, 2011. "Power and Choice: Their Dynamic Interplay in Quenching the Thirst for Personal Control," Post-Print hal-00696608, HAL.
    3. Hohenberger, Christoph & Spörrle, Matthias & Welpe, Isabell M., 2016. "How and why do men and women differ in their willingness to use automated cars? The influence of emotions across different age groups," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 374-385.
    4. Sestino, Andrea & Prete, Maria Irene & Piper, Luigi & Guido, Gianluigi, 2020. "Internet of Things and Big Data as enablers for business digitalization strategies," Technovation, Elsevier, vol. 98(C).
    5. Marlous Blankesteijn & Frank De Jong & Bart Bossink, 2019. "Closed-open innovation strategy for autonomous vehicle development," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 19(1/2), pages 74-103.
    6. Patrick van Esch & Yuanyuan (Gina) Cui, 2021. "Does Consumer Promiscuity Influence Purchase Intent? The Role of Artificial Intelligence (AI), Change Seeking, and Pride," Journal of the Association for Consumer Research, University of Chicago Press, vol. 6(3), pages 394-401.
    7. Skeete, Jean-Paul, 2018. "Level 5 autonomy: The new face of disruption in road transport," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 22-34.
    8. Keisha M. Cutright & Adriana Samper, 2014. "Doing It the Hard Way: How Low Control Drives Preferences for High-Effort Products and Services," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(3), pages 730-745.
    9. 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.
    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. Marina Van Geenhuizen & Peter Nijkamp, 2003. "Coping with uncertainty: an expedition into the field of new transport technology," Transportation Planning and Technology, Taylor & Francis Journals, vol. 26(6), pages 449-467, December.
    12. Jung, Yoonhyuk & Park, Jonghwa, 2018. "An investigation of relationships among privacy concerns, affective responses, and coping behaviors in location-based services," International Journal of Information Management, Elsevier, vol. 43(C), pages 15-24.
    13. Weina Qu & Hongli Sun & Yan Ge, 2021. "The effects of trait anxiety and the big five personality traits on self-driving car acceptance," Transportation, Springer, vol. 48(5), pages 2663-2679, October.
    14. Peluso, Alessandro M. & Bonezzi, Andrea & De Angelis, Matteo & Rucker, Derek D., 2017. "Compensatory word of mouth: Advice as a device to restore control," International Journal of Research in Marketing, Elsevier, vol. 34(2), pages 499-515.
    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. Mamak, Kamil & Glanc, Jadwiga, 2022. "Problems with the prospective connected autonomous vehicles regulation: Finding a fair balance versus the instinct for self-preservation," Technology in Society, Elsevier, vol. 71(C).
    2. Li, Sixian & Peluso, Alessandro M. & Duan, Jinyun, 2023. "Why do we prefer humans to artificial intelligence in telemarketing? A mind perception explanation," Journal of Retailing and Consumer Services, Elsevier, vol. 70(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. Plantec, Quentin & Deval, Marie-Alix & Hooge, Sophie & Weil, Benoit, 2023. "Big data as an exploration trigger or problem-solving patch: Design and integration of AI-embedded systems in the automotive industry," Technovation, Elsevier, vol. 124(C).
    2. Wu, Linwan, 2019. "Website interactivity may compensate for consumers’ reduced control in E-Commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 253-266.
    3. Andreja Pucihar & Iztok Zajc & Radovan Sernec & Gregor Lenart, 2019. "Living Lab as an Ecosystem for Development, Demonstration and Assessment of Autonomous Mobility Solutions," Sustainability, MDPI, vol. 11(15), pages 1-21, July.
    4. Guo, Wenshan & Luo, Qiangqiang, 2023. "Investigating the impact of intelligent personal assistants on the purchase intentions of Generation Z consumers: The moderating role of brand credibility," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    5. Joshua T Beck & Ryan Rahinel & Alexander Bleier & Simona Botti & Darren W Dahl & J Jeffrey Inman, 2020. "Company Worth Keeping: Personal Control and Preferences for Brand Leaders [Measuring Brand Equity across Products and Markets]," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 46(5), pages 871-886.
    6. Penmetsa, Praveena & Adanu, Emmanuel Kofi & Wood, Dustin & Wang, Teng & Jones, Steven L., 2019. "Perceptions and expectations of autonomous vehicles – A snapshot of vulnerable road user opinion," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 9-13.
    7. Peluso, Alessandro M. & Bonezzi, Andrea & De Angelis, Matteo & Rucker, Derek D., 2017. "Compensatory word of mouth: Advice as a device to restore control," International Journal of Research in Marketing, Elsevier, vol. 34(2), pages 499-515.
    8. Kang, Weiyao & Shao, Bingjia, 2023. "The impact of voice assistants’ intelligent attributes on consumer well-being: Findings from PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    9. Leonhardt, James M. & Pechmann, Cornelia, 2021. "Is this product easy to control? Liabilities of using difficult-to-pronounce product names," Organizational Behavior and Human Decision Processes, Elsevier, vol. 165(C), pages 90-102.
    10. Jia, Yanli & Wyer, Robert S., 2022. "The effect of control deprivation on consumers’ adoption of no-pain, no-gain principle," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 678-698.
    11. Caroline Ardelet & Nathalie Veg-Sala & Alain Goudey & Marie Haikel-Elsabeh, 2017. "Between fear and desire for smart products: toward an understanding of consumers ambivalence [Entre crainte et désir pour les objets connectés : comprendre l'ambivalence des consommateurs]," Post-Print hal-01570286, HAL.
    12. Yavas, Volkan & Yavaş Tez, Özge, 2023. "Consumer intention over upcoming utopia: Urban air mobility," Journal of Air Transport Management, Elsevier, vol. 107(C).
    13. Thomas P. Novak & Donna L. Hoffman, 2019. "Relationship journeys in the internet of things: a new framework for understanding interactions between consumers and smart objects," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 216-237, March.
    14. Dubey, Subodh & Sharma, Ishant & Mishra, Sabyasachee & Cats, Oded & Bansal, Prateek, 2022. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 165(C), pages 63-95.
    15. Petschnig, Martin & Heidenreich, Sven & Spieth, Patrick, 2014. "Innovative alternatives take action – Investigating determinants of alternative fuel vehicle adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 68-83.
    16. Gielens, Katrijn & Steenkamp, Jan-Benedict E.M., 2019. "Branding in the era of digital (dis)intermediation," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 367-384.
    17. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    18. Videsh Desingh & Baskaran R, 2022. "Internet of Things adoption barriers in the Indian healthcare supply chain: An ISM‐fuzzy MICMAC approach," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(1), pages 318-351, January.
    19. Philp, Matthew & Ashworth, Laurence, 2020. "I should have known better!: When firm-caused failure leads to self-image concerns and reduces negative word-of-mouth," Journal of Business Research, Elsevier, vol. 116(C), pages 283-293.
    20. Abigail B. Schneider & Bridget Leonard, 2022. "From anxiety to control: Mask‐wearing, perceived marketplace influence, and emotional well‐being during the COVID‐19 pandemic," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(1), pages 97-119, March.

    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:teinso:v:70:y:2022:i:c:s0160791x22001580. 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: https://www.journals.elsevier.com/technology-in-society .

    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.