IDEAS home Printed from https://ideas.repec.org/a/spr/ijmark/v2021y2021i1d10.1007_s43039-021-00020-1.html
   My bibliography  Save this article

The role of attitude toward chatbots and privacy concern on the relationship between attitude toward mobile advertising and behavioral intent to use chatbots

Author

Listed:
  • Lucrezia Maria Cosmo

    (University of Bari “Aldo Moro”)

  • Luigi Piper

    (University of Bari “Aldo Moro”)

  • Arianna Vittorio

    (University of Bari “Aldo Moro”)

Abstract

Chatbots are technological tools equipped with artificial intelligence that allow companies to interact with their consumers. Through their computers or mobile devices, consumers can use this technology to search for information, make purchases or request after-sales services. This study aims to identify the role of attitude toward chatbots and privacy concern in the relationship between attitude toward mobile advertising and behavioral intent to use chatbots. After reviewing the literature, the study proposes a moderated mediation model. Through a survey, the study shows that attitude toward mobile advertising does not have a direct effect on the behavioral intent to use chatbot, but is rather mediated by one’s attitude toward chatbots. In fact, the interactivity is unidirectional in the case of mobile advertising (from the company to the consumer), but bidirectional in the case of chatbots (in which consumers have an active role in communication). In line with these assumptions, the data analysis shows that internet privacy concerns only negatively moderate the relationship between attitude toward chatbots and behavioral intent to use this technology. These results can be useful for companies and researchers in terms of developing and testing new digital marketing strategies. The paper concludes with a discussion of the results’ theoretical and managerial implications.

Suggested Citation

  • Lucrezia Maria Cosmo & Luigi Piper & Arianna Vittorio, 2021. "The role of attitude toward chatbots and privacy concern on the relationship between attitude toward mobile advertising and behavioral intent to use chatbots," Italian Journal of Marketing, Springer, vol. 2021(1), pages 83-102, June.
  • Handle: RePEc:spr:ijmark:v:2021:y:2021:i:1:d:10.1007_s43039-021-00020-1
    DOI: 10.1007/s43039-021-00020-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s43039-021-00020-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s43039-021-00020-1?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. Martínez-Román, Juan A. & Gamero, Javier & Tamayo, Juan A. & Delgado-González, Loreto, 2020. "Empirical analysis of organizational archetypes based on generation and adoption of knowledge and technologies," Technovation, Elsevier, vol. 96.
    2. Anindya Ghose & Sang Pil Han, 2011. "An Empirical Analysis of User Content Generation and Usage Behavior on the Mobile Internet," Management Science, INFORMS, vol. 57(9), pages 1671-1691, September.
    3. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    4. Sultan, Fareena & Rohm, Andrew J. & Gao, Tao (Tony), 2009. "Factors Influencing Consumer Acceptance of Mobile Marketing: A Two-Country Study of Youth Markets," Journal of Interactive Marketing, Elsevier, vol. 23(4), pages 308-320.
    5. Ha, Sejin & Stoel, Leslie, 2009. "Consumer e-shopping acceptance: Antecedents in a technology acceptance model," Journal of Business Research, Elsevier, vol. 62(5), pages 565-571, May.
    6. Tuck Siong Chung & Michel Wedel & Roland T. Rust, 2016. "Adaptive personalization using social networks," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 66-87, January.
    7. Grewal, Dhruv & Bart, Yakov & Spann, Martin & Zubcsek, Peter Pal, 2016. "Mobile Advertising: A Framework and Research Agenda," Journal of Interactive Marketing, Elsevier, vol. 34(C), pages 3-14.
    8. 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).
    9. Dacko, Scott G., 2017. "Enabling smart retail settings via mobile augmented reality shopping apps," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 243-256.
    10. Rohm, Andrew J. & Gao, Tao (Tony) & Sultan, Fareena & Pagani, Margherita, 2012. "Brand in the hand: A cross-market investigation of consumer acceptance of mobile marketing," Business Horizons, Elsevier, vol. 55(5), pages 485-493.
    11. Shankar, Venkatesh & Balasubramanian, Sridhar, 2009. "Mobile Marketing: A Synthesis and Prognosis," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 118-129.
    12. Moon, Youngme, 2000. "Intimate Exchanges: Using Computers to Elicit Self-Disclosure from Consumers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(4), pages 323-339, March.
    13. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    14. Janice Y. Tsai & Serge Egelman & Lorrie Cranor & Alessandro Acquisti, 2011. "The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study," Information Systems Research, INFORMS, vol. 22(2), pages 254-268, June.
    15. Eastlick, Mary Ann & Lotz, Sherry L. & Warrington, Patricia, 2006. "Understanding online B-to-C relationships: An integrated model of privacy concerns, trust, and commitment," Journal of Business Research, Elsevier, vol. 59(8), pages 877-886, August.
    16. 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.
    17. Andrew J. Rohm & Tao Tony Gao & Fareena Sultan & Margherita Pagani, 2012. "Brand in the hand : A cross-market investigation of consumer acceptance of mobile marketing," Post-Print hal-02313089, HAL.
    18. V. Kumar & Ashutosh Dixit & Rajshekar (Raj) G. Javalgi & Mayukh Dass, 2016. "Research framework, strategies, and applications of intelligent agent technologies (IATs) in marketing," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 24-45, January.
    19. Shankar, Venkatesh & Kleijnen, Mirella & Ramanathan, Suresh & Rizley, Ross & Holland, Steve & Morrissey, Shawn, 2016. "Mobile Shopper Marketing: Key Issues, Current Insights, and Future Research Avenues," Journal of Interactive Marketing, Elsevier, vol. 34(C), pages 37-48.
    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. Taoufiq Dadouch & Bouchra Bennani & Malika Haoucha, 2023. "Consumer Acceptance of Mobile Shopping Apps, From Basic Apps to AI-Conversational Apps: A Literature Review," Post-Print hal-04194657, HAL.
    2. Ahmad M. Alghamdi & Salvatore Flavio Pileggi & Osama Sohaib, 2023. "Social Media Analysis to Enhance Sustainable Knowledge Management: A Concise Literature Review," Sustainability, MDPI, vol. 15(13), pages 1-30, June.
    3. Andrea Mauro & Andrea Sestino & Andrea Bacconi, 2022. "Machine learning and artificial intelligence use in marketing: a general taxonomy," Italian Journal of Marketing, Springer, vol. 2022(4), pages 439-457, December.
    4. James Lappeman & Siddeeqah Marlie & Tamryn Johnson & Sloane Poggenpoel, 2023. "Trust and digital privacy: willingness to disclose personal information to banking chatbot services," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(2), pages 337-357, June.
    5. Baabdullah, Abdullah M. & Alalwan, Ali Abdallah & Algharabat, Raed S. & Metri, Bhimaraya & Rana, Nripendra P., 2022. "Virtual agents and flow experience: An empirical examination of AI-powered chatbots," Technological Forecasting and Social Change, Elsevier, vol. 181(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. Lara Stocchi & Naser Pourazad & Nina Michaelidou & Arry Tanusondjaja & Paul Harrigan, 2022. "Marketing research on Mobile apps: past, present and future," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 195-225, March.
    2. Javornik, Ana, 2016. "Augmented reality: Research agenda for studying the impact of its media characteristics on consumer behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 252-261.
    3. Cao, Lanlan & Liu, Xin & Cao, Wenbin, 2018. "The Effects of Search-Related and Purchase-Related Mobile App Additions on Retailers’ Shareholder Wealth: The Roles of Firm Size, Product Category, and Customer Segment," Journal of Retailing, Elsevier, vol. 94(4), pages 343-351.
    4. Scholz, Joachim & Duffy, Katherine, 2018. "We ARe at home: How augmented reality reshapes mobile marketing and consumer-brand relationships," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 11-23.
    5. Thomas Wozniak & Dorothea Schaffner & Katarina Stanoevska-Slabeva & Vera Lenz-Kesekamp, 2018. "Psychological antecedents of mobile consumer behaviour and implications for customer journeys in tourism," Information Technology & Tourism, Springer, vol. 18(1), pages 85-112, April.
    6. Ben Mimoun, Mohamed Slim & Lancelot Miltgen, Caroline & Slama, Boulbeba, 2022. "Is the shopper always the king/queen? Study of omnichannel retail technology use and shopping orientations," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    7. Tao Zhou, 2015. "Understanding user adoption of location-based services from a dual perspective of enablers and inhibitors," Information Systems Frontiers, Springer, vol. 17(2), pages 413-422, April.
    8. Siliang Tong & Xueming Luo & Bo Xu, 2020. "Personalized mobile marketing strategies," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 64-78, January.
    9. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    10. Salvador Angosto & Jerónimo García-Fernández & Irena Valantine & Moisés Grimaldi-Puyana, 2020. "The Intention to Use Fitness and Physical Activity Apps: A Systematic Review," Sustainability, MDPI, vol. 12(16), pages 1-25, August.
    11. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    12. Gao, Tao (Tony) & Rohm, Andrew J. & Sultan, Fareena & Pagani, Margherita, 2013. "Consumers un-tethered: A three-market empirical study of consumers' mobile marketing acceptance," Journal of Business Research, Elsevier, vol. 66(12), pages 2536-2544.
    13. Mauricio S. Featherman & Nick Hajli, 2016. "Self-Service Technologies and e-Services Risks in Social Commerce Era," Journal of Business Ethics, Springer, vol. 139(2), pages 251-269, December.
    14. Tim Hilken & Ko de Ruyter & Mathew Chylinski & Dominik Mahr & Debbie I. Keeling, 2017. "Augmenting the eye of the beholder: exploring the strategic potential of augmented reality to enhance online service experiences," Journal of the Academy of Marketing Science, Springer, vol. 45(6), pages 884-905, November.
    15. Alisa Frik & Luigi Mittone, 2016. "Factors Influencing the Perceived Websites' Privacy Trustworthiness and Users' Purchase Intentions," CEEL Working Papers 1609, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
    16. 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).
    17. Hofacker, Charles F. & de Ruyter, Ko & Lurie, Nicholas H. & Manchanda, Puneet & Donaldson, Jeff, 2016. "Gamification and Mobile Marketing Effectiveness," Journal of Interactive Marketing, Elsevier, vol. 34(C), pages 25-36.
    18. Lu, Chih-Cheng & Wu, Ing-Long & Hsiao, Wei-Hung, 2019. "Developing customer product loyalty through mobile advertising: Affective and cognitive perspectives," International Journal of Information Management, Elsevier, vol. 47(C), pages 101-111.
    19. 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.
    20. Roberto P. Q. Falcao & J. B. Ferreira & Murilo Carrazedo Marques da Costa Filho, 2019. "The influence of ubiquitous connectivity, trust, personality and generational effects on mobile tourism purchases," Information Technology & Tourism, Springer, vol. 21(4), pages 483-514, December.

    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:spr:ijmark:v:2021:y:2021:i:1:d:10.1007_s43039-021-00020-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.