IDEAS home Printed from https://ideas.repec.org/a/bla/bstrat/v33y2024i5p3749-3768.html
   My bibliography  Save this article

Exploring enablers and inhibitors of AI‐enabled drones for manufacturing process audits: A mixed‐method approach

Author

Listed:
  • Amit Shankar
  • Abhishek Behl
  • Vijay Pereira
  • Meena Chavan
  • Francesco Chirico

Abstract

The objective of this study is to explore the enablers and inhibitors of AI‐enabled drone adoption for manufacturing process audit using a mixed‐method design. A qualitative study was performed to explore the enablers and inhibitors. Further, based on the findings of the qualitative studies, a framework was proposed, and proposed hypotheses were examined using a survey‐based study. The results indicated that function, environmental, and epistemic values are major enablers, whereas vulnerability and sunk cost barriers are major inhibitors to adoption intention. The initial trust and inertia were crucial mediators, and organizations' technological innovativeness played a crucial moderating role. This study enriches the literature on technological adoption for sustainability and helps audit service providers design strategies to enhance AI‐enabled drone adoption for process audits.

Suggested Citation

  • Amit Shankar & Abhishek Behl & Vijay Pereira & Meena Chavan & Francesco Chirico, 2024. "Exploring enablers and inhibitors of AI‐enabled drones for manufacturing process audits: A mixed‐method approach," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3749-3768, July.
    • Handle: RePEc:bla:bstrat:v:33:y:2024:i:5:p:3749-3768
    DOI: 10.1002/bse.3679
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/bse.3679
    Download Restriction: no
    File URL: https://libkey.io/10.1002/bse.3679?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
    ---><---

    References listed on IDEAS

    as
    1. S. Arunachalam & S. Cem Bahadir & Sundar G. Bharadwaj & Rodrigo Guesalaga, 2020. "New product introductions for low-income consumers in emerging markets," Journal of the Academy of Marketing Science, Springer, vol. 48(5), pages 914-940, September.
    2. Vinoi, Nivin & Shankar, Amit & Khalil, Ashraf & Mehrotra, Ankit & Kumar, Jitender, 2024. "Holding on to your memories: Factors influencing social media hoarding behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    3. Arghya Ray & Pradip Kumar Bala & Yogesh K. Dwivedi, 2022. "Exploring barriers affecting eLearning usage intentions: an NLP-based multi-method approach," Behaviour and Information Technology, Taylor & Francis Journals, vol. 41(5), pages 1002-1018, April.
    4. Kumar, Aman & Shankar, Amit & Nayal, Preeti, 2024. "Metaverse is not my cup of tea! An investigation into how personality traits shape metaverse usage intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    5. Christian Homburg & Danijel Jozić & Christina Kuehnl, 2017. "Customer experience management: toward implementing an evolving marketing concept," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 377-401, May.
    6. Adapa, Sujana & Fazal-e-Hasan, Syed Muhammad & Makam, Sathyaprakash Balaji & Azeem, Muhammad Masood & Mortimer, Gary, 2020. "Examining the antecedents and consequences of perceived shopping value through smart retail technology," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    7. Mamidala, Vasanthi & Kumari, Pooja, 2023. "Investigating herding severity in different NFT categories," Finance Research Letters, Elsevier, vol. 58(PB).
    8. Behl, Abhishek & Jayawardena, Nirma & Nigam, Achint & Pereira, Vijay & Shankar, Amit & Jebarajakirthy, Charles, 2023. "Investigating the revised international marketing strategies during COVID-19 based on resources and capabilities of the firms: A mixed method approach," Journal of Business Research, Elsevier, vol. 158(C).
    9. Pooja Kumari, 2022. "Impact of Interactivity on Bookkeeping Application Adoption Intention in the New Normal: A Consumption Values Perspective," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 20(2), pages 1-17, April.
    10. Chiang, Wen-Chyuan & Li, Yuyu & Shang, Jennifer & Urban, Timothy L., 2019. "Impact of drone delivery on sustainability and cost: Realizing the UAV potential through vehicle routing optimization," Applied Energy, Elsevier, vol. 242(C), pages 1164-1175.
    11. Sheth, Jagdish N. & Newman, Bruce I. & Gross, Barbara L., 1991. "Why we buy what we buy: A theory of consumption values," Journal of Business Research, Elsevier, vol. 22(2), pages 159-170, March.
    12. Kaur, Puneet & Dhir, Amandeep & Singh, Naveen & Sahu, Ganesh & Almotairi, Mohammad, 2020. "An innovation resistance theory perspective on mobile payment solutions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    Full references (including those not matched with items on IDEAS)

    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. Untung Rahardja & Tanaporn Hongsuchon & Taqwa Hariguna & Athapol Ruangkanjanases, 2021. "Understanding Impact Sustainable Intention of S-Commerce Activities: The Role of Customer Experiences, Perceived Value, and Mediation of Relationship Quality," Sustainability, MDPI, vol. 13(20), pages 1-20, October.
    2. Rohit, Kumar & Shankar, Amit & Katiyar, Gagan & Mehrotra, Ankit & Alzeiby, Ebtesam Abdullah, 2024. "Consumer engagement in chatbots and voicebots. A multiple-experiment approach in online retailing context," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    3. Chakraborty, Debarun & Siddiqui, Aaliyah & Siddiqui, Mujahid & Rana, Nripendra P. & Dash, Ganesh, 2022. "Mobile payment apps filling value gaps: Integrating consumption values with initial trust and customer involvement," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    4. Dash, Ganesh & Sharma, Kiran & Yadav, Neha, 2023. "The diffusion of mobile payments: Profiling the adopters and non-adopters, Roger's way," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    5. Takumi Kato, 2021. "Synergistic effect of matching corporate and product brand images on purchase intentions: Comparing the importance of functional and emotional value," Journal of Brand Management, Palgrave Macmillan, vol. 28(6), pages 671-684, November.
    6. Markus Blut & Cheng Wang, 2020. "Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage," Journal of the Academy of Marketing Science, Springer, vol. 48(4), pages 649-669, July.
    7. Kumari, Pooja & Shankar, Amit & Behl, Abhishek & Pereira, Vijay & Yahiaoui, Dorra & Laker, Benjamin & Gupta, Brij B. & Arya, Varsha, 2024. "Investigating the barriers towards adoption and implementation of open innovation in healthcare," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    8. Saarijärvi, Hannu & Mitronen, Lasse & Yrjölä, Mika, 2014. "From selling to supporting – Leveraging mobile services in the context of food retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 21(1), pages 26-36.
    9. Pengji Wang & Adrian T. H. Kuah & Qinye Lu & Caroline Wong & K. Thirumaran & Emmanuel Adegbite & Wesley Kendall, 2021. "The impact of value perceptions on purchase intention of sustainable luxury brands in China and the UK," Journal of Brand Management, Palgrave Macmillan, vol. 28(3), pages 325-346, May.
    10. Terason Sid, 2021. "Predicting Sports Facility Revisit Intentions Based on Experience and Mediating Effects of Perceived Value," Polish Journal of Sport and Tourism, Sciendo, vol. 28(3), pages 35-41, September.
    11. Debora Bettiga & Lucio Lamberti & Emanuele Lettieri, 2020. "Individuals’ adoption of smart technologies for preventive health care: a structural equation modeling approach," Health Care Management Science, Springer, vol. 23(2), pages 203-214, June.
    12. Jacek Buko & Marek Bulsa & Adam Makowski, 2022. "Spatial Premises and Key Conditions for the Use of UAVs for Delivery of Items on the Example of the Polish Courier and Postal Services Market," Energies, MDPI, vol. 15(4), pages 1-17, February.
    13. Morais, Ana Catarina & Ishida, Akira & Matsuda, Ruriko, 2024. "Ethical food consumption drivers in Japan. A S–O-R framework application using PLS-SEM with a MGA assessment based on clustering," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    14. Neringa Ivanauskiene & Vilte Auruškeviciene & Vida Skudiene & Sarunas Nedzinskas, 2012. "Customer perceptions of value: case of retail banking," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 3(1).
    15. Jebarajakirthy, Charles & Shankar, Amit, 2021. "Impact of online convenience on mobile banking adoption intention: A moderated mediation approach," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    16. Jin, Ting & Prentice, Catherine & Shao, Wei, 2021. "Identifying antecedent conditions for luxury brand purchase," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    17. Jinzhi Zou & Khairul Manami Kamarudin & Jing Liu & Jiaqi Zhang, 2024. "Towards Sustainable Mobility: Determinants of Intention to Purchase Used Electric Vehicles in China," Sustainability, MDPI, vol. 16(19), pages 1-20, October.
    18. Yichen Lu & Chao Yang & Jun Yang, 2022. "A multi-objective humanitarian pickup and delivery vehicle routing problem with drones," Annals of Operations Research, Springer, vol. 319(1), pages 291-353, December.
    19. Chen, Chia-Chen & Chang, Chin-Hsuan & Hsiao, Kuo-Lun, 2022. "Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    20. Le Liu & Yinyun Yan & Xin Tian & Zuoliang Jiang, 2024. "Impact of Text and Image Information on Community Group Buying Performance: Empirical Evidence from Convenience Chain Stores," Sustainability, MDPI, vol. 16(11), pages 1-14, May.

    More about this item

    Statistics

    Access and download statistics

    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:bla:bstrat:v:33:y:2024:i:5:p:3749-3768. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-0836 .

    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.