IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v78y2024ics0160791x24001969.html
   My bibliography  Save this article

Embracing drones and the Internet of drones systems in manufacturing – An exploration of obstacles

Author

Listed:
  • Askerbekov, Dauren
  • Garza-Reyes, Jose Arturo
  • Roy Ghatak, Ranjit
  • Joshi, Rohit
  • Kandasamy, Jayakrishna
  • Luiz de Mattos Nascimento, Daniel

Abstract

The manufacturing sector attributes the growing prominence of Drones and the Internet of Drones (IoD) systems to their multifaceted utility in delivery, process monitoring, infrastructure inspection, inventory management, predictive maintenance, and safety inspections. Despite their potential benefits, adopting these technologies faces significant obstacles that need systematic identification and resolution. The current literature inadequately addresses the barriers impeding the adoption of Drones and IoD systems in manufacturing, indicating a research gap. This study bridges this gap by providing comprehensive insights and facilitating the organisational transition towards embracing Drone and IoD technologies. This research identifies 20 critical barriers to deploying Drones and IoD in manufacturing. These barriers are validated through a global quantitative survey of 120 Drone experts and analyzed via Exploratory Factor Analysis (EFA). EFA categorises these challenges into six distinct dimensions. Utilizing the Analytical Hierarchy Process (AHP), these dimensions and individual barriers are ranked, incorporating feedback from five Drone specialists. The study highlights ‘Safety and Human Resource Barriers’ and ‘Payload Capacity and Battery Barriers’ as the most predominant obstacles. Key concerns include limited battery life, explosion risks, and potential damage to assets and individuals. This research significantly advances the existing literature by presenting a practical methodology for categorising and prioritising Drone and IoD adoption barriers. Employing EFA and AHP offers a globally relevant framework for stakeholders to strategically address these challenges, advancing the integration of drones and IoD systems in the manufacturing domain.

Suggested Citation

  • Askerbekov, Dauren & Garza-Reyes, Jose Arturo & Roy Ghatak, Ranjit & Joshi, Rohit & Kandasamy, Jayakrishna & Luiz de Mattos Nascimento, Daniel, 2024. "Embracing drones and the Internet of drones systems in manufacturing – An exploration of obstacles," Technology in Society, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:teinso:v:78:y:2024:i:c:s0160791x24001969
    DOI: 10.1016/j.techsoc.2024.102648
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X24001969
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2024.102648?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. Raj, Alok & Dwivedi, Gourav & Sharma, Ankit & Lopes de Sousa Jabbour, Ana Beatriz & Rajak, Sonu, 2020. "Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective," International Journal of Production Economics, Elsevier, vol. 224(C).
    2. Moshref-Javadi, Mohammad & Lee, Seokcheon & Winkenbach, Matthias, 2020. "Design and evaluation of a multi-trip delivery model with truck and drones," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    3. Koshta, Nitin & Devi, Yashoda & Patra, Sabyasachi, 2021. "Aerial Bots in the Supply Chain: A New Ally to Combat COVID-19," Technology in Society, Elsevier, vol. 66(C).
    4. Luppicini, Rocci & So, Arthur, 2016. "A technoethical review of commercial drone use in the context of governance, ethics, and privacy," Technology in Society, Elsevier, vol. 46(C), pages 109-119.
    5. Puppala, Harish & Peddinti, Pranav R.T. & Tamvada, Jagannadha Pawan & Ahuja, Jaya & Kim, Byungmin, 2023. "Barriers to the adoption of new technologies in rural areas: The case of unmanned aerial vehicles for precision agriculture in India," Technology in Society, Elsevier, vol. 74(C).
    6. Aydin, Burchan, 2019. "Public acceptance of drones: Knowledge, attitudes, and practice," Technology in Society, Elsevier, vol. 59(C).
    7. Kitjacharoenchai, Patchara & Min, Byung-Cheol & Lee, Seokcheon, 2020. "Two echelon vehicle routing problem with drones in last mile delivery," International Journal of Production Economics, Elsevier, vol. 225(C).
    8. Luthra, Sunil & Mangla, Sachin Kumar & Xu, Lei & Diabat, Ali, 2016. "Using AHP to evaluate barriers in adopting sustainable consumption and production initiatives in a supply chain," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 342-349.
    9. Rob Eisinga & Manfred Grotenhuis & Ben Pelzer, 2013. "The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(4), pages 637-642, August.
    10. Rao, Bharat & Gopi, Ashwin Goutham & Maione, Romana, 2016. "The societal impact of commercial drones," Technology in Society, Elsevier, vol. 45(C), pages 83-90.
    11. Chowdhury, Sudipta & Emelogu, Adindu & Marufuzzaman, Mohammad & Nurre, Sarah G. & Bian, Linkan, 2017. "Drones for disaster response and relief operations: A continuous approximation model," International Journal of Production Economics, Elsevier, vol. 188(C), pages 167-184.
    12. Fabio Borghetti & Claudia Caballini & Angela Carboni & Gaia Grossato & Roberto Maja & Benedetto Barabino, 2022. "The Use of Drones for Last-Mile Delivery: A Numerical Case Study in Milan, Italy," Sustainability, MDPI, vol. 14(3), pages 1-19, February.
    13. Ayamga, Matthew & Akaba, Selorm & Nyaaba, Albert Apotele, 2021. "Multifaceted applicability of drones: A review," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    14. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    15. Yaohan Shen & Xianhao Xu & Bipan Zou & Hongwei Wang, 2021. "Operating policies in multi-warehouse drone delivery systems," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 2140-2156, April.
    16. Wang, Ning & Mutzner, Nico & Blanchet, Karl, 2023. "Societal acceptance of urban drones: A scoping literature review," Technology in Society, Elsevier, vol. 75(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. Aditya Kamat & Saket Shanker & Akhilesh Barve & Kamalakanta Muduli & Sachin Kumar Mangla & Sunil Luthra, 2022. "Uncovering interrelationships between barriers to unmanned aerial vehicles in humanitarian logistics," Operations Management Research, Springer, vol. 15(3), pages 1134-1160, December.
    2. Vujičić, Miroslav D. & Kennell, James & Stankov, Uglješa & Gretzel, Ulrike & Vasiljević, Đorđije A. & Morrison, Alastair M., 2022. "Keeping up with the drones! Techno-social dimensions of tourist drone videography," Technology in Society, Elsevier, vol. 68(C).
    3. Nyaaba, Albert Apotele & Ayamga, Matthew, 2021. "Intricacies of medical drones in healthcare delivery: Implications for Africa," Technology in Society, Elsevier, vol. 66(C).
    4. Casiano Flores, Cesar & Tan, Evrim & Crompvoets, Joep, 2021. "Governance assessment of UAV implementation in Kenyan land administration system," Technology in Society, Elsevier, vol. 66(C).
    5. Merkert, Rico & Bushell, James, 2020. "Managing the drone revolution: A systematic literature review into the current use of airborne drones and future strategic directions for their effective control," Journal of Air Transport Management, Elsevier, vol. 89(C).
    6. Aliloo, Jamileh & Abbasi, Enayat & Karamidehkordi, Esmail & Ghanbari Parmehr, Ebadat & Canavari, Maurizio, 2024. "Dos and Don'ts of using drone technology in the crop fields," Technology in Society, Elsevier, vol. 76(C).
    7. Frederiksen, Marianne Harbo & Wolf, Patricia & Klotz, Ute, 2024. "Citizen visions of drone uses and impacts in 2057: Far-future insights for policy decision-makers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    8. Ghannouchi, Imen, 2023. "Examining the dynamic nexus between industry 4.0 technologies and sustainable economy: New insights from empirical evidence using GMM estimator across 20 OECD nations," Technology in Society, Elsevier, vol. 75(C).
    9. Chen, Enming & Zhou, Zhongbao & Li, Ruiyang & Chang, Zhongxiang & Shi, Jianmai, 2024. "The multi-fleet delivery problem combined with trucks, tricycles, and drones for last-mile logistics efficiency requirements under multiple budget constraints," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
    10. Sabino, Hullysses & Almeida, Rodrigo V.S. & Moraes, Lucas Baptista de & Silva, Walber Paschoal da & Guerra, Raphael & Malcher, Carlos & Passos, Diego & Passos, Fernanda G.O., 2022. "A systematic literature review on the main factors for public acceptance of drones," Technology in Society, Elsevier, vol. 71(C).
    11. Yu, Shaohua & Puchinger, Jakob & Sun, Shudong, 2024. "Electric van-based robot deliveries with en-route charging," European Journal of Operational Research, Elsevier, vol. 317(3), pages 806-826.
    12. Zhao, Lei & Bi, Xinhua & Li, Gendao & Dong, Zhaohui & Xiao, Ni & Zhao, Anni, 2022. "Robust traveling salesman problem with multiple drones: Parcel delivery under uncertain navigation environments," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
    13. Mohammadreza Akbari & John L. Hopkins, 2022. "Digital technologies as enablers of supply chain sustainability in an emerging economy," Operations Management Research, Springer, vol. 15(3), pages 689-710, December.
    14. Anania, Emily C. & Rice, Stephen & Pierce, Matthew & Winter, Scott R. & Capps, John & Walters, Nathan W. & Milner, Mattie N., 2019. "Public support for police drone missions depends on political affiliation and neighborhood demographics," Technology in Society, Elsevier, vol. 57(C), pages 95-103.
    15. Osakwe, Christian Nedu & Hudik, Marek & Říha, David & Stros, Michael & Ramayah, T., 2022. "Critical factors characterizing consumers’ intentions to use drones for last-mile delivery: Does delivery risk matter?," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    16. Amine Masmoudi, M. & Mancini, Simona & Baldacci, Roberto & Kuo, Yong-Hong, 2022. "Vehicle routing problems with drones equipped with multi-package payload compartments," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    17. Nelson, Jake & Gorichanaz, Tim, 2019. "Trust as an ethical value in emerging technology governance: The case of drone regulation," Technology in Society, Elsevier, vol. 59(C).
    18. Madani, Batool & Ndiaye, Malick & Salhi, Said, 2024. "Hybrid truck-drone delivery system with multi-visits and multi-launch and retrieval locations: Mathematical model and adaptive variable neighborhood search with neighborhood categorization," European Journal of Operational Research, Elsevier, vol. 316(1), pages 100-125.
    19. Guilherme Luz Tortorella & Flavio S. Fogliatto & Michel J. Anzanello & Alejandro Mac Cawley Vergara & Roberto Vassolo & Jose Arturo Garza-Reyes, 2023. "Modeling the impact of industry 4.0 base technologies on the development of organizational learning capabilities," Operations Management Research, Springer, vol. 16(3), pages 1091-1104, September.
    20. Lee, Dasom & Hess, David J. & Heldeweg, Michiel A., 2022. "Safety and privacy regulations for unmanned aerial vehicles: A multiple comparative analysis," Technology in Society, Elsevier, vol. 71(C).

    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:78:y:2024:i:c:s0160791x24001969. 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.