IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v97y2021ics0969699721001253.html
   My bibliography  Save this article

A quantum-inspired model for human-automation trust in air traffic controllers derived from functional Magnetic Resonance Imaging and correlated with behavioural indicators

Author

Listed:
  • Pushparaj, Kiranraj
  • Ky, Gregoire
  • Ayeni, Alvin J.
  • Alam, Sameer
  • Duong, Vu N.

Abstract

Steady growth in air traffic has resulted in a greater prevalence in automation aids as far as the field of Air Traffic Management is concerned. This has ensued in human factors, particularly trust becoming an essential point of consideration in Air Traffic Controller (ATCO)-automation teams. An undertaking to better embody trust behaviours in ATCOs was attempted by coalescing two schools of thought on trust using the principles of superposition and complementarity from quantum mechanics. This model was further refined with behavioural indicators from the experiment. Brain imaging verification of this synchronised coexistence of both philosophies was established with the use of functional Magnetic Resonance Imaging (fMRI) data, where ATCOs were given conflict detection tasks with the aid of ATS-CAP software that was able to generate credible flight plans with visible waypoints and airports. Data from self-reported questionnaires have been useful in building generalised models of trust. However, the robustness of the model that has been proposed in this paper is higher than generalised models because of the utilisation of unbiased data to represent specifically ATCO trusting behaviour under uncertainty. This is an improvement on current models that are also context-dependent and based on subjective data.

Suggested Citation

  • Pushparaj, Kiranraj & Ky, Gregoire & Ayeni, Alvin J. & Alam, Sameer & Duong, Vu N., 2021. "A quantum-inspired model for human-automation trust in air traffic controllers derived from functional Magnetic Resonance Imaging and correlated with behavioural indicators," Journal of Air Transport Management, Elsevier, vol. 97(C).
    • Handle: RePEc:eee:jaitra:v:97:y:2021:i:c:s0969699721001253
    DOI: 10.1016/j.jairtraman.2021.102143
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699721001253
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jairtraman.2021.102143?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. Gudmundsson, S.V. & Cattaneo, M. & Redondi, R., 2021. "Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19," Journal of Air Transport Management, Elsevier, vol. 91(C).
    2. Jenny Rowley, 2014. "Designing and using research questionnaires," Management Research Review, Emerald Group Publishing Limited, vol. 37(3), pages 308-330, March.
    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. Tolcha, Tassew Dufera, 2023. "The state of Africa's air transport market amid COVID-19, and forecasts for recovery," Journal of Air Transport Management, Elsevier, vol. 108(C).
    2. de Palma, André & Vosough, Shaghayegh & Liao, Feixiong, 2022. "An overview of effects of COVID-19 on mobility and lifestyle: 18 months since the outbreak," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 372-397.
    3. Morlotti, Chiara & Redondi, Renato, 2023. "The impact of COVID-19 on airlines’ price curves," Journal of Air Transport Management, Elsevier, vol. 107(C).
    4. Mohammad Ali Yamin, 2021. "Investigating the Drivers of Supply Chain Resilience in the Wake of the COVID-19 Pandemic: Empirical Evidence from an Emerging Economy," Sustainability, MDPI, vol. 13(21), pages 1-16, October.
    5. Danie SCHUTTE & Danelle LABUSCHAGNE & Maria-Andrada GEORGESCU & Cornelia POP, 2019. "An evaluation of the turnover tax system in South Africa," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(3(620), A), pages 59-70, Autumn.
    6. Mohammad Ali Yousef Yamin & Omima Abdalla Abass Abdalatif, 2024. "Examining consumer behavior towards adoption of quick response code mobile payment systems: transforming mobile payment in the fintech industry," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    7. Hiney, Noel & Efthymiou, Marina & Morgenroth, Edgar, 2023. "Impact of Covid-19 on Irish airport stakeholder relationships," Annals of Tourism Research, Elsevier, vol. 102(C).
    8. Heejoon Kim & Woon-Kyung Song & Jin-Woo Park, 2022. "The Effect of COVID-19 Countermeasures on Korean Air Passenger Confidence," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
    9. Fu, Xin & Qiang, Yongjie & Liu, Xuxu & Jiang, Ying & Cui, Zhiwei & Zhang, Deyu & Wang, Jianwei, 2022. "Will multi-industry supply chains' resilience under the impact of COVID-19 pandemic be different? A perspective from China's highway freight transport," Transport Policy, Elsevier, vol. 118(C), pages 165-178.
    10. Yohannes Mekonnen Yesuf & Demis Alamirew Getahun & Asemamaw Tilahun Debas, 2024. "Determinants of employees’ creativity: modeling the mediating role of organizational motivation to innovate," Journal of Innovation and Entrepreneurship, Springer, vol. 13(1), pages 1-25, December.
    11. Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2023. "A data-driven analysis of the aviation recovery from the COVID-19 pandemic," Journal of Air Transport Management, Elsevier, vol. 109(C).
    12. Dawn Joseph & Caroline Niekerk, 2021. "Particip-active Musical Performance: Quality of Life at a Seniors’ Village in South Africa," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(2), pages 723-737, April.
    13. Yang, Yang & Liu, Qing & Chang, Chia-Hsun, 2023. "China-Europe freight transportation under the first wave of COVID-19 pandemic and government restriction measures," Research in Transportation Economics, Elsevier, vol. 97(C).
    14. Talwar, Chetan & Joormann, Imke & Ginster, Raphael & Spengler, Thomas Stefan, 2023. "How much can electric aircraft contribute to reaching the Flightpath 2050 CO2 emissions goal? A system dynamics approach for european short haul flights," Journal of Air Transport Management, Elsevier, vol. 112(C).
    15. Magdalina, Ana & Bouzaima, Martin, 2021. "An empirical investigation of European airline business models: Classification and hybridisation," Journal of Air Transport Management, Elsevier, vol. 93(C).
    16. Jake M. Robinson & Anna Jorgensen & Ross Cameron & Paul Brindley, 2020. "Let Nature Be Thy Medicine: A Socioecological Exploration of Green Prescribing in the UK," IJERPH, MDPI, vol. 17(10), pages 1-24, May.
    17. Nguyen, Quang Hai, 2024. "Modeling the volatility of international air freight: A case study of Singapore using the SARIMAX-EGARCH model," Journal of Air Transport Management, Elsevier, vol. 117(C).
    18. Abdul Hafaz Ngah & Abdul Halim Mohd Rahimi & Serge Gabarre & Luis Araya-Castillo & Antonio Ariza-Montes & Heesup Han, 2021. "Fostering Voluntourism Satisfaction and Future Behaviour in Island Destinations," Sustainability, MDPI, vol. 13(5), pages 1-17, March.
    19. Bazzo Vieira, João Pedro & Vieira Braga, Carlos Kauê & Pereira, Rafael H.M., 2022. "The impact of COVID-19 on air passenger demand and CO2 emissions in Brazil," Energy Policy, Elsevier, vol. 164(C).
    20. Hanson, Daniel & Toru Delibasi, Tuba & Gatti, Matteo & Cohen, Shamai, 2022. "How do changes in economic activity affect air passenger traffic? The use of state-dependent income elasticities to improve aviation forecasts," Journal of Air Transport Management, Elsevier, vol. 98(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:jaitra:v:97:y:2021:i:c:s0969699721001253. 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.journals.elsevier.com/journal-of-air-transport-management/ .

    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.