IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0259928.html
   My bibliography  Save this article

Drivers and social implications of Artificial Intelligence adoption in healthcare during the COVID-19 pandemic

Author

Listed:
  • Darius-Aurel Frank
  • Christian T Elbæk
  • Caroline Kjær Børsting
  • Panagiotis Mitkidis
  • Tobias Otterbring
  • Sylvie Borau

Abstract

The COVID-19 pandemic continues to impact people worldwide–steadily depleting scarce resources in healthcare. Medical Artificial Intelligence (AI) promises a much-needed relief but only if the technology gets adopted at scale. The present research investigates people’s intention to adopt medical AI as well as the drivers of this adoption in a representative study of two European countries (Denmark and France, N = 1068) during the initial phase of the COVID-19 pandemic. Results reveal AI aversion; only 1 of 10 individuals choose medical AI over human physicians in a hypothetical triage-phase of COVID-19 pre-hospital entrance. Key predictors of medical AI adoption are people’s trust in medical AI and, to a lesser extent, the trait of open-mindedness. More importantly, our results reveal that mistrust and perceived uniqueness neglect from human physicians, as well as a lack of social belonging significantly increase people’s medical AI adoption. These results suggest that for medical AI to be widely adopted, people may need to express less confidence in human physicians and to even feel disconnected from humanity. We discuss the social implications of these findings and propose that successful medical AI adoption policy should focus on trust building measures–without eroding trust in human physicians.

Suggested Citation

  • Darius-Aurel Frank & Christian T Elbæk & Caroline Kjær Børsting & Panagiotis Mitkidis & Tobias Otterbring & Sylvie Borau, 2021. "Drivers and social implications of Artificial Intelligence adoption in healthcare during the COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-11, November.
  • Handle: RePEc:plo:pone00:0259928
    DOI: 10.1371/journal.pone.0259928
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0259928
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0259928&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0259928?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. Jay J. Van Bavel & Katherine Baicker & Paulo S. Boggio & Valerio Capraro & Aleksandra Cichocka & Mina Cikara & Molly J. Crockett & Alia J. Crum & Karen M. Douglas & James N. Druckman & John Drury & Oe, 2020. "Using social and behavioural science to support COVID-19 pandemic response," Nature Human Behaviour, Nature, vol. 4(5), pages 460-471, May.
    2. repec:cup:judgdm:v:15:y:2020:i:3:p:446-448 is not listed on IDEAS
    3. Sylvie Borau & Tobias Otterbring & Sandra Laporte & Samuel Fosso Wamba, 2021. "The most human bot: Female gendering increases humanness perceptions of bots and acceptance of AI," Post-Print hal-03648092, HAL.
    4. James A. Mourey & Jenny G. Olson & Carolyn Yoon, 2017. "Products as Pals: Engaging with Anthropomorphic Products Mitigates the Effects of Social Exclusion," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(2), pages 414-431.
    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. Wanja Wolff & Corinna S. Martarelli & Julia Schüler & Maik Bieleke, 2020. "High Boredom Proneness and Low Trait Self-Control Impair Adherence to Social Distancing Guidelines during the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(15), pages 1-10, July.
    2. Rabia Bokhari & Khurram Shahzad, 2022. "Explaining Resistance to the COVID-19 Preventive Measures: A Psychological Reactance Perspective," Sustainability, MDPI, vol. 14(8), pages 1-23, April.
    3. Vivek Shastry & D Cale Reeves & Nicholas Willems & Varun Rai, 2022. "Policy and behavioral response to shock events: An agent-based model of the effectiveness and equity of policy design features," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-21, January.
    4. Chunhao Wei & Han Chen & Yee Ming Lee, 2022. "COVID-19 preventive measures and restaurant customers’ intention to dine out: the role of brand trust and perceived risk," Service Business, Springer;Pan-Pacific Business Association, vol. 16(3), pages 581-600, September.
    5. 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.
    6. Yiting Guo & Jason Shachat & Matthew J. Walker & Lijia Wei, 2021. "Viral social media videos can raise pro-social behaviours when an epidemic arises," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(2), pages 120-138, December.
    7. Marijn H. C. Meijers & Christin Scholz & Ragnheiður “Heather” Torfadóttir & Anke Wonneberger & Marko Markov, 2022. "Learning from the COVID-19 pandemic to combat climate change: comparing drivers of individual action in global crises," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 12(2), pages 272-282, June.
    8. Jacob C. Lee & Sara Kim & Phyllis Xue Wang, 2022. "Anthropomorphizing makes material goods as happiness-inducing as experiences," Marketing Letters, Springer, vol. 33(1), pages 61-73, March.
    9. Tobias Schlager & Ashley V. Whillans, 2022. "People underestimate the probability of contracting the coronavirus from friends," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    10. Mukesh Kumar Swami & Tanu Gupta, 2021. "Psychological impact of fear-based messages in context of COVID 19," International Journal of Social Psychiatry, , vol. 67(8), pages 1081-1082, December.
    11. Laliotis, Ioannis & Minos, Dimitrios, 2022. "Religion, social interactions, and COVID-19 incidence in Western Germany," European Economic Review, Elsevier, vol. 141(C).
    12. Han, Nah Ray & Baek, Tae Hyun & Yoon, Sukki & Kim, Yeonshin, 2019. "Is that coffee mug smiling at me? How anthropomorphism impacts the effectiveness of desirability vs. feasibility appeals in sustainability advertising," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 352-361.
    13. Juvalta, Sibylle & Speranza, Camilla & Robin, Dominik & El Maohub, Yassmeen & Krasselt, Julia & Dreesen, Philipp & Dratva, Julia & Suggs, L. Suzanne, 2023. "Young people's media use and adherence to preventive measures in the “infodemic”: Is it masked by political ideology?," Social Science & Medicine, Elsevier, vol. 317(C).
    14. Huang, Jingya & Wang, Liangyan & Chan, Eugene, 2024. "When does anthropomorphism hurt? How tool anthropomorphism negatively affects consumers' rewards for tool users," Journal of Business Research, Elsevier, vol. 170(C).
    15. repec:hal:journl:hal-04683739 is not listed on IDEAS
    16. Hubert, Philipp & Abdel Hadi, Sascha & Mojzisch, Andreas & Häusser, Jan Alexander, 2022. "The effects of organizational climate on adherence to guidelines for COVID-19 prevention," Social Science & Medicine, Elsevier, vol. 292(C).
    17. Hamza Umer, 2023. "Stability of pro-sociality and trust amid the Covid-19: panel data from the Netherlands," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 255-287, February.
    18. Quan-Hoang Vuong & Tam-Tri Le & Viet-Phuong La & Huyen Thanh Thanh Nguyen & Manh-Toan Ho & Quy Khuc & Minh-Hoang Nguyen, 2022. "Covid-19 vaccines production and societal immunization under the serendipity-mindsponge-3D knowledge management theory and conceptual framework," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-12, December.
    19. Pierre Genest & Léo Trespeuch, 2022. "Internet users’ perception about the impact of the pandemic on sports sponsorship [La perception des internautes face à l'impact de la pandémie sur le mécénat sportif]," Working Papers hal-03945701, HAL.
    20. Shailendra Kumar & Sanghamitra Choudhury, 2022. "Gender and feminist considerations in artificial intelligence from a developing-world perspective, with India as a case study," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-9, December.
    21. Jesper Akesson & Sam Ashworth-Hayes & Robert Hahn & Robert Metcalfe & Itzhak Rasooly, 2022. "Fatalism, beliefs, and behaviors during the COVID-19 pandemic," Journal of Risk and Uncertainty, Springer, vol. 64(2), pages 147-190, April.

    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:plo:pone00:0259928. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.