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Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals

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  • Tortorella, Guilherme Luz
  • Saurin, Tarcísio Abreu
  • Fogliatto, Flavio S.
  • Rosa, Valentina M.
  • Tonetto, Leandro M
  • Magrabi, Farah

Abstract

Healthcare 4.0 (H4.0) adapts principles and applications from the Industry 4.0 movement to healthcare, enabling real-time customization of care to patients and professionals. As such, H4.0 can potentially support resilient performance in healthcare systems, which refers to their adaptive capacity to cope with complexity. This paper explores the impact of ten H4.0 digital technologies on four abilities of resilient systems (monitor, anticipate, respond, and learn) in the context of hospitals. For that, we conducted a survey with 109 resilient healthcare and H4.0 experts from both emerging and developed economies. The collected data were analyzed using univariate and multivariate statistical techniques. Our findings indicate four H4.0 digital technologies that have a strong impact on the four resilience abilities: remote consultations and development of plan of care in real time; digital non-invasive care; interconnected medical emergency support; and digital platforms for collaborative sharing of patient data and information. These technologies can reduce over-reliance on human adaptive skills while at the same time offering new and expanded opportunities for resilient performance in healthcare.

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  • Tortorella, Guilherme Luz & Saurin, Tarcísio Abreu & Fogliatto, Flavio S. & Rosa, Valentina M. & Tonetto, Leandro M & Magrabi, Farah, 2021. "Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    • Handle: RePEc:eee:tefoso:v:166:y:2021:i:c:s0040162521000986
    DOI: 10.1016/j.techfore.2021.120666
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    1. Hosseini, Seyedmohsen & Barker, Kash & Ramirez-Marquez, Jose E., 2016. "A review of definitions and measures of system resilience," Reliability Engineering and System Safety, Elsevier, vol. 145(C), pages 47-61.
    2. Yongxin Liao & Fernando Deschamps & Eduardo de Freitas Rocha Loures & Luiz Felipe Pierin Ramos, 2017. "Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3609-3629, June.
    3. Saurin, Tarcisio Abreu & Werle, Natalia Jaeger Basso, 2017. "A framework for the analysis of slack in socio-technical systems," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 439-451.
    4. Niemelä, Riikka & Pikkarainen, Minna & Ervasti, Mari & Reponen, Jarmo, 2019. "The change of pediatric surgery practice due to the emergence of connected health technologies," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 352-365.
    5. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    6. Daniel Kiel & Julian M. Müller & Christian Arnold & Kai-Ingo Voigt, 2017. "Sustainable Industrial Value Creation: Benefits And Challenges Of Industry 4.0," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-34, December.
    7. 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.
    8. Righi, Angela Weber & Saurin, Tarcisio Abreu & Wachs, Priscila, 2015. "A systematic literature review of resilience engineering: Research areas and a research agenda proposal," Reliability Engineering and System Safety, Elsevier, vol. 141(C), pages 142-152.
    9. Kwon, Ik-Whan G. & Kim, Sung-Ho & Martin, David G., 2016. "Healthcare supply chain management; strategic areas for quality and financial improvement," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 422-428.
    10. Chen, Peng-Ting, 2018. "Medical big data applications: Intertwined effects and effective resource allocation strategies identified through IRA-NRM analysis," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 150-164.
    11. Li Da Xu & Eric L. Xu & Ling Li, 2018. "Industry 4.0: state of the art and future trends," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2941-2962, April.
    12. Tortorella, Guilherme Luz & Cawley Vergara, Alejandro Mac & Garza-Reyes, Jose Arturo & Sawhney, Rapinder, 2020. "Organizational learning paths based upon industry 4.0 adoption: An empirical study with Brazilian manufacturers," International Journal of Production Economics, Elsevier, vol. 219(C), pages 284-294.
    13. Ancarani, Alessandro & Di Mauro, Carmela & Gitto, Simone & Mancuso, Paolo & Ayach, Ali, 2016. "Technology acquisition and efficiency in Dubai hospitals," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 475-485.
    14. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    15. Justyna Tasic & Fredy Tantri & Sulfikar Amir, 2019. "Modelling Multilevel Interdependencies for Resilience in Complex Organisation," Complexity, Hindawi, vol. 2019, pages 1-23, February.
    16. Tortorella, Guilherme Luz & Fogliatto, Flávio Sanson & Espôsto, Kleber Francisco & Vergara, Alejandro Mac Cawley & Vassolo, Roberto & Mendoza, Diego Tlapa & Narayanamurthy, Gopalakrishnan, 2020. "Effects of contingencies on healthcare 4.0 technologies adoption and barriers in emerging economies," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    17. Jinxin Pan & Shuai Ding & Desheng Wu & Shanlin Yang & Jun Yang, 2019. "Exploring behavioural intentions toward smart healthcare services among medical practitioners: a technology transfer perspective," International Journal of Production Research, Taylor & Francis Journals, vol. 57(18), pages 5801-5820, September.
    18. Bergström, Johan & van Winsen, Roel & Henriqson, Eder, 2015. "On the rationale of resilience in the domain of safety: A literature review," Reliability Engineering and System Safety, Elsevier, vol. 141(C), pages 131-141.
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    5. Tortorella, Guilherme Luz & Narayanamurthy, Gopalakrishnan & Sunder M, Vijaya & Cauchick-Miguel, Paulo A, 2021. "Operations Management teaching practices and information technologies adoption in emerging economies during COVID-19 outbreak," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    6. Garcia-Perez, Alexeis & Cegarra-Navarro, Juan Gabriel & Sallos, Mark Paul & Martinez-Caro, Eva & Chinnaswamy, Anitha, 2023. "Resilience in healthcare systems: Cyber security and digital transformation," Technovation, Elsevier, vol. 121(C).
    7. Tortorella, Guilherme L. & Fogliatto, Flavio S. & Saurin, Tarcísio A. & Tonetto, Leandro M. & McFarlane, Duncan, 2022. "Contributions of Healthcare 4.0 digital applications to the resilience of healthcare organizations during the COVID-19 outbreak," Technovation, Elsevier, vol. 111(C).
    8. Chiarello, Filippo & Fantoni, Gualtiero & Hogarth, Terence & Giordano, Vito & Baltina, Liga & Spada, Irene, 2021. "Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    9. Furstenau, Leonardo Bertolin & Zani, Carolina & Terra, Stela Xavier & Sott, Michele Kremer & Choo, Kim-Kwang Raymond & Saurin, Tarcisio Abreu, 2022. "Resilience capabilities of healthcare supply chain and supportive digital technologies," Technology in Society, Elsevier, vol. 71(C).
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    11. Azadi, Majid & Yousefi, Saeed & Farzipoor Saen, Reza & Shabanpour, Hadi & Jabeen, Fauzia, 2023. "Forecasting sustainability of healthcare supply chains using deep learning and network data envelopment analysis," Journal of Business Research, Elsevier, vol. 154(C).

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