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The Impact of Digital Technology Characteristics on Operational Decision Optimization: The Mediating Role of Information System Agility in Healthcare Supply Chains

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  • Jing-Yan Ma

    (School of Business, Nantong Institute of Technology, Nantong 226002, China
    Department of Global Business and Finance, College of Humanities Contents Convergence, Kunsan National University, Gunsan 54150, Republic of Korea)

  • Tae-Won Kang

    (Department of Supply Chain and Logistics, College of Social Sciences, Kunsan National University, Gunsan 54150, Republic of Korea)

Abstract

Healthcare supply chains operate in highly dynamic environments characterized by fluctuating demand. Digitalization, by enhancing the agility of information systems, can shorten information processing cycles, strengthen environmental sensing, and improve rapid response capabilities, thereby becoming a critical pathway and urgent requirement for achieving decision optimization in supply chains. The objective of this study is to analyze the mediating role of information system agility between digital technology characteristics and the optimization of operational decisions in healthcare supply chains in China. A questionnaire survey was conducted, yielding 360 valid responses from managers in Chinese healthcare supply chain enterprises, representing a response rate of 94.48%. The hypothesized paths were analyzed through the application of structural equation modeling. The results reveal that compatibility and visibility significantly promote operational decision optimization both directly and indirectly through improved information system agility, whereas reliability influences decision optimization only indirectly through the full mediating role of agility. This study provides a robust theoretical model that extends organizational information processing theory to the healthcare supply chain while offering practical insights into digital transformation and decision optimization.

Suggested Citation

  • Jing-Yan Ma & Tae-Won Kang, 2025. "The Impact of Digital Technology Characteristics on Operational Decision Optimization: The Mediating Role of Information System Agility in Healthcare Supply Chains," Sustainability, MDPI, vol. 17(18), pages 1-26, September.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:18:p:8471-:d:1754495
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    1. Nurul Hamizah Mohamed & Samir Khan & Sandeep Jagtap, 2023. "Modernizing Medical Waste Management: Unleashing the Power of the Internet of Things (IoT)," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
    2. Rameshwar Dubey & David J. Bryde & Cyril Foropon & Gary Graham & Mihalis Giannakis & Deepa Bhatt Mishra, 2022. "Agility in humanitarian supply chain: an organizational information processing perspective and relational view," Annals of Operations Research, Springer, vol. 319(1), pages 559-579, December.
    3. Jaehun Joo & Yuming Han, 2021. "An Evidence of Distributed Trust in Blockchain-Based Sustainable Food Supply Chain," Sustainability, MDPI, vol. 13(19), pages 1-15, October.
    4. Rafael Martínez-Peláez & Alberto Ochoa-Brust & Solange Rivera & Vanessa G. Félix & Rodolfo Ostos & Héctor Brito & Ramón A. Félix & Luis J. Mena, 2023. "Role of Digital Transformation for Achieving Sustainability: Mediated Role of Stakeholders, Key Capabilities, and Technology," Sustainability, MDPI, vol. 15(14), pages 1-27, July.
    5. Stacie Petter & William DeLone & Ephraim McLean, 2008. "Measuring information systems success: models, dimensions, measures, and interrelationships," European Journal of Information Systems, Taylor & Francis Journals, vol. 17(3), pages 236-263, June.
    6. Shafique, Muhammad Noman & Yeo, Sook Fern & Tan, Cheng Ling, 2024. "Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    7. Beaulieu, Martin & Bentahar, Omar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    8. Jay R. Galbraith, 1974. "Organization Design: An Information Processing View," Interfaces, INFORMS, vol. 4(3), pages 28-36, May.
    9. Muhammad Khan & Amal Nasser Alshahrani & Julija Jacquemod, 2023. "Digital Platforms and Supply Chain Traceability for Robust Information and Effective Inventory Management: The Mediating Role of Transparency," Logistics, MDPI, vol. 7(2), pages 1-20, April.
    10. Martin Beaulieu & Omar Bentahar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Post-Print hal-03208957, HAL.
    11. Domenico Bevere & Nicola Faccilongo, 2024. "Shaping the Future of Healthcare: Integrating Ecology and Digital Innovation," Sustainability, MDPI, vol. 16(9), pages 1-20, May.
    12. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    13. Beata Skowron-Grabowska & Marta Wincewicz-Bosy & Małgorzata Dymyt & Adam Sadowski & Tomasz Dymyt & Katarzyna Wąsowska, 2022. "Healthcare Supply Chain Reliability: The Case of Medical Air Transport," IJERPH, MDPI, vol. 19(7), pages 1-18, April.
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