IDEAS home Printed from https://ideas.repec.org/a/rfh/bbejor/v13y2024i3p310-315.html
   My bibliography  Save this article

Exploring Big Data Analytical Capabilities Influence on Supply Chain Performance: Mediating Role of Supply Chain Resilience

Author

Listed:
  • Maryum Jamal

    (Institute of Management Sciences, Peshawar, Pakistan)

  • Dr. Nisar Khan

    (Director (Finance), Khyber Pakhtunkhwa, Employees Social Security Institution, Peshawar, Pakistan)

  • Ahsan Ali

    (MS Scholar, Management Sciences Department, Muhammad Ali Jinnah University, Karachi, Pakistan)

  • Marwat Khan

    (Professor, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan)

Abstract

Big Data Analytics (BDA) capabilities has transformed supply chain performance and emphasizing need in pharmacy industry supply chain. Moreover, resilient approach is necessary given the supply chains dynamic nature. This study explores Supply Chain Resilience (SCR) mediating role in relation among BDA capabilities & Supply Chain Performance (SCP). Using cross-sectional survey of 295 supply chain professionals from pharmacy industry and also employed PLS-SEM to judge hypothetical relationships. Our findings reveal that BDA capabilities positively influence SCP and that SCR significantly mediates this relationship. The findings are expected to offer valuable insights for practitioners seeking to leverage BDA to build more resilient and high-performing.

Suggested Citation

  • Maryum Jamal & Dr. Nisar Khan & Ahsan Ali & Marwat Khan, 2024. "Exploring Big Data Analytical Capabilities Influence on Supply Chain Performance: Mediating Role of Supply Chain Resilience," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(3), pages 310-315.
    • Handle: RePEc:rfh:bbejor:v:13:y:2024:i:3:p:310-315
    DOI: https://doi.org/10.61506/
    as

    Download full text from publisher

    File URL: https://bbejournal.com/BBE/article/view/1001/1121
    Download Restriction: no
    File URL: https://bbejournal.com/BBE/article/view/1001
    Download Restriction: no
    File URL: https://libkey.io/https://doi.org/10.61506/?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. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril & Papadopoulos, Thanos, 2023. "Dynamic digital capabilities and supply chain resilience: The role of government effectiveness," International Journal of Production Economics, Elsevier, vol. 258(C).
    2. Yasmin, Mariam & Tatoglu, Ekrem & Kilic, Huseyin Selcuk & Zaim, Selim & Delen, Dursun, 2020. "Big data analytics capabilities and firm performance: An integrated MCDM approach," Journal of Business Research, Elsevier, vol. 114(C), pages 1-15.
    3. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    4. May McMaster & Charlie Nettleton & Christeen Tom & Belanda Xu & Cheng Cao & Ping Qiao, 2020. "Risk Management: Rethinking Fashion Supply Chain Management for Multinational Corporations in Light of the COVID-19 Outbreak," JRFM, MDPI, vol. 13(8), pages 1-16, August.
    5. Behl, Abhishek & Gaur, Jighyasu & Pereira, Vijay & Yadav, Rambalak & Laker, Benjamin, 2022. "Role of big data analytics capabilities to improve sustainable competitive advantage of MSME service firms during COVID-19 – A multi-theoretical approach," Journal of Business Research, Elsevier, vol. 148(C), pages 378-389.
    6. Rameshwar Dubey & Angappa Gunasekaran & Stephen J. Childe & Samuel Fosso Wamba & David Roubaud & Cyril Foropon, 2021. "Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience," International Journal of Production Research, Taylor & Francis Journals, vol. 59(1), pages 110-128, January.
    7. Fahad Asghar & Palwasha Farooq & Muhammad Nadim & Zain ul Abidin & Fazli Wadood, 2023. "Global Financial Crisis: A critical study on Role of Auditor’s and Stakeholder," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 452-458.
    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. Betto, Frida & Garengo, Patrizia, 2023. "A circular pathway for developing resilience in healthcare during pandemics," International Journal of Production Economics, Elsevier, vol. 266(C).
    2. Guo, Hailan & Shen, Zhen & Chen, Yanting & Dong, Ming, 2025. "Analyzing the impact of government R&D subsidy and digital transformation on supply chain risk dynamics management and firm performance in the China's chip industry," International Journal of Production Economics, Elsevier, vol. 281(C).
    3. Fosso Wamba, Samuel & Queiroz, Maciel M. & Trinchera, Laura, 2024. "The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA," International Journal of Production Economics, Elsevier, vol. 268(C).
    4. Pattanayak, Sirsha & Ramkumar, M. & Goswami, Mohit & Rana, Nripendra P., 2024. "Blockchain technology and supply chain performance: The role of trust and relational capabilities," International Journal of Production Economics, Elsevier, vol. 271(C).
    5. Ayman Abdalmajeed Alsmadi & Ahmed Shuhaiber & Manaf Al-Okaily & Anwar Al-Gasaymeh & Najed Alrawashdeh, 2024. "Big data analytics and innovation in e-commerce: current insights and future directions," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(4), pages 1635-1652, December.
    6. Suqin Liao & Qianying Hu & Jingjing Wei, 2023. "How to Leverage Big Data Analytic Capabilities for Innovation Ambidexterity: A Mediated Moderation Model," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    7. Arpit Singh & Ashish Dwivedi & Dindayal Agrawal & Anurag Chauhan, 2024. "A framework to model the performance indicators of resilient construction supply chain: An effort toward attaining sustainability and circular practices," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 1688-1720, March.
    8. Maria Elisavet Balta & Thanos Papadopoulos & Konstantina Spanaki, 2024. "Business model pivoting and digital technologies in turbulent environments," Post-Print hal-04513406, HAL.
    9. Li, Pengcheng & Guo, Xiaochuan & Wang, Fengzheng & Zhang, Qifeng, 2025. "Digital transformation and corporate innovation boundaries: Role of supply chain concentration and transparency," International Review of Financial Analysis, Elsevier, vol. 98(C).
    10. Hai Huang & Shengbin Hao, 2025. "Enterprise digital transformation and sustainable development performance: The asymmetric roles of top management team faultlines," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 1670-1685, April.
    11. Liu, Hua & Xu, Xiaoping & Cheng, T.C.E. & Yu, Yugang, 2024. "Building resilience or maintaining robustness: Insights from relational view and information processing perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    12. Shore, Adam & Tiwari, Manisha & Tandon, Priyanka & Foropon, Cyril, 2024. "Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs," Technovation, Elsevier, vol. 135(C).
    13. Salomée Ruel & Jamal El Baz & Dmitry Ivanov & Ajay Das, 2024. "Supply chain viability: conceptualization, measurement, and nomological validation," Annals of Operations Research, Springer, vol. 335(3), pages 1107-1136, April.
    14. Govindan, Kannan, 2025. "Analyzing the dynamic capabilities of emerging technologies for industrial emergency situations," International Journal of Production Economics, Elsevier, vol. 281(C).
    15. Mahmoud Abdulhadi Alabdali & Mohammad Asif Salam, 2022. "The Impact of Digital Transformation on Supply Chain Procurement for Creating Competitive Advantage: An Empirical Study," Sustainability, MDPI, vol. 14(19), pages 1-17, September.
    16. Chen, Yantai & Luo, Haibei & Chen, Jin & Guo, Yanlin, 2022. "Building data-driven dynamic capabilities to arrest knowledge hiding: A knowledge management perspective," Journal of Business Research, Elsevier, vol. 139(C), pages 1138-1154.
    17. Wang, Dingqing & Liao, Hongwei & Wang, Xinyue, 2024. "The enabling effects of digital technology on the quality of firm development: Insights and implications," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    18. Xiu-e Zhang & Wei Wang & Xinyu Teng & Liu Yang, 2025. "Navigating Competitive Intensity: The Role of Digital Orientation in SMEs’ Green Innovations," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 2880-2908, March.
    19. Sooksan Kantabutra & Nuttasorn Ketprapakorn, 2021. "Toward an Organizational Theory of Resilience: An Interim Struggle," Sustainability, MDPI, vol. 13(23), pages 1-28, November.
    20. Chun Xue & Juanru Wang, 2024. "Proactive boundary‐spanning search, organizational resilience, and radical green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 1834-1852, March.

    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:rfh:bbejor:v:13:y:2024:i:3:p:310-315. 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: Dr. Muhammad Irfan Chani (email available below). General contact details of provider: https://edirc.repec.org/data/rffhlpk.html .

    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.