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IT Capabilities, Strategic Flexibility and Organizational Resilience in SMEs Post-COVID-19: A Mediating and Moderating Role of Big Data Analytics Capabilities

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  • Ragmoun Wided

    (Qassim University
    University of Carthage)

Abstract

This research provides a novel progression to the existing research about big data analytics capabilities (BDAC) by investigating and measuring its influence on organizational resilience and strategic flexibility. Toward that end, 400 different SMEs in Saudi Arabia were approached. Data were collected via questionnaire. Results confirm that the ability to handle big data analytics totally mediates the relationship between IT capabilities and strategic flexibility. Big data infrastructure flexibility has a negative effect on strategic flexibility. Big data personal expertise not only negatively affects the relationship between IT capabilities and strategic flexibility but also stimulates and reinforces the relationship between strategic flexibility and organizational resilience. The critical pathway developed and tested the trend to make the organization as an immune system able to make the best of the worst. This implies the urgent need for policymakers and managers to adopt and comprehend the concept of BDAC instead of IT capabilities to define oriented plans specifically formulated for stimulating strategic flexibility and organizational resilience. By adopting the proposed model, SMEs can interact more effectively internally and externally.

Suggested Citation

  • Ragmoun Wided, 2023. "IT Capabilities, Strategic Flexibility and Organizational Resilience in SMEs Post-COVID-19: A Mediating and Moderating Role of Big Data Analytics Capabilities," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 123-142, March.
    • Handle: RePEc:spr:gjofsm:v:24:y:2023:i:1:d:10.1007_s40171-022-00327-8
    DOI: 10.1007/s40171-022-00327-8
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    References listed on IDEAS

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    1. Arun Rai & Xinlin Tang, 2010. "Leveraging IT Capabilities and Competitive Process Capabilities for the Management of Interorganizational Relationship Portfolios," Information Systems Research, INFORMS, vol. 21(3), pages 516-542, September.
    2. Ramezani, Javaneh & Camarinha-Matos, Luis M., 2020. "Approaches for resilience and antifragility in collaborative business ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    3. Bechir Mokline & Mohamed Anis Ben Abdallah, 2022. "The Mechanisms of Collective Resilience in a Crisis Context: The Case of The ‘COVID-19’ Crisis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 151-163, March.
    4. Patrick Mikalef & Ilias O. Pappas & John Krogstie & Michail Giannakos, 2018. "Big data analytics capabilities: a systematic literature review and research agenda," Information Systems and e-Business Management, Springer, vol. 16(3), pages 547-578, August.
    5. Bechir Mokline & Mohamed Anis Ben Abdallah, 2021. "Individual Resilience in the Organization in the Face of Crisis: Study of the Concept in the Context of COVID-19," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 219-231, September.
    6. Ron Sanchez, 1995. "Strategic flexibility in product competition," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 135-159.
    7. Rajesh, R., 2017. "Technological capabilities and supply chain resilience of firms: A relational analysis using Total Interpretive Structural Modeling (TISM)," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 161-169.
    8. Yizhou Chu & Maomao Chi & Weijun Wang & Bo Luo, 2019. "The Impact of Information Technology Capabilities of Manufacturing Enterprises on Innovation Performance: Evidences from SEM and fsQCA," Sustainability, MDPI, vol. 11(21), pages 1-17, October.
    9. M. N. Ravishankar & Shan L. Pan & Dorothy E. Leidner, 2011. "Examining the Strategic Alignment and Implementation Success of a KMS: A Subculture-Based Multilevel Analysis," Information Systems Research, INFORMS, vol. 22(1), pages 39-59, March.
    10. Alexander W. Bartik & Marianne Bertrand & Zoë B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton, 2020. "How Are Small Businesses Adjusting to COVID-19? Early Evidence from a Survey," NBER Working Papers 26989, National Bureau of Economic Research, Inc.
    11. Sascha Kraus & Matthias Breier & Sonia Dasí-Rodríguez, 2020. "The art of crafting a systematic literature review in entrepreneurship research," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 1023-1042, September.
    12. Takupiwa Nyanga & Herbert Zirima, 2020. "Reactions Of Small To Medium Enterprises In Masvingo, Zimbabwe To Covid 19: Implications On Productivity," Business Excellence and Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 10(5), pages 22-32, October.
    13. Kotabe, Masaaki & Jiang, Crystal Xiangwen & Murray, Janet Y., 2011. "Managerial ties, knowledge acquisition, realized absorptive capacity and new product market performance of emerging multinational companies: A case of China," Journal of World Business, Elsevier, vol. 46(2), pages 166-176, April.
    14. Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
    15. Zahra Gorjian Khanzad & Ali A. Gooyabadi, 2021. "Development of Strategic Resilience Framework for Small Businesses Post-COVID-19," Businesses, MDPI, vol. 1(3), pages 1-15, September.
    16. Fawwaz Awamleh & Ahmet Ertugan, 2021. "The Relationship Between Information Technology Capabilities, Organizational Intelligence, and Competitive Advantage," SAGE Open, , vol. 11(2), pages 21582440211, May.
    17. Luay Jum’a & Muhammad Ikram & Ziad Alkalha & Maher Alaraj, 2022. "Do Companies Adopt Big Data as Determinants of Sustainability: Evidence from Manufacturing Companies in Jordan," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 479-494, December.
    18. Gandomi, Amir & Haider, Murtaza, 2015. "Beyond the hype: Big data concepts, methods, and analytics," International Journal of Information Management, Elsevier, vol. 35(2), pages 137-144.
    19. Constantinos S. Lioukas & Jeffrey J. Reuer & Maurizio Zollo, 2016. "Effects of Information Technology Capabilities on Strategic Alliances: Implications for the Resource-Based View," Journal of Management Studies, Wiley Blackwell, vol. 53(2), pages 161-183, March.
    20. Somen Dey & R. R. K. Sharma & Balbir Kumar Pandey, 2019. "Relationship of Manufacturing Flexibility with Organizational Strategy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(3), pages 237-256, September.
    21. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    22. Kevin Zheng Zhou & Fang Wu, 2010. "Technological capability, strategic flexibility, and product innovation," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 547-561, May.
    23. Ambika Zutshi & John Mendy & Gagan Deep Sharma & Asha Thomas & Tapan Sarker, 2021. "From Challenges to Creativity: Enhancing SMEs’ Resilience in the Context of COVID-19," Sustainability, MDPI, vol. 13(12), pages 1-16, June.
    24. Lee, Sang M. & Trimi, Silvana, 2021. "Convergence innovation in the digital age and in the COVID-19 pandemic crisis," Journal of Business Research, Elsevier, vol. 123(C), pages 14-22.
    25. Rohit Kumar Singh & Sachin Modgil & Padmanav Acharya, 2019. "Assessment of Supply Chain Flexibility Using System Dynamics Modeling," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 39-63, December.
    26. Shubashini Rathina Velu & Abdullah Al Mamun & Thavamaran Kanesan & Naeem Hayat & Sharmini Gopinathan, 2019. "Effect of Information System Artifacts on Organizational Resilience: A Study among Malaysian SMEs," Sustainability, MDPI, vol. 11(11), pages 1-23, June.
    27. Purva Grover & Arpan Kumar Kar, 2017. "Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(3), pages 203-229, September.
    28. Davide Settembre-Blundo & Rocío González-Sánchez & Sonia Medina-Salgado & Fernando E. García-Muiña, 2021. "Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 107-132, December.
    29. AlNuaimi, Bader Khamis & Khan, Mehmood & Ajmal, Mian M., 2021. "The role of big data analytics capabilities in greening e-procurement: A higher order PLS-SEM analysis," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    30. Dwivedi, Yogesh K. & Hughes, D. Laurie & Coombs, Crispin & Constantiou, Ioanna & Duan, Yanqing & Edwards, John S. & Gupta, Babita & Lal, Banita & Misra, Santosh & Prashant, Prakhar & Raman, Ramakrishn, 2020. "Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life," International Journal of Information Management, Elsevier, vol. 55(C).
    31. Natalia Ortiz-de-Mandojana & Pratima Bansal, 2016. "The long-term benefits of organizational resilience through sustainable business practices," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1615-1631, August.
    32. Guido Schryen, 2013. "Revisiting IS business value research: what we already know, what we still need to know, and how we can get there," European Journal of Information Systems, Taylor & Francis Journals, vol. 22(2), pages 139-169, March.
    33. Eric W. Liguori & Thomas G. Pittz, 2020. "Strategies for small business: Surviving and thriving in the era of COVID-19," Journal of the International Council for Small Business, Taylor & Francis Journals, vol. 1(2), pages 106-110, April.
    34. Mikhail Yurievich Ryabchikov & Elena Sergeevna Ryabchikova, 2022. "Big Data-Driven Assessment of Proposals to Improve Enterprise Flexibility Through Control Options Untested in Practice," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 43-74, March.
    35. Elisa Conz & Stefano Denicolai & Antonella Zucchella, 2017. "The resilience strategies of SMEs in mature clusters," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing Limited, vol. 11(1), pages 186-210, March.
    36. Adrianela Angeles & Adriana Perez-Encinas & Cristian E. Villanueva, 2022. "Characterizing Organizational Lifecycle through Strategic and Structural Flexibility: Insights from MSMEs in Mexico," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(2), pages 271-290, June.
    37. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    38. Stephanie Duchek, 2020. "Organizational resilience: a capability-based conceptualization," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 215-246, April.
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    2. John Enrique Sánchez Otero & Jaider Manuel Vega Jurado & Joaquín Alegre Vidal, 2023. "Factors that Influence the Development of Innovations with a Social Focus in the Firm: A Systematic Literature Review," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 341-360, September.
    3. Suharti Ishak & Mohd Rizaimy Shaharudin & Nor Azura Mohamed Salim & Amir Imran Zainoddin & Zichun Deng, 2023. "The Effect of Supply Chain Adaptive Strategies During the COVID-19 Pandemic on Firm Performance in Malaysia's Semiconductor Industries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 439-458, September.

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