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How Does Digital Transformation Improve Organizational Resilience?—Findings from PLS-SEM and fsQCA

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  • Jichang Zhang

    (School of Business, Nanjing University, Gulou District, Nanjing 210093, China)

  • Jing Long

    (School of Business, Nanjing University, Gulou District, Nanjing 210093, China)

  • Alexandra Martina Eugenie von Schaewen

    (Information Management Smart Mobility Research Group, University of Goettingen, 37085 Goettingen, Germany)

Abstract

Digital transformation has become a critical path for enterprises to improve organizational resilience, and has been widely considered by both academia and business practice. However, the extant literature focuses on the concepts and antecedents of digital transformation and the outcomes of digital transformation, lacking of exploring the effect mechanism of digital transformation of enterprises on organizational resilience. Based on the perspective of dynamic capacity and the theoretical path of “digital transformation—ambidextrous innovation—organizational resilience”, this study constructs a theoretical model to explore a path where digital transformation affects both exploitative innovation and exploratory innovation, and further affects the organizational resilience of enterprises. By performing a questionnaire investigation with 339 Chinese enterprises, this study adopted both a fuzzy-set qualitative comparative analysis (fsQCA) and structural equation modeling (SEM) to explore the relationships among digital transformation, ambidextrous innovation, and organizational resilience. The results show that the digital transformation of enterprises helps to improve organizational resilience. Additionally, digital transformation has a positive impact on the organizational resilience of enterprises mediated by both exploitative innovation and exploratory innovation. Finally, both exploitative innovation and exploratory innovation of enterprises have a positive impact on organizational resilience, and there is a complementary relationship between exploitative innovation and exploratory innovation. Further qualitative comparative analysis also shows that there are three types of configurations for achieving organizational resilience: digital transformation and exploitative innovation, digital transformation and exploratory innovation, and exploitative innovation and exploratory innovation. The paper is concluded by highlighting the importance of the practical significance for enterprises to effectively carry out digital transformation and further achieve organizational resilience.

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  • Jichang Zhang & Jing Long & Alexandra Martina Eugenie von Schaewen, 2021. "How Does Digital Transformation Improve Organizational Resilience?—Findings from PLS-SEM and fsQCA," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:20:p:11487-:d:658805
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    References listed on IDEAS

    as
    1. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    2. Scholz, Roland W. & Czichos, Reiner & Parycek, Peter & Lampoltshammer, Thomas J., 2020. "Organizational vulnerability of digital threats: A first validation of an assessment method," European Journal of Operational Research, Elsevier, vol. 282(2), pages 627-643.
    3. Li, Huanli & Wu, Yun & Cao, Dongmei & Wang, Yichuan, 2021. "Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility," Journal of Business Research, Elsevier, vol. 122(C), pages 700-712.
    4. 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.
    5. Ghasemaghaei, Maryam & Calic, Goran, 2020. "Assessing the impact of big data on firm innovation performance: Big data is not always better data," Journal of Business Research, Elsevier, vol. 108(C), pages 147-162.
    6. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    7. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75002, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    8. Mamouni Limnios, Elena Alexandra & Mazzarol, Tim & Ghadouani, Anas & Schilizzi, Steven G.M., 2014. "The Resilience Architecture Framework: Four organizational archetypes," European Management Journal, Elsevier, vol. 32(1), pages 104-116.
    9. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    10. Parker, Hamieda & Ameen, Khadija, 2018. "The role of resilience capabilities in shaping how firms respond to disruptions," Journal of Business Research, Elsevier, vol. 88(C), pages 535-541.
    11. Andrea Carugati & Lapo Mola & Loïc Plé & Marion Lauwers & Antonio Giangreco, 2020. "Exploitation and exploration of IT in times of pandemic: from dealing with emergency to institutionalising crisis practices," Post-Print halshs-03187028, HAL.
    12. Andrea Carugati & Lapo Mola & Loïc PlÉ & Marion Lauwers & Antonio Giangreco, 2020. "Exploitation and exploration of IT in times of pandemic: from dealing with emergency to institutionalising crisis practices," Post-Print hal-03132874, HAL.
    13. Antonio Miceli & Birgit Hagen & Maria Pia Riccardi & Francesco Sotti & Davide Settembre-Blundo, 2021. "Thriving, Not Just Surviving in Changing Times: How Sustainability, Agility and Digitalization Intertwine with Organizational Resilience," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    14. 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.
    15. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    16. 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.
    17. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75202, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    18. Christian Matt & Thomas Hess & Alexander Benlian, 2015. "Digital Transformation Strategies," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 339-343, October.
    19. Riccardo Rialti & Giacomo Marzi, 2020. "Ambidextrous Organizations in the Big Data Era," Springer Books, Springer, number 978-3-030-36584-4, December.
    20. Luca Gastaldi & Francesco Paolo Appio & Mariano Corso & Andrea Pistorio, 2018. "Managing the exploration-exploitation paradox in healthcare," Post-Print halshs-02292327, HAL.
    21. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    22. Margaret Peteraf & Giada Di Stefano & Gianmario Verona, 2013. "The elephant in the room of dynamic capabilities: Bringing two diverging conversations together," Post-Print hal-00982438, HAL.
    23. Li, Feng, 2020. "The digital transformation of business models in the creative industries: A holistic framework and emerging trends," Technovation, Elsevier, vol. 92.
    24. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
    25. Gu, Minhao & Yang, Lu & Huo, Baofeng, 2021. "The impact of information technology usage on supply chain resilience and performance: An ambidexterous view," International Journal of Production Economics, Elsevier, vol. 232(C).
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