Knowledge management, operational resilience and export performance: moderating roles of strategic flexibility and maturity of digital transformation in emerging markets
Hoque, Mohammad Tayeenul; Tzokas, Nikolaos; Arslan, Ahmad; R Gupta, Deepika; Ahammad, Mohammad Faisal (2026-01-13)
Hoque, Mohammad Tayeenul
Tzokas, Nikolaos
Arslan, Ahmad
R Gupta, Deepika
Ahammad, Mohammad Faisal
Emerald
13.01.2026
Hoque MT, Tzokas N, Arslan A, R Gupta D, Ahammad MF (2026;), "Knowledge management, operational resilience and export performance: moderating roles of strategic flexibility and maturity of digital transformation in emerging markets". International Marketing Review, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IMR-10-2024-0389
https://creativecommons.org/licenses/by-nc/4.0/
This author accepted manuscript is deposited under a Creative Commons Attribution Non-commercial 4.0 International (CC BY-NC) licence. This means that anyone may distribute, adapt, and build upon the work for non-commercial purposes, subject to full attribution. If you wish to use this manuscript for commercial purposes, please visit Marketplace.
https://creativecommons.org/licenses/by-nc/4.0/
This author accepted manuscript is deposited under a Creative Commons Attribution Non-commercial 4.0 International (CC BY-NC) licence. This means that anyone may distribute, adapt, and build upon the work for non-commercial purposes, subject to full attribution. If you wish to use this manuscript for commercial purposes, please visit Marketplace.
https://creativecommons.org/licenses/by-nc/4.0/
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:oulu-202602161803
https://urn.fi/URN:NBN:fi:oulu-202602161803
Tiivistelmä
Abstract
Purpose:
This paper develops and tests a model centered on the critical role of operational resilience in driving export performance in an emerging market within a global, volatile, uncertain, complex and ambiguous environment. We investigate how knowledge management capability can reinforce operational resilience to improve export performance and explore how strategic flexibility and digital transformation maturity shape these effects.
Design/methodology/approach:
We tested the model using data from 400 manufacturing firms from Bangladesh, collected through a multi-wave survey with responses from two mid-level managers per firm. Through a structural path analysis, we explored the intricate connections between KMC-based strategy, operational resilience and export performance. The direct and mediation effects were analyzed using Mplus 8 and Python packages. Specifically, the moderation effects and the Johnson–Neyman (J–N) plot were tested using the Python PyProcess package.
Findings:
The findings confirmed the robustness of our conceptual model. Further analysis revealed that strategic flexibility has a stronger moderated mediation effect than the firms' maturity of the digital transformation.
Originality/value:
The study advances a unique integration of the information processing view with the knowledge-based view of the firm in exploring key factors underlying the export performance in emerging market firms. By establishing how pre-shock capabilities, such as strategic flexibility and maturity of digital transformation, serve as essential components for improving a firm's operational resilience we add to the export managers' toolkit for improving export performance.
Purpose:
This paper develops and tests a model centered on the critical role of operational resilience in driving export performance in an emerging market within a global, volatile, uncertain, complex and ambiguous environment. We investigate how knowledge management capability can reinforce operational resilience to improve export performance and explore how strategic flexibility and digital transformation maturity shape these effects.
Design/methodology/approach:
We tested the model using data from 400 manufacturing firms from Bangladesh, collected through a multi-wave survey with responses from two mid-level managers per firm. Through a structural path analysis, we explored the intricate connections between KMC-based strategy, operational resilience and export performance. The direct and mediation effects were analyzed using Mplus 8 and Python packages. Specifically, the moderation effects and the Johnson–Neyman (J–N) plot were tested using the Python PyProcess package.
Findings:
The findings confirmed the robustness of our conceptual model. Further analysis revealed that strategic flexibility has a stronger moderated mediation effect than the firms' maturity of the digital transformation.
Originality/value:
The study advances a unique integration of the information processing view with the knowledge-based view of the firm in exploring key factors underlying the export performance in emerging market firms. By establishing how pre-shock capabilities, such as strategic flexibility and maturity of digital transformation, serve as essential components for improving a firm's operational resilience we add to the export managers' toolkit for improving export performance.
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