Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation
Abstract
1. Introduction
- (1)
- To explore the relationship between knowledge sharing, digital transformation, open innovation, and organizational agility.
- (2)
- To investigate the individual and serial mediating roles of digital transformation and open innovation in the relationship between knowledge sharing and organizational agility.
- (3)
- To test the moderating role of transformational leadership in the relationship between digital transformation and open innovation.
2. Literature Review and Hypotheses Development
2.1. Theoretical Support
2.2. Hypothesis Development
2.2.1. Knowledge Sharing and Digital Transformation
2.2.2. Digital Transformation and Open Innovation
2.2.3. Open Innovation and Organizational Agility
2.2.4. Digital Transformation as Mediator
2.2.5. Open Innovation as Mediator
2.2.6. Serial Mediation of Digital Transformation and Open Innovation
2.2.7. Transformational Leadership as Moderator
3. Materials and Methods
3.1. Research Design
3.2. Data Collection
3.3. Measurements
3.4. Ethical Considerations
3.5. Data Analysis
4. Analysis of Results and Discussion
4.1. Evaluation of Measurement Model
4.2. Evaluation of Structural Model
4.3. Evaluation of Mediation Effect
4.4. Discussion
5. Conclusions
5.1. Implications
5.1.1. Theoretical Implications
5.1.2. Practical Implications
5.2. Limitations and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Navimipour, N.J.; Charband, Y. Knowledge sharing mechanisms and techniques in project teams: Literature review, classification, and current trends. Comput. Hum. Behav. 2016, 62, 730–742. [Google Scholar] [CrossRef]
- Zighan, S. Disruptive Technology from an Organizational Management Perspective. In Proceedings of the 2022 International Conference on Business Analytics for Technology and Security (ICBATS), Dubai, United Arab Emirates, 16–17 February 2022; pp. 1–5. [Google Scholar]
- Díaz-Arancibia, J.; Hochstetter-Diez, J.; Bustamante-Mora, A.; Sepúlveda-Cuevas, S.; Albayay, I.; Arango-López, J. Navigating Digital Transformation and Technology Adoption: A Literature Review from Small and Medium-Sized Enterprises in Developing Countries. Sustainability 2024, 16, 5946. [Google Scholar] [CrossRef]
- Hu, Y.; Pan, Y.; Yu, M.; Chen, P. Navigating Digital Transformation and Knowledge Structures: Insights for Small and Medium-Sized Enterprises. J. Knowl. Econ. 2024, 15, 16311–16344. [Google Scholar] [CrossRef]
- Nadkarni, S.; Prügl, R. Digital transformation: A review, synthesis and opportunities for future research. Manag. Rev. Q. 2021, 71, 233–341. [Google Scholar] [CrossRef]
- Ramadan, M.; Bou Zakhem, N.; Baydoun, H.; Daouk, A.; Youssef, S.; El Fawal, A.; Elia, J.; Ashaal, A. Toward Digital Transformation and Business Model Innovation: The Nexus between Leadership, Organizational Agility, and Knowledge Transfer. Adm. Sci. 2023, 13, 185. [Google Scholar] [CrossRef]
- Hanelt, A.; Bohnsack, R.; Marz, D.; Antunes Marante, C. A systematic review of the literature on digital transformation: Insights and implications for strategy and organizational change. J. Manag. Stud. 2021, 58, 1159–1197. [Google Scholar] [CrossRef]
- Ben Ghrbeia, S.; Alzubi, A. Building micro-foundations for digital transformation: A moderated mediation model of the interplay between digital literacy and digital transformation. Sustainability 2024, 16, 3749. [Google Scholar] [CrossRef]
- Adobor, H.; Kudonoo, E.C. Antifragility and organizations: An organizational design perspective. Leadersh. Organ. Dev. J. 2025, 46, 351–375. [Google Scholar] [CrossRef]
- Sacavém, A.; de Bem Machado, A.; dos Santos, J.R.; Palma-Moreira, A.; Belchior-Rocha, H.; Au-Yong-Oliveira, M. Leading in the Digital Age: The Role of Leadership in Organizational Digital Transformation. Adm. Sci. 2025, 15, 43. [Google Scholar] [CrossRef]
- Farooq, R. A conceptual model of knowledge sharing. Int. J. Innov. Sci. 2020, 10, 238–260. [Google Scholar] [CrossRef]
- Silfia, A.; Purwono, R.; Herachwati, N. Knowledge Sharing: Antecedent and Consequences Literature Review. RSF Conf. Ser. Bus. Manag. Soc. Sci. 2023, 3, 319–330. [Google Scholar] [CrossRef]
- Karnik, N.; Yadav, A.; Sahana, B.; Kandhari, H.; Banerjee, S. A survey of analyzing organizational performance and survival employing the management of knowledge. Multidiscip. Rev. 2023, 6, e2023ss089. [Google Scholar] [CrossRef]
- Tiwari, S.P. Emerging technologies: Factors influencing knowledge sharing. World J. Educ. Res. 2022, 9, 68–74. [Google Scholar] [CrossRef]
- Natalicchio, A.; Ardito, L.; Savino, T.; Albino, V. Managing knowledge assets for open innovation: A systematic literature review. J. Knowl. Manag. 2017, 21, 1362–1383. [Google Scholar] [CrossRef]
- Martínez-Falcó, J.; Sánchez-García, E.; Marco-Lajara, B. Open Innovation Strategies for Effective Competitive Advantage; IGI Global: Hershey, PA, USA, 2025. [Google Scholar]
- Zhang, H.; Ding, H.; Xiao, J. How organizational agility promotes digital transformation: An empirical study. Sustainability 2023, 15, 11304. [Google Scholar] [CrossRef]
- Kumkale, İ. Organizational Agility. In Organizational Mastery: The Impact of Strategic Leadership and Organizational Ambidexterity on Organizational Agility; Kumkale, İ., Ed.; Springer Nature: Singapore, 2022; pp. 37–52. [Google Scholar]
- Musa, S.; Enggarsyah, D.T.P. Absorptive capacity, organizational creativity, organizational agility, organizational resilience and competitive advantage in disruptive environments. J. Strategy Manag. 2025, 18, 303–325. [Google Scholar] [CrossRef]
- Yi, W.; Kim, S.W. The Impact of IT Capabilities on Organizational Agility with the Moderating Effect of Organizational Learning. IEEE Access 2025, 13, 30915–30935. [Google Scholar] [CrossRef]
- Abro, Q.-U.-A.; Laghari, A.A.; Yin, J.; Qasim, M.; Hussain, A.; Soomro, A.; Hisbani, F.; Ashraf, A. Obligation to Opportunity: Exploring the Symbiosis of Corporate Social Responsibility, Green Innovation, and Organizational Agility in the Quest for Environmental Performance. Sustainability 2024, 16, 10720. [Google Scholar] [CrossRef]
- Homayoun, S.; Salehi, M.; ArminKia, A.; Novakovic, V. The mediating effect of innovative performance on the relationship between the use of information technology and organizational agility in SMEs. Sustainability 2024, 16, 9649. [Google Scholar] [CrossRef]
- Probojakti, W.; Utami, H.N.; Prasetya, A.; Riza, M.F. Building Sustainable Competitive Advantage in Banking through Organizational Agility. Sustainability 2024, 16, 8327. [Google Scholar] [CrossRef]
- Gillespie, N.A.; Mann, L. Transformational leadership and shared values: The building blocks of trust. J. Manag. Psychol. 2004, 19, 588–607. [Google Scholar] [CrossRef]
- Demir, B.; Akdemir, M.A.; Kara, A.U.; Sagbas, M.; Sahin, Y.; Topcuoglu, E. The Mediating Role of Green Innovation and Environmental Performance in the Effect of Green Transformational Leadership on Sustainable Competitive Advantage. Sustainability 2025, 17, 1407. [Google Scholar] [CrossRef]
- Ly, B. The Interplay of Digital Transformational Leadership, Organizational Agility, and Digital Transformation. J. Knowl. Econ. 2024, 15, 4408–4427. [Google Scholar] [CrossRef]
- Alqarni, K.; Agina, M.F.; Khairy, H.A.; Al-Romeedy, B.S.; Farrag, D.A.; Abdallah, R.M. The effect of electronic human resource management systems on sustainable competitive advantages: The roles of sustainable innovation and organizational agility. Sustainability 2023, 15, 16382. [Google Scholar] [CrossRef]
- Yang, Z.; Dong, M.; Guo, H.; Peng, W. Empowering resilience through digital transformation intentions: Synergizing knowledge sharing and transformational leadership amid COVID-19. J. Organ. Chang. Manag. 2024, 38, 59–81. [Google Scholar] [CrossRef]
- Qalati, S.A.; Siddiqui, F.; Magni, D. Senior management’s sustainability commitment and environmental performance: Revealing the role of green human resource management practices. Bus. Strategy Environ. 2024, 33, 8965–8977. [Google Scholar] [CrossRef]
- Qalati, S.A.; Siddiqui, F.; Wu, Q. The effect of environmental ethics and spiritual orientation on firms’ outcomes: The role of senior management orientation and stakeholder pressure. Humanit. Soc. Sci. Commun. 2024, 11, 1746. [Google Scholar] [CrossRef]
- Barney, J. Firm Resources and Sustained Competitive Advantage. J. Manag. 1991, 17, 99–120. [Google Scholar] [CrossRef]
- Teece, D.J. Explicating dynamic capabilities: The nature and microfoundations of (sustainable) enterprise performance. Strateg. Manag. J. 2007, 28, 1319–1350. [Google Scholar] [CrossRef]
- Bass, B.M. Leadership: Good, better, best. Organ. Dyn. 1985, 13, 26–40. [Google Scholar] [CrossRef]
- Ta, V.A.; Lin, C.-Y. Exploring the Determinants of Digital Transformation Adoption for SMEs in an Emerging Economy. Sustainability 2023, 15, 7093. [Google Scholar] [CrossRef]
- Al Omoush, K.; Lassala, C.; Ribeiro-Navarrete, S. The role of digital business transformation in frugal innovation and SMEs’ resilience in emerging markets. Int. J. Emerg. Mark. 2025, 20, 366–386. [Google Scholar] [CrossRef]
- Binsaeed, R.H.; Yousaf, Z.; Grigorescu, A.; Samoila, A.; Chitescu, R.I.; Nassani, A.A. Knowledge Sharing Key Issue for Digital Technology and Artificial Intelligence Adoption. Systems 2023, 11, 316. [Google Scholar] [CrossRef]
- Teece, D.J.; Pisano, G.; Shuen, A. Dynamic capabilities and strategic management. Strateg. Manag. J. 1997, 18, 509–533. [Google Scholar] [CrossRef]
- Al Jabri, M.A.; Shaloh, S.; Shakhoor, N.; Haddoud, M.Y.; Obeidat, B.Y. The impact of dynamic capabilities on enterprise agility: The intervening roles of digital transformation and IT alignment. J. Open Innov. Technol. Mark. Complex. 2024, 10, 100266. [Google Scholar] [CrossRef]
- Motamedimoghadam, M.; Mira da Silva, M.; Amaral, M. Organizational capabilities for digital innovation: A systematic literature review. Eur. J. Innov. Manag. 2024; ahead of print. [Google Scholar] [CrossRef]
- Zhang, Q. The Role of Transformational Leadership in Organizational Innovation. Int. J. Educ. Humanit. 2025, 18, 236–240. [Google Scholar] [CrossRef]
- Altunoğlu, A.E.; Şahin, F.; Babacan, S. Transformational leadership, trust, and follower outcomes: A moderated mediation model. Manag. Res. Rev. 2019, 42, 370–390. [Google Scholar] [CrossRef]
- Jung, D.I.; Chow, C.; Wu, A. The role of transformational leadership in enhancing organizational innovation: Hypotheses and some preliminary findings. Leadersh. Q. 2003, 14, 525–544. [Google Scholar] [CrossRef]
- Gachugu, E. The Role of Transformational Leadership on Digital Innovation and Performance in Large Organizations. J. Strateg. Manag. 2023, 7, 81–92. [Google Scholar] [CrossRef]
- Xiong, X. Examining the influence of knowledge transfer and dynamic capabilities on enterprise digital transformation. PLoS ONE 2024, 19, e0311176. [Google Scholar] [CrossRef]
- Mohajan, H.K. Knowledge Sharing among Employees in Organizations. J. Econ. Dev. Environ. People 2019, 8, 52–61. [Google Scholar] [CrossRef]
- Grant, R.M. Toward a knowledge-based theory of the firm. Strateg. Manag. J. 1996, 17, 109–122. [Google Scholar] [CrossRef]
- Wang, W.; Hummel, J.T.; Nandhakumar, J. A Knowledge-Based Perspective on Digital Transformation. Acad. Manag. Proc. 2023, 2023, 18402. [Google Scholar] [CrossRef]
- Jewapatarakul, D.; Ueasangkomsate, P. Digital Organizational Culture, Organizational Readiness, and Knowledge Acquisition Affecting Digital Transformation in SMEs from Food Manufacturing Sector. SAGE Open 2024, 14, 21582440241297405. [Google Scholar] [CrossRef]
- Nwogwugwu, N.O. Digital Literacy, Creativity, Knowledge Sharing and Dissemination in the 21st Century. In Digital Literacy, Inclusivity and Sustainable Development in Africa; Asamoah–Hassan, H., Ed.; Facet: London, UK, 2022; pp. 191–202. [Google Scholar] [CrossRef]
- Guo, R.; Yin, H.; Liu, X. Coopetition, organizational agility, and innovation performance in digital new ventures. Ind. Mark. Manag. 2023, 111, 143–157. [Google Scholar] [CrossRef]
- Devaraj, S.M. Digital Transformation and Innovation: Driving Business Growth. Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol. 2024, 10, 885–894. [Google Scholar] [CrossRef]
- Wang, F.; Zhao, J.; Chi, M.; Li, Y. Collaborative innovation capability in IT-enabled inter-firm collaboration. Ind. Manag. Data Syst. 2017, 117, 2364–2380. [Google Scholar] [CrossRef]
- Wu, Q.; Qalati, S.A.; Tajeddini, K.; Wang, H. The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: New insights from a labor structure perspective. Ind. Manag. Data Syst. 2025, 125, 849–874. [Google Scholar] [CrossRef]
- Xie, X.; Mu, X.; Tao, N.; Yin, S. The coupling mechanism of the digital innovation ecosystem and value co-creation. Adv. Environ. Eng. Res. 2023, 4, 013. [Google Scholar] [CrossRef]
- Brohman, M.K.; Dawson, G.S.; Desouza, K.C. Digitalization and Sustainability: Advancing Digital Value; Edward Elgar Publishing: Cheltenham, UK, 2023. [Google Scholar] [CrossRef]
- Marcos-Rodriguez, K.L.; Moran-Murillo, P.N.; Ríos-Gaibor, C.G. Transformación digital y su impacto en estrategias y herramientas tecnológicas en la administración moderna. Multidiscip. Collab. J. 2024, 2, 53–64. [Google Scholar] [CrossRef]
- Xu, C.; Xingtong, C.; Chen, J. Effect of digital transformation on open innovation. Technol. Anal. Strateg. Manag. 2024, 1–14. [Google Scholar] [CrossRef]
- Jing, H.; Qu, G. How to promote open innovation in restricted situations? Digital transformation perspective. Kybernetes 2024, 53, 4615–4638. [Google Scholar] [CrossRef]
- Yun, J.J.; Zhao, X.; Koo, I.; Sadoi, Y.; Pyka, A. Open innovation and digital transformation in the automotive industry: A comparative analysis of South Korea, Japan and Germany. Eur. J. Innov. Manag. 2025; ahead of print. [Google Scholar] [CrossRef]
- Shaikh, Z.P. Importance of Agility and Innovation Potential in Business: Transforming Organizational Structures and Processes. In Business Transformation in the Era of Digital Disruption; Taherdoost, H., Drazenovic, G., Madanchian, M., Khan, I.U., Arshi, O., Eds.; IGI Global: Hershey, PA, USA, 2025; pp. 213–236. [Google Scholar] [CrossRef]
- Wang, X.; Arnett, D.B.; Hou, L. Using external knowledge to improve organizational innovativeness: Understanding the knowledge leveraging process. J. Bus. Ind. Mark. 2016, 31, 164–173. [Google Scholar] [CrossRef]
- Hutton, S.; Demir, R.; Eldridge, S. A microfoundational view of the interplay between open innovation and a firm’s strategic agility. Long Range Plan. 2024, 57, 102429. [Google Scholar] [CrossRef]
- Zobel, A.-K.; Hagedoorn, J. Implications of Open Innovation for Organizational Boundaries and the Governance of Contractual Relations. Acad. Manag. Perspect. 2018, 34, 400–423. [Google Scholar] [CrossRef]
- Kikuchi, H.; Iwao, S. Pure Dynamic Capabilities to Accomplish Economies of Growth. Ann. Bus. Adm. Sci. 2016, 15, 139–148. [Google Scholar] [CrossRef]
- Robledo Fernandez, J.C.; Martinez Moreno, O.C.; Rodriguez Arias, C.A. Capacidades dinámicas: Reflexión teórica desde el campo de la estrategia. Publ. Investig. 2023, 17, 2. [Google Scholar] [CrossRef]
- Urresta-Vargas, D.; Carvajal-Vargas, V.; Arias-Pérez, J. Dismissing uncertainties about open innovation constraints to organizational agility in emerging markets: Is knowledge hiding a perfect storm? Manag. Decis. 2023; ahead of print. [Google Scholar] [CrossRef]
- Salmerón, J.P.; Valle, R.S.; Molina-Castillo, F.-J. Beyond borders: Unraveling the tapestry of export performance through business model innovation, open innovation, and organisational agility. Technovation 2025, 144, 103237. [Google Scholar] [CrossRef]
- Mokter, H.; Astrid Heidemann, L. Q&A. How Do Digital Platforms for Ideas, Technologies, and Knowledge Transfer Act as Enablers for Digital Transformation? Technol. Innov. Manag. Rev. 2017, 7, 55–60. [Google Scholar]
- Karunanayaka, S.P. Knowledge co-creation in the digital age: Social Science research as a catalyst. Sri Lanka J. Soc. Sci. 2024, 46, 141–143. [Google Scholar] [CrossRef]
- Jia, Q.; Qinghao, W.; Liu, J. Nonlinear nexus among business environment, digital transformation and ESG performance of private enterprises in China: New insights from mediation-threshold models. Appl. Econ. Lett. 2024, 1–6. [Google Scholar] [CrossRef]
- Agostini, L.; Galati, F.; Gastaldi, L. The digitalization of the innovation process. Eur. J. Innov. Manag. 2020, 23, 1–12. [Google Scholar] [CrossRef]
- Bereznoy, A.; Meissner, D.; Scuotto, V. The intertwining of knowledge sharing and creation in the digital platform-based ecosystem. A conceptual study on the lens of the open innovation approach. J. Knowl. Manag. 2021, 25, 2022–2042. [Google Scholar] [CrossRef]
- Randhawa, K.; Josserand, E.; Schweitzer, J.; Logue, D. Knowledge collaboration between organizations and online communities: The role of open innovation intermediaries. J. Knowl. Manag. 2017, 21, 1293–1318. [Google Scholar] [CrossRef]
- Lu, Y. Impact of Digital Technologies on Organizational Change Strategies: A Review. Res. J. Bus. Econ. 2024, 2, 01–11. [Google Scholar] [CrossRef]
- AlNuaimi, B.K.; Kumar Singh, S.; Ren, S.; Budhwar, P.; Vorobyev, D. Mastering digital transformation: The nexus between leadership, agility, and digital strategy. J. Bus. Res. 2022, 145, 636–648. [Google Scholar] [CrossRef]
- Zhu, X.; Li, Y. The use of data-driven insight in ambidextrous digital transformation: How do resource orchestration, organizational strategic decision-making, and organizational agility matter? Technol. Forecast. Soc. Chang. 2023, 196, 122851. [Google Scholar] [CrossRef]
- Andrade, C.R.D.O.; Gonçalo, C.R.; Santos, A.M. Digital transformation with agility: The emerging dynamic capability of complementary services. RAM. Rev. Adm. Mackenzie 2022, 23, eRAMD220063. [Google Scholar] [CrossRef]
- Iqbal, B.; Alabbosh, K.F.; Jalal, A.; Suboktagin, S.; Elboughdiri, N. Sustainable food systems transformation in the face of climate change: Strategies, challenges, and policy implications. Food Sci. Biotechnol. 2025, 34, 871–883. [Google Scholar] [CrossRef] [PubMed]
- Abdalla, S.; Nakagawa, K. The interplay of digital transformation and collaborative innovation on supply chain ambidexterity. Technol. Innov. Manag. Rev. 2021, 11, 45–56. [Google Scholar] [CrossRef]
- Riel, A.; Messnarz, R.; Woeran, B. Democratizing innovation in the digital era: Empowering innovation agents for driving the change. In Proceedings of the Systems, Software and Services Process Improvement: 27th European Conference, EuroSPI 2020, Düsseldorf, Germany, 9–11 September 2020; pp. 757–771. [Google Scholar]
- Tuan, L.T. Organisational ambidexterity and supply chain agility: The mediating role of external knowledge sharing and moderating role of competitive intelligence. Int. J. Logist. Res. Appl. 2016, 19, 583–603. [Google Scholar] [CrossRef]
- Xu, M.; Zhang, Y.; Sun, H.; Tang, Y.; Li, J. How digital transformation enhances corporate innovation performance: The mediating roles of big data capabilities and organizational agility. Heliyon 2024, 10, e34905. [Google Scholar] [CrossRef] [PubMed]
- Mohanty, A.; Keswani, B.; Mohanty, S.K.; Mohapatra, A.G.; Nayak, S.; Akhtar, M.M. Synergizing Knowledge Management in the Era of Industry 4.0: A Technological Revolution for Organizational Excellence. In Knowledge Management and Industry Revolution 4.0; Wiley-Scrivener: Hoboken, NJ, USA, 2024; pp. 39–85. [Google Scholar]
- Marjerison, R.K.; Andrews, M.; Kuan, G. Creating sustainable organizations through knowledge sharing and organizational agility: Empirical evidence from China. Sustainability 2022, 14, 4531. [Google Scholar] [CrossRef]
- Saefullah, A.; Hidayatullah, S.; Fadli, A.; Candra, H. The impact of transformational leadership on energy innovation: A review from the viewpoint of the consumer. Int. J. Artif. Intell. Res. 2024, 8, 1–15. [Google Scholar]
- Bilgiseven, E.B. Transformational and Digital Leadership for Digital Transformation in the Digital Age. In Organizational Behavior and Human Resource Management for Complex Work Environments; Belias, D., Rossidis, I., Papademetriou, C., Eds.; IGI Global: Hershey, PA, USA, 2024; pp. 56–80. [Google Scholar] [CrossRef]
- Bass, B. Transformational leadership theory. In Organizational Behavior 1; Routledge: Oxfordshire, UK, 2015; pp. 361–385. [Google Scholar]
- Ting, I.W.K.; Sui, H.J.; Kweh, Q.L.; Nawanir, G. Knowledge management and firm innovative performance with the moderating role of transformational leadership. J. Knowl. Manag. 2021, 25, 2115–2140. [Google Scholar] [CrossRef]
- Dehalwar, K.; Sharma, S.N. Exploring the distinctions between quantitative and qualitative research methods. Think India J. 2024, 27, 7–15. [Google Scholar]
- Qalati, S.A. Linking managerial ties and organizations sustainability outcomes via knowledge management and business model innovation: The role of environmental turbulence. Int. Stud. Manag. Organ. 2024, 1–27. [Google Scholar] [CrossRef]
- Chen, L.; Qalati, S.A.; Fan, M. Effects of sustainable innovation on stakeholder engagement and societal impacts: The mediating role of stakeholder engagement and the moderating role of anticipatory governance. Sustain. Dev. 2025, 33, 2406–2428. [Google Scholar] [CrossRef]
- Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.-Y.; Podsakoff, N.P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J. Appl. Psychol. 2003, 88, 879–903. [Google Scholar] [CrossRef] [PubMed]
- Blasius, J.; Brandt, M. Representativeness in Online Surveys through Stratified Samples. Bull. Sociol. Methodol. 2010, 107, 5–21. [Google Scholar] [CrossRef]
- Fischer, C. Motivated to share? Development and validation of a domain-specific scale to measure knowledge-sharing motives. VINE J. Inf. Knowl. Manag. Syst. 2024, 54, 861–895. [Google Scholar] [CrossRef]
- Oliveira, M.; Curado, C.M.M.; Maçada, A.C.G.; Nodari, F. Using alternative scales to measure knowledge sharing behavior: Are there any differences? Comput. Hum. Behav. 2015, 44, 132–140. [Google Scholar] [CrossRef]
- Hung, K.-P.; Chou, C. The impact of open innovation on firm performance: The moderating effects of internal R&D and environmental turbulence. Technovation 2013, 33, 368–380. [Google Scholar] [CrossRef]
- Alimo-Metcalfe, B.; Alban-Metcalfe, R.J. The development of a new Transformational Leadership Questionnaire. J. Occup. Organ. Psychol. 2001, 74, 1–27. [Google Scholar] [CrossRef]
- Qalati, S.A.; Badwy, H.E.; El-Bardan, M.F. Career Proactivity Unleashed: Charting the Path to Sustainable Success Through the Art of Self-Regulated Learning. J. Employ. Couns. 2025, 62, 116–126. [Google Scholar] [CrossRef]
- Hair Jr, J.F.; Hult, G.T.M.; Ringle, C.M.; Sarstedt, M.; Danks, N.P.; Ray, S. Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook; Springer Nature: Cham, Switzerland, 2021. [Google Scholar]
- Fornell, C.; Larcker, D.F. Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 1981, 18, 39–50. [Google Scholar] [CrossRef]
- Roberts, B.W.; Yoon, H.J. Personality psychology. Annu. Rev. Psychol. 2022, 73, 489–516. [Google Scholar] [CrossRef]
- Sarkar, A.; Wang, H.; Rahman, A.; Azim, J.A.; Memon, W.H.; Qian, L. Structural equation model of young farmers’ intention to adopt sustainable agriculture: A case study in Bangladesh. Renew. Agric. Food Syst. 2022, 37, 142–154. [Google Scholar] [CrossRef]
- Feng, Y.; Hancock, G.R. A structural equation modeling approach for modeling variability as a latent variable. Psychol. Methods 2024, 29, 262. [Google Scholar] [CrossRef] [PubMed]
- Cui, Y.; Zhao, C.; Zhang, Q. Impact of digital transformation in agribusinesses on total factor productivity. Int. Food Agribus. Manag. Rev. 2024, 27, 843–857. [Google Scholar] [CrossRef]
- Ygnacio, M.A.C. Digital transformation in universities: Models, frameworks and road map. Int. J. Electron. Gov. 2024, 16, 303–333. [Google Scholar] [CrossRef]
- Rautela, S. Open innovation and new product development: Major themes and research trajectories. J. Manag. Hist. 2024, 30, 686–715. [Google Scholar] [CrossRef]
- Budur, T.; Demirer, H.; Rashid, C.A. The effects of knowledge sharing on innovative behaviours of academicians; mediating effect of innovative organization culture and quality of work life. J. Appl. Res. High. Educ. 2024, 16, 405–426. [Google Scholar] [CrossRef]
- Lu, C.; Qi, Y.; Hao, S. Enhancing innovation performance of SMEs through open innovation and absorptive capacity: The moderating effect of business model. Technol. Anal. Strateg. Manag. 2024, 36, 2907–2923. [Google Scholar] [CrossRef]
- Cricchio, J.; Di Minin, A. The rise of open innovation in Chinese academia: A systematic review of the literature. RD Manag. 2024, 55, 899–928. [Google Scholar] [CrossRef]
- Fasnacht, D. Open Innovation as a Basis. In Open and Digital Ecosystems; Springer: Heidelberg, Germany, 2024; pp. 101–122. [Google Scholar]
- Minhaj, S.M.; Khan, M.A. Dimensions of E-Banking and the mediating role of customer satisfaction: A structural equation model approach. Int. J. Bus. Innov. Res. 2025, 36, 42–57. [Google Scholar] [CrossRef]
- Zhao, X.; Lynch, J.G., Jr.; Chen, Q. Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis. J. Consum. Res. 2010, 37, 197–206. [Google Scholar] [CrossRef]
- Chesbrough, H.W.; Appleyard, M.M. Open Innovation and Strategy. Calif. Manag. Rev. 2007, 50, 57–76. [Google Scholar] [CrossRef]
- Chang, C.-H.; Chen, Y.-S.; Tseng, C.-W. Digital transformation anxiety: Absorptive capacity, dynamic capability, and digital innovation performance. Manag. Decis. 2025, 63, 734–755. [Google Scholar] [CrossRef]
- Aquilani, B.; Piccarozzi, M.; Abbate, T.; Codini, A. The Role of Open Innovation and Value Co-creation in the Challenging Transition from Industry 4.0 to Society 5.0: Toward a Theoretical Framework. Sustainability 2020, 12, 8943. [Google Scholar] [CrossRef]
- Kapoor, R.; Adner, R. What Firms Make vs. What They Know: How Firms’ Production and Knowledge Boundaries Affect Competitive Advantage in the Face of Technological Change. Organ. Sci. 2011, 23, 1227–1248. [Google Scholar] [CrossRef]
- Liao, S.; Zhiying, L.; Ma, C. Direct and configurational paths of open innovation and organisational agility to business model innovation in SMEs. Technol. Anal. Strateg. Manag. 2019, 31, 1213–1228. [Google Scholar] [CrossRef]
- Egodawele, M.; Sedera, D.; Bui, V. A Systematic Review of Digital Transformation Literature (2013–2021) and the development of an overarching apriori model to guide future research. arXiv 2022, arXiv:2212.03867. [Google Scholar]
- Marhraoui, M.A.; Manouar, A.E. Towards a new framework linking knowledge management systems and organizational agility: An empirical study. arXiv 2017, arXiv:1707.08182. [Google Scholar] [CrossRef]
- Singh, S.K.; Gupta, S.; Busso, D.; Kamboj, S. Top management knowledge value, knowledge sharing practices, open innovation and organizational performance. J. Bus. Res. 2021, 128, 788–798. [Google Scholar] [CrossRef]
- Cardoso, A.; Pereira, M.S.; Sá, J.C.; Powell, D.J.; Faria, S.; Magalhães, M. Digital Culture, Knowledge, and Commitment to Digital Transformation and Its Impact on the Competitiveness of Portuguese Organizations. Adm. Sci. 2024, 14, 8. [Google Scholar] [CrossRef]
- Philip, J. Viewing Digital Transformation through the Lens of Transformational Leadership. J. Organ. Comput. Electron. Commer. 2021, 31, 114–129. [Google Scholar] [CrossRef]
- Gürlek, M.; Çemberci, M. Understanding the relationships among knowledge-oriented leadership, knowledge management capacity, innovation performance and organizational performance. Kybernetes 2020, 49, 2819–2846. [Google Scholar] [CrossRef]
- Fatima, T.; Masood, A. Impact of digital leadership on open innovation: A moderating serial mediation model. J. Knowl. Manag. 2024, 28, 161–180. [Google Scholar] [CrossRef]
Constructs | Items | FL | CA | CR | AVE | VIF |
---|---|---|---|---|---|---|
Digital transformation (DT) | DT1 | 0.852 | 0.840 | 0.893 | 0.675 | 1.118 |
DT2 | 0.824 | |||||
DT3 | 0.851 | |||||
DT4 | 0.756 | |||||
Knowledge sharing (KS) | KS1 | 0.887 | 0.871 | 0.914 | 0.727 | 1.000 |
KS2 | 0.907 | |||||
KS3 | 0.888 | |||||
KS4 | 0.717 | |||||
Open innovation (OI) | OI1 | 0.792 | 0.885 | 0.912 | 0.636 | 1.000 |
OI2 | 0.829 | |||||
OI3 | 0.781 | |||||
OI4 | 0.882 | |||||
OI5 | 0.742 | |||||
OI6 | 0.748 | |||||
Transformational leadership (TL) | TL1 | 0.827 | 0.927 | 0.940 | 0.663 | 1.170 |
TL2 | 0.800 | |||||
TL3 | 0.759 | |||||
TL4 | 0.847 | |||||
TL5 | 0.848 | |||||
TL6 | 0.845 | |||||
TL7 | 0.842 | |||||
TL8 | 0.739 | |||||
Organizational agility (OA) | OA1 | 0.912 | 0.919 | 0.939 | 0.755 | |
OA2 | 0.872 | |||||
OA3 | 0.893 | |||||
OA4 | 0.828 |
Construct | DT | KS | OA | OI | TL |
---|---|---|---|---|---|
Digital transformation (DT) | 0.814 | 0.797 | 0.869 | 0.853 | 0.822 |
Knowledge sharing (KS) | 0.780 | 0.786 | 0.822 | 0.158 | 0.671 |
Organizational agility (OA) | 0.310 | 0.176 | 0.823 | 0.146 | 0.277 |
Open innovation (OI) | 0.336 | 0.168 | 0.886 | 0.248 | 0.296 |
Transformational leadership (TL) | 0.312 | 0.280 | 0.890 | 0.848 | 0.284 |
Hypothesis | Relationship | Beta | t-Value | p-Values | f2 | Confidence Interval (LL–UL) | Decision |
---|---|---|---|---|---|---|---|
Total Effect | |||||||
DT → OA | 0.022 | 3.798 | <0.001 *** | Accepted | |||
Direct effect | |||||||
H1 | KS → DT | 0.671 | 33.296 | <0.001 *** | 0.821 | 0.450 | Accepted |
H2 | DT → OI | 0.102 | 3.812 | <0.001 *** | 0.026 | 0.640 | Accepted |
H3 | OI → OA | 0.811 | 45.486 | <0.001 *** | 1.859 | 0.676 | Accepted |
Indirect effect | |||||||
H4 | KS → DT → OI | 0.068 | 3.813 | <0.001 *** | [0.035–0.106] | Accepted | |
H5 | DT → OI → OA | 0.083 | 3.798 | <0.001 *** | [0.042–0.129] | Accepted | |
H6 | KS → DT → OI → OA | 0.055 | 3.816 | <0.001 *** | [0.029–0.086] | Accepted | |
Moderation effect | |||||||
H7 | DT × TL → OI | −0.138 | 5.691 | <0.001 *** | 0.047 | [0.186–0.091] | Accepted |
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Bux, A.; Zhu, Y.; Devi, S. Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation. Sustainability 2025, 17, 6765. https://doi.org/10.3390/su17156765
Bux A, Zhu Y, Devi S. Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation. Sustainability. 2025; 17(15):6765. https://doi.org/10.3390/su17156765
Chicago/Turabian StyleBux, Ali, Yongyue Zhu, and Sharmila Devi. 2025. "Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation" Sustainability 17, no. 15: 6765. https://doi.org/10.3390/su17156765
APA StyleBux, A., Zhu, Y., & Devi, S. (2025). Enhancing Organizational Agility Through Knowledge Sharing and Open Innovation: The Role of Transformational Leadership in Digital Transformation. Sustainability, 17(15), 6765. https://doi.org/10.3390/su17156765