Digital Transformation and Competitive Advantage in Regional Banking: Relational Conversion and Contextual Constraints in an Emerging Market

This study examines how digital transformation capabilities translate into competitive advantage at branch level within a semi-urban emerging-market banking context. Drawing on the Resource-Based View, Dynamic Capabilities theory, the Technology–Organization–Environment framework, and Relationship Marketing theory, the study develops and tests a relational conversion model in which digital capabilities influence competitive advantage both directly and indirectly through customer relationship strength. Using survey data from 147 customers and branch-level inputs, regression and bootstrapped mediation analyses reveal that digital network capability and digital skills significantly enhance competitive advantage, while digital marketing exhibits a smaller but positive effect. Customer relationship strength emerges as the strongest predictor and partially mediates the digital capability–advantage relationship. The findings demonstrate that in infrastructurally constrained environments, digital resources do not automatically generate performance benefits. Instead, competitive advantage emerges when digital capability is embedded in relational trust and organizational integration. The study refines resource-based logic by identifying relational conversion as a boundary condition shaping digital capability effectiveness in emerging markets.

Digital transformation; competitive advantage; emerging markets; relational conversion

1. Anderson, E. W., Fornell, C., & Lehmann, D. R. (1994). Customer satisfaction, market share, and profitability. Journal of Marketing, 58(3), 53–66. https://doi.org/10.1177/002224299405800304 [Google Scholar] [Crossref]

2. Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108 [Google Scholar] [Crossref]

3. Chaffey, D., & Ellis-Chadwick, F. (2019). Digital marketing (7th ed.). Pearson. [Google Scholar] [Crossref]

4. Chen, J., & Xie, Y. (2023). Digital transformation and bank productivity: Evidence from emerging markets. Technological Forecasting and Social Change, 187, 122210. https://doi.org/10.1016/j.techfore.2022.122210 [Google Scholar] [Crossref]

5. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage. [Google Scholar] [Crossref]

6. Hayes, A. F. (2018). Introduction to mediation, moderation, and conditional process analysis (2nd ed.). Guilford Press. [Google Scholar] [Crossref]

7. Kraus, S., Jones, P., Kailer, N., Weinmann, A., Chaparro-Banegas, N., & Roig-Tierno, N. (2021). Digital transformation: An overview of the current state of research. Journal of Business Research, 123, 557–567. https://doi.org/10.1016/j.jbusres.2020.10.003 [Google Scholar] [Crossref]

8. Lee, S., & Kim, J. (2020). Digital connectivity and bank competitiveness. Journal of Financial Services Research, 58(3), 275–294. [Google Scholar] [Crossref]

9. Li, L., He, F., & Zhou, H. (2023). Digital transformation and risk behavior in banks. Journal of Banking & Finance, 150, 106829. https://doi.org/10.1016/j.jbankfin.2023.106829 [Google Scholar] [Crossref]

10. Morgan, R. M., & Hunt, S. D. (1994). The commitment–trust theory of relationship marketing. Journal of Marketing, 58(3), 20–38. https://doi.org/10.1177/002224299405800302 [Google Scholar] [Crossref]

11. Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63(Special Issue), 33–44. https://doi.org/10.1177/00222429990634s105 [Google Scholar] [Crossref]

12. Porter, M. E. (1985). Competitive advantage: Creating and sustaining superior performance. Free Press. [Google Scholar] [Crossref]

13. Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing indirect effects. Behavior Research Methods, 40(3), 879–891. [Google Scholar] [Crossref]

14. Teece, D. J. (2018). Business models and dynamic capabilities. Long Range Planning, 51(1), 40–49. https://doi.org/10.1016/j.lrp.2017.06.007 [Google Scholar] [Crossref]

15. Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. [Google Scholar] [Crossref]

16. Tiago, M. T. P. M. B., & Veríssimo, J. M. C. (2014). Digital marketing and firm performance. Business Horizons, 57(6), 703–708. https://doi.org/10.1016/j.bushor.2014.07.002 [Google Scholar] [Crossref]

17. Tornatzky, L., & Fleischer, M. (1990). The processes of technological innovation. Lexington Books. [Google Scholar] [Crossref]

18. Vial, G. (2019). Understanding digital transformation: A review and research agenda. Journal of Strategic Information Systems, 28(2), 118–144. https://doi.org/10.1016/j.jsis.2019.01.003 [Google Scholar] [Crossref]

19. Wernerfelt, B. (1984). A resource‐based view of the firm. Strategic Management Journal, 5(2), 171–180. [Google Scholar] [Crossref]

20. Zhang, H., Wang, L., & Wu, X. (2024). Digital transformation and financial performance in commercial banks. Emerging Markets Review, 58, 101042. [Google Scholar] [Crossref]

21. Zhu, K., & Kraemer, K. L. (2005). Post-adoption variations in usage and value of e-business. Information Systems Research, 16(1), 61–84. https://doi.org/10.1287/isre.1050.0045 [Google Scholar] [Crossref]

• Impact of Firm Size on Profitability: Evidence from India’s Top IT Companies (2020–2025)
• The Impact of Trading Dominance over Entrepreneurship on Local Industry and Economic Sustainability in the Midlands Province of Zimbabwe