Journal of Systems Thinking in Practice

Journal of Systems Thinking in Practice

Digital Transformation and Digital Trade Performance: A Comparative Empirical Study with a Systems Thinking Perspective on Capability and Institutional Factors (2015–2024)

Document Type : Research Article

Authors
Department of Industrial Management, Faculty of Economics and Management, Semnan University, Semnan, Iran
Abstract
Digital transformation has become a critical driver of economic competitiveness and global trade integration. However, the mechanisms through which domestic digital adoption translates into digital trade performance remain insufficiently understood, particularly in emerging and transitional economies. This study investigates the relationship between business-level digital adoption and digital trade dynamics through a comparative longitudinal analysis of four economies—China, India, South Korea, and Iran—over the period 2015–2024. To capture these dynamics, the study constructs two composite indices: Business Digital Adoption and Integration (BDAI), reflecting the extent to which firms adopt and integrate digital technologies into economic activities, and Digital Trade Momentum (DTM), representing the growth and intensity of digitally enabled trade participation. The indices are built using internationally comparable indicators from sources including the World Bank, International Telecommunication Union) ITU (,United Nations Conference on Trade and Development )UNCTAD(,Organisation for Economic Co-operation and Development )OECD(, and International Monetary Fund )IMF(, and are normalised using a min–max scaling procedure. The findings reveal significant cross-country divergence in both digital capability formation and digital trade performance. South Korea demonstrates consistently high levels of digital adoption and stable digital trade competitiveness, while China exhibits rapid growth driven by large-scale digital ecosystem expansion. India shows gradual improvement in digital adoption but more moderate progress in digital trade diversification. In contrast, Iran remains structurally constrained, with comparatively limited digital adoption and weak integration into global digital trade networks. Interpreting the results through a system dynamics perspective suggests that digital transformation operates through reinforcing feedback mechanisms linking infrastructure development, firm-level digital capabilities, innovation capacity, and global trade participation. Economies that successfully align these dimensions experience cumulative advantages, whereas structural constraints may reinforce persistent digital gaps. The study contributes to the digital economy literature by linking micro-level digital capability formation with macro-level trade outcomes and by highlighting the systemic conditions required for translating digital adoption into sustainable digital trade competitiveness.
Keywords

Arthur, W.B., 1994. Increasing returns and path dependence in the economy. University of michigan Press. https://doi.org/10.3998/mpub.10029.
Baldwin, R., 2016. The Great Convergence: Information Technology and the New Globalisation. Harvard University Press. https://doi.org/10.2307/j.ctv24w655w.
Cohen, W.M., and Levinthal, D.A., 1990. Absorptive capacity: A new perspective on learning and innovation. Administrative Science Quarterly, 35(1), pp.128–152. https://doi.org/10.2307/2393553.
Ferracane, M.F., and van der Marel, E., 2021. Do data policy restrictions inhibit trade in services? Review of World Economics, 157(4), pp.727–776. https://doi.org/10.1007/s10290-021-00417-2.
Galindo-Martín, M.-Á., Castaño-Martínez, M.-S., and Méndez-Picazo, M.-T., 2021. The role of entrepreneurship in different economic phases. Journal of Business Research, 122, pp.171–179. https://doi.org/10.1016/j.jbusres.2020.08.050.
Gawer, A., 2022. Digital platforms and ecosystems: Remarks on the dominant organisational forms of the digital age. Innovation: Organisation and Management, 24(1), pp.110–124. https://doi.org/10.1080/14479338.2021.1965888.
Goldfarb, A., and Tucker, C., 2019. Digital economics. Journal of Economic Literature, 57(1), pp.3–43. https://doi.org/10.1257/jel.20171452.
Groesser, S.N., and Schaffernicht, M., 2012. Mental models of dynamic systems: Taking stock and looking ahead. System Dynamics Review, 28(1), pp.46–68. https://doi.org/10.1002/sdr.476.
Ji, Z., and Huang, Y., 2024. Does digital transformation promote economic resilience? Urban-level evidence from China. Heliyon, 10(4), e26461. https://doi.org/10.1016/j.heliyon.2024.e26461.
Karimi, J., and Walter, Z., 2015. The role of dynamic capabilities in responding to digital disruption: A factor-based study of the newspaper industry. Journal of Management Information Systems, 32(1), pp.39–81. https://doi.org/10.1080/07421222.2015.1029380.
Katz, R., and Callorda, F., 2018. The economic contribution of broadband, digitisation and ICT regulation. International Telecommunication Union. https://www.itu.int/pub/D-PREF-EF.BDR-2018
Kremen, V., Shkolnyk, I., Semenog, A., and Kremen, O., 2019. Evaluating the relationship between financial sustainability and socio-economic development of countries. Central European Economic Journal, 6(53), pp.25–38. https://doi.org/10.2478/ceej-2019-0003.
Kraus, S., Durst, S., Ferreira, J.J., Veiga, P., Kailer, N., and Weinmann, A., 2022. Digital transformation in business and management research: An overview of the current status quo. International Journal of Information Management, 63, 102466. https://doi.org/10.1016/j.ijinfomgt.2021.102466
Ködding, P., Koldewey, C., and Dumitrescu, R., 2023. Scenario-based foresight in the age of digital technologies and AI. In: Shajek, A. and Hartmann, E.A. (eds.), New digital work: Digital sovereignty at the workplace, pp.51–67. Springer. https://doi.org/10.1007/978-3-031-26490-0_4
Leonardi, P.M., 2011. When flexible routines meet flexible technologies: Affordance, constraint, and the imbrication of human and material agencies. MIS Quarterly, 35(1), pp.147–167. https://doi.org/10.2307/23043493 
Li, Y., Xia, Y., Sun, Z., and Sun, N., 2025. Does digital transformation affect systemic risk? Evidence from the banking sector in China. International Review of Financial Analysis, 102, 104137. https://doi.org/10.1016/j.irfa.2025.104137
Li, Y., Chen, Y., Wang, J., Zhou, Y. and Wang, C., 2024. Digital platform capability and innovation ambidexterity: The mediating role of strategic flexibility. Journal of Business Research. https://doi.org/10.1016/j.jbusres.2024.114971
Markus, M.L., and Silver, M.S., 2008. A foundation for the study of IT effects: A new look at DeSanctis and Poole’s concepts of structural features and spirit. Journal of the Association for Information Systems, 9(10), pp.609–632. https://doi.org/10.17705/1jais.00176
Meadows, D.H., 2008. Thinking in systems: A primer. Chelsea Green Publishing.
Nambisan, S., Wright, M., and Feldman, M., 2019. The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes. Research Policy, 48(8), 103773. https://doi.org/10.1016/j.respol.2019.03.018
North, D.C., 1990. Institutions, institutional change and economic performance. Cambridge University Press.
Perez, C., 2010. Technological revolutions and techno-economic paradigms. Cambridge Journal of Economics, 34(1), pp.185–202. https://doi.org/10.1093/cje/bep051
Verhoef, P.C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J.Q., Fabian, N., and Haenlein, M., 2021. Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, pp.889–901. https://doi.org/10.1016/j.jbusres.2019.09.022
Vial, G., 2021. Understanding digital transformation: A review and a research agenda. In: Hinterhuber, A., Vescovi, T. and Checchinato, F. (eds.), Managing digital transformation: Understanding the strategic process, pp.13–66. Routledge. https://doi.org/10.4324/9781003008637-4
Vu, K., Hanafizadeh, P., and Bohlin, E., 2020. ICT as a driver of economic growth: A survey of the literature and directions for future research. Telecommunications Policy, 44(2), 101922. https://doi.org/10.1016/j.telpol.2020.101922
Scott, W.R., 2008. Institutions and organisations: Ideas and interests. 3rd ed. SAGE Publications.
Sterman, J.D., 2000. Business dynamics: Systems thinking and modeling for a complex world. McGraw-Hill.
Teece, D.J., Pisano, G., and Shuen, A., 1997. Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), pp.509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7%3C509::AID-SMJ882%3E3.0.CO;2-Z
Warner, K.S.R., and Wäger, M., 2019. Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), pp.326–349. https://doi.org/10.1016/j.lrp.2018.12.001
Wilkinson, A., and Kupers, R., 2013. Living in the futures. Harvard Business Review, 91(5), pp.118–127.
Yoo, Y., Henfridsson, O., and Lyytinen, K., 2010. The new organizing logic of digital innovation: An agenda for information systems research. Information Systems Research, 21(4), pp.724–735. https://doi.org/10.1287/isre.1100.0322
Tay, H.L., and Loh, H.S., 2022. Digital transformations and supply chain management: a Lean Six Sigma perspective. Journal of Asia Business Studies, 16(2), pp.340–353. https://doi.org/10.1108/JABS-10-2020-0415
Vu, N.H., Bui, T.A., Hoang, T.B., and Pham, H.M., 2022. Information technology adoption and integration into global value chains: Evidence from small- and medium-sized enterprises in Vietnam. Journal of International Development, 34(2), pp.259–286. https://doi.org/10.1002/jid.3591
Zahra, S.A., and George, G., 2002. Absorptive capacity: A review, reconceptualization, and extension. Academy of Management Review, 27(2), pp.185–203. https://doi.org/10.5465/AMR.2002.6587995
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  • Receive Date 24 May 2026
  • Revise Date 02 August 2026
  • Accept Date 02 August 2026