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DIGITAL INFRASTRUCTURE AND ECONOMIC TRANSFORMATION IN
                                            VIETNAM’S BANKING SECTOR:
                                   EVIDENCE FROM LISTED COMMERCIAL BANKS


                                                          1
                                         Ngo Anh Nguyet* , Pham Doan Khanh Thi    2

                                         1  Banking Academy of Vietnam, Hanoi, Vietnam.
                                        2  Ruben S. Ayala High School, California, America.
                                               (*E-mail: nguyetna@hvnh.edu.vn)

                                                         ABSTRACT
                        This paper examines the role of digital infrastructure, data, and technology -
                  particularly artificial intelligence (AI) - in driving economic transformation within
                  Vietnam’s commercial banking sector over 2018–2024, against the backdrop of an AI era
                  reshaping global financial systems. The study makes three academic contributions: (1)
                  developing a four-cluster analytical typology of Vietnam’s listed commercial banks based
                  on IT expenditure intensity and digital adoption profile, enabling a systematic cross-
                  cluster comparative framework for studying banking digital investment in developing
                  economies; (2) providing the first systematic cross-cluster empirical mapping of IT
                  investment intensity and financial performance differentiation across all 27 listed
                  Vietnamese commercial banks over a seven-year panel (2018–2024, 189 bank-year
                  observations), addressing the absence of validated multi-dimensional evidence on the
                  ASEAN banking digitalisation–performance nexus; and (3) identifying three specific
                  transmission channels linking banking technology investment to broader economic
                  transformation. Results show that total IT expenditure reached an estimated VND 32,437
                  billion (14.85% of operating costs) in 2024, digital channel transaction shares at leading
                  banks exceeded 90%, and adult bank account penetration rose from 63.86% to 86.97%
                  over the study period. Descriptive analysis reveals pronounced financial performance
                  differentiation across four bank clusters defined by IT investment intensity and business
                  model orientation. The paper proposes five policy recommendations to advance
                  comprehensive digital economic transformation in Vietnam’s AI era.
                        Keywords: Artificial intelligence; banking digital transformation; digital economy;
                  digital infrastructure; economic transformation.


                        1. Introduction
                        Digital transformation has become a strategic imperative reshaping the business
                  model of banks worldwide. The process not only alters service delivery but demands
                  comprehensive restructuring of technology infrastructure, data capabilities, and digital
                  human capital - factors that ultimately determine the degree of economic transformation
                  achieved in the financial sector (World Bank, 2022). In Vietnam, the banking sector
                  simultaneously drives and benefits from this process.
                        Over 2018–2024, Vietnam’s banking industry recorded substantial progress. Total IT
                  expenditure by 27 listed joint-stock commercial banks reached an estimated VND 32,437
                  billion in 2024, representing 14.85% of industry-wide operating costs - a sharp increase
                  from the 5–7% recorded before 2020 (Ministry of Information and Communications [MIC],
                  2018–2024). Transactions processed through the NAPAS interbank switching system grew
                  from approximately 2 billion in 2018 to over 12 billion in 2024, implying a compound


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