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accuracy and compliance rather than communication and interpersonal skills. Second, in
                  many organizations, especially SMEs, the role of accountants remains largely functionally
                  oriented, with limited involvement in cross-functional collaboration or strategic decision-
                  making, thereby reducing the immediate relevance of communication skills. Third, in the
                  early stages of digital transformation, organizations tend to prioritize technical and
                  technological competencies (such as ITD) over soft skills, as the primary focus is on
                  system implementation and operational efficiency. Consequently, while ECR is
                  increasingly important in theory, its practical impact may remain limited until the role of
                  accountants evolves further toward strategic and advisory functions.
                        The intercept term (β₀ = 0.2932407) indicates the existence of a baseline level of
                  competency even in the absence of the identified factors, suggesting that foundational
                  accounting knowledge and institutional structures still play a role. However, the relatively
                  high explanatory power of the model (R² ≈ 0.93) confirms that the selected competencies
                  collectively account for a substantial proportion of variation in DRA.
                        In summary, the findings highlight a clear hierarchy of competency importance in
                  the Vietnamese context, where digital technology competence (ITD), lifelong learning
                  capability (LLC), and legal–policy understanding (ULP) exert stronger influences than
                  traditional soft skills. Compared to international evidence, the results suggest that in
                  emerging digital economies, technological capability plays a more dominant role, while
                  soft skills such as communication may gain importance at later stages of digital maturity.
                        These findings imply that accounting education and training programs, particularly
                  within open universities, should prioritize the development of digital competencies and
                  continuous learning capabilities, while progressively integrating soft skills training to align
                  with the evolving role of accounting professionals in the digital economy.
                        Based on the regression results and the preceding discussion, this study advances a
                  set of policy implications aimed at more clearly articulating and operationalizing the role
                  of open universities in developing digital accounting human resources in Vietnam.
                        First, reconfiguring curriculum design toward an integrated, competency-based and
                  modular architecture aligned with digital transformation requirements: Open universities
                  should move beyond conventional curriculum structures toward a modular, competency-
                  based design in which learning outcomes are explicitly mapped to industry-relevant skill
                  sets. In this approach, the curriculum functions not merely as a content delivery
                  framework but as an integrated system that aligns learning outcomes, teaching methods,
                  assessment strategies, and infrastructure investment. In particular, digital competencies,
                  identified in this study as the most influential determinant of accounting workforce
                  adaptability, should be embedded horizontally across all modules rather than confined to
                  standalone courses. This includes the systematic integration of accounting information
                  systems, data analytics, ERP platforms, digital auditing, and artificial intelligence
                  applications. Moreover, curriculum design should adopt a forward-looking orientation by
                  incorporating emerging skill requirements (e.g., data governance, algorithmic auditing,
                  and digital risk management), thereby ensuring that graduates are not only responsive to
                  current labor market demands but also resilient to future disruptions. To maintain
                  relevance, open universities should institutionalize periodic curriculum review
                  mechanisms, co-developed with industry stakeholders and regulatory bodies, to
                  continuously align educational outputs with evolving professional standards.
                        Second, institutionalizing micro-credentials as a core mechanism for lifelong
                  learning and flexible skill accumulation: Micro-credentials should be formally embedded


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