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Within the proposed conceptual framework, the formation of digital innovation
                  capability represents a foundational mechanism enabling SMEs to participate effectively
                  in platform-based marketing ecosystems. Drawing on the Triple-Helix perspective,
                  innovation capability is conceptualized as the outcome of institutional support,
                  knowledge collaboration, and entrepreneurial application.
                        Governments play a critical role by shaping regulatory environments, investing in
                  digital infrastructure, and providing financial incentives that lower the risks associated
                  with   technological  adoption.   In  many    emerging    economies,   national   digital
                  transformation programs and SME support policies have accelerated technology diffusion
                  and enhanced firms’ readiness to integrate digital tools into business operations. For
                  instance, Vietnam’s national digital transformation agenda aims to increase the digital
                  economy’s contribution to GDP to approximately 20% by 2025, highlighting the strategic
                  importance of capability development at the enterprise level.
                        Academia contributes through the creation and dissemination of knowledge,
                  including digital skills training, applied research, and technology transfer activities.
                  Universities and research institutions increasingly collaborate with industry partners to
                  support SMEs in adopting data analytics, AI-driven marketing tools, and digital
                  management systems. Such collaborations enhance firms’ absorptive capacity and
                  facilitate the transition from traditional business models to digitally enabled innovation
                  processes. From the SMEs’ perspective, innovation capability reflects their ability to
                  reconfigure resources, adopt new technologies, and respond flexibly to changing market
                  conditions, consistent with the dynamic capability view. Empirical evidence across
                  developing markets indicates that SMEs engaging in institutional partnerships and
                  knowledge networks demonstrate higher levels of digital readiness and innovation
                  performance.
                        Consequently, the interaction among government, academia, and SMEs forms a
                  capability-driven mechanism that underpins subsequent stages of digital value creation.
                  This mechanism not only strengthens firms’ technological competencies but also
                  establishes the conditions necessary for effective participation in digital marketing
                  activities on e-commerce platforms.
                        3.3. Digital adoption diffusion mechanism: Government - Academia - Digital
                  customers
                        Digital adoption represents a critical societal-level mechanism that shapes the
                  effectiveness of digital marketing innovation within platform-based SME ecosystems. In
                  the proposed framework, digital adoption emerges from the dynamic interaction among
                  government institutions, academic knowledge systems, and digitally engaged consumers.
                        Extending the Triple-Helix perspective to the demand-side of the digital economy,
                  this mechanism explains how technological acceptance and market readiness are
                  collectively constructed rather than individually determined.
                        Governments play a pivotal role in fostering digital adoption through regulatory
                  guidance, public digital infrastructure investment, and national digital literacy initiatives.
                  By promoting trust in digital transactions, enhancing data protection standards, and
                  supporting inclusive access to digital services, public institutions help reduce uncertainty
                  associated with technology use. At the same time, academic institutions contribute by
                  strengthening digital awareness and capability among citizens through education, training
                  programs, and knowledge dissemination activities. These initiatives enhance consumers’




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