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Behavioural factors capture farmers’ psychological perceptions and attitudes
                  toward technology adoption. Determinants such as subjective norms, perceived
                  behavioural control, attitude toward technology, perceived usefulness, trust in digital
                  extension services, perceived risk, and knowledge exchange significantly influence
                  adoption decisions. For example, perceived usefulness and positive attitudes toward
                  technology increase the likelihood of adoption. Similarly, subjective norms indicate that
                  social influence from peers or community members can encourage farmers to adopt new
                  technologies. Trust-related factors are also important. Farmers are more willing to adopt
                  digital technologies when they trust the information sources or digital extension services
                  providing recommendations. These findings align with the Theory of Planned Behaviour
                  (Ajzen, 1985), suggesting that psychological perceptions and social influence play a critical
                  role in farmers’ decision-making processes.
                        4.6. Policy and practical strategies to promote digital technology adoption in
                  Vietnamese agriculture
                        Table 2 presents the key policy recommendations synthesised from the reviewed
                  studies to promote digital technology adoption among Vietnamese farmers. As this
                  research employs a systematic literature review, the strategies reflect common
                  recommendations identified across multiple empirical studies rather than primary data
                  findings. The literature consistently highlights the importance of improving farmers’
                  digital skills and training, as limited digital literacy remains a major barrier to technology
                  adoption, particularly among older and less educated farmers. In addition, several studies
                  emphasise the need to improve rural digital infrastructure, including internet connectivity,
                  electricity supply, and access to digital devices, which are essential enabling conditions for
                  digital agriculture. Strengthening digital extension and information systems through
                  platforms such as mobile phones, social media, and other communication channels can
                  further improve farmers’ access to agricultural knowledge and market information.
                  Furthermore, the literature underscores the role of financial support, institutional
                  collaboration, and context-specific policies in reducing adoption barriers and ensuring
                  that digital agriculture initiatives are inclusive and suitable for different farming contexts
                  in Vietnam.
                         Table 2. Key policy recommendations for promoting digital agriculture adoption
                                                among Vietnamese farmers
                  Categories             Strategies                               References
                  Digital   skills  and Provide practical training programs to (Tran et al., 2024a); (Le
                  training               improve farmers’ digital literacy and et al., 2026); (Hoang,
                                         skills in using mobile applications, 2020a);       (Hoang     &
                                         social media, drones, and other digital Drysdale,        2021);
                                         farming    tools.  Target   vulnerable (Nguyen et al., 2025b);
                                         groups such as older, less educated, (Tran et al., 2019)
                                         and small-scale farmers. Strengthen
                                         training for extension workers and
                                         deliver direct farmer-oriented training
                                         programs.
                  Improving      digital Improve rural digital infrastructure, (Le     et   al.,  2024);
                  infrastructure   and including       internet    connectivity, (Hoang    &   Drysdale,
                  access to technology   electricity supply, and mobile network 2021)
                                         coverage. Facilitate access to digital


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