Cultivating Digital Literacy: Mentorship Models for Farmers Engaging in Live Streaming and E-Commerce – Systematic Literature Review
DOI:
https://doi.org/10.12775/LE.2025.004Keywords
digital literacy, mentorship, farmers, live streaming, e-commerce, rural revitalizationAbstract
Rural farmers are shift ing to live streaming and e-commerce to serve more markets, but most have a digital literacy gap, making it diffi cult for them to succeed. The development of digital competencies has been observed to enhance entrepreneurial activities, market participation, and belief in the adoption of new technologies. This literature review identifi es four types of mentorship models, including the peerto- peer model, the institution-based model, the platform-based model, and the hybrid
model, that can be used to equip farmers with the necessary skills on live streaming production, audience engagement, e-commerce activities, and information assessment. These results indicate that mentorship not only enables digital literacy but also enhances adoption, engagement, resilience and income. All in all, mentorship can be seen as a viable way to revitalize rural settings, as signifi cant consequences require investment in infrastructure, partnerships with platforms, and the establishment of community-based training hubs.
References
Caribbean Farmers’ Association (CaFAN). (2024). Training and mentorship initiatives
for regional farmers. CARICOM. Retrieved from https://caricom.org/institutions/
caribbean-farmers-association-cafan
Chen, X., Zhang, X., & Chen, J. (2024). TAM-Based Study of Farmers’ Live Streaming
E-Commerce Adoption Intentions. Agriculture, 14(4), 518. DOI: https://
doi.org/10.3390/agriculture14040518
Cropway. (2024). Th e importance of digital literacy for farmers. Retrieved from https://
www.cropway.com/digital-literacy
Duan, S., Lin, J., & van Dijck, J. (2023). Producing new farmers in Chinese rural live
E-commerce: platformization, labor, and live E-commerce sellers in Huaiyang.
Chinese Journal of Communication, 16(3), 250–266. DOI: https://doi.or
g/10.1080/17544750.2023.2203939
Food and Agriculture Organization of the United Nations. (2021). Digital agriculture
transformation agenda for rural livelihoods. Rome, Italy: FAO.
Food and Agriculture Organization of the United Nations. (2023). FAO seeks to expand
digital literacy in family farming in Th e Bahamas. Food and Agriculture Organization
of the United Nations. Retrieved from https://www.fao.org/jamaica-
bahamas-and-belize/news/detail-events/en/c/1675108/
Food and Agriculture Organization of the United Nations. (2025). Leveraging digital
innovations in Farmer Field Schools. Retrieved from https://www.fao.org/
farmer-fi eld-schools/news-events/detail-events/en/c/1735399
FAO & Canada. (2024). FAO and Canada launch CA$10 million regional project to
strengthen Caribbean farmers. United Nations Caribbean. Retrieved from
https://caribbean.un.org/en/271658-fao-and-canada-launch-ca10-million-
-regional-project
GSMA. (2019). Mobile technology for agricultural development: Digital literacy and farmer
mentorship. London, UK: GSMA.
Hasan, M., Jannah, M., Supatminingsih, T., Ahmad, M. I. S., Sangkala, M., Najib, M.,
& Elpisah. (2024). Understanding the role of fi nancial literacy, entrepreneurial
literacy, and digital economic literacy on entrepreneurial creativity
and MSMEs success: a knowledge-based view perspective. Cogent Business
& Management, 11(1). Article 2433708. DOI: https://doi.org/10.1080/2331
1975.2024.2433708
International Fund for Agricultural Development. (2022). Rural youth and digital pathways:
Mentorship and e-commerce opportunities. Rome, Italy: IFAD.
Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation.
Cambridge, UK: Cambridge University Press.
Li, Z., & Wang, J. (2024). A Study on the Impact And Cultivation of Digital Literacy And
Farmers’ E-commerce Participation Behavior —Analysis Based on Survey Data of Kiwifruit Farmers in Shaanxi Province. Proceedings of the 4th International
Conference on Informatization Economic Development and
Management, IEDM 2024, February 23–25, 2024, Kuala Lumpur, Malaysia.
DOI: https://doi.org/10.4108/eai.23-2-2024.2345906
Liu, B., & Zhou, J. (2023). Digital Literacy, Farmers’ Income Increase and Rural Internal
Income Gap. Sustainability, 15(14), 11422. DOI: https://doi.org/10.3390/
su151411422
Luo, M. (2025). Enhancing agricultural knowledge and digital literacy of farmers through
data-driven technology integration. International Journal of Information
and Communication Technology, 26(10), 80-98. DOI: https://dx.doi.
org/10.1504/IJICT.2025.146098
Ministry of Agriculture and Rural Aff airs of the People’s Republic of China. (2023).
Policy guidance on rural revitalization through digital literacy and live-streaming
commerce. Beijing, China: MARA.
Nussbaum, M. C. (2011). Creating capabilities: Th e human development approach.
Cambridge, MA: Belknap Press of Harvard University Press.
Organisation for Economic Co-operation and Development. (2020). Digital opportunities
for rural SMEs and farmers: E-commerce and mentorship models.
Paris, France: OECD.
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoff mann, T. C., Mulrow,
C. D., Shamseer, L., Tetzlaff , J. M., & Moher, D. (2021). Updating guidance
for reporting systematic reviews: development of the PRISMA 2020
statement. Journal of clinical epidemiology, 134, 103–112. https://doi.org/
10.1016/j.jclinepi.2021.02.003
People’s Daily Online. (2023). Livestreaming e-commerce develops rapidly in China’s
rural areas. Retrieved from http://en.people.cn/n3/2023/1204/c98649-
20105458.html
(2024). Regions across China cultivate livestream hosts to boost rural e-commerce. Retrieved
from http://en.people.cn/n3/2024/0715/c90000-20193850.html
Radovanović, D. (Ed.). (2024). Digital literacy and inclusion: Stories, platforms, communities.
Springer International Publishing. https://doi.org/10.1007/978-3-
031-30808-6
Rogers, E. M. (2003). Diff usion of innovations (5th ed.). New York, NY: Free Press.
Sen, A. (1999). Development as freedom. New York, NY: Alfred A. Knopf.
Wang, H., Mao, Y., Zhou, M., & Li, X. (2025). Farmers’ digital literacy and its impact
on agricultural green total factor productivity: Evidence from China. Sustainability,
17(20), 9255. DOI: https://doi.org/10.3390/su17209255
Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. Cambridge,
UK: Cambridge University Press.
World Bank. (2020). Future of food: Harnessing digital technologies for agriculture. Washington,
DC: World Bank.
Yang, L., Yu, S., & Liu, B. (2025). Th e impact of digital literacy on farmland scale operations:
exploring the mediating and moderation roles of land transfer and
land dependence. Frontiers in Sustainable Food Systems, 9, Article 1546024.
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