The Barriers to Agriculture 4.0 Adoption in Hungary

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Authors: Yue Wu, Attila Nagy, Zoltán Rajnai, Beatrix Fregán, Katalin Takács-György, Takács István
Cited by: 0
References: 15

Abstract

Agriculture is revolutionized with the development of Industry 4.0. Digital agriculture, or Agriculture 4.0, promised the sustainability of society, economy, environment, and food security. However, the adoption of Agriculture 4.0 grows slowly globally. This research identified and analyzed the key barriers hindering the widespread implementation of Agriculture 4.0 in Hungary via a narrative literature review supported by thematic analysis. The findings revealed that the primary challenges are not predominantly technological but are deeply rooted in structural and human factors. Major barriers include: (1) the prevalence of small-scale, fragmented farms which limit economies of scale for investment; (2) significant labor market insufficiencies characterized by an aging farmer population and a deficit in digital skills; (3) inadequate digital infrastructure in rural areas, compounded by high investment costs; (4) a limited innovation ecosystem with weak support for startups; (5) and a persistent gap between farmers' awareness and their actual willingness to adopt new technologies. The study concluded that tackling these barriers requires a comprehensive strategy, including targeted policy interventions, enhanced digital education and vocational training, strategic investment in rural infrastructure, and the promotion of collaborative models among farmers to foster knowledge sharing and reduce individual risk.

Fields of Study & Subjects

Smart Agriculture and AI Digitalization and Economic Development in Agriculture Agricultural Innovations and Practices

Publication details

Journal / source
IEEE World Symposium on Applied Machine Intelligence and Informatics (SAMI)
Pages
000467–000472
Publication date
29 January 2026
Language
EN