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Drivers and barriers to precision agriculture adoption in Czech agriculture

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dc.abstract.enThis study investigates the adoption of precision agriculture technologies (PATs) in the Czech Republic. Using unbalanced panel data from the Czech Farm Accountancy Data Network (FADN) survey spanning the period from 2017 to 2021, it aims to identify the drivers and barriers to the adoption of PATs in Czech field crop production. The estimation of a probit binary choice model with a within-between random effects (WBRE) specification – a novel approach to addressing heterogeneity in panel data choice models – reveals that PATs adoption is significantly influenced by socio-economic factors such as labor intensity, indebtedness, manager education, and farm economic size, as well as environmental factors such as localization and land quality. Furthermore, the adoption of PATs is associated with temporal dynamics in labor intensity, production efficiency, specialization, and land ownership. The findings underscore the need for targeted policy measures to promote the adoption of technology and enhance agricultural efficiency. The contribution of this study lies in deepening the understanding of the determinants and barriers to precision agriculture adoption in the EU context, where empirical research remains relatively scarce.
dc.affiliationWydział Ekonomiczny
dc.affiliation.instituteKatedra Ekonomii i Polityki Gospodarczej w Agrobiznesie
dc.contributor.authorKroupová, Zdeňka Žáková
dc.contributor.authorRumánková, Lenka
dc.contributor.authorBajan, Bartłomiej
dc.contributor.authorČechura, Lukáš
dc.contributor.authorHloušková, Zuzana
dc.contributor.authorAulová, Renata
dc.contributor.authorŠimek, Pavel
dc.contributor.authorJarolímek, Jan
dc.date.access2026-01-26
dc.date.accessioned2026-01-26T07:39:36Z
dc.date.available2026-01-26T07:39:36Z
dc.date.copyright2026-01-23
dc.date.issued2026
dc.description.accesstimeat_publication
dc.description.bibliographyil., bibliogr.
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.if6,6
dc.description.number1
dc.description.points140
dc.description.versionfinal_published
dc.description.volume27
dc.identifier.doi10.1007/s11119-026-10315-y
dc.identifier.eissn1573-1618
dc.identifier.issn1385-2256
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/7114
dc.identifier.weblinkhttps://link.springer.com/article/10.1007/s11119-026-10315-y
dc.languageen
dc.pbn.affiliationeconomics and finance
dc.relation.ispartofPrecision Agriculture
dc.relation.pagesart. 17
dc.rightsCC-BY
dc.sciencecloudnosend
dc.share.typeOTHER
dc.subject.enprecision agriculture
dc.subject.enadoption
dc.subject.endrivers
dc.subject.enbarriers
dc.subject.enfield crop production
dc.subject.enCzech republic
dc.titleDrivers and barriers to precision agriculture adoption in Czech agriculture
dc.typeJournalArticle
dspace.entity.typePublication