Herd management software adoption in dairy farming in İzmir, Türkiye: the interplay of attitudes, willingness to use, and farmer heterogeneity

Makaleler > Tam Makale · 2026

Yazarlar: Duran GÜLER

COGENT FOOD & AGRICULTURE, SCI Expanded İndekslerine Giren Dergi, Uluslararası, Wos, 2026, cilt 12, ss 1-17

DOI: 10.1080/23311932.2026.2706214

Özet

<p>This&nbsp;study&nbsp;aimed&nbsp;to&nbsp;analyze&nbsp;dairy&nbsp;cattle&nbsp;farmers’&nbsp;attitudes&nbsp;toward&nbsp;the&nbsp;use&nbsp;of&nbsp;herdmanagement&nbsp;software&nbsp;and&nbsp;their&nbsp;willingness&nbsp;to&nbsp;pay&nbsp;for&nbsp;such&nbsp;technologies.&nbsp;Primary&nbsp;datawere&nbsp;collected&nbsp;through&nbsp;face-to-face&nbsp;surveys&nbsp;with&nbsp;166&nbsp;dairy&nbsp;cattle&nbsp;farmers&nbsp;in&nbsp;İzmir,Türkiye.&nbsp;In&nbsp;the&nbsp;study,&nbsp;factor&nbsp;analysis&nbsp;revealed&nbsp;two&nbsp;underlying&nbsp;dimensions&nbsp;of&nbsp;dairyfarmers’&nbsp;attitudes&nbsp;toward&nbsp;herd&nbsp;management&nbsp;software:&nbsp;self-efficacy&nbsp;and&nbsp;perceivedusefulness.&nbsp;Subsequently,&nbsp;cluster&nbsp;analysis&nbsp;was&nbsp;applied&nbsp;to&nbsp;group&nbsp;farmers&nbsp;based&nbsp;on&nbsp;thesedimensions,&nbsp;yielding&nbsp;three&nbsp;distinct&nbsp;segments:&nbsp;low-adoption-oriented&nbsp;farmers,&nbsp;confidentadopters,&nbsp;and&nbsp;constrained&nbsp;potential&nbsp;adopters.&nbsp;The&nbsp;findings&nbsp;showed&nbsp;that&nbsp;farmers&nbsp;in&nbsp;theconfident&nbsp;adopters&nbsp;segment&nbsp;were&nbsp;younger,&nbsp;had&nbsp;higher&nbsp;education&nbsp;levels,&nbsp;and&nbsp;hadshorter&nbsp;general&nbsp;agricultural&nbsp;and&nbsp;dairy&nbsp;farming&nbsp;experience.&nbsp;however,&nbsp;these&nbsp;farmers&nbsp;weremost&nbsp;willing&nbsp;to&nbsp;pay&nbsp;the&nbsp;maximum&nbsp;annual&nbsp;amount&nbsp;for&nbsp;herd&nbsp;management&nbsp;software.additionally,&nbsp;farmers&nbsp;engaged&nbsp;in&nbsp;non-agricultural&nbsp;employment,&nbsp;those&nbsp;whose&nbsp;childrenwere&nbsp;not&nbsp;involved&nbsp;in&nbsp;dairy&nbsp;farming,&nbsp;those&nbsp;employing&nbsp;hired&nbsp;labor,&nbsp;and&nbsp;those&nbsp;who&nbsp;keptfarm&nbsp;records&nbsp;were&nbsp;significantly&nbsp;more&nbsp;willing&nbsp;to&nbsp;use&nbsp;herd&nbsp;management&nbsp;software.&nbsp;Thesefindings&nbsp;demonstrate&nbsp;that&nbsp;both&nbsp;farmer&nbsp;attitudes&nbsp;and&nbsp;socio-economic&nbsp;characteristicsplay&nbsp;a&nbsp;decisive&nbsp;role&nbsp;in&nbsp;the&nbsp;adoption&nbsp;of&nbsp;herd&nbsp;management&nbsp;software.&nbsp;The&nbsp;study&nbsp;providesimportant&nbsp;implications&nbsp;for&nbsp;designing&nbsp;targeted&nbsp;agricultural&nbsp;digitalization&nbsp;policies&nbsp;andextension&nbsp;strategies&nbsp;that&nbsp;account&nbsp;for&nbsp;farmer&nbsp;heterogeneity.</p>

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