Precision Agriculture and Its Influence on Agrarian Decision-Making

dc.contributor.authorMitra, Shreyaen
dc.contributor.committeechairArchibald, Thomas Greigen
dc.contributor.committeechairGardezi, Syed Maaz Hassaanen
dc.contributor.committeememberGill, Bikrum Singhen
dc.contributor.committeememberFriedel, Curtis R.en
dc.contributor.departmentAgricultural, Leadership, and Community Educationen
dc.date.accessioned2025-06-05T08:02:32Zen
dc.date.available2025-06-05T08:02:32Zen
dc.date.issued2025-06-04en
dc.description.abstractThe rapid digitalization of agriculture, including the rise of Precision Agriculture (PA) tools, reshapes farming practices, knowledge systems, and decision-making processes, prompting critical questions about the values and ethics behind how these technologies are developed, deployed, and used. Key concerns include whose interests they serve, who is included or excluded from their design, and how they may reinforce or challenge existing power dynamics. This research explores the impact of PA technologies on agricultural decision-making through three distinct study focuses, utilizing a Responsible Research and Innovation (RRI) approach. The first study investigates existing data-justice concerns in the context of data-driven PES systems by analyzing the lived experiences of farmers in this context. The second study examines Certified Crop Advisors (CCAs) engagement with Decision Support Systems (DSSs) based on their Affinity for Technology Interaction (ATI). The third study explores how various stakeholders envision PA's role in sustainable agriculture, uncovering tensions between techno-optimistic visions and localized, justice-focused approaches grounded in ecological and cultural values. Collectively, the findings reveal that the current digital agriculture system is top-down, driven by profit-seeking, power-concentrated corporations, and shaped by techno-optimistic visions, thereby widening the gap between technology developers and end users. Consequently, the broader promise of serving the public good and contributing to a sustainable future of agriculture is undermined. This research advocates democratizing agricultural futures' vision and the technology development process through participatory design, inclusive governance, and justice-oriented policy interventions. It urges that agricultural technologies be reclaimed as public goods designed to promote sustainable, equitable, and socially responsible agricultural futures.en
dc.description.abstractgeneralThe rapid digitalization of agriculture, including the rise of Precision Agriculture (PA) tools, is reshaping farming practices, knowledge systems, and decision-making processes, necessitating critical reflection on the values and ethics behind how these technologies are developed, deployed, and used. Key concerns include whose interests these tools serve, who is included or excluded from their design, and how they reinforce or challenge existing power dynamics. This research takes a forward-thinking and inclusive approach while exploring the impact of PA technologies on agricultural decision-making through three distinct study focuses. The first study explores existing data justice concerns in the context of data-driven Payment for Ecosystem Services (PES) by analyzing farmers' lived experiences in this context. The second study examines how Certified Crop Advisors (CCAs) interact with agricultural Decision Support Systems (DSS), based on their affinity for technology interaction, while making agricultural decisions. The third study explores how various stakeholders across the agricultural community envision the role of PA in creating a sustainable future in agriculture. Collectively, the findings reveal that the current digital agriculture system is top-down, driven by profit-seeking, power-concentrated corporations, and shaped by techno-optimistic visions, thereby widening the gap between technology developers and end users. As a result, the broader promise of serving the public good and contributing to a sustainable future of agriculture is undermined. This research advocates democratizing the vision of agricultural futures and the technology development process through participatory design, inclusive governance, and justice-oriented policy interventions. It urges that agricultural technologies be reclaimed as public goods designed to promote sustainable, equitable, and socially responsible agricultural futures.en
dc.description.degreeDoctor of Philosophyen
dc.format.mediumETDen
dc.identifier.othervt_gsexam:42833en
dc.identifier.urihttps://hdl.handle.net/10919/135066en
dc.language.isoenen
dc.publisherVirginia Techen
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectPrecision Agricultureen
dc.subjectData Justiceen
dc.subjectPayment for Ecosystem Servicesen
dc.subjectDecision Support Systemsen
dc.subjectCertified Crop Advisorsen
dc.subjectForesighten
dc.subjectSocio-technical Imaginaries; Farmersen
dc.subjectResponsible Research and Innovationen
dc.subjectInclusionen
dc.subjectAnticipationen
dc.subjectSustainabilityen
dc.titlePrecision Agriculture and Its Influence on Agrarian Decision-Makingen
dc.typeDissertationen
thesis.degree.disciplineAgricultural and Extension Educationen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.leveldoctoralen
thesis.degree.nameDoctor of Philosophyen

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