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A review of social science on digital agriculture, smart farming and agriculture 4.0: New contributions and a future research agenda

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TLDR
In this paper, the authors present seventeen articles dealing with social, economic and institutional dynamics of precision farming, digital agriculture, smart farming or agriculture 4.0, and reveal new insights on the link between digital agriculture and farm diversity, new economic, business and institutional arrangements both on-farm, in the value chain and food system, and in the innovation system.
Abstract
While there is a lot of literature from a natural or technical sciences perspective on different forms of digitalization in agriculture (big data, internet of things, augmented reality, robotics, sensors, 3D printing, system integration, ubiquitous connectivity, artificial intelligence, digital twins, and blockchain among others), social science researchers have recently started investigating different aspects of digital agriculture in relation to farm production systems, value chains and food systems. This has led to a burgeoning but scattered social science body of literature. There is hence lack of overview of how this field of study is developing, and what are established, emerging, and new themes and topics. This is where this article aims to make a contribution, beyond introducing this special issue which presents seventeen articles dealing with social, economic and institutional dynamics of precision farming, digital agriculture, smart farming or agriculture 4.0. An exploratory literature review shows that five thematic clusters of extant social science literature on digitalization in agriculture can be identified: 1) Adoption, uses and adaptation of digital technologies on farm; 2) Effects of digitalization on farmer identity, farmer skills, and farm work; 3) Power, ownership, privacy and ethics in digitalizing agricultural production systems and value chains; 4) Digitalization and agricultural knowledge and innovation systems (AKIS); and 5) Economics and management of digitalized agricultural production systems and value chains. The main contributions of the special issue articles are mapped against these thematic clusters, revealing new insights on the link between digital agriculture and farm diversity, new economic, business and institutional arrangements both on-farm, in the value chain and food system, and in the innovation system, and emerging ways to ethically govern digital agriculture. Emerging lines of social science enquiry within these thematic clusters are identified and new lines are suggested to create a future research agenda on digital agriculture, smart farming and agriculture 4.0. Also, four potential new thematic social science clusters are also identified, which so far seem weakly developed: 1) Digital agriculture socio-cyber-physical-ecological systems conceptualizations; 2) Digital agriculture policy processes; 3) Digitally enabled agricultural transition pathways; and 4) Global geography of digital agriculture development. This future research agenda provides ample scope for future interdisciplinary and transdisciplinary science on precision farming, digital agriculture, smart farming and agriculture 4.0.

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Utility analysis of digital villages to empower balanced urban-rural development based on the three-stage DEA-Malmquist model

Lingling Cao, +2 more
- 01 Aug 2022 - 
TL;DR: Based on the three-stage data envelopment analysis (DEA) model and the Malmquist index, the authors conducts an in-depth study of the static and dynamic efficiency trends of digital villages that empower urban-rural balanced development in 31 provinces in China from 2015 to 2020.
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Economic and Social Barriers of Precision Farming in Hungary

TL;DR: In this paper, the attitude of Hungarian farmers toward precision farming is analyzed based on a nationally representative questionnaire survey of 594 farmers and deep interviews with experts and farmers (30 persons).
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Digital Twins: A Novel Traceability Concept for Post-Harvest Handling

TL;DR: Digital Twins are a novel approach to systems engineering that can help control complex environments and interface humans with them as mentioned in this paper . This is achieved by digitally mirroring a physical asset to provide historical data, monitoring, and predictions of future states.
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Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China

Fuhong Zhang, +2 more
- 08 Apr 2021 - 
TL;DR: In this article, the authors used the Ordinary Least-Squares (OLS) regression, propensity score matching (PSM), and Heckman's two-stage regression approaches to assess the impacts of IIT for choosing a productive sales and marketing channel.

Digital innovations in the Czech Republic: developing the inner circle of the Triggering Change Model

TL;DR: In this article , the authors assess how the primary actors within farmers' microAKIS (self-assembled knowledge networks) changed as a technology evolved, using a case study of precision farming.
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