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Review: Anticipating alternative trajectories for responsible Agriculture 4.0 innovation in livestock systems

Callum Eastwood, Paul Edwards, James Turner · 2021 · animal

Summary. Digital technologies are transforming livestock farming through data collection, automation, and compliance monitoring. This review examines Agriculture 4.0 trajectories using a Futures Triangle approach, finding that previous visions favored either technological optimism or pessimism. The authors argue that responsible Agriculture 4.0 requires balanced collaboration among policymakers, farmers, consumers, and technology developers, with built-in anticipatory processes to critically evaluate technological pathways and their sustainability and animal welfare outcomes.

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Eastwood, C., Edwards, P., & Turner, J.. (2021). Review: Anticipating alternative trajectories for responsible Agriculture 4.0 innovation in livestock systems. animal. https://doi.org/10.1016/j.animal.2021.100296

Details

DOI
10.1016/j.animal.2021.100296
Countries
New Zealand
Regions
Oceania
Categories
agtech, innovation-theory, regional-innovation-systems, general-innovation
Added
2026-08-01