Cautions · 01Mixed Evidence on Climate‑Smart Impacts
83 papers21.6% of this theme group
Analyses caution that climate‑smart agriculture outcomes are uneven and context‑dependent.
Agriculture (73) · Climate change (33) · Food security (23) · Natural resource economics (17)
Climate Smart Agriculture: Achievements and Prospects in Africa
Is Climate-Smart Agriculture effective? A review of selected cases.
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Cautions · 02Policy and Subsidy Effectiveness
82 papers21.4% of this theme group
Research questions whether current subsidies truly accelerate technology uptake in developing regions.
Agriculture (74) · Agricultural economics (21) · Agricultural machinery (11) · Subsidy (6)
An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
Cultivating Change: Computational Strategies for Enhancing Adoption of Agricultural Technology in Developing Countries: A Review
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Cautions · 03Livestock Management Trade‑offs
65 papers16.9% of this theme group
Papers highlight complexities in balancing animal health, productivity, and environmental goals.
Milking (4) · Animal science (4) · Livestock (6) · Agronomy (6)
Integrated farm management for sustainable agriculture: Lessons for knowledge exchange and policy
Assessing cover crop and intercrop performance along a farm management gradient
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Cautions · 04Food Security vs. Climate Strategies
62 papers16.1% of this theme group
Studies warn that some climate‑smart practices may not reliably improve household food security.
Agriculture (61) · Food security (19) · Livelihood (11) · Climate change (17)
Assessing the role of climate-smart agriculture in combating climate change, desertification and improving rural livelihood in Northern Nige
Adoption of agricultural practices with climate smart agriculture potentials and food security among farm households in northern Nigeria
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Cautions · 05IoT and Drone Integration Limits
45 papers11.7% of this theme group
Authors note technical, regulatory, and cost barriers to widespread IoT and drone use on farms.
Internet of Things (7) · Robot (6) · Agriculture (30) · Drone (3)
A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture
Making Agriculture More Intelligent: Progress of Agricultural Robots
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Cautions · 06Credit Access and Inequality
28 papers7.3% of this theme group
Research shows uneven credit distribution can widen income gaps when adopting new technologies.
Agriculture (25) · Productivity (10) · Agricultural economics (10) · Agricultural machinery (6)
Access to credit and heterogeneous effects on agricultural technology adoption: Evidence from large rural surveys in Ethiopia
The impact of agricultural technology adoption on income inequality: a propensity score matching analysis for rural Ethiopia
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Cautions · 07Profitability of Sustainable Practices
19 papers4.9% of this theme group
Analyses question the economic returns of agroforestry and other climate‑resilient methods.
Wetland (3) · Profitability index (3) · Agronomy (4) · Agroforestry (5)
Climate change and maize yield in southern Africa: what can farm management do?
Farm Management Practices Used by Wheat Producers in the Western Great Plains: Estimating Their Productivity and Profitability
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