ArticleScientific reports2026
Climate change perception-impact-adaptation pathways among farmers: evidence from seven major agricultural governorates in Egypt.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Climate change poses growing challenges to Egyptian agriculture, yet farmers' adaptive responses remain uneven. This study examines perceptions of climate change, its impacts, and adaptation pathways among 2953 farmers across seven major agricultural governorates in Egypt. Utilizing composite indices, this study captures the multidimensionality of climate awareness, perceived impacts, adaptation practices, barriers, and institutional support. The findings reveal a clear mismatch between high levels of climate awareness and the limited uptake of technical adaptation measures. Farmers' responses are largely concentrated on low-cost, incremental practices, while capital-intensive technologies, such as modern irrigation systems and digital tools, are rarely adopted. Traditional irrigation methods continue to dominate, despite widespread reports of climate-related impacts on agriculture, including severe productivity declines in key crops. Statistical analyses show a strong positive association between adaptation practices and reported changes in productivity, whereas the perceived severity of climate impacts is not significantly associated with adaptation levels. These results indicate that farmers' adaptation decisions are primarily reactive-shaped by tangible production outcomes and structural constraints rather than by awareness alone. These findings underscore the importance of complementing awareness-focused interventions with targeted financial, market, and extension support to enable effective, transformative climate adaptation in Egyptian agriculture.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.