ArticleJAC-antimicrobial resistance2025
Policy discourse on AMR in food-producing animals: examining framing and language for effective communication.
Article in JAC-antimicrobial resistance, 2025. 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Indiscriminate use of antimicrobials in food-producing animals is a critical driver of antimicrobial resistance (AMR). However, pushback from stakeholders on policies and regulations on antimicrobial use in food-producing animals remains. One important strategy to promote behavioural change is effective communication. Framing, or how issues are constructed to relate to specific interests, is a mechanism to guide sentiment, including of political stakeholders and end-users. Methods: Through a sector-specific approach, we used a combination of inductive and deductive coding to quantitatively determine how risk and rationale for action were framed within portions of policy documents and reports from international organizations focused on food-producing animals and AMR. We also qualitatively examined the frames and language used within the documents, to identify specific narratives used, as well as gaps and opportunities to improve communication for end-user support and political legitimacy. Results: We found that while similar motivational frames are used throughout, they were distributed differently and utilized different narratives. The most frequently used motivational frame, on average, was 'Human Health' (20.9% of all frames used) with 'Animal Health and Welfare' and 'Food Production and Security' second and third, respectively (18.2% and 14.5%). Self-interest frames specific to the farmer or farm worker were rarely used. Conclusions: Specific recommendations include increasing self-interest frames, ensuring accessibility of messaging and considering underlying assumptions. Overall, our findings can improve framing and language to improve resonance on policies surrounding antimicrobial use in food-producing animals. This work provides a framework to systematically analyse framing in documents to compare different sectors or regions.
Identifiers
What OpenQuestion 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 OpenQuestion graph.