Evidano home
Commentary on News

Key Findings: Antibiotic Stewardship in Poultry

Evidano8 min read

Antibiotic stewardship in poultry depends on more than prescribing rules. Researchers must understand how farmers, animal health professionals, and medicine sellers make decisions under pressure from disease, feed costs, limited credit, and unstable markets. Qualitative analysis of antibiotic use can reveal those social and economic drivers more clearly than usage figures alone. This article explains the findings of a November 6, 2026 PLOS One study of Madagascar’s poultry sector and shows how AI-enabled qualitative research can help public health, veterinary, and agricultural teams synthesize interviews, compare stakeholder groups, and identify practical intervention points. The study is exploratory and non-representative, so its findings should guide further research rather than serve as national prevalence estimates.

Key Takeaways

According to the PLOS One study published on November 6, 2026, antibiotic misuse in Madagascar’s poultry sector is linked to knowledge gaps, informal production, easy medicine access, narrow profit margins, and weak veterinary oversight.

The study used semi-structured interviews conducted in April 2023 to show that antibiotic stewardship needs to be tailored to backyard farmers, semi-intensive farmers, animal health professionals, and agrovet sellers rather than treated as a single-sector problem.

  • The April 2023 study interviewed 79 poultry farmers, 10 animal health professionals, and 10 agrovet shop workers in Madagascar’s Analamanga region.
  • The farmer sample included 13 backyard farmers and 66 semi-intensive farmers, allowing researchers to compare antibiotic-use practices across production systems.
  • Only around one in 10 farmers interviewed had heard of antibiotic resistance, according to the November 6, 2026 PLOS One study.
  • About one quarter of farmers reported antibiotic treatments that had been ineffective, but antibiotic resistance was not mentioned as a possible explanation.
  • The study recommends professionalization, targeted training, vaccination, deworming schedules, treatment records, and stronger guidance from chick and feed suppliers.

What the Madagascar Poultry Study Found

The PLOS One study found that antibiotic use was shaped by both health beliefs and economic constraints across poultry farms in Analamanga, Madagascar’s highest-density poultry region.

The researchers conducted semi-structured interviews in Malagasy during April 2023 and used thematic analysis to examine farm management, animal health, medicine supply, antibiotic use, and relationships among poultry-sector stakeholders. The researchers selected participants purposively and conveniently, so the findings describe recurring themes and contrasts rather than statistically representative national patterns.

The PLOS One researchers found that farmers commonly used antibiotics to treat symptoms without identifying a disease cause, prevent illness, respond to chick arrival or feed changes, promote growth, or support productivity. The study also identified use of critically important antibiotics, including enrofloxacin and colistin, as first-line treatments.

The study found important differences between production systems. Semi-intensive farmers generally had greater knowledge of antibiotic use and resistance than backyard farmers, but they relied more heavily on supplier technicians and often viewed antibiotics as essential to maintaining poultry health and productivity. Backyard farmers used medicines less systematically but more often relied on agrovet sellers, family members, or other farmers for advice.

The researchers found that farmers understood the value of prevention in principle, but implementation was constrained by the cost of infrastructure, feed, credit, training, and market access. One farmer summarized the production pressure by saying, "Compared to laying hens, broiler chickens are more quickly profitable."

Antibiotic Stewardship in Poultry: Findings Snapshot

Date or study detailMetricValueImplication
April 2023Poultry farmers interviewed79Thematic analysis captured multiple farm experiences and production contexts.
April 2023Animal health professionals interviewed10The study included veterinarians, a livestock technician, and veterinary agents.
April 2023Agrovet shop workers interviewed10The study examined how medicines were advised, sold, and understood.
April 2023Farmer production groups13 backyard and 66 semi-intensiveThe findings show different stewardship needs across farm types.
November 6, 2026Farmers who had heard of antibiotic resistanceAround 1 in 10Awareness of resistance was limited among the interviewed farmers.
November 6, 2026Farmers reporting ineffective antibiotic treatmentAbout one quarterTreatment failure was recognized, but resistance was not identified as a likely explanation.

Implications for Veterinary and Public Health Researchers

The PLOS One study shows that antibiotic stewardship interventions should address decision-making conditions, not only individual knowledge deficits.

Researchers designing interventions should segment findings by stakeholder and production system. Semi-intensive farmers may need practical alternatives to routine preventive antibiotic use, while backyard farmers may need accessible disease recognition, medicine-label guidance, withdrawal-period education, and safer referral pathways.

The study identifies chick and feed suppliers as important intervention points because semi-intensive farmers frequently consult supplier technicians. The researchers recommend training these technicians in appropriate antibiotic use, vaccination, deworming, flock management, treatment records, and antibiotic stewardship principles.

The study also shows why qualitative analysis matters in antibiotic resistance research. Interview narratives connected medicine use with short production cycles, unstable feed prices, limited bargaining power, supplier relationships, and the perceived risk of losing birds. A farmer described the pressure directly: "If we don't use one of these treatments, we immediately notice the effects. So far, we can't do without antibiotics..."

The researchers caution that the study used a convenience sample and that future research should validate the findings with representative sampling and quantitative analysis across Madagascar’s poultry sector.

How Evidano Helps With AI-Enabled Qualitative Analysis

Problem: Interview synthesis is slow across languages and stakeholder groups

Evidano is an AI-powered qualitative data analysis platform that helps researchers analyze interview transcripts, open-ended surveys, and documents.

Researchers can use Evidano to organize interview transcripts, compare themes across backyard and semi-intensive farmers, and examine differences among farmers, veterinarians, technicians, and agrovet sellers. Explore Evidano’s qualitative research features.

Problem: Key stewardship themes are distributed across long interviews

Evidano’s thematic, content, frequency, and cross-segment analyses can help research teams identify recurring themes such as self-medication, preventive antibiotic use, withdrawal periods, supplier advice, and financial constraints.

Researchers can use hierarchical codes and subcodes to separate antibiotic-use motivations from barriers to prevention, then inspect co-occurrence patterns between themes such as feed costs, disease risk, and medicine access.

Problem: Decision-makers need answers they can trace back to source material

Evidano’s AI chat over documents and analyses can help teams ask focused questions about which stakeholders mentioned a theme, how views differ by farm type, and which intervention ideas recur across interviews.

Researchers should still review quotations, coding decisions, translations, and sample limitations before using AI-generated findings in policy, veterinary, or public health decisions.

Problem: Sensitive interviews require careful data handling

The PLOS One researchers treated the interview dataset as sensitive because participant details could create indirect identification risks. Evidano encrypts data and does not use customer data to train third-party models, which supports research workflows involving confidential qualitative material. Read about Evidano data security.

FAQ: Antibiotic Stewardship in Poultry

What did the Madagascar poultry antibiotic stewardship study examine?

The study examined how poultry farmers, animal health professionals, and agrovet sellers understood and used antibiotics in Analamanga, Madagascar.

According to the PLOS One study published on November 6, 2026, researchers used 99 interviews conducted in April 2023 to explore farm management, medicine access, health advice, antibiotic use, and economic constraints.

How many people participated in the qualitative poultry study?

The study included 99 participants: 79 poultry farmers, 10 animal health professionals, and 10 agrovet shop workers.

The PLOS One researchers interviewed 13 backyard farmers and 66 semi-intensive farmers within the farmer sample.

What were the main drivers of antibiotic misuse?

The main drivers were knowledge gaps, easy access to antibiotics, informal advice, weak oversight, disease concerns, narrow profit margins, limited credit, and unstable poultry markets.

The PLOS One study found that some antibiotics were used without a confirmed diagnosis, for prevention, during production changes, or for growth and productivity purposes.

Did farmers understand antibiotic resistance?

Most interviewed farmers did not demonstrate clear knowledge of antibiotic resistance.

The PLOS One study reported that only around one in 10 farmers had heard of antibiotic resistance, and some of those participants had an unclear understanding or believed the issue applied only to humans.

Why is thematic analysis useful for antibiotic stewardship research?

Thematic analysis helps researchers connect reported medicine practices with the social, economic, and institutional conditions that influence those practices.

The PLOS One researchers used thematic analysis to move beyond medicine counts and examine how farm type, supplier relationships, training, market pressure, and prevention costs shaped antibiotic decisions.

Can AI replace researchers in qualitative antibiotic research?

AI can accelerate transcription, translation, coding, comparison, and synthesis, but AI should not replace researcher judgment or ethical review.

Researchers remain responsible for checking quotations, interpreting context, protecting participants, documenting analytical decisions, and avoiding claims that exceed the sample design.

Conclusion and Next Steps

The November 6, 2026 PLOS One study shows that antibiotic stewardship in poultry is a systems problem involving knowledge, access, economics, professionalization, and regulation. The study’s April 2023 interviews demonstrate how qualitative research can identify differences between backyard and semi-intensive farms and reveal why practical prevention advice may not be feasible for every producer. AI-enabled qualitative analysis can help research teams process multilingual interviews, compare stakeholder groups, and turn complex narratives into auditable themes more efficiently. Try Evidano for free to analyze qualitative research data with AI.

Topics

  • antibiotic stewardship in poultry
  • qualitative analysis of antibiotic use
  • antibiotic resistance Madagascar poultry
  • AI qualitative research
  • thematic analysis poultry research

Keep reading

Browse all articles