ArticleFrontiers in veterinary science2021
Mental Model of Malaysian Pig Farmers in Implementing Disease Prevention and Control Practices.
Article in Frontiers in veterinary science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.
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Who cites it
9 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Cognitive mapping to decode farmers' mindsets in agricultural decision-making: a systematic review.Frontiers in cognition · 2026Pooled it
- Therapeutics for Nipah virus disease: a systematic review to support prioritisation of drug candidates for clinical trials.The Lancet. Microbe · 2025Pooled it
- Nipah virus Malaysia and Bangladesh strain-induced pathogenesis in mice lacking type I interferon receptor signaling.PLoS neglected tropical diseases · 2026Article
- Socio-Psychological and External Factors Influencing Biosecurity Compliance in U.S. Poultry Farming.Veterinary sciences · 2025Article
- Replacing yellow maize with Illipe nut (Shorea stenoptera) improves growth performance and meat quality of porker pigs.Tropical animal health and production · 2024Article
- Screening ofVeterinary world · 2024Article
- The attitude-behaviour gap in biosecurity: Applying social theories to understand the relationships between commercial chicken farmers' attitudes and behaviours.Frontiers in veterinary science · 2023Article
- What can we learn from the five-year African swine fever epidemic in Asia?Frontiers in veterinary science · 2023Review
- Determinants of farmers' biosecurity mindset: A social-ecological model using systems thinking.Frontiers in veterinary science · 2022Article
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7 authors.
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Abstract
The 1998 Nipah virus outbreak in Malaysia resulted in major financial losses to the multi-million-dollar swine industry. While productivity and biosecurity of pig farms have improved since, biosecurity in some farms remains substandard with farmers struggling to adapt to current national pig farming policies. Farm viability and animal health depends on farmers' role as decision-makers in managing disease threats and other aspects of farm management. This study aimed to describe the mental model of farmers in making decisions about disease prevention and control measures during the 1998 Nipah virus outbreak, and in 2019, 20 years after the last reported Nipah case. Using a qualitative approach, in-depth, semi-structured interviews with 12 pig farmers (mostly small-scale or medium-scale farms) were conducted in three states in Malaysia. Data were analyzed via inductive content analysis. Thirty-six unique dimensions in the mental model were identified, representing six interrelated themes corresponding to participants' decision making related to disease prevention and control: drivers of action to prevent and control disease; perception of practice options; individual determinants of familiar practices; external social factors; external economic factors; and additional external factors. Key drivers of disease control and prevention responses during the Nipah outbreak included heightened perception of risk, emotions, perceived economic loss, and subjective norms whereas key drivers in 2019 included perception of risk, perceived effectiveness, perceived benefits, and other dimensions such as perception of the future, perceived economic cost, barriers, and loss. An unfavorable future outlook, perceived economic factors, and socio-political and personal factors currently hinders farm improvement and adoption of Pig Farming Areas (PFAs) and Modern Pig Farming (MPF) systems. Private sector service providers and veterinarians are highly influential in advocating for good biosecurity, herd health, and animal health intervention practices. Insights gained can inform the development of strategic policies and interventions.
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