The livestock sector plays a crucial role in sustaining the livelihoods of millions of families across the world, especially in developing countries. However, farming households that rely on agriculture and livestock are particularly susceptible to the impacts of various infectious diseases and natural disasters. This study focuses on estimating the economic burden imposed on households by lumpy skin disease (LSD) in Pakistan and explores the effect of various socioeconomic factors on mortality ratio. Data were collected through a questionnaire survey from 406 farmers and were analyzed through descriptive statistics to calculate the monetary losses. In addition, the study employed fractional probit regression to identify factors affecting mortality ratio. The results demonstrate significant economic impacts of LSD on farm households in Pakistan, leading to direct and indirect losses and reduced milk productivity. Exotic cows were found to be more susceptible to mortality compared to indigenous cows. The study also found that farmers’ education, experience, household income per month, vaccination, domestic-commercial, commercial animals, and access to information were negatively associated with mortality. The findings of this study emphasize the need for preventative measures such as affordable vaccines, treatment, and improved livestock health and welfare to mitigate the negative effects of LSD on farmers’ income and the local economy.

Many tropical regions are promoting the cultivation of oil palm. In this regard, different national and international organizations promote oil palm cultivation in Thailand. However, socio-economic and institutional factors are very important to be considered in the adoption of its cultivation. This study aims first to determine the various socio-economic and institutional factors in adopting oil palm cultivation, and second, to explore the role of these stated factors in the extent of the adoption of oil palm. The data were collected through a semi-structured questionnaire in Seka of Bueng Kan province of Thailand. The double-hurdle model was used for the estimation of the farmers’ decision to adopt the new technology and the extent of adoption. Results show that the adoption and extent of adoption of oil palm cultivation were positively influenced by gender (male), oil palm training, and access to extension services, while the size of landholding per family member and age negatively influenced its adoption/extent. To increase the adoption rate of oil palm cultivation, young, educated farmers should be encouraged by providing training and credit and extension services should be made accessible.