Stochastic Frontier Analysis of Technical Efficiency in swine Production in Nakhon Si Thammarat Province
DOI:
https://doi.org/10.55164/ecbajournal.v17i1.273889Keywords:
Productivity, Swine, Technical Efficiency, FarmersAbstract
This study has the following objectives: (1) To measure the level of technical efficiency in swine production, (2) To examine the production factors affecting the quantity of swine production, and (3) To investigate the factors contributing to inefficiency in swine production. Data were collected from interviews with 300 swine farming households in Nakhon Si Thammarat province, and the technical efficiency of swine production was analyzed using the Stochastic Frontier Analysis (SFA) model by estimating the production function in the form of the Cobb-Douglas Production Function using the Maximum Likelihood Estimation method.
The study found that breeding stock, farm size, labor, medicines and veterinary supplies, feed, and utility costs all positively influence the flexibility of pig production. The average technical inefficiency in pig production was found to be 0.70, reflecting a low level of technical efficiency. Regarding the factors affecting inefficiency in production, the study found that farmers' income has a positive effect on technical inefficiency in pig production. In addition, years of education and age negatively impact production inefficiency. These findings are beneficial to pig farmers in improving production efficiency through proper sanitary practices. At the same time, government agencies can use this information to develop capacities and improve policies to enhance the country's economic potential
References
Aigner, D., Lovell, C. K., & Schmidt, P. (1977). Formulation and Estimation of Stochastic Frontier Production Function Models. Journal of Econometrics, 6(1), 21-37.
Assawaphannimit, N., & Sangwipak, A. (2023). The Important Risk Factors of Raising Pigs to be Successful in the Pig Farm Business in Chonburi Province. Sripatum Chonburi Interdisciplinary Journal, 9(3), 118-140.
Chaiprakong, W. (2016). Technical Efficiency Analysis of Tilapia Producers in Earthen Ponds in Chiang Mai. Master of Economics Thesis: Maejo University.
Chantanop, S. (2017). Technical Efficiency of Sugarcane Production of the Farmers in Phang Thui Sub-District, Nam Phong District, Khon Kaen Province by Stochastic Frontier Production Approach. Khon Kaen Agriculture Journal, 45(2), 307-312.
Department of Livestock Development. (2022). Livestock Statistics in Thailand 2015. Bangkok, Thailand: Information Group.
Farrell, M. J. (1957). The Measurement of Productive Efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281.
Hocquette, J. F., Chriki, S., Fournier, D., & Ellies-Oury, M. P. (2024). Will “Cultured Meat” Transform Our Food System Towards More Sustainability? Animal, 101145.
Kim, S. W., Gormley, A., Jang, K. B., & Duarte, M. E. (2024). Current Status of Global Pig Production: An Overview and Research Trends. Animal Bioscience, 37(4), 719.
Kongsuban, N., Kiratikrnkul, S., Yotapakdee, T., & Nunthasen, K., (2021). Technical Efficiency of Beef Cluster Cooperative LTD.’s Member Production. Economics and Management Strategy. 8(1), 97-114.
Malida, C. (2023). Farmer's Participatory Pig Farm Management and Swine Business Organizations in the Area Chiang Mai-Lamphun. Journal of MCU Social Development, 8(1), 176-196.
Nakhon Si Thammarat Provincial Livestock Office. (2023). Report on Pig Farming Statistics in Nakhon Si Thammarat Province, 2023. Retrieved April 25, 2024, From https://pvlo-nst.dld.go.th
Noppakeua, S., & Chongchit, Y. (2021). Opinions on Raising Finishing Pigs of Smallholder Farmers at Mueang Nakhon Si Thammarat District in Nakhon Si Thammarat Province. ASEAN Journal of Scientific and Technological Reports, 24(2), 10-17.
Nualnoom, P. (2018). Motivation and Efficiency of Local Paddy Cultivation in Nakhon Si Thammarat Province. Sukhothai Thammathirat Journal, 31(2), 65-89
OECD (2016). Meat Consumption. Retrieved April 25, 2024, from https://data.oecd.org
Office of Agricultural Economics (2019). Agricultural Statistics of Thailand 2015. Retrieved April 25, 2024, from http://www.oae.go.th
Office of Agricultural Economics. (2023). Agricultural Statistics of Thailand 2013. Bangkok, Thailand: Office of Agricultural Economics, Ministry of Agriculture and Cooperative
Office of the Permanent Secretary for Agriculture and Cooperatives. (2021). Basic Information About Nakhon Si Thammarat Province. Retrieved April 25, 2024, From https://www.opsmoac.go.th/
Phacharathamkul, C. (2017). Efficiency of Longan Production of Farmers in The Upper Northern Region. Maejo University.
Phatcharathamkul, C., Cheamuangphan, A., Tunsuchat R., & Phaoumnuaywit A., (2016). Efficiency of Longan Production of Farmer in Upper Northern Region. Maejo University.
Phattharakamolsen, C., & Chaovanapoonphol, Y. (2018). Technical Efficiency of Garlic Production in Fang District, Chiang Mai Province. Khon Kaen Agriculture Journal, 46(2), 359–366.
Songsriroj, N., & Singhapreecha, C., (2006). Efficiency Measurement Approaches and Limitations. Journal of Economics Kasetsart University, 13(2), 79-99.
Tanthanawat, S. (2009). Basic Economics (7th ed.). Bangkok, Thailand: Ramkhamhaeng University.
Tantiwit, P. (2023). Technical Efficiency of Soybean Production in Chiang Mai Province (Doctoral Dissertation, Prince of Songkhla University)
Wana, C., & Somkam, S. (2020). Technical Efficiency Analysis of Rice Production of Farmers in Chai-Na. Chiang Mai Journal of Science, 26(2), 279-296.
Wanwisa, W., Kongsuban, N., Patthanawong, W., Panatthuek, J., Foi-klung, S., & Pasarakan, A. (2022, August). Technical Efficiency of Phrae Quality Beef Cooperative Ltd.’s Member Production, Phrae Province. In Proceedings of The Graduate School Conference (Vol. 4, No. 1, p. 376).
Yu, X., Liu, B., & Lai, Y. (2024). Monthly Pork Price Prediction Applying Projection Pursuit Regression: Modeling, Empirical Research, Comparison, and Sustainability Implications. Sustainability, 16(4), 1-26.
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