Technical Efficiency and Managerial Implications of Para Rubber Production in Upper Northern Thailand
Keywords:
Rubber, Technical Efficiency, Stochastic Frontier, Upper northern regionAbstract
Rubber is a vital economic crop for Thailand, which is one of the world’s major producers and exporters of natural rubber. This has led to a continuous expansion of rubber production, particularly in the Upper Northern region, where rubber plantations are widespread. However, it has been found that the yield per rai in this region has significantly declined compared to other parts of the country. This study aims to examine the characteristics and measure the technical efficiency of rubber production, as well as to analyze the factors contributing to technical inefficiency in rubber cultivation in the Upper Northern region of Thailand. Data were collected from 400 rubber farmers across five districts—Chiang Kham, Phu Sang, Chiang Dao, Fang, and Chiang Khong—located in the provinces of Phayao, Chiang Mai, and Chiang Rai. The analysis employed the Stochastic Production Frontier approach to estimate technical efficiency, while the Tobit model was used to identify the factors affecting technical inefficiency in rubber production at the 90% and 95% confidence levels. The results revealed that the technical efficiency of rubber farming, as measured by Stochastic Frontier Analysis (SFA), was very high (0.901–1.000) among most farmers in Chiang Kham (Phayao), Chiang Dao (Chiang Mai), and Chiang Khong (Chiang Rai). In contrast, farmers in Phu Sang (Phayao) and Fang (Chiang Mai) demonstrated high levels of technical efficiency (0.701–0.900). Significant factors contributing to technical inefficiency included the number of training sessions attended, farming experience, employment of tapping labor, and the amount of rainfall in the cultivation area. The findings of this research can be used as a guideline to drive development and enhance technical efficiency, while also offering management recommendations for rubber production in the northern region of Thailand.
References
Abdul-Rahaman, A. (2016). Stochastic frontier analysis (SFA) of technical efficiency: Insights from smallholder cotton farmers in the Northern Region of Ghana. Global Journal of Agricultural Economics, Extension and Rural Development, 4(1), 361–367.
Aigner, D., Lovell, C. A. K., & Schmidt, P. (1977). Formulation and estimation of stochastic frontier production function models. Journal of Econometrics, 6(1), 21–37.
Coelli, T. J., Prasada Rao, D. S., O’Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis. Springer US.
Department of Agriculture. (2023). Agricultural production data of Thailand 2023. Ministry of Agriculture and Cooperatives. https://www.doa.go.th [in Thai]
Drinkwater, S., & Harris, R. (1999). Frontier 4.1: A computer program for stochastic frontier production and cost function estimation. The Economic Journal, 109(456), F453–F458.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the royal statistical society series a: statistics in society, 120(3), 253-281.
Krungsri Research. (2024). Rubber industry outlook 2025–2027. https://www.krungsri.com/en/research/industry/industry-outlook/agriculture/rubber/io/rubber-2025-2027 [in Thai]
Meeusen, W., & van Den Broeck, J. (1977). Efficiency estimation from Cobb–Douglas production functions
with composed error. International Economic Review, 18(2), 435–444.
Office of Agricultural Economics. (2024). Agricultural statistics of Thailand 2024. https://www.oae.go.th [in Thai]
Pattarakamolsen, C., & Chaovanapoonphol, Y. (2018). Technical efficiency of garlic production in Fang District, Chiang Mai Province. Khon Kaen Agriculture Journal, 46(2), 359–366. [in Thai]
Phaithun, R. (1998). Agricultural product marketing (3rd ed.). Thai Wattana Panich Press. [in Thai]
Rubber Authority of Thailand. (2024). Rubber statistics report 2024. https://www.raot.co.th [in Thai]
Songsrirote, N., & Singhapreecha, T. (2007). Production efficiency analysis in Thai agriculture. Faculty of Economics. Chulalongkorn University. [in Thai]
Sunsirs. (2024, November 27). Thailand natural rubber production outlook 2025. https://www.sunsirs.com/uk/detail_news-23786.html
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Journal of Business Administration The Association of Private Higher Education Institutions of Thailand

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
บทความที่ลงตีพิมพ์ในวารสารวิชาการบริหารธุรกิจ สมาคมสถาบันอุดมศึกษาเอกชนแห่งประเทศไทยต้องเป็นบทความที่ไม่เคยได้รับการตีพิมพ์เผยแพร่ หรืออยู่ระหว่างการพิจารณาตีพิมพ์ในวารสารอื่นๆ การละเมิดลิขสิทธิ์เป็นความรับผิดชอบของผู้ส่งบทความโดยตรง