Estimating Technical Efficiency and its Determinants in the Coconut Plantations: The Case of Kurunegala Plantations Limited, Sri Lanka

  • S. M. M. Samarakoon
  • L. H. P. Gunarathne
  • J. Weerahewa
Keywords: Coconut plantations, stochastic frontier, technical efficiency, fertilizer response in coconut

Abstract

This study estimated the Technical Efficiency (TE) of coconut production in Sri Lanka using the stochastic frontier production function procedure. Data on inputs and coconut production recorded by Kurunegala Plantations Limited from 2000 – 2018 were used for the analysis. The stochastic production frontier in Cobb-Douglas form and the inefficiency model were estimated by single-step Maximum Likelihood method using STATA 14 computer software package treating coconut yield as the dependent variable and fertilizer, rainfall, labor, chemicals, tractor hours, mulching harrowing/plowing, agro-ecological zones, education level of the managers and bearing coconut extent as independent variables. Results revealed that TE of coconut production ranged from 81-98%, with an average of 88%, indicating that there is scope for increasing the production by as much as 12% without increasing inputs and simply using a higher technology level. The outcome of the analysis shows that inorganic fertilizer, rainfall, labor, tractor hours, and mulching are kind positive and significant. In contrast, agro-chemicals such as weedicides, fungicides and pesticides and plowing/harrowing did not show a significant contribution to coconut production. In respect of the farm and farmer-specific characteristics, the size of the estate has a positive relationship with technical inefficiency, meaning that smaller estates are more efficient than larger estates. It also shows that the agro-ecological zones and educational level have no significant effect on the efficiency of coconut production. The results highlight the need for government and private sector assistance in improving the efficiency of smallholders and promoting access to productive inputs.

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.
Amarasinghe, S. T. C., & Weerahewa, J. (2001). An assessment of technical efficiency of potato production.
Amarasuriya, M. T. C., Edirisinghe, J., & Patalee, M. A. (2013). Technical efficiency in intercropped pineapple production in Kurunegala District. Journal of Food and Agriculture, 3(1-2).
Basnayake, B. M. J. K., & Gunaratne, L. H. P. (2002). Estimation of technical efficiency and it's determinants in the tea small holding sector in the Mid Country Wet Zone of Sri Lanka. Sri Lankan Journal of Agricultural Economics, 4(1381-2016-115740), 137-150.
Battese, G. E., & Corra, G. S. (1977). Estimation of a production frontier model: with application to the pastoral zone of Eastern Australia. Australian journal of agricultural economics, 21(3), 169-179.
Battese, G. E., & Coelli, T. J. (1988). Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. Journal of econometrics, 38(3), 387-399.
Battese, G. E., & Coelli, T. J. (1992). Frontier production functions, technical efficiency and panel data: with application to paddy farmers in India. Journal of productivity analysis, 3(1), 153-169.
Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical economics, 20(2), 325-332.
Lanka, C. S. (2019). Central Bank of Sri Lanka. Annual report.
CDA. (2019). Sri Lanka Coconut Statistics. Coconut Development Authority, Colombo, Sri Lanka.
DCS. (2012). Sri Lanka Census of Agriculture: Department of Census and Statistics, Colombo, Sri Lanka.
DCS. (2014). Sri Lanka Census of Agriculture: Department of Census and Statistics, Colombo, Sri Lanka.
De Silva, M. A. T. (1973). Fertilizer Experiments and Coconut Yield. Ceylon Coconut Planters’ Review, 7, 92-94.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281.
Gunathilake, R. M. K. S., & Gajanayake, C. P. B. (2008). Estimation of technical efficiency of dairy farms managed by national livestock development board of Kurunegala district in Sri Lanka. In Proceedings of 8th Agricultural Research Symposium (pp.110-114). Makandura, Wayamba University of Sri Lanka.
Mango, N., Makate, C., Hanyani-Mlambo, B., Siziba, S., & Lundy, M. (2015). A stochastic frontier analysis of technical efficiency in smallholder maize production in Zimbabwe: The post-fast-track land reform outlook. Cogent Economics & Finance, 3(1), 1117189.
Mangika, T. P. S., Jayasinghe-Mudalige, U. K., Jayalath, K. V. N. N., & Pathiraja, P. M. E. K. (2009, August). Exploring the efficiency of coconut production in Sri Lanka: where the lazy man’s crop lies. In Agricultural research symposium (pp. 43-48).
Nor, M., A’liah, N. A., Engku Ariff, E. E., Nik Omar, N. R., Zainol Abidin, A. Z., Muhammad, R. M., ... & Sulaiman, N. H. (2020). Total productivity and technical efficiency of coconuts in Malaysia. Economic and Technology Management Review, 15.
Omar, Z., & Fatah, F. A. (2021, May). Determinants of Technical Efficiency Among Coconut Smallholder Production in Johor, Malaysia: A Cobb Douglas Stochastic Frontier Production Approach. In IOP Conference Series: Earth and Environmental Science (Vol. 757, No. 1, p. 012013). IOP Publishing.
Pitt, M. M., & Lee, L. F. (1981). The measurement and sources of technical inefficiency in the Indonesian weaving industry. Journal of development economics, 9(1), 43-64.
Selvam, G., Mathevan Pillai, K., & K.Abirami, S. (2018). Stochastic Frontier Production Function an Application of the Coconut Farms in Coimbatore District. International Journal of Engineering & Technology, 7(2), 1120-1122.
Udayanganie, A. D. D., Prasada, D. V. P., Kodithuwakku, K. A. S. S., Weerahewa, J., & Little, D. C. (2006). Efficiency of the agrochemical input usage in the paddy farming systems in the dry zone of Sri Lanka (No. 523-2016-37718).
Published
2022-03-28
How to Cite
Samarakoon, S. M. M., Gunarathne, L. H. P., & Weerahewa, J. (2022). Estimating Technical Efficiency and its Determinants in the Coconut Plantations: The Case of Kurunegala Plantations Limited, Sri Lanka. CORD, 38, 6-12. https://doi.org/10.37833/cord.v38i.447
Section
Articles