Estimating technical, allocative and cost efficiencies and their socioeconomic drivers: A case of selected small-scale growers in Northern KwaZulu-Natal, South Africa
Abstract
South African small-scale sugarcane growers are faced with high production costs that have an impact on agricultural efficiency and their ability to adopt newly available technologies for production purposes. This study employed the Data Envelope Analysis (DEA) approach and Truncated regression model to analyse data collected from 160 growers. The findings reported technical, cost and allocative mean scores to be 95.6,% 55.2%, and 57.5% in the Felixton region whereas 95.2%, 69.1% and 72.6% were achieved in the Amatikulu area, respectively. The age, extension support, and off-farm income had a negative effect on agricultural efficiency followed by positive effect of experience, education, access to credit and employment that showed positive relationship. We propose government to work jointly with mill owners to train, develop extension officers and subsidise inputs and equipment to address the poor allocation of resources because of financial constraints currently faced by small-scale sugarcane growers.
Keywords
Data Envelope Analysis, Small-scale grower, Benchmarking, Sugarcane production, Agriculture efficiency, Truncated regression
References
Aparicio, J., Pastor, J.T., Zofio, J.L. (2015). How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies. Euro J. Oper. Res., 240(3), 882–891.
Aye, G.C., Mungatana, E.D. (2011). Technological innovation and efficiency in the Nigerian maize sector: Parametric stochastic and non-parametric distance function approaches. Agrek., 50 (4), 1–24.
Chang, H.H., Wen, F.I. (2011). Off-farm work, technical efficiency, and rice production risk in Taiwan. Agric. econ., 42(1), 269–278.
Coelli, T.J., Rao, D.S.P., O'Donnell, C.J., Battese, G.E. (2005). An introduction to efficiency and productivity analysis. Spring. Sci. & Bus. Med., (Springer, Boston, MA), 52–83.
Dlamini, S., Rugambisa, J., Masuku, M., Belete, A. (2010), Technical efficiency of the small-scale sugarcane farmers in Swaziland: A case study of Vuvulane and big bend farmers. Afri. J. Agric. Res., 5(9), 935–940.
Fried, H.O., Lovell, C., Schmidt, S.S. (2008). The measurement of productive efficiency and productivity growth, Oxf. Univ. pres.
Khan, A. (2015). Technical efficiency of onion production in Pakistan, Khyber Pakhtunkhwa province, district Malakand. J. Advance. Dev. Econ., 4(4), 1–16.
Kelly, E., Shalloo, L., Geary, U., Kinsella, A., Thorne, F., Wallace, M. (2013). An analysis of the factors associated with technical and scale efficiency of Irish dairy farms. Intern. J. Agric. Man., 2(3), 149–159.
Lefophane, M.H., Belete, A., Jacobs, I. (2013). Technical efficiency in input use by credit and non-credit user emerging farmers in Maruleng Municipality of Limpopo Province, South Africa. Afri. J. of Agric. Res., 8(17), 1719–1724.
Mahjoor, A.A. (2013). Technical, allocative and economic efficiencies of broiler farms in Fars Province, Iran: A data envelopment analysis (DEA) approach. Wor. Appl. Scie. J., 21(1), 1427–1435.
Mishra, A.K., Khanal, A.R., Mohanty, S. (2017). Gender differentials in farming efficiency and profits: The case of rice production in the Philippines. Lan. Us. Pol., 63(1), 461–469.
Murali, P., Prathap, D.P. (2017). Technical efficiency of sugarcane farms: An econometric analysis. Sug. Tec., 19(2), 109–116.
Thabethe, L.S., Mungatana, E., Labuschagne, M. (2014). Estimation of Technical, Economic and Allocative Efficiencies in Sugarcane Production in South Africa: A Case Study of Mpumalanga Growers, J. of Econ. and Sustain. Dev., 16(5), 86–95.
Watto, M.A., Mugera, A.W. (2015). Efficiency of irrigation water application in sugarcane cultivation in Pakistan. J. Scie. Fo. Agric., 95(9), 1860–1867.
University of Limpopo 1Department of Agricultural Economics and Animal Production, Private Bag X1106, Sovenga, 0727 South Africa
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