Analysis of technical efficiency of small-scale commercial farmers in Vhembe district
DOI:
https://doi.org/10.17159/2413-3221/2021/v49n1a10780Keywords:
Technical efficiency, Stochastic frontier analysis, small-scale commercial farmingAbstract
Small-scale commercial farmers are regarded as the strategic avenue to achieve meaningful development in rural areas of South Africa. The government acknowledged that the inclusion of small-scale commercial farming in its development strategies. The paper aims to measure the efficiency of small-scale commercial farming enterprises in Vhembe District in Limpopo Province. Quantitative data were collected from 217 small-scale commercial farmers using structured questionnaires. The data were standardized using a farming enterprise budget system and analysed using the maximum likelihood and stochastic frontier analysis. The results revealed that aggregate output was positive and significantly influenced by age, education level, farm experience, farm labour, and government grants. However, the projected stochastic production frontier model combined with the efficiency parameters showed that labour and credit computed a negative effect on technical efficiency. The results indicated that the average level of technical efficiency ranged between 20% and 96% with a mean of 54%. This indicates that there is potential to increase production among small-scale commercial farmers in the study area by 46 % through efficient use of existing resources. As such, the local government should provide necessary supports such as formal agriculture training, access to credit and information to increase productivity.
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ABDU-RAHEEM, K. A. and WORTH, S. H. 2011. Household food security in South Africa: evaluating extension's paradigms relative to the current food security and development goals. S Afr. Jnl. Agric. Ext. [online]. 2011, vol.39, n.2, pp.91-103. ISSN 2413-3221
ABDUL-SALAM, Y. & PHIMISTER, E. 2016. Efficiency Effects of Access to Information on Small‐scale Agriculture: Empirical Evidence from Uganda using Stochastic Frontier and IRT Models. Journal of Agriculture economics., 68(2):1-15 DOI: https://doi.org/10.1111/1477-9552.12194
AGARWAL, B. 2018. Can group farms outperform individual family farms? Empirical insights. World Development, 108(2018):57-73 DOI: https://doi.org/10.1016/j.worlddev.2018.03.010
AGRICULTURE OUTLOOK. 2018. BFAP Baseline agricultural outlook 2018 - 2027, Pretoria: BFAP
ALLIANCE FOR GREEN REVOLUTION IN AFRICA. 2017. The Business of Smallholder Agriculture in Sub-Saharan Africa. [viewed August 2019]. Available from: https://agra.org/wp-content/uploads/2017/09/Final-AASR-2017-Aug-28.pdf
CASAZZA, A. & CHULU, O. 2016. “Aligning the Sustainable Development Goals (SDGs) to the National Development Plan (NDP): Towards domestication of the SDGs in South Africa, Johannesburg: Wits School of Governance
CHAUKE, P., MOTLHATLHA, M., PFUMARAMBA, T. & ANIM, F. 2013. Factors influencing access to credit: A case study of smallholder farmers in the Capricorn district of South Africa. African Journal of Agricultural Research, 8(7): 582-585
DESSALE, M. 2019. Analysis of technical efficiency of smallholder wheat-growing farmers of Jamma District, Ethiopia. Journal of Agriculture & Food Security, 8(1):2-8 DOI: https://doi.org/10.1186/s40066-018-0250-9
DEPARTMENT OF RURAL DEVELOPMENT AND LAND REFORM. 2016. Spatial Planning and Land Use Management: Rural Development, Pretoria: Department of Rural Development and Land Reform
DEPARTMENT OF LAND REFORM SOUTH AFRICA. 2019. National Minimum Wage. [viewed August 2019]. Available from: http://www.labour.gov.za/DOL/legislation/acts/national-minimum-wage/national-minimum-wage
DHLAMINI, L. 2017. Integrating agenda 2030 for Sustainable Development Goals (SDGs) into regional and national development plans and strategies, Pretoria: UNDP
DORWARD, A. 2013. Agricultural labour productivity, food prices and sustainable development impacts and indicators. Food and Agriculture Policy, 39(2013):40-50. DOI: https://doi.org/10.1016/j.foodpol.2012.12.003
FERREIRA, T. 2017. Does Education Enhance Productivity in Smallholder farming. Johanessburg, Stellenbosch University
FOOD AND AGRICULUTURE ORGANISATION. 2018. Budgetary control: [viewed August 2019]. Available from: http://www.fao.org/3/w4343e/w4343e05.htm
GLOVER, S. & JONES, S. 2019. Can commercial farming promote rural dynamism in sub-Saharan Africa? Evidence from Mozambique. World Development, 114(12): 110-121 DOI: https://doi.org/10.1016/j.worlddev.2018.09.029
GWEBU, J. 2018. Metafrontier analysis of commercial and smallholder tomato production: A South African case. Scielo, 114(7): 55-68 DOI: https://doi.org/10.17159/sajs.2018/20170258
IDGEKELE, A., DARAMOLA, A. & FALUSI, A. 2018. Technical efficiency of small scale farmers: An application of the stochastic frontier production function to rural and urban farmers in Ondo State, Nigeria. International Economic Journal, 20(1): 87-107 DOI: https://doi.org/10.1080/10168730500515498
ITAM, K. O. & AJAH, A. E. 2015. Technical Efficiecny Analaysis of Small Scale Cassava Farmers in Cross River State, Nigeria: A Stochastic Production Frontier Approach. Cross River State, Research Gate DOI: https://doi.org/10.11114/aef.v2i4.1028
KEM, S. 2017. Commercialization of Smallholder Agriculture in Cambodia: Impact of the Cassava Boom on Rural Livelihoods and Agrarian Change. Queensland, University of Queensland
KHAPAYI, M. & CELLIERS, P. 2016. Factors limiting and preventing emerging farmers to progress to commercial Agricultural farming in the King William's Town area of the Eastern Cape Province South Africa.. Journal for Agriculture, 44(1):25-41 DOI: https://doi.org/10.17159/2413-3221/2016/v44n1a374
LEKUNZE, J. & LUVHENGO, U. 2016. Measuring Technical Inefficiencies in Small-scale Small Stock Production in Dr Ruth Segomotsi Mompatsi District, North-West Province, South Africa. Trends in Agricultural, 9(1-3), pp. 13-20 DOI: https://doi.org/10.3923/tae.2016.13.20
MARKET INTELLIGENCE REPORT. 2018. Sustainable Agriculture. [viewed August 2019]. Available from: https://www.greencape.co.za/assets/Uploads/GreenCape-Sustainable-Agriculture-MIR-FINAL-WEB-24-5-2018.pdf
MOSHI, H. 2014. Sustainable and inclusive growth in Africa: Industrialization a must. [viewed August 2019]. Available from: http://www.tips.org.za/files/sustainable_and_inclusive_growth_in_africa_-_moshi.pdf
MOYO, S. 2011. Three decades of agrarian reform in Zimbabwe. The Journal of Peasant Studies, 38(3): 493-531 DOI: https://doi.org/10.1080/03066150.2011.583642
MUSABA, E. & BWACHA, I. 2014. Technical Efficiency of Small Scale Maize Production in Masaiti District, Zambia: A stochastic Frontier Approach. Journal of Economics and Sustainable Development, 5(4):104-111
NOTLE, K. AND OSTERNMEIR, M. 2017. Labour Markets Effects of Large-scale Agricultural Investment: Conceptual Considerations and Estimated Employment Effects. World Development Journals, 98(12): 430-446 DOI: https://doi.org/10.1016/j.worlddev.2017.05.012
NGOMBE, J. 2017. Technical efficiency of smallholder maize production in Zambia: a stochastic meta-frontier approach. Agricultural Economics Research, Policy and Practice in Southern Africa, 21(3):347-365 DOI: https://doi.org/10.1080/03031853.2017.1409127
SUMNER, D. 2019. Agricultural Subsidy Programs. [Online] Available at: https://www.econlib.org/library/Enc/AgriculturalSubsidyPrograms.html
ZAMASIYA, B., MANGO, N., NYIKAHADZOI, K. & SIZIBA, S. 2014. Determinants of soybean market participation by smallholder farmers in Zimbabwe. Journal of Development Agricultural economics, 6(2):49-58 DOI: https://doi.org/10.5897/JDAE2013.0446
ZURANO-CERVELLO, P. & GUILLEN-GOSALBEZ, G. 2018. Eco-efficiency assessment of EU manufacturing sectors combining input-output tables and data envelopment analysis following production and consumption-based accounting approaches. Journal of Cleaner Production, 174(10): 1161-1189 DOI: https://doi.org/10.1016/j.jclepro.2017.10.178
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