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Production technology and technical efficiency: irrigated and rain-fed rice farms in northern Ghana

Author

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  • Benjamin T. Anang

    (University of Helsinki)

  • Stefan Bäckman

    (University of Helsinki)

  • Antonios Rezitis

    (University of Helsinki)

Abstract

The current paper compared the productivity and efficiency of smallholder irrigated and rain-fed rice farms in Northern Ghana using farm household survey data for the 2013/2014 farming season. The authors accounted for self-selection into irrigation using propensity score matching and conducted a formal test of the homogeneous production technology assumption. The authors employed a stochastic production frontier analysis to obtain technology-specific technical efficiency estimates for both farm groups under different methodological assumptions. The empirical results revealed that the irrigation technology was more efficient under the different methodological assumptions. On average, the irrigators were 9.2% points more efficient than the non-irrigators, but the difference in efficiency was larger with self-selection and the wrong assumption of technology type. The results provide useful insights for the transformation of smallholder production systems and reinforce the need for investment in irrigation infrastructure as a poverty alleviation mechanism and means to achieve food security.

Suggested Citation

  • Benjamin T. Anang & Stefan Bäckman & Antonios Rezitis, 2017. "Production technology and technical efficiency: irrigated and rain-fed rice farms in northern Ghana," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 95-113, April.
  • Handle: RePEc:spr:eurase:v:7:y:2017:i:1:d:10.1007_s40822-016-0060-y
    DOI: 10.1007/s40822-016-0060-y
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    1. Dillon, Andrew, 2008. "Access to irrigation and the escape from poverty: Evidence from Northern Mali," IFPRI discussion papers 782, International Food Policy Research Institute (IFPRI).
    2. Graziella Bonanno, 2016. "ICT and R&D as inputs or efficiency determinants? Analysing Italian manufacturing firms (2007–2009)," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 383-404, December.
    3. Doug Dyer & Majdi Quttainah & Pengfei Ye, 2015. "Privatization, intermediation and performance: global evidence," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 5(2), pages 207-229, December.
    4. Marc Jim Mariano & Renato Villano & Euan Fleming, 2011. "Technical Efficiency of Rice Farms in Different Agroclimatic Zones in the Philippines: An Application of a Stochastic Metafrontier Model," Asian Economic Journal, East Asian Economic Association, vol. 25(3), pages 245-269, September.
    5. Kularatne Mohottala Gedara & Clevo Wilson & Sean Pascoe & Tim Robinson, 2012. "Factors Affecting Technical Efficiency of Rice Farmers in Village Reservoir Irrigation Systems of Sri Lanka," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(3), pages 627-638, September.
    6. van Koppen, Barbara & Safilios-Rothschild, Constantina, 2005. "Poverty and gender issues," IWMI Working Papers H038102, International Water Management Institute.
    7. van Koppen, Barbara & Namara, Regassa & Safilios-Rothschild, Constantina, 2005. "Reducing poverty through investments in agricultural water management," IWMI Working Papers H038101, International Water Management Institute.
    8. Chamberlin, Jordan, 2007. "Defining smallholder agriculture in Ghana: Who are smallholders, what do they do and how are they linked with markets?," GSSP working papers 6, International Food Policy Research Institute (IFPRI).
    9. Seidu Al-hassan, 2008. "Technical Efficiency of Rice Farmers in Northern Ghana," Working Papers 178, African Economic Research Consortium, Research Department.
    10. Katchova, Ani L., 2010. "Agricultural Contracts and Alternative Marketing Options: A Matching Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 42(2), pages 1-16, May.
    11. David Hadley, 2006. "Patterns in Technical Efficiency and Technical Change at the Farm‐level in England and Wales, 1982–2002," Journal of Agricultural Economics, Wiley Blackwell, vol. 57(1), pages 81-100, March.
    12. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    13. Namara, Regassa, 2005. "Synthesis of Sub-Saharan Africa case study reports," IWMI Working Papers H038103, International Water Management Institute.
    14. Asante, Bright Owusu & Villano, Renato A. & Battese, George E., 2014. "The effect of the adoption of yam minisett technology on the technical efficiency of yam farmers in the forest-savanna transition zone of Ghana," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 9(2), pages 1-16, April.
    15. Sonali Senaratna Sellamuttu & Takeshi Aida & Ryuji Kasahara & Yasuyuki Sawada & Deeptha Wijerathna, 2014. "How Access to Irrigation Influences Poverty and Livelihoods: A Case Study from Sri Lanka," Journal of Development Studies, Taylor & Francis Journals, vol. 50(5), pages 748-768, May.
    16. Xie, Hua & You, Liangzhi & Wielgosz, Benjamin & Ringler, Claudia, 2014. "Estimating the potential for expanding smallholder irrigation in Sub-Saharan Africa," Agricultural Water Management, Elsevier, vol. 131(C), pages 183-193.
    17. You, Liangzhi & Ringler, Claudia & Wood-Sichra, Ulrike & Robertson, Richard & Wood, Stanley & Zhu, Tingju & Nelson, Gerald & Guo, Zhe & Sun, Yan, 2011. "What is the irrigation potential for Africa? A combined biophysical and socioeconomic approach," Food Policy, Elsevier, vol. 36(6), pages 770-782.
    18. Gashaw Tadesse ABATE & Gian Nicola FRANCESCONI & Kindie GETNET, 2014. "Impact Of Agricultural Cooperatives On Smallholders’ Technical Efficiency: Empirical Evidence From Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 85(2), pages 257-286, June.
    19. Carlos D. Mayen & Joseph V. Balagtas & Corinne E. Alexander, 2010. "Technology Adoption and Technical Efficiency: Organic and Conventional Dairy Farms in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(1), pages 181-195.
    20. Stigler, George J, 1976. "The Xistence of X-Efficiency," American Economic Review, American Economic Association, vol. 66(1), pages 213-216, March.
    21. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    22. Gebregziabher, Gebrehaweria & Namara, Regassa E. & Holden, Stein, 2012. "Technical Efficiency of Irrigated and Rain-Fed Smallholder Agriculture in Tigray, Ethiopia: A Comparative Stochastic Frontier Production Function Analysis," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(3), pages 1-24, August.
    23. Namara, Regassa E., 2011. "Irrigation development in Ghana: past experiences, emerging opportunities, and future directions," IWMI Working Papers H043830, International Water Management Institute.
    24. Adekalu, K.O. & Balogun, J.A. & Aluko, O.B. & Okunade, D.A. & J.W.Gowing & Faborode, M.O., 2009. "Runoff water harvesting for dry spell mitigation for cowpea in the savannah belt of Nigeria," Agricultural Water Management, Elsevier, vol. 96(11), pages 1502-1508, November.
    25. Senaratna Sellamuttu, Sonali, 2013. "How access to irrigation influences poverty and livelihoods: a case study from Sri Lanka. Impact assessment of infrastructure projects on poverty reduction," IWMI Working Papers H045795, International Water Management Institute.
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    Cited by:

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    2. Salam, Md. Abdus & Rahman, Sanzidur & Anik, Asif Reza & Sharna, Shaima Chowdhury, 2023. "Exploring competitiveness of surface water versus ground water irrigation and their impacts on rice productivity and efficiency: An empirical analysis from Bangladesh," Agricultural Water Management, Elsevier, vol. 283(C).
    3. Abdul-Rahaman, Awal & Issahaku, Gazali & Zereyesus, Yacob A., 2021. "Improved rice variety adoption and farm production efficiency: Accounting for unobservable selection bias and technology gaps among smallholder farmers in Ghana," Technology in Society, Elsevier, vol. 64(C).
    4. Nguyen-Anh, Tuan & Hoang-Duc, Chinh & Tiet, Tuyen & Nguyen-Van, Phu & To-The, Nguyen, 2022. "Composite effects of human, natural and social capitals on sustainable food-crop farming in Sub-Saharan Africa," Food Policy, Elsevier, vol. 113(C).
    5. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.
    6. Gabriel A. Sampaio Morais & Felipe F. Silva & Carlos Otávio de Freitas & Marcelo José Braga, 2021. "Irrigation, Technical Efficiency, and Farm Size: The Case of Brazil," Sustainability, MDPI, vol. 13(3), pages 1-21, January.
    7. Dokyi Emmanuel & Anang Benjamin Tetteh & Owusu Victor, 2021. "Impacts of Improved Seed Maize Technology Adoption on Productivity and Technical Efficiency in Northern Ghana," Open Economics, De Gruyter, vol. 4(1), pages 118-132, January.

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    More about this item

    Keywords

    Irrigation technology; Northern Ghana; Propensity score matching; Smallholder farmers; Technical efficiency;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment

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