IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v244y2021ics0378377419318013.html
   My bibliography  Save this article

Non-radial technical efficiency measurement of irrigation water relative to other inputs used in Arkansas rice production

Author

Listed:
  • Watkins, K. Bradley
  • Henry, Chris G.
  • Hardke, Jarrod T.
  • Mane, Ranjitsinh U.
  • Mazzanti, Ralph
  • Baker, Ron

Abstract

Groundwater from the Mississippi River Valley alluvial aquifer is an essential resource for agricultural irrigation in Arkansas, but groundwater from this valuable resource is being withdrawn more rapidly than aquifer recharge in many parts of the state. Rice accounts for a significant portion of groundwater withdrawn from the aquifer. Rice is also a high-cost crop relative to other field crops. This study uses data envelopment analysis and non-radial technical efficiency to evaluate irrigation water efficiency along with the efficiency of other key rice production inputs using data from 142 rice fields enrolled in the University of Arkansas Rice Research Verification Program (RRVP). The study also evaluates the impacts of management practices on input use efficiency using fractional regression. This study differs from most other studies that focus specifically on irrigation water efficiency in that efficiencies of other related rice inputs are also evaluated. We found irrigation water was overused on average by 37.3 % across the 142 fields, with 60 fields (42.3 % of all fields evaluated) over-applying irrigation water by over 50 %. Other rice inputs identified as highly inefficient included herbicides, diesel, and labor, which were overused on average by 46.4 %, 54.6 %, and 58.9 %, respectively, across the 142 fields. Results of the fractional regression analysis revealed management practices significantly improving irrigation water efficiency also significantly improved diesel and labor efficiency as well as overall field efficiency.

Suggested Citation

  • Watkins, K. Bradley & Henry, Chris G. & Hardke, Jarrod T. & Mane, Ranjitsinh U. & Mazzanti, Ralph & Baker, Ron, 2021. "Non-radial technical efficiency measurement of irrigation water relative to other inputs used in Arkansas rice production," Agricultural Water Management, Elsevier, vol. 244(C).
    • Handle: RePEc:eee:agiwat:v:244:y:2021:i:c:s0378377419318013
    DOI: 10.1016/j.agwat.2020.106441
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377419318013
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agwat.2020.106441?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lansink, Alfons Oude & Reinhard, Stijn, 2004. "Investigating technical efficiency and potential technological change in Dutch pig farming," Agricultural Systems, Elsevier, vol. 79(3), pages 353-367, March.
    2. Ferrier, G. D. & Kerstens, K. & Vanden Eeckaut, P., 1994. "Radial and nonradial technical efficiency measures on a DEA reference technology: a comparison using US banking data," LIDAM Reprints CORE 1156, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    3. Esmeralda Ramalho & Joaquim Ramalho & Pedro Henriques, 2010. "Fractional regression models for second stage DEA efficiency analyses," Journal of Productivity Analysis, Springer, vol. 34(3), pages 239-255, December.
    4. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    5. Nalley, Lawton Lanier & Barkley, Andrew & Watkins, Brad & Hignight, Jeffery, 2009. "Enhancing Farm Profitability through Portfolio Analysis: The Case of Spatial Rice Variety Selection," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(3), pages 641-652, December.
    6. Kopp, Raymond J., 1981. "Measuring the technical efficiency of production: A comment," Journal of Economic Theory, Elsevier, vol. 25(3), pages 450-452, December.
    7. Speelman, Stijn & D'Haese, Marijke & Buysse, Jeroen & D'Haese, Luc, 2008. "A measure for the efficiency of water use and its determinants, a case study of small-scale irrigation schemes in North-West Province, South Africa," Agricultural Systems, Elsevier, vol. 98(1), pages 31-39, July.
    8. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    9. Frija, Aymen & Chebil, Ali & Speelman, Stijn & Buysse, Jeroen & Van Huylenbroeck, Guido, 2009. "Water use and technical efficiencies in horticultural greenhouses in Tunisia," Agricultural Water Management, Elsevier, vol. 96(11), pages 1509-1516, November.
    10. Pereira, Helga & Marques, Rui Cunha, 2017. "An analytical review of irrigation efficiency measured using deterministic and stochastic models," Agricultural Water Management, Elsevier, vol. 184(C), pages 28-35.
    11. McKillop, D. G. & Glass, J. C. & Ferguson, C., 2002. "Investigating the cost performance of UK credit unions using radial and non-radial efficiency measures," Journal of Banking & Finance, Elsevier, vol. 26(8), pages 1563-1591, August.
    12. Wu, Shunxiang & Prato, Anthony A., 2006. "Cost Efficiency and Scope Economies of Crop and Livestock Farms in Missouri," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(3), pages 1-15, December.
    13. Wu, Shunxiang & Prato, Tony, 2006. "Cost Efficiency and Scope Economies of Crop and Livestock Farms in Missouri," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 38(3), pages 539-553, December.
    14. Gadanakis, Yiorgos & Bennett, Richard & Park, Julian & Areal, Francisco Jose, 2015. "Improving productivity and water use efficiency: A case study of farms in England," Agricultural Water Management, Elsevier, vol. 160(C), pages 22-32.
    15. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    16. Tim Coelli & Sanzidur Rahman & Colin Thirtle, 2002. "Technical, Allocative, Cost and Scale Efficiencies in Bangladesh Rice Cultivation: A Non‐parametric Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 53(3), pages 607-626, November.
    17. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    18. Chebil, Ali & Frija, Iheb & Bahri, Walid, 2014. "Irrigation water efficiency in wheat production in Chbika (Tunisia):Parametric versus Nonparametric Comparisons," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 15(1), pages 1-14.
    19. Guan Zhengfei & Alfons Oude Lansink, 2003. "Input Disposability and Efficiency in Dutch Arable Farming," Journal of Agricultural Economics, Wiley Blackwell, vol. 54(3), pages 467-478, November.
    20. Isabelle Piot-Lepetit & Dominique Vermersch & Robert Weaver, 1997. "Agriculture's environmental externalities: DEA evidence for French agriculture," Applied Economics, Taylor & Francis Journals, vol. 29(3), pages 331-338.
    21. Patrick, Kevin & Kuhns, Ryan & Borchers, Allison, 2016. "Recent Trends in U.S. Farm Income, Wealth, and Financial Health," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 31(1), pages 1-8, March.
    22. Muhammad Arif Watto & Amin W. Mugera, 2014. "Measuring Production and Irrigation Efficiencies of Rice Farms: Evidence from the Punjab Province, Pakistan," Asian Economic Journal, East Asian Economic Association, vol. 28(3), pages 301-322, September.
    23. Chellattan Veettil, Prakashan & Ashok, Arathy & Speelman, Stijn & Buysse, Jeroen & Van Huylenbroeck, Guido, 2011. "Sub-vector Efficiency analysis in Chance Constrained Stochastic DEA: An application to irrigation water use in the Krishna river basin, India," 122nd Seminar, February 17-18, 2011, Ancona, Italy 98978, European Association of Agricultural Economists.
    24. Piesse, Jenifer & Hadley, David & Shankar, Bhavani & Thirtle, Colin, 2002. "The Efficiency of Input Use during the Early Transition in Hungary," Economic Change and Restructuring, Springer, vol. 35(2), pages 183-204.
    25. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    26. Necmi Avkiran & Kaoru Tone & Miki Tsutsui, 2008. "Bridging radial and non-radial measures of efficiency in DEA," Annals of Operations Research, Springer, vol. 164(1), pages 127-138, November.
    27. Varghese, Shalet Korattukudy & Veettil, Prakashan Chellattan & Speelman, Stijn & Buysse, Jeroen & Van Huylenbroeck, Guido, 2013. "Estimating the causal effect of water scarcity on the groundwater use efficiency of rice farming in South India," Ecological Economics, Elsevier, vol. 86(C), pages 55-64.
    28. Lilienfeld, Amy & Asmild, Mette, 2007. "Estimation of excess water use in irrigated agriculture: A Data Envelopment Analysis approach," Agricultural Water Management, Elsevier, vol. 94(1-3), pages 73-82, December.
    29. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    30. Fletschner, Diana K. & Zepeda, Lydia, 2002. "Efficiency Of Small Landholders In Eastern Paraguay," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 27(2), pages 1-19, December.
    31. Fernandez-Cornejo, Jorge, 1994. "Nonradial Technical Efficiency and Chemical Input Use in Agriculture," Agricultural and Resource Economics Review, Cambridge University Press, vol. 23(1), pages 11-21, April.
    32. Frija, Aymen & Chebil, Ali & Abdelkafi, Belhassen, 2012. "Irrigation water use efficiency in collective irrigated schemes of Tunisia: determinants and potential irrigation cost reduction," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(1), pages 1-10.
    33. Chavas, Jean-Paul & Aliber, Michael, 1993. "An Analysis Of Economic Efficiency In Agriculture: A Nonparametric Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-16, July.
    34. Fernandez-Cornejo, Jorge, 1994. "Nonradial Technical Efficiency And Chemical Input Use In Agriculture," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 23(1), pages 1-11, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jay Nigam & Totakura Bangar Raju & Ramachandra K. Pavan Kumar Pannala, 2023. "Performance Evaluation of Irrigation Canals Using Data Envelopment Analysis for Efficient and Sustainable Irrigation Management in Jharkhand State, India," Energies, MDPI, vol. 16(14), pages 1-14, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Amar Oukil & Slim Zekri, 2021. "Investigating farming efficiency through a two stage analytical approach: Application to the agricultural sector in Northern Oman," Papers 2104.10943, arXiv.org.
    2. Chebil, Ali & Frija, Iheb & Bahri, Walid, 2014. "Irrigation water efficiency in wheat production in Chbika (Tunisia):Parametric versus Nonparametric Comparisons," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 15(1), pages 1-14.
    3. Imran, Muhammad Ali & Ali, Asghar & Ashfaq, Muhammad & Hassan, Sarfraz & Culas, Richard & Ma, Chunbo, 2019. "Impact of climate smart agriculture (CSA) through sustainable irrigation management on Resource use efficiency: A sustainable production alternative for cotton," Land Use Policy, Elsevier, vol. 88(C).
    4. Pereira, Helga & Marques, Rui Cunha, 2017. "An analytical review of irrigation efficiency measured using deterministic and stochastic models," Agricultural Water Management, Elsevier, vol. 184(C), pages 28-35.
    5. Gadanakis, Yiorgos & Bennett, Richard & Park, Julian & Areal, Francisco Jose, 2015. "Improving productivity and water use efficiency: A case study of farms in England," Agricultural Water Management, Elsevier, vol. 160(C), pages 22-32.
    6. Isabelle Piot-Lepetit & Dominique Vermersch & Robert D. Weaver & . American Agricultural Economics Association, 1995. "Subvector Technical EffÏciency : An Application to French Agriculture," Post-Print hal-02403487, HAL.
    7. Watkins, K. Bradley & Hristovska, Tatjana & Mazzanti, Ralph & Wilson, Charles E., Jr., "undated". "Measuring Technical, Allocative, and Economic Efficiency of Rice Production in Arkansas using Data Envelopment Analysis," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 142962, Southern Agricultural Economics Association.
    8. Zhuo-wan Liu & Tomas Balezentis & Yao-yao Song & Guo-liang Yang, 2019. "Estimating Capacity Utilization of Chinese State Farms," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    9. Johann Burgstaller, 2020. "Retail‐bank efficiency: Nonstandard goals and environmental determinants," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 91(2), pages 269-301, June.
    10. Ismat Ara Begum & Mohammad Jahangir Alam & Jeroen Buysse & Aymen Frija & Guido Van Huylenbroeck, 2012. "Contract farmer and poultry farm efficiency in Bangladesh: a data envelopment analysis," Applied Economics, Taylor & Francis Journals, vol. 44(28), pages 3737-3747, October.
    11. Veronese da Silva, Aline & Costa, Marcelo Azevedo & Lopes-Ahn, Ana Lúcia, 2022. "Accounting multiple environmental variables in DEA energy transmission benchmarking modelling: The 2019 Brazilian case," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    12. Justice G. Djokoto & Ferguson K. Gidiglo & Francis Y. Srofenyoh & Kofi Aaron A-O. Agyei-Henaku & Akua A. Afrane Arthur & Charlotte Badu-Prah & John Fry, 2020. "Sectoral and spatio-temporal differentiation in technical efficiency: A meta-regression," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1773659-177, January.
    13. Ali Chebil & Aymen Frija, 2014. "Impact of Improving Irrigation Water Use Efficiency on the Valorization of Water Resources: Case of Irrigated Wheat Production Systems in Central Tunisia," Working Papers 865, Economic Research Forum, revised Nov 2014.
    14. Ioannis E. Tsolas, 2020. "Financial Performance Assessment of Construction Firms by Means of RAM-Based Composite Indicators," Mathematics, MDPI, vol. 8(8), pages 1-16, August.
    15. da Silva, Aline Veronese & Costa, Marcelo Azevedo & Lopes, Ana Lúcia Miranda & do Carmo, Gabriela Miranda, 2019. "A close look at second stage data envelopment analysis using compound error models and the Tobit model," Socio-Economic Planning Sciences, Elsevier, vol. 65(C), pages 111-126.
    16. Yiorgos Gadanakis & Francisco José Areal, 2020. "Accounting for rainfall and the length of growing season in technical efficiency analysis," Operational Research, Springer, vol. 20(4), pages 2583-2608, December.
    17. Tsolas, Ioannis E., 2014. "Precious metal mutual fund performance appraisal using DEA modeling," Resources Policy, Elsevier, vol. 39(C), pages 54-60.
    18. António J. R. Santos & Sérgio P. Santos & Carla A. F. Amado & Efigénio L. Rebelo & Júlio C. Mendes, 2020. "Labor inspectorates’ efficiency and effectiveness assessment as a learning path to improve work-related accident prevention," Annals of Operations Research, Springer, vol. 288(2), pages 609-651, May.
    19. Weiying Liu & Sriram Shankar & Lihua Li, 2021. "Is specialization a strategy to improve farm efficiency in northwest China?," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1695-1710, August.
    20. Frija, Aymen & Chebil, Ali & Speelman, Stijn & Buysse, Jeroen & Van Huylenbroeck, Guido, 2009. "Water use and technical efficiencies in horticultural greenhouses in Tunisia," Agricultural Water Management, Elsevier, vol. 96(11), pages 1509-1516, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agiwat:v:244:y:2021:i:c:s0378377419318013. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.