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Levels of Technical, Allocative, and Groundwater Use Efficiency and the Factors Affecting the Allocative Efficiency of Wheat Farmers in Pakistan

Author

Listed:
  • Sobia Asghar

    (School of Environment, Resources and Development, Asian Institute of Technology, P.O. Box 4, Khlong Luang, Pathumthani 12120, Thailand)

  • Nophea Sasaki

    (School of Environment, Resources and Development, Asian Institute of Technology, P.O. Box 4, Khlong Luang, Pathumthani 12120, Thailand)

  • Damien Jourdain

    (School of Environment, Resources and Development, Asian Institute of Technology, P.O. Box 4, Khlong Luang, Pathumthani 12120, Thailand
    G-EAU, University Montpellier, AgroParisTech, CIRAD, IRD, IRSTEA, Montpellier SupAgro, 34093 Montpellier, France)

  • Takuji W. Tsusaka

    (School of Environment, Resources and Development, Asian Institute of Technology, P.O. Box 4, Khlong Luang, Pathumthani 12120, Thailand)

Abstract

In Pakistan, excessive lowering of the groundwater table has made crop irrigation costlier and without improving production efficiency, Pakistan’s rural economy will be adversely affected. This study estimated the technical, allocative, and groundwater use efficiency of wheat producers, identified the factors affecting their allocative efficiency, and suggested policy implications from these results. The data were collected from 84 tubewell owners, 65 tubewell shareholders, and 75 water buyers. The technical, allocative, and groundwater use efficiency were estimated by the Data Envelopment Analysis (DEA) method, and the important factors affecting the allocative efficiency were identified by two-limit tobit regression analysis. The results highlighted that the tubewell owners, tubewell shareholders, and water buyers had above 90% technical and groundwater use efficiency. However, allocative efficiency was substantially lower for all groups, indicating that wheat production costs could be significantly reduced by the optimal allocation of inputs. The allocative efficiency of wheat farmers decreased significantly with the increasing capacity of the tubewells, with the sharing of tubewells, and with the use of tractor-operated tubewells. The results imply that wheat farmers should be provided with technical and decision-making support to select an appropriate tubewell system that minimises their cost of production and improves their allocative efficiency. Furthermore, the resource allocation system of tubewell shareholders should be further studied to improve the allocative efficiency of wheat farmers.

Suggested Citation

  • Sobia Asghar & Nophea Sasaki & Damien Jourdain & Takuji W. Tsusaka, 2018. "Levels of Technical, Allocative, and Groundwater Use Efficiency and the Factors Affecting the Allocative Efficiency of Wheat Farmers in Pakistan," Sustainability, MDPI, vol. 10(5), pages 1-22, May.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:5:p:1619-:d:147308
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    References listed on IDEAS

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    1. Meinzen-Dick, Ruth Suseela & Sullins, Martha, 1994. "Water markets in Pakistan: participation and productivity," EPTD discussion papers 4, International Food Policy Research Institute (IFPRI).
    2. Srivastava, S.K. & Kumar, Ranjit & Singh, R.P., 2009. "Extent of Groundwater Extraction and Irrigation Efficiency on Farms under Different Water-market Regimes in Central Uttar Pradesh," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 22(01), January.
    3. Sarker, Debnarayan & De, Sudpita, 2004. "High Technical Efficiency of Farms in Two Different Agricultural Lands: A Study under Deterministic Production Frontier Approach," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 59(2), pages 1-12.
    4. Basanta R. Dhungana & Peter L. Nuthall & Gilbert V. Nartea, 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 347-369, June.
    5. Manjunatha, A.V. & Speelman, Stijn & Van Huylenbroeck, Guido & Chandrakanth, Mysore G., 2009. "Impact of groundwater markets in peninsular India on water use efficiency: A Data Envelopment Analysis approach," 2009 Conference, August 16-22, 2009, Beijing, China 50624, International Association of Agricultural Economists.
    6. Watto, Muhammad, 2013. "Measuring Groundwater Irrigation Efficiency in Pakistan: A DEA Approach Using the Sub-vector and Slack-based Models," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152204, Australian Agricultural and Resource Economics Society.
    7. repec:iwt:worppr:h033572 is not listed on IDEAS
    8. Asad Qureshi & Peter McCornick & A. Sarwar & Bharat Sharma, 2010. "Challenges and Prospects of Sustainable Groundwater Management in the Indus Basin, Pakistan," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(8), pages 1551-1569, June.
    9. Dawit Mekonnen & Afreen Siddiqi & Claudia Ringler, 2016. "Drivers of groundwater use and technical efficiency of groundwater, canal water, and conjunctive use in Pakistan’s Indus Basin Irrigation System," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 32(3), pages 459-476, May.
    10. Weixin Yang & Lingguang Li, 2017. "Analysis of Total Factor Efficiency of Water Resource and Energy in China: A Study Based on DEA-SBM Model," Sustainability, MDPI, vol. 9(8), pages 1-21, July.
    11. 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.
    12. Tang, Jianjun & Folmer, Henk & Xue, Jianhong, 2015. "Technical and allocative efficiency of irrigation water use in the Guanzhong Plain, China," Food Policy, Elsevier, vol. 50(C), pages 43-52.
    13. Ruth Meinzen-Dick, 1993. "Performance of Groundwater Markets in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(4), pages 833-845.
    14. 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.
    15. Jiaxing Pang & Xingpeng Chen & Zilong Zhang & Hengji Li, 2016. "Measuring Eco-Efficiency of Agriculture in China," Sustainability, MDPI, vol. 8(4), pages 1-15, April.
    16. 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.
    17. Muhammad Bashir & Dilawar Khan, 2005. "An Analysis of Allocative Efficiency of Wheat Growers in Northern Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 643-657.
    18. Abdul Wadud & Ben White, 2000. "Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods," Applied Economics, Taylor & Francis Journals, vol. 32(13), pages 1665-1673.
    19. Watto, Muhammad Arif & Mugera, Amin William, "undated". "Measuring Groundwater Irrigation Efficiency in Pakistan: A DEA Approach Using the Sub-vector and Slack-based Models," Working Papers 144943, University of Western Australia, School of Agricultural and Resource Economics.
    20. Meinzen-Dick, Ruth Suseela, 1996. "Groundwater markets in Pakistan: participation and productivity," Research reports 105, International Food Policy Research Institute (IFPRI).
    21. Fabio Carlucci & Andrea Cirà & Paolo Coccorese, 2018. "Measuring and Explaining Airport Efficiency and Sustainability: Evidence from Italy," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    22. 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.
    23. Latruffe, Laure & Fogarasi, József & Desjeux, Yann, 2012. "Efficiency, productivity and technology comparison for farms in Central and Western Europe: The case of field crop and dairy farming in Hungary and France," Economic Systems, Elsevier, vol. 36(2), pages 264-278.
    24. repec:iwt:conppr:h041885 is not listed on IDEAS
    25. Bing Xia & Suocheng Dong & Duoxun Ba & Yu Li & Fujia Li & Haimeng Liu & Zehong Li & Minyan Zhao, 2018. "Research on the Spatial Differentiation and Driving Factors of Tourism Enterprises’ Efficiency: Chinese Scenic Spots, Travel Agencies, and Hotels," Sustainability, MDPI, vol. 10(4), pages 1-22, March.
    26. Zilong Zhang & Xingpeng Chen & Peter Heck, 2014. "Emergy-Based Regional Socio-Economic Metabolism Analysis: An Application of Data Envelopment Analysis and Decomposition Analysis," Sustainability, MDPI, vol. 6(12), pages 1-21, November.
    27. Johnson, Robert, 1989. "Private tube well development in Pakistan's Punjab: review of past public programs/policies and relevant research," IWMI Books, International Water Management Institute, number 138626, January.
    28. Aizhen Zhang & Aijun Li & Yaping Gao, 2018. "Social Sustainability Assessment across Provinces in China: An Analysis of Combining Intermediate Approach with Data Envelopment Analysis (DEA) Window Analysis," Sustainability, MDPI, vol. 10(3), pages 1-24, March.
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    7. Gulraiz Akhter & Yonggang Ge & Naveed Iqbal & Yanjun Shang & Muhammad Hasan, 2021. "Appraisal of Remote Sensing Technology for Groundwater Resource Management Perspective in Indus Basin," Sustainability, MDPI, vol. 13(17), pages 1-12, August.
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