IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i11p1953-d960539.html
   My bibliography  Save this article

Contract Farming and Technical Efficiency: A Case of Export-Oriented Organic Rice Farmers in Pakistan

Author

Listed:
  • Rabia Mazhar

    (College of Public Administration, Nanjing Agricultural University, Nanjing 210095, China)

  • Bi Xuehao

    (College of Public Administration, Nanjing Agricultural University, Nanjing 210095, China)

  • Thomas Dogot

    (Department of Economics and Rural Development, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium)

  • Rytis Skominas

    (Bioeconomy Research Institute, Vytautas Magnus University, LT-44248 Kaunas, Lithuania)

  • Vjekoslav Tanaskovik

    (Faculty of Agricultural Sciences and Food-Skopje, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, North Macedonia)

  • Hossein Azadi

    (Department of Economics and Rural Development, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium)

  • Zou Wei

    (College of Public Administration, Nanjing Agricultural University, Nanjing 210095, China)

Abstract

Although organic rice is a niche market in Pakistan, it has exhibited enormous potential for growth in export-oriented production. Since contract farming is the leading promoter of export-oriented organic rice production in Punjab, Pakistan, improving the technical efficiency of smallholder rice farmers through contract farming holds sufficient potential. This work examines the influence of contract farming participation on smallholder rice farmers’ technical efficiency using a cross-sectional data set of 650 respondents. We applied a stochastic frontier analysis (SFA) to examine the production frontier and inefficiency estimates. Further, propensity score matching (PSM) was used to control endogeneity and self-selection bias in technical efficiency estimates. The results reveal that the technical efficiency score of organic rice farmers in Punjab, Pakistan, is 89.7%, which can still be improved by 10.3% at the current sociodemographic characters and input levels. Likewise, land size, seed, and machine expenditures are the key inputs of the production frontier. Results show a positive and significant connection between contract farming participation and technical efficiency. The study extends the literature on technical efficiency, export-oriented production, contract farming, and the well-being of smallholder farmers. Moreover, the study’s findings provide cues for policies and practices.

Suggested Citation

  • Rabia Mazhar & Bi Xuehao & Thomas Dogot & Rytis Skominas & Vjekoslav Tanaskovik & Hossein Azadi & Zou Wei, 2022. "Contract Farming and Technical Efficiency: A Case of Export-Oriented Organic Rice Farmers in Pakistan," Land, MDPI, vol. 11(11), pages 1-16, November.
  • Handle: RePEc:gam:jlands:v:11:y:2022:i:11:p:1953-:d:960539
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/11/1953/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/11/11/1953/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maria Raimondo & Francesco Caracciolo & Concetta Nazzaro & Giuseppe Marotta, 2021. "Organic Farming Increases the Technical Efficiency of Olive Farms in Italy," Agriculture, MDPI, vol. 11(3), pages 1-15, March.
    2. Coelli, Tim J. & Battese, George E., 1996. "Identification Of Factors Which Influence The Technical Inefficiency Of Indian Farmers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 40(2), pages 1-26, August.
    3. Schipmann, Christin & Qaim, Matin, 2011. "Supply chain differentiation, contract agriculture, and farmers' marketing preferences: The case of sweet pepper in Thailand," Food Policy, Elsevier, vol. 36(5), pages 666-676, October.
    4. Yuriy Gorodnichenko & Jan Svejnar & Katherine Terrell, 2010. "Globalization and Innovation in Emerging Markets," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 194-226, April.
    5. Nusrat Abedin Jimi & Plamen V. Nikolov & Mohammad Abdul Malek & Subal Kumbhakar, 2019. "The effects of access to credit on productivity: separating technological changes from changes in technical efficiency," Journal of Productivity Analysis, Springer, vol. 52(1), pages 37-55, December.
    6. Ali Sher & Saman Mazhar & Azhar Abbas & Muhammad Amjed Iqbal & Xiangmei Li, 2019. "Linking Entrepreneurial Skills and Opportunity Recognition with Improved Food Distribution in the Context of the CPEC: A Case of Pakistan," Sustainability, MDPI, vol. 11(7), pages 1-22, March.
    7. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    8. Francisco Alvarez-Cuadrado & Markus Poschke, 2011. "Structural Change Out of Agriculture: Labor Push versus Labor Pull," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 127-158, July.
    9. Le Ngoc, H., 2018. "Contract farming effects on technical efficiency of the export-oriented rice production sector in Vietnam," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277409, International Association of Agricultural Economists.
    10. Rao, Elizaphan J.O. & Qaim, Matin, 2011. "Supermarkets, Farm Household Income, and Poverty: Insights from Kenya," World Development, Elsevier, vol. 39(5), pages 784-796, May.
    11. Nalun Panpluem & Adnan Mustafa & Xianlei Huang & Shu Wang & Changbin Yin, 2019. "Measuring the Technical Efficiency of Certified Organic Rice Producing Farms in Yasothon Province: Northeast Thailand," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    12. Jouzi, Zeynab & Azadi, Hossein & Taheri, Fatemeh & Zarafshani, Kiumars & Gebrehiwot, Kindeya & Van Passel, Steven & Lebailly, Philippe, 2017. "Organic Farming and Small-Scale Farmers: Main Opportunities and Challenges," Ecological Economics, Elsevier, vol. 132(C), pages 144-154.
    13. Shushanik Hakobyan & John McLaren, 2016. "Looking for Local Labor Market Effects of NAFTA," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 728-741, October.
    14. Wollni, Meike & Brümmer, Bernhard, 2012. "Productive efficiency of specialty and conventional coffee farmers in Costa Rica: Accounting for technological heterogeneity and self-selection," Food Policy, Elsevier, vol. 37(1), pages 67-76.
    15. 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.
    16. H. Holly Wang & Yanbing Wang & Michael S. Delgado, 2014. "The Transition to Modern Agriculture: Contract Farming in Developing Economies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1257-1271.
    17. Ali Sher & Saman Mazhar & Hossein Azadi & Guanghua Lin, 2020. "Smallholder Commercialization and Urban-Rural Linkages: Effect of Interest-Free Agriculture Credit on Market Participation of Rice Growers in Pakistan," Land, MDPI, vol. 10(1), pages 1-24, December.
    18. Sokchea, An & Culas, Richard J., 2015. "Impact of Contract Farming with Farmer Organizations on Farmers’ Income: A Case Study of Reasmey Stung Sen Agricultural Development Cooperative in Cambodia," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 23, March.
    19. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    20. Tu, Vo Hong & Kopp, Steven W. & Trang, Nguyen Thuy & Hong, Nguyen Bich & Yabe, Mitsuyasu, 2021. "Land accumulation: An option for improving technical and environmental efficiencies of rice production in the Vietnamese Mekong Delta," Land Use Policy, Elsevier, vol. 108(C).
    21. Muhammad Irshad Ahmad & Les Oxley & Hengyun Ma, 2020. "What Makes Farmers Exit Farming: A Case Study of Sindh Province, Pakistan," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    22. Schipmann, Christin & Qaim, Matin, 2011. "Supply chain differentiation, contract agriculture, and farmers’ marketing preferences: the case of sweet pepper in Thailand," GlobalFood Discussion Papers 108349, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    23. Bellemare, Marc F., 2012. "As You Sow, So Shall You Reap: The Welfare Impacts of Contract Farming," World Development, Elsevier, vol. 40(7), pages 1418-1434.
    24. Schipmann, Christin & Qaim, Matin, 2011. "Supply chain differentiation, contract agriculture, and farmers’ marketing preferences: The case of sweet pepper in Thailand," Food Policy, Elsevier, vol. 36(5), pages 667-677.
    25. Mishra, Ashok K. & Kumar, Anjani & Joshi, Pramod K. & D'Souza, Alwin & Tripathi, Gaurav, 2018. "How can organic rice be a boon to smallholders? Evidence from contract farming in India," Food Policy, Elsevier, vol. 75(C), pages 147-157.
    26. Ondrich, Jan & Ruggiero, John, 2001. "Efficiency measurement in the stochastic frontier model," European Journal of Operational Research, Elsevier, vol. 129(2), pages 434-442, March.
    27. Torben Tiedemann & Uwe Latacz-Lohmann, 2013. "Production Risk and Technical Efficiency in Organic and Conventional Agriculture – The Case of Arable Farms in Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(1), pages 73-96, February.
    28. Bröcker, Johannes & Korzhenevych, Artem & Schürmann, Carsten, 2010. "Assessing spatial equity and efficiency impacts of transport infrastructure projects," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 795-811, August.
    29. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    30. Solomon Asfaw & Menale Kassie & Franklin Simtowe & Leslie Lipper, 2012. "Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1288-1305, September.
    31. Ashok K. Mishra & Anthony N. Rezitis & Mike G. Tsionas, 2019. "Estimating Technical Efficiency and Production Risk under Contract Farming: A Bayesian Estimation and Stochastic Dominance Methodology," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 353-371, June.
    32. George E. Batiese, 1992. "Frontier production functions and technical efficiency: a survey of empirical applications in agricultural economics," Agricultural Economics, International Association of Agricultural Economists, vol. 7(3-4), pages 185-208, October.
    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. Shoaib Akhtar & Azhar Abbas & Muhammad Faisal & Muhammad Haseeb Raza & Abdus Samie & Mark Yu & Ashley Lovell, 2023. "Roles of Personal, Household, Physical, and Institutional Factors on Farmers’ Efficiency of Hybrid Maize Production: Implications for Food Security," Agriculture, MDPI, vol. 13(9), pages 1-13, September.

    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. Viet Hoang, 2021. "Impact of Contract Farming on Farmers’ Income in the Food Value Chain: A Theoretical Analysis and Empirical Study in Vietnam," Agriculture, MDPI, vol. 11(8), pages 1-16, August.
    2. Benali, Marwan & Brümmer, Bernhard & Afari-Sefa, Victor, 2017. "Small producer participation in export vegetable supply chains and poverty: evidence from different export schemes in Tanzania," GlobalFood Discussion Papers 262583, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    3. Ochieng, Dennis O. & Veettil, Prakashan C. & Qaim, Matin, 2017. "Farmers’ preferences for supermarket contracts in Kenya," Food Policy, Elsevier, vol. 68(C), pages 100-111.
    4. Stephanie D. Rosch & David L. Ortega, 2019. "Willingness to contract versus opportunity to contract: a case study in Kenya's French bean export market," Agricultural Economics, International Association of Agricultural Economists, vol. 50(1), pages 27-37, January.
    5. Ba, Hélène A. & de Mey, Yann & Thoron, Sylvie & Demont, Matty, 2019. "Inclusiveness of contract farming along the vertical coordination continuum: Evidence from the Vietnamese rice sector," Land Use Policy, Elsevier, vol. 87(C).
    6. Kedar, Vishnu Shankarrao & Kumar, Parmod & Neharkar, Pratibha, 2021. "Transaction Costs, Institutions and Smallholder Market Integration: Chili Producers in India," 2021 Annual Meeting, August 1-3, Austin, Texas 313970, Agricultural and Applied Economics Association.
    7. Adu-Gyamfi Poku & Regina Birner & Saurabh Gupta, 2018. "Making Contract Farming Arrangements Work in Africa’s Bioeconomy: Evidence from Cassava Outgrower Schemes in Ghana," Sustainability, MDPI, vol. 10(5), pages 1-21, May.
    8. Susanne Väth & Michael Kirk, 2014. "Do property rights and contract farming matter for rural development? Evidence from a large-scale investment in Ghana," MAGKS Papers on Economics 201416, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    9. Senakpon F. A. Dedehouanou & Johan Swinnen & Miet Maertens, 2013. "Does Contracting Make Farmers Happy? Evidence from Senegal," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59, pages 138-160, October.
    10. Viet Hoang & Vinh Nguyen, 2023. "Determinants of small farmers' participation in contract farming in developing countries: A study in Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 836-853, July.
    11. Susanne Väth & Simone Gobien, 2014. "Life Satisfaction, Contract Farming and Property Rights: Evidence from Ghana," MAGKS Papers on Economics 201415, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    12. Vishnu, Kedar & Rai, Ruchika, 2022. "Measuring The Impact of Transaction Costs on Profitability of Farmers: Empirical Evidence from India," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322593, Agricultural and Applied Economics Association.
    13. Fischer, Sabine & Wollni, Meike, 2018. "The role of farmers’ trust, risk and time preferences for contract choices: Experimental evidence from the Ghanaian pineapple sector," Food Policy, Elsevier, vol. 81(C), pages 67-81.
    14. Liu, Y., 2018. "Determinants and impacts of marketing channel choice among cooperatives members: Evidence from agricultural cooperative in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275898, International Association of Agricultural Economists.
    15. Ayeduvor Selorm & D. B. S. Sarpong & Irene S. Egyir & Akwasi Mensah Bonsu & Henry An, 2023. "Does contract farming affect technical efficiency? Evidence from soybean farmers in Northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-22, December.
    16. Abdul-Rahaman, Awal & Abdulai, Awudu, 2018. "Do farmer groups impact on farm yield and efficiency of smallholder farmers? Evidence from rice farmers in northern Ghana," Food Policy, Elsevier, vol. 81(C), pages 95-105.
    17. Huma Neupane & Krishna P. Paudel & Qinying He, 2023. "Impact of cooperative membership on market performance of Nepali goat farmers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 805-830, September.
    18. Poku, A.-G. & Birner, R. & Gupta, S., 2018. "How To Make Contract Farming Arrangements Work: Evidence From A Public And A Private Cassava Outgrower Scheme In Ghana," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277471, International Association of Agricultural Economists.
    19. Ashok K. Mishra & Anjani Kumar & Pramod K. Joshi & Alwin D'Souza, 2018. "Impact of contract farming on yield, costs and profitability in low‐value crop: evidence from a low‐income country," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(4), pages 589-607, October.
    20. Rabia Mazhar & Hossein Azadi & Steven Van Passel & Rando Värnik & Marcin Pietrzykowski & Rytis Skominas & Zou Wei & Bi Xuehao, 2023. "Does Contract Length Matter? The Impact of Various Contract-Farming Regimes on Land-Improvement Investment and the Efficiency of Contract Farmers in Pakistan," Agriculture, MDPI, vol. 13(9), pages 1-16, August.

    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:gam:jlands:v:11:y:2022:i:11:p:1953-:d:960539. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.