IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i10p1901-d1256952.html
   My bibliography  Save this article

Optimization of Agricultural Resource Allocation among Crops: A Portfolio Model Analysis

Author

Listed:
  • Bao-Li Miao

    (School of Management, Lanzhou University, Lanzhou 730000, China)

  • Ying Liu

    (School of Management, Lanzhou University, Lanzhou 730000, China)

  • Yu-Bing Fan

    (College of Pastoral Agricultural Science and Technology, Lanzhou University, Lanzhou 730020, China)

  • Xue-Jiao Niu

    (School of Management, Lanzhou University, Lanzhou 730000, China)

  • Xiu-Yun Jiang

    (School of Management, Lanzhou University, Lanzhou 730000, China)

  • Zeng Tang

    (College of Pastoral Agricultural Science and Technology, Lanzhou University, Lanzhou 730020, China)

Abstract

The portfolio model provides a new framework that enables farmers to make tradeoffs between the returns and risks of agricultural production. However, it has only been used in cost allocation among resources and in farmland allocation among crops at present. Thus, we conducted a portfolio model analysis based on an independent, mixed cross-section of data accounting for 1650 rural households in Minqin county, China, over a timescale of three years; the goal was to explore the feasibility and actuating extent of the portfolio model in optimizing the allocation of agricultural resources among crops other than farmland. The results showed that, by optimizing resource allocation among crops using a portfolio model, the return per unit resource of farmland, water, and labor increased by CNY 4.03 thousand per hectare, CNY 0.38 per cubic meter, and CNY 39.75 per day, without increasing risk, and with corresponding increases in use efficiency of 14.64%, 9.25%, and 13.55%, respectively, in the study area. Therefore, the portfolio model is a good tool for agricultural resource allocation optimization. Policy makers can manage agricultural resources according to their risk preference using this model. This study provides new insights into agricultural resource allocation and critical empirical evidence for return and risk management, as well as resource use efficiency improvement in agricultural production.

Suggested Citation

  • Bao-Li Miao & Ying Liu & Yu-Bing Fan & Xue-Jiao Niu & Xiu-Yun Jiang & Zeng Tang, 2023. "Optimization of Agricultural Resource Allocation among Crops: A Portfolio Model Analysis," Land, MDPI, vol. 12(10), pages 1-18, October.
  • Handle: RePEc:gam:jlands:v:12:y:2023:i:10:p:1901-:d:1256952
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/10/1901/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/12/10/1901/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sergio H. Lence & Chad Hart, 1997. "Index Models and Land Allocation Reconsidered," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 45(3), pages 267-284, November.
    2. Man Li & Wenchao Xu & Tingju Zhu, 2019. "Agricultural Water Allocation under Uncertainty: Redistribution of Water Shortage Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 134-153.
    3. Robert A. Collins & Peter J. Barry, 1986. "Risk Analysis with Single-Index Portfolio Models: An Application to Farm Planning," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 152-161.
    4. Hang Xu & Rui Yang & Jianfeng Song, 2021. "Agricultural Water Use Efficiency and Rebound Effect: A Study for China," IJERPH, MDPI, vol. 18(13), pages 1-16, July.
    5. Karan Misquitta & Trevor Birkenholtz, 2021. "Drip irrigation as a socio-technical configuration: policy design and technological choice in Western India," Water International, Taylor & Francis Journals, vol. 46(1), pages 112-129, January.
    6. Yi, Fujin & Sun, Dingqiang & Zhou, Yingheng, 2015. "Grain subsidy, liquidity constraints and food security—Impact of the grain subsidy program on the grain-sown areas in China," Food Policy, Elsevier, vol. 50(C), pages 114-124.
    7. Xuyuan Zheng & Weiping Liu & Zhigang Xu & Ruiyao Ying & Chunhui Ye, 2018. "Restructuring grain production in China: regional heterogeneity and its causality," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(4), pages 647-665, August.
    8. Shaoyao Zhang & Xueqian Song & Jiangjun Wan & Ying Liu & Wei Deng, 2019. "The Features of Rural Labor Transfer and Cultural Differences: Evidence from China’s Southwest Mountainous Areas," Sustainability, MDPI, vol. 11(6), pages 1-15, March.
    9. Hualin Xie & Yanwei Zhang & Zhilong Wu & Tiangui Lv, 2020. "A Bibliometric Analysis on Land Degradation: Current Status, Development, and Future Directions," Land, MDPI, vol. 9(1), pages 1-37, January.
    10. Samuel Benin & Mohamed Ahmed & John Pender & Simeon Ehui, 2005. "Development of Land Rental Markets and Agricultural Productivity Growth: The Case of Northern Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 14(1), pages 21-54, March.
    11. Subal Kumbhakar & Efthymios Tsionas, 2010. "Estimation of production risk and risk preference function: a nonparametric approach," Annals of Operations Research, Springer, vol. 176(1), pages 369-378, April.
    12. Robinson, John, 2004. "Squaring the circle? Some thoughts on the idea of sustainable development," Ecological Economics, Elsevier, vol. 48(4), pages 369-384, April.
    13. Yang, Hui & Du, Taisheng & Qiu, Rangjian & Chen, Jinliang & Wang, Feng & Li, Yang & Wang, Chenxia & Gao, Lihong & Kang, Shaozhong, 2017. "Improved water use efficiency and fruit quality of greenhouse crops under regulated deficit irrigation in northwest China," Agricultural Water Management, Elsevier, vol. 179(C), pages 193-204.
    14. Xuyuan Zheng & Weiping Liu & Zhigang Xu & Ruiyao Ying & Chunhui Ye, 2018. "Restructuring grain production in China: regional heterogeneity and its causality," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(4), pages 647-665, August.
    15. Alexandra E. Hill & Izaac Ornelas & J. Edward Taylor, 2021. "Agricultural Labor Supply," Annual Review of Resource Economics, Annual Reviews, vol. 13(1), pages 39-64, October.
    16. Christian Troost & Thomas Berger, 2015. "Dealing with Uncertainty in Agent-Based Simulation: Farm-Level Modeling of Adaptation to Climate Change in Southwest Germany," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(3), pages 833-854.
    17. Zhang, Dongmei & Guo, Ping, 2016. "Integrated agriculture water management optimization model for water saving potential analysis," Agricultural Water Management, Elsevier, vol. 170(C), pages 5-19.
    18. Songqing Jin & T. S. Jayne, 2013. "Land Rental Markets in Kenya: Implications for Efficiency, Equity, Household Income, and Poverty," Land Economics, University of Wisconsin Press, vol. 89(2), pages 246-271.
    19. Jiarong QIAN & Shoichi ITO & Yueying MU & Zhijun ZHAO & Xuejun WANG, 2018. "The role of subsidy policies in achieving grain self-sufficiency in China: a partial equilibrium approach," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(1), pages 23-35.
    20. Luz Maria Castro & Baltazar Calvas & Thomas Knoke, 2015. "Ecuadorian Banana Farms Should Consider Organic Banana with Low Price Risks in Their Land-Use Portfolios," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-23, March.
    21. Zheng Li & Roderick M. Rejesus & Xiaoyong Zheng, 2021. "Nonparametric Estimation and Inference of Production Risk," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1857-1877, October.
    22. Nazari, Bijan & Liaghat, Abdolmajid & Akbari, Mohammad Reza & Keshavarz, Marzieh, 2018. "Irrigation water management in Iran: Implications for water use efficiency improvement," Agricultural Water Management, Elsevier, vol. 208(C), pages 7-18.
    Full references (including those not matched with items on IDEAS)

    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. Li, Linfei & Khan, Sufyan Ullah & Guo, Chenhao & Huang, Yanfen & Xia, Xianli, 2022. "Non-agricultural labor transfer, factor allocation and farmland yield: Evidence from the part-time peasants in Loess Plateau region of Northwest China," Land Use Policy, Elsevier, vol. 120(C).
    2. Gebru, Menasbo & Holden, Stein T. & Tilahun, Mesfin, 2017. "Can the land rental market facilitate smallholder commercialization? Evidence from northern Ethiopia," CLTS Working Papers 10/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    3. Zeng, Di & Alwang, Jeffrey & Norton, George & Jaleta, Moti & Shiferaw, Bekele & Yirga, Chilot, 2018. "Land ownership and technology adoption revisited: Improved maize varieties in Ethiopia," Land Use Policy, Elsevier, vol. 72(C), pages 270-279.
    4. Stavros Kalogiannidis & Christina-Ioanna Papadopoulou & Efstratios Loizou & Fotios Chatzitheodoridis, 2023. "Risk, Vulnerability, and Resilience in Agriculture and Their Impact on Sustainable Rural Economy Development: A Case Study of Greece," Agriculture, MDPI, vol. 13(6), pages 1-20, June.
    5. Alia, Didier & Kusunose, Yoko & Theriault, Veronique, 2016. "Land rental, farm investment, productivity, and efficiency in Burkina Faso," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236169, Agricultural and Applied Economics Association.
    6. Wenyan Xu & Qiran Zhao & Shenggen Fan & Chen Zhu, 2023. "Effects of direct grain subsidies on food consumption of rural residents in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1382-1398, December.
    7. Zhang, Lan & Feng, Shuyi & Heerink, Nico & Qu, Futian & Kuyvenhoven, Arie, 2018. "How do land rental markets affect household income? Evidence from rural Jiangsu, P.R. China," Land Use Policy, Elsevier, vol. 74(C), pages 151-165.
    8. Yahui Wang & Liangjie Xin & Xiubin Li & Jianzhong Yan, 2016. "Impact of Land Use Rights Transfer on Household Labor Productivity: A Study Applying Propensity Score Matching in Chongqing, China," Sustainability, MDPI, vol. 9(1), pages 1-18, December.
    9. Wenjing Han & Zhengfeng Zhang & Xiaoling Zhang & Li He, 2021. "Farmland Rental Participation, Agricultural Productivity, and Household Income: Evidence from Rural China," Land, MDPI, vol. 10(9), pages 1-22, August.
    10. Pi, Lulu & Li, Zheng & Zheng, Xiaoyong & Rejesus, Roderick M., 2023. "Modeling the Relationship between Planting Density and Yield and Yield Risk Using a Flexible Estimation Framework," 2023 Annual Meeting, July 23-25, Washington D.C. 335514, Agricultural and Applied Economics Association.
    11. Jing Xu & Jing Huang & Zhengfeng Zhang & Xiaokun Gu, 2021. "The Impact of Family Capital on Farmers’ Participation in Farmland Transfer: Evidence from Rural China," Land, MDPI, vol. 10(12), pages 1-20, December.
    12. Arnberg, Soren & Hansen, Lars Garn, 2007. "The Dynamics of Farm Land Allocation - Short and Long Run Reactions in Long Micro Panel," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9978, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Chris D. Arnot & Martin K. Luckert & Peter C. Boxall, 2011. "What Is Tenure Security? Conceptual Implications for Empirical Analysis," Land Economics, University of Wisconsin Press, vol. 87(2), pages 297-311.
    14. Endl, Andreas & Tost, Michael & Hitch, Michael & Moser, Peter & Feiel, Susanne, 2021. "Europe's mining innovation trends and their contribution to the sustainable development goals: Blind spots and strong points," Resources Policy, Elsevier, vol. 74(C).
    15. Shuangqing Sheng & Wei Song & Hua Lian & Lei Ning, 2022. "Review of Urban Land Management Based on Bibliometrics," Land, MDPI, vol. 11(11), pages 1-25, November.
    16. Deng, Xin & Xu, Dingde & Zeng, Miao & Qi, Yanbin, 2019. "Does early-life famine experience impact rural land transfer? Evidence from China," Land Use Policy, Elsevier, vol. 81(C), pages 58-67.
    17. Zhang, Zhe & Liu, Shengyao & Jia, Songnan & Du, Fenghuan & Qi, Hao & Li, Jiaxi & Song, Xinyue & Zhao, Nan & Nie, Lanchun & Fan, Fengcui, 2021. "Precise soil water control using a negative pressure irrigation system to improve the water productivity of greenhouse watermelon," Agricultural Water Management, Elsevier, vol. 258(C).
    18. David A. Hennessy, 2006. "On Monoculture and the Structure of Crop Rotations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 900-914.
    19. Yahui Wang, 2019. "What Affects Participation in the Farmland Rental Market in Rural China? Evidence from CHARLS," Sustainability, MDPI, vol. 11(24), pages 1-15, December.
    20. Millar, Neal & McLaughlin, Eoin & Börger, Tobias, 2019. "The Circular Economy: Swings and Roundabouts?," Ecological Economics, Elsevier, vol. 158(C), pages 11-19.

    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:12:y:2023:i:10:p:1901-:d:1256952. 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.