IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i8p1121-d868690.html
   My bibliography  Save this article

Divergence between Willingness and Behavior of Farmers to Purchase Socialized Agricultural Services: From a Heterogeneity Perspective of Land Scale

Author

Listed:
  • Meng Qu

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Kai Zhao

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Renhui Zhang

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Yuan Gao

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Jing Wang

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

Abstract

The low-level dilemma of farmers’ Socialized Agricultural Services (SAS) purchases is a realistic problem facing the construction of socialized service systems in China’s major grain-producing areas. Existing research lacks the necessary attention on the decision-making mechanism of farmers’ purchases of SAS, resulting in a large gap between theoretical research and real-world problems. Based on the data of 638 households in China’s main grain-producing areas, this paper empirically analyzes the influence mechanism of heterogeneous land scale on deviation between farmers’ willingness and behavior to purchase SAS, and discusses the heterogeneity of the influence mechanism under different production links. The findings indicate that the degree of divergence between farmers’ willingness to purchase SAS and their behavior is large. (1) There is a significant threshold effect of land scale on the degree of divergence between farmers’ willingness and behavior to purchase SAS, and the threshold value is ten mu. The increase in land scale will significantly enlarge the divergence between small-scale farmers’ purchase willingness and behavior. However, it will significantly reduce the divergence between large-scale farmers’ purchase willingness and behavior. (2) From the demand side, household income and health will significantly reduce the divergence among farmers of different business sizes. Family burden and land fragmentation are essential factors affecting the degree of divergence of small-scale farmers, while education and the value of their own machinery significantly affect the degree of divergence of large-scale farmers. From the supply side, whether there are local suppliers and their matching degree with farmers significantly reduces the divergence among farmers of different business scales. However, small-scale farmers are more sensitive to the price and quality of agricultural services, while large-scale farmers have higher requirements for the degree of regulation of supplying agents. (3) There is heterogeneity in the influence mechanisms of divergence between farmers’ willingness to purchase SAS and their behavior under different product segments. In addition, our findings highlight how to realize the transformation from declarative preference to explicit preference in promoting farmers’ purchases of SAS.

Suggested Citation

  • Meng Qu & Kai Zhao & Renhui Zhang & Yuan Gao & Jing Wang, 2022. "Divergence between Willingness and Behavior of Farmers to Purchase Socialized Agricultural Services: From a Heterogeneity Perspective of Land Scale," Land, MDPI, vol. 11(8), pages 1-21, July.
  • Handle: RePEc:gam:jlands:v:11:y:2022:i:8:p:1121-:d:868690
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/8/1121/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/11/8/1121/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Calabrese, Armando, 2012. "Service productivity and service quality: A necessary trade-off?," International Journal of Production Economics, Elsevier, vol. 135(2), pages 800-812.
    2. Lin Xie & Biliang Luo & Wenjing Zhong, 2021. "How Are Smallholder Farmers Involved in Digital Agriculture in Developing Countries: A Case Study from China," Land, MDPI, vol. 10(3), pages 1-16, March.
    3. Sheng, Yu & Chancellor, Will, 2019. "Exploring the relationship between farm size and productivity: Evidence from the Australian grains industry," Food Policy, Elsevier, vol. 84(C), pages 196-204.
    4. Jie Zhang & Meiqiu Chen & Chang Huang & Zhaohao Lai, 2022. "Labor Endowment, Cultivated Land Fragmentation, and Ecological Farming Adoption Strategies among Farmers in Jiangxi Province, China," Land, MDPI, vol. 11(5), pages 1-17, May.
    5. Jikun Huang & Jiping Ding, 2016. "Institutional innovation and policy support to facilitate small-scale farming transformation in China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 227-237, November.
    6. Dingde Xu & Zhixing Ma & Xin Deng & Yi Liu & Kai Huang & Wenfeng Zhou & Zhuolin Yong, 2020. "Relationships between Land Management Scale and Livelihood Strategy Selection of Rural Households in China from the Perspective of Family Life Cycle," Land, MDPI, vol. 9(1), pages 1-15, January.
    7. Zhang, Xiaobin & de Vries, Walter Timo & Li, Guan & Ye, Yanmei & Zheng, Hongyu & Wang, Mengran, 2019. "A behavioral analysis of farmers during land reallocation processes of land consolidation in China: Insights from Guangxi and Shandong provinces," Land Use Policy, Elsevier, vol. 89(C).
    8. Houssou, Nazaire & Diao, Xinshen & Cossar, Frances & Kolavalli, Shashidhara & Jimah, Kipo & Aboagye, Patrick Ohene, 2013. "Agricultural mechanization in Ghana: Is specialization in agricultural mechanization a viable business model?," GSSP working papers 30, International Food Policy Research Institute (IFPRI).
    9. Jin, Shaoze & Min, Shi & Huang, Jikun & Waibel, Hermann, 2021. "Falling price induced diversification strategies and rural inequality: Evidence of smallholder rubber farmers," World Development, Elsevier, vol. 146(C).
    10. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    11. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    12. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    13. Jiguang Zhu & Yaru Sun & Yunxing Song, 2022. "Household Livelihood Strategy Changes and Agricultural Diversification: A Correlation and Mechanism Analysis Based on Data from the China Family Panel," Land, MDPI, vol. 11(5), pages 1-18, May.
    14. Yushi Chen & Xinhong Fu & Yuying Liu, 2022. "Effect of Farmland Scale on Farmers’ Application Behavior with Organic Fertilizer," IJERPH, MDPI, vol. 19(9), pages 1-16, April.
    15. Huang, Jikun & Wang, Xiaobing & Rozelle, Scott, 2013. "The subsidization of farming households in China’s agriculture," Food Policy, Elsevier, vol. 41(C), pages 124-132.
    16. Gibson, John & Olivia, Susan, 2010. "The Effect of Infrastructure Access and Quality on Non-Farm Enterprises in Rural Indonesia," World Development, Elsevier, vol. 38(5), pages 717-726, May.
    17. Nazaire Houssou & Xinshen Diao & Frances Cossar & Shashidhara Kolavalli & Kipo Jimah & Patrick Ohene Aboagye, 2013. "Agricultural Mechanization in Ghana: Is Specialized Agricultural Mechanization Service Provision a Viable Business Model?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1237-1244.
    18. Jin Yang & Zuhui Huang & Xiaobo Zhang & Thomas Reardon, 2013. "The Rapid Rise of Cross-Regional Agricultural Mechanization Services in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1245-1251.
    19. Dingqiang Sun & Michael Rickaille & Zhigang Xu, 2018. "Determinants and impacts of outsourcing pest and disease management," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(3), pages 443-461, August.
    20. Yali Zhang & Yihan Wang & Yunli Bai, 2019. "Knowing and Doing: The Perception of Subsidy Policy and Farmland Transfer," Sustainability, MDPI, vol. 11(8), pages 1-15, April.
    21. Tongwei Qiu & S. T. Boris Choy & Yifei Li & Biliang Luo & Jing Li, 2021. "Farmers' Exit from Land Operation in Rural China: Does the Price of Agricultural Mechanization Services Matter?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(2), pages 99-122, March.
    22. Tongwei Qiu & Biliang Luo, 2021. "Do small farms prefer agricultural mechanization services? Evidence from wheat production in China," Applied Economics, Taylor & Francis Journals, vol. 53(26), pages 2962-2973, June.
    23. Qiu, Tongwei & Shi, Xinjie & He, Qinying & Luo, Biliang, 2021. "The paradox of developing agricultural mechanization services in China: Supporting or kicking out smallholder farmers?," China Economic Review, Elsevier, vol. 69(C).
    24. Guohua Ding & Mingjun Ding & Kun Xie & Jingru Li, 2022. "Driving Mechanisms of Cropland Abandonment from the Perspectives of Household and Topography in the Poyang Lake Region, China," Land, MDPI, vol. 11(6), pages 1-22, June.
    25. Hualin Xie & Yanwei Zhang & Yongrok Choi, 2018. "Measuring the Cultivated Land Use Efficiency of the Main Grain-Producing Areas in China under the Constraints of Carbon Emissions and Agricultural Nonpoint Source Pollution," Sustainability, MDPI, vol. 10(6), pages 1-32, June.
    26. Ruifeng Liu & Zhifeng Gao & Yefan Nian & Hengyun Ma, 2020. "Does Social Relation or Economic Interest Affect the Choice Behavior of Land Lease Agreement in China? Evidence from the Largest Wheat−Producing Henan Province," Sustainability, MDPI, vol. 12(10), pages 1-19, May.
    27. Baiyegunhi, L.J.S. & Majokweni, Z.P. & Ferrer, S.R.D., 2019. "Impact of outsourced agricultural extension program on smallholder farmers’ net farm income in Msinga, KwaZulu-Natal, South Africa," Technology in Society, Elsevier, vol. 57(C), pages 1-7.
    28. Qiangqiang Zhang & Beibei Yan & Xuexi Huo, 2018. "What Are the Effects of Participation in Production Outsourcing? Evidence from Chinese Apple Farmers," Sustainability, MDPI, vol. 10(12), pages 1-15, November.
    29. Baozhong Cai & Fang Shi & Yuangji Huang & Meseret Abatechanie, 2021. "The Impact of Agricultural Socialized Services to Promote the Farmland Scale Management Behavior of Smallholder Farmers: Empirical Evidence from the Rice-Growing Region of Southern China," Sustainability, MDPI, vol. 14(1), pages 1-17, December.
    30. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    31. Lu, Hua & Xie, Hualin & He, Yafen & Wu, Zhilong & Zhang, Xinmin, 2018. "Assessing the impacts of land fragmentation and plot size on yields and costs: A translog production model and cost function approach," Agricultural Systems, Elsevier, vol. 161(C), pages 81-88.
    32. Nuhu, Ahmed Salim & Liverpool-Tasie, Lenis Saweda O. & Awokuse, Titus & Kabwe, Stephen, 2021. "Do benefits of expanded midstream activities in crop value chains accrue to smallholder farmers? Evidence from Zambia," World Development, Elsevier, vol. 143(C).
    33. Verkaart, Simone & Munyua, Bernard G. & Mausch, Kai & Michler, Jeffrey D., 2017. "Welfare impacts of improved chickpea adoption: A pathway for rural development in Ethiopia?," Food Policy, Elsevier, vol. 66(C), pages 50-61.
    34. Tao Chen & Muhammad Rizwan & Azhar Abbas, 2022. "Exploring the Role of Agricultural Services in Production Efficiency in Chinese Agriculture: A Case of the Socialized Agricultural Service System," Land, MDPI, vol. 11(3), pages 1-18, February.
    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. Chunfang Yang & Changming Cheng & Nanyang Cheng & Yifeng Zhang, 2023. "Research on the Impact of Internet Use on Farmers’ Adoption of Agricultural Socialized Services," Sustainability, MDPI, vol. 15(10), pages 1-17, May.
    2. Dan Qiao & Shuting Xu & Tao Xu & Qinchuan Hao & Zhen Zhong, 2022. "Gap between Willingness and Behaviors: Understanding the Consistency of Farmers’ Green Production in Hainan, China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    3. Hongbo Li & Lewei Chen & Zongyi Zhang, 2022. "A Study on the Utilization Rate and Influencing Factors of Small Agricultural Machinery: Evidence from 10 Hilly and Mountainous Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-25, December.
    4. Changming Cheng & Qiang Gao & Yuqing Qiu, 2022. "Assessing the Ability of Agricultural Socialized Services to Promote the Protection of Cultivated Land among Farmers," Land, MDPI, vol. 11(8), pages 1-16, August.
    5. Chaofan Li & Guanqing Guo, 2022. "The Influence of Large-Scale Agricultural Land Management on the Modernization of Agricultural Product Circulation: Based on Field Investigation and Empirical Study," Sustainability, MDPI, vol. 14(21), pages 1-28, October.
    6. Shoumin Yue & Ying Xue & Jie Lyu & Kangkang Wang, 2023. "The Effect of Information Acquisition Ability on Farmers’ Agricultural Productive Service Behavior: An Empirical Analysis of Corn Farmers in Northeast China," Agriculture, MDPI, vol. 13(3), pages 1-26, February.
    7. Yuxuan Xu & Jie Lyu & Ying Xue & Hongbin Liu, 2022. "Intentions of Farmers to Renew Productive Agricultural Service Contracts Using the Theory of Planned Behavior: An Empirical Study in Northeastern China," Agriculture, MDPI, vol. 12(9), pages 1-21, September.
    8. Yuxuan Xu & Jie Lyu & Ying Xue & Hongbin Liu, 2022. "Does the Agricultural Productive Service Embedded Affect Farmers’ Family Economic Welfare Enhancement? An Empirical Analysis in Black Soil Region in China," Agriculture, MDPI, vol. 12(11), pages 1-22, November.

    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. Xuelan Li & Rui Guan, 2023. "How Does Agricultural Mechanization Service Affect Agricultural Green Transformation in China?," IJERPH, MDPI, vol. 20(2), pages 1-23, January.
    2. Yingyu Zhu & Junmiao Deng & Menghan Wang & Yuanchang Tan & Wei Yao & Yan Zhang, 2022. "Can Agricultural Productive Services Promote Agricultural Environmental Efficiency in China?," IJERPH, MDPI, vol. 19(15), pages 1-18, July.
    3. Liu, Yan & Heerink, Nico & Li, Fan & Shi, Xiaoping, 2022. "Do agricultural machinery services promote village farmland rental markets? Theory and evidence from a case study in the North China plain," Land Use Policy, Elsevier, vol. 122(C).
    4. Juan Ai & Lun Hu & Shuhua Xia & Hongling Xiang & Zhaojiu Chen, 2023. "Analysis of Factors Influencing the Adoption Behavior of Agricultural Productive Services Based on Logistic—ISM Model: A Case Study of Rice Farmers in Jiangxi Province, China," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    5. Siyu Yang & Wei Li, 2022. "The Impact of Socialized Agricultural Machinery Services on Land Productivity: Evidence from China," Agriculture, MDPI, vol. 12(12), pages 1-18, December.
    6. Ruining Li & Yanli Yu, 2022. "Impacts of Green Production Behaviors on the Income Effect of Rice Farmers from the Perspective of Outsourcing Services: Evidence from the Rice Region in Northwest China," Agriculture, MDPI, vol. 12(10), pages 1-27, October.
    7. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    8. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    9. Wangda Liao & Fusheng Zeng & Meseret Chanieabate, 2022. "Mechanization of Small-Scale Agriculture in China: Lessons for Enhancing Smallholder Access to Agricultural Machinery," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    10. Ping Xue & Xinru Han & Yongchun Wang & Xiudong Wang, 2022. "Can Agricultural Machinery Harvesting Services Reduce Cropland Abandonment? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-15, June.
    11. Suhao Wei & Yangxiao Lu, 2022. "Why China’s AMS Market Is Difficult to Develop Sustainably: Evidence from the North China Plain," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
    12. Yu Xu & Liangjie Xin & Xiubin Li & Minghong Tan & Yahui Wang, 2019. "Exploring a Moderate Operation Scale in China’s Grain Production: A Perspective on the Costs of Machinery Services," Sustainability, MDPI, vol. 11(8), pages 1-17, April.
    13. Meili Huan & Fengxia Dong & Liang Chi, 2022. "Mechanization services, factor allocation, and farm efficiency: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1618-1639, August.
    14. Siyu Yang & Feng Zhang, 2023. "The Impact of Agricultural Machinery Socialization Services on the Scale of Land Operation: Evidence from Rural China," Agriculture, MDPI, vol. 13(8), pages 1-22, August.
    15. Changming Cheng & Qiang Gao & Yuqing Qiu, 2022. "Assessing the Ability of Agricultural Socialized Services to Promote the Protection of Cultivated Land among Farmers," Land, MDPI, vol. 11(8), pages 1-16, August.
    16. Gulati, Kajal & Lybbert, Travis J. & Spielman, David J., 2017. "Diffusing to level fields: Evolution of laser land leveling technology markets in India," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258387, Agricultural and Applied Economics Association.
    17. Xue Qu & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2022. "Do Farming Scale and Mechanization Affect Moral Hazard in Rice Harvest Outsourcing Service in China?," Agriculture, MDPI, vol. 12(8), pages 1-12, August.
    18. Meili Huan & Shaoguo Zhan, 2022. "Agricultural Production Services, Farm Size and Chemical Fertilizer Use in China’s Maize Production," Land, MDPI, vol. 11(11), pages 1-17, October.
    19. Ning Geng & Mengyao Wang & Zengjin Liu, 2022. "Farmland Transfer, Scale Management and Economies of Scale Assessment: Evidence from the Main Grain-Producing Shandong Province in China," Sustainability, MDPI, vol. 14(22), pages 1-16, November.
    20. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, 2022. "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4), September.

    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:8:p:1121-:d:868690. 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.