IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i8p4518-d790914.html
   My bibliography  Save this article

Influencing Factors and Path Analysis of Sustainable Agricultural Mechanization: Econometric Evidence from Hubei, China

Author

Listed:
  • Zhi Li

    (College of Engineering, Huazhong Agricultural University, Wuhan 430070, China
    College of Science, Huazhong Agricultural University, Wuhan 430070, China)

  • Ming Zhu

    (College of Engineering, Huazhong Agricultural University, Wuhan 430070, China)

  • Huang Huang

    (College of Engineering, Huazhong Agricultural University, Wuhan 430070, China)

  • Yu Yi

    (Law School, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Jingyi Fu

    (Zhengzhou Central Sub Branch, People’s Bank of China, Zhengzhou 450018, China)

Abstract

The importance of supporting agricultural mechanization in agri-food supply chains to achieve agricultural and rural development has been comprehensively recognized. There has been a surge in the attention given to Sustainable Agricultural Mechanization (SAM) in the context of developing countries. However, it is important to address the major challenge of studying the important factors and the influencing path of SAM. As a representative province of China’s agricultural development, Hubei has developed significantly in terms of agricultural mechanization in the past 20 years. Therefore, using a literature review, representative field survey data, and statistical analytical approaches, 28 relevant factors related to SAM were extracted, and the main influencing factors of SAM were determined by building an integrative conceptual framework and using the corresponding structural equation model based on partial least squares (PLS-SEM). The relationships and influencing paths between the factors were analyzed, and a confirmatory measurement model and a structural model of the effects on sustainable agricultural mechanization were constructed. The results show that (1) the PLS-SEM model fits the experimental data well and can effectively reflect the relationships among factors in this complex system; (2) within the factors influencing the development level of SAM in Hubei, China, the economic factors have the greatest weight, whereas government policy factors are the core elements promoting development, and environmental factors are the most noteworthy outcome factors; and (3) economic and policy factors play a very obvious role in promoting SAM through the influencing paths of agricultural production and agricultural machinery production and sales. Ultimately, corresponding suggestions have been put forward for decisions regarding the implementation of SAM for similar countries and regions.

Suggested Citation

  • Zhi Li & Ming Zhu & Huang Huang & Yu Yi & Jingyi Fu, 2022. "Influencing Factors and Path Analysis of Sustainable Agricultural Mechanization: Econometric Evidence from Hubei, China," Sustainability, MDPI, vol. 14(8), pages 1-19, April.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:8:p:4518-:d:790914
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/8/4518/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/8/4518/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Maharjan, Sofina & Erenstein, Olaf, 2019. "Understanding factors associated with agricultural mechanization: A Bangladesh case," World Development Perspectives, Elsevier, vol. 13(C), pages 1-9.
    2. Brian Sims & Josef Kienzle, 2017. "Sustainable Agricultural Mechanization for Smallholders: What Is It and How Can We Implement It?," Agriculture, MDPI, vol. 7(6), pages 1-21, June.
    3. Jialing Yu & Jian Wu, 2018. "The Sustainability of Agricultural Development in China: The Agriculture–Environment Nexus," Sustainability, MDPI, vol. 10(6), pages 1-17, May.
    4. Cossar, Frances, 2016. "Boserupian pressure and agricultural mechanization in modern Ghana:," IFPRI discussion papers 1528, International Food Policy Research Institute (IFPRI).
    5. Rachana Devkota & Laxmi Prasad Pant & Hom Nath Gartaula & Kirit Patel & Devendra Gauchan & Helen Hambly-Odame & Balaram Thapa & Manish N. Raizada, 2020. "Responsible Agricultural Mechanization Innovation for the Sustainable Development of Nepal’s Hillside Farming System," Sustainability, MDPI, vol. 12(1), pages 1-24, January.
    6. Kirui, Oliver Kiptoo, 2019. "The agricultural mechanization in Africa: micro-level analysis of state, drivers and effects," 2019 Sixth International Conference, September 23-26, 2019, Abuja, Nigeria 295819, African Association of Agricultural Economists (AAAE).
    7. Yuanying Chi & Wenbing Zhou & Zhenyu Wang & Yu Hu & Xiao Han, 2021. "The Influence Paths of Agricultural Mechanization on Green Agricultural Development," Sustainability, MDPI, vol. 13(23), pages 1-16, November.
    8. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Thapa, Ganesh & Simtowe, Franklin, 2021. "Mechanisation of small-scale farms in South Asia: Empirical evidence derived from farm households survey," Technology in Society, Elsevier, vol. 65(C).
    9. Idelphonse O. Saliou & Afio Zannou & Augustin K. N. Aoudji & Albert N. Honlonkou, 2020. "Drivers of Mechanization in Cotton Production in Benin, West Africa," Agriculture, MDPI, vol. 10(11), pages 1-13, November.
    10. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    11. Van Loon, Jelle & Woltering, Lennart & Krupnik, Timothy J. & Baudron, Frédéric & Boa, Maria & Govaerts, Bram, 2020. "Scaling agricultural mechanization services in smallholder farming systems: Case studies from sub-Saharan Africa, South Asia, and Latin America," Agricultural Systems, Elsevier, vol. 180(C).
    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. Aaron Kinyu Hoshide, 2023. "Sustainable Development Agricultural Economics and Policy: Intensification versus Diversification," Sustainability, MDPI, vol. 15(12), pages 1-4, June.
    2. Dongdong Ge & Xiaolan Kang & Xian Liang & Fangting Xie, 2023. "The Impact of Rural Households’ Part-Time Farming on Grain Output: Promotion or Inhibition?," Agriculture, MDPI, vol. 13(3), pages 1-19, March.

    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. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Thapa, Ganesh & Simtowe, Franklin, 2021. "Mechanisation of small-scale farms in South Asia: Empirical evidence derived from farm households survey," Technology in Society, Elsevier, vol. 65(C).
    2. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
    3. Bekele Hundie Kotu & Julius Manda & Christopher Mutungi & Gundula Fischer & Audifas Gaspar, 2023. "Farmers' willingness to invest in mechanized maize shelling and potential financial benefits: Evidence from Tanzania," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 854-874, July.
    4. Huang Huang & Xinwei Cuan & Zhuo Chen & Lina Zhang & Hao Chen, 2023. "A Multiregional Agricultural Machinery Scheduling Method Based on Hybrid Particle Swarm Optimization Algorithm," Agriculture, MDPI, vol. 13(5), pages 1-18, May.
    5. Hassan A. A. Sayed & Qishuo Ding & Mahmoud A. Abdelhamid & Joseph O. Alele & Alfadhl Y. Alkhaled & Mohamed Refai, 2022. "Application of Machine Learning to Study the Agricultural Mechanization of Wheat Farms in Egypt," Agriculture, MDPI, vol. 13(1), pages 1-18, December.
    6. Brown, Brendan & Paudel, Gokul P. & Krupnik, Timothy J., 2021. "Visualising adoption processes through a stepwise framework: A case study of mechanisation on the Nepal Terai," Agricultural Systems, Elsevier, vol. 192(C).
    7. Coronese, Matteo & Occelli, Martina & Lamperti, Francesco & Roventini, Andrea, 2023. "AgriLOVE: Agriculture, land-use and technical change in an evolutionary, agent-based model," Ecological Economics, Elsevier, vol. 208(C).
    8. Idelphonse O. Saliou & Afio Zannou & Augustin K. N. Aoudji & Albert N. Honlonkou, 2020. "Drivers of Mechanization in Cotton Production in Benin, West Africa," Agriculture, MDPI, vol. 10(11), pages 1-13, November.
    9. Xin Deng & Zhongcheng Yan & Dingde Xu & Yanbin Qi, 2020. "Land Registration, Adjustment Experience, and Agricultural Machinery Adoption: Empirical Analysis from Rural China," Land, MDPI, vol. 9(3), pages 1-14, March.
    10. Chaudhary, Ashok Kumar & Pandit, Ram & Burton, Michael, 2022. "Farmyard manure use and adoption of agricultural mechanization among smallholders in the Mahottari District, Nepal," World Development Perspectives, Elsevier, vol. 25(C).
    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. Bowei Li & Yanjun Qian & Fanbin Kong, 2023. "Does Outsourcing Service Reduce the Excessive Use of Chemical Fertilizers in Rural China? The Moderating Effects of Farm Size and Plot Size," Agriculture, MDPI, vol. 13(10), pages 1-18, September.
    13. 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.
    14. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    15. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    16. Gelton Fernando de Morais & Jenyffer da Silva Gomes Santos & Daniela Han & Luiz Octávio Ramos Filho & Marcelo Gomes Barroca Xavier & Leonardo Schimidt & Hugo Thiago de Souza & Fernanda Ticianelli de C, 2023. "Agricultural Machinery Adequacy for Handling the Mombaça Grass Biomass in Agroforestry Systems," Agriculture, MDPI, vol. 13(7), pages 1-28, July.
    17. 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.
    18. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    19. 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.
    20. Abbas Ali Chandio & Yasir A. Nasereldin & Dao Le Trang Anh & Yashuang Tang & Ghulam Raza Sargani & Huaquan Zhang, 2022. "The Impact of Technological Progress and Climate Change on Food Crop Production: Evidence from Sichuan—China," IJERPH, MDPI, vol. 19(16), pages 1-18, 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:jsusta:v:14:y:2022:i:8:p:4518-:d:790914. 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.