IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i16p12215-d1214223.html
   My bibliography  Save this article

The Effect of Industrial Agglomeration on Agricultural Green Production Efficiency: Evidence from China

Author

Listed:
  • Zhen Wang

    (School of Economics & Management, Jiangxi Agricultural University, Nanchang 330045, China)

  • Xiaoyu Zhang

    (School of Economics & Management, Jiangxi Agricultural University, Nanchang 330045, China)

  • Hui Lu

    (School of Economics & Management, Jiangxi Agricultural University, Nanchang 330045, China)

  • Xiaolan Kang

    (School of Economics & Management, Jiangxi Agricultural University, Nanchang 330045, China
    Institute of New Rural Development, Jiangxi Agricultural University, Nanchang 330045, China)

  • Bin Liu

    (School of Economics & Management, Jiangxi Agricultural University, Nanchang 330045, China
    Research Center for “Agriculture, Rural Areas, and Farmers”, Jiangxi Agricultural University, Nanchang 330045, China)

Abstract

Understanding how industrial agglomeration affects agricultural green production efficiency is essential for green agricultural development. This study uses the super-efficient Epsilon-Based Measure (EBM) model and Global Malmquist–Luenberger (GML) index to measure and analyze the spatial and temporal evolution characteristics and core sources of dynamics of agricultural green production efficiency in China by using panel data from 30 Chinese provinces from 2006 to 2020. It also empirically investigates the relationships between industrial agglomeration, land transfer, and agricultural production efficiency. By using fixed, intermediary, and threshold effect models, the internal links between industrial agglomeration, land transfer, and agricultural green production efficiency are examined. The findings indicate the following. (1) The green production efficiency of Chinese agriculture exhibits the regional characteristics of being “high in the west and low in the east, high in the south and low in the north” in terms of space; in terms of time, the overall trend is that green production technology efficiency is growing, with an average annual growth rate of 11.45%, and the growth primarily depends on the “single-track drive” of green technological progress. (2) Industrial agglomeration significantly affects agricultural green production efficiency, green technology efficiency, and green technology change; the corresponding coefficient values are 0.115, 0.093, and 0.022. (3) According to the mechanism-of-action results, land transfer mediates the effects of industrial agglomeration on agricultural green production efficiency, green technology efficiency, and green technology change. These effects have effect values of 28.48%, 27.91%, and 47.75%, respectively. (4) The threshold effect’s findings demonstrate a double threshold effect of industrial agglomeration on the green production efficiency of agriculture in terms of land transfer, with threshold values of 1.468 and 3.891, respectively. As a result, this study suggests adhering to the idea of synergistic development, promoting agricultural green development, strengthening the development of industrial agglomerations, promoting the quality and efficiency of industry, improving land-transfer mechanisms, and placing a focus on resource efficiency improvements, as well as other policy recommendations.

Suggested Citation

  • Zhen Wang & Xiaoyu Zhang & Hui Lu & Xiaolan Kang & Bin Liu, 2023. "The Effect of Industrial Agglomeration on Agricultural Green Production Efficiency: Evidence from China," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12215-:d:1214223
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/16/12215/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/16/12215/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Qinhang Xu & Peixin Zhu & Liang Tang, 2022. "Agricultural Services: Another Way of Farmland Utilization and Its Effect on Agricultural Green Total Factor Productivity in China," Land, MDPI, vol. 11(8), pages 1-15, July.
    2. Huanxin Yang & Kai Huang & Xin Deng & Dingde Xu, 2021. "Livelihood Capital and Land Transfer of Different Types of Farmers: Evidence from Panel Data in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-21, May.
    3. Zhang, Wenxi & Wang, Bo & Wang, Jian & Wu, Qun & Wei, Yehua Dennis, 2022. "How does industrial agglomeration affect urban land use efficiency? A spatial analysis of Chinese cities," Land Use Policy, Elsevier, vol. 119(C).
    4. Ying Cheng & Yuan Hu & Weizhong Zeng & Zhongbao Liu, 2022. "Farmer Heterogeneity and Land Transfer Decisions Based on the Dual Perspectives of Economic Endowment and Land Endowment," Land, MDPI, vol. 11(3), pages 1-13, February.
    5. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    6. Picard, Pierre M. & Zeng, Dao-Zhi, 2005. "Agricultural sector and industrial agglomeration," Journal of Development Economics, Elsevier, vol. 77(1), pages 75-106, June.
    7. Rui Wang & Jianwen Shi & Dequan Hao & Wenxin Liu, 2023. "Spatial–Temporal Characteristics and Driving Mechanisms of Rural Industrial Integration in China," Agriculture, MDPI, vol. 13(4), pages 1-24, March.
    8. Chu, Angus C. & Peretto, Pietro F. & Wang, Xilin, 2022. "Agricultural revolution and industrialization," Journal of Development Economics, Elsevier, vol. 158(C).
    9. Pei Xu & Zehu Jin & Huan Tang, 2022. "Influence Paths and Spillover Effects of Agricultural Agglomeration on Agricultural Green Development," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    10. Tone, Kaoru & Tsutsui, Miki, 2010. "An epsilon-based measure of efficiency in DEA - A third pole of technical efficiency," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1554-1563, December.
    11. Fei, Rilong & Lin, Ziyi & Chunga, Joseph, 2021. "How land transfer affects agricultural land use efficiency: Evidence from China’s agricultural sector," Land Use Policy, Elsevier, vol. 103(C).
    12. Lindikaya W. Myeki & Nicolette Matthews & Yonas T. Bahta, 2023. "Decomposition of Green Agriculture Productivity for Policy in Africa: An Application of Global Malmquist–Luenberger Index," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    13. Yanling Chen & Weiwei Fu & Jingyun Wang, 2022. "Evaluation and Influencing Factors of China’s Agricultural Productivity from the Perspective of Environmental Constraints," Sustainability, MDPI, vol. 14(5), pages 1-20, February.
    14. Zhou, Yang & Li, Xunhuan & Liu, Yansui, 2020. "Rural land system reforms in China: History, issues, measures and prospects," Land Use Policy, Elsevier, vol. 91(C).
    15. Oh, Dong-hyun & Heshmati, Almas, 2010. "A sequential Malmquist-Luenberger productivity index: Environmentally sensitive productivity growth considering the progressive nature of technology," Energy Economics, Elsevier, vol. 32(6), pages 1345-1355, November.
    16. Cheng, Ying & Hu, Yuan & Zeng, Weizhong & Liu, Zhongbao, 2022. "Farmer heterogeneity and land transfer decisions based on the dual perspectives of economic endowment and land endowment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11(3).
    17. Yi Qu & Xiao Lyu & Wenlong Peng & Zongfei Xin, 2021. "How to Evaluate the Green Utilization Efficiency of Cultivated Land in a Farming Household? A Case Study of Shandong Province, China," Land, MDPI, vol. 10(8), pages 1-18, July.
    18. Xinxin Zhou & Tong Chen & Bangbang Zhang, 2023. "Research on the Impact of Digital Agriculture Development on Agricultural Green Total Factor Productivity," Land, MDPI, vol. 12(1), pages 1-20, January.
    19. Min Zhu & Mengqi Sun & Ehsan Elahi & Yajie Li & Zainab Khalid, 2023. "Analyzing the Relationship between Green Finance and Agricultural Industrial Upgrading: A Panel Data Study of 31 Provinces in China," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    20. Lei Xu & Shixiang Chen & Shuliu Tian, 2022. "The Mechanism of Land Registration Program on Land Transfer in Rural China: Considering the Effects of Livelihood Security and Agricultural Management Incentives," Land, MDPI, vol. 11(8), pages 1-25, August.
    21. Li, Lei & Ma, Shaojun & Zheng, Yilin & Xiao, Xinyue, 2022. "Integrated regional development: Comparison of urban agglomeration policies in China," Land Use Policy, Elsevier, vol. 114(C).
    22. Chen, Zhe & Sarkar, Apurbo & Rahman, Airin & Li, Xiaojing & Xia, Xianli, 2022. "Exploring the drivers of green agricultural development (GAD) in China: A spatial association network structure approaches," Land Use Policy, Elsevier, vol. 112(C).
    23. Dungang Zang & Sen Yang & Fanghua Li, 2022. "The Relationship between Land Transfer and Agricultural Green Production: A Collaborative Test Based on Theory and Data," Agriculture, MDPI, vol. 12(11), pages 1-19, November.
    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. Feng Zhou & Chunhui Wen, 2024. "Research on the Evolution of the Spatial Association Network Structure and Driving Factors of China’s Agricultural Green Development," Agriculture, MDPI, vol. 14(5), pages 1-27, April.
    2. Zhenyu Qi & Yuezhou You, 2024. "The Impact of the Rural Digital Economy on Agricultural Green Development and Its Mechanism: Empirical Evidence from China," Sustainability, MDPI, vol. 16(9), pages 1-23, April.

    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. Linwei Wang & Yixin Hu & Rong Kong, 2023. "The Impact of Bancassurance Interaction on the Adoption Behavior of Green Production Technology in Family Farms: Evidence from China," Land, MDPI, vol. 12(5), pages 1-26, April.
    2. Min Zhou & Bing Kuang & Min Zhou & Nan Ke, 2022. "The Spatial and Temporal Evolution of the Coordination Degree in Regard to Farmland Transfer and Cultivated Land Green Utilization Efficiency in China," IJERPH, MDPI, vol. 19(16), pages 1-16, August.
    3. Zhen Wang & Jiayi Zhu & Xieqihua Liu & Dongdong Ge & Bin Liu, 2023. "Research on Spatial-Temporal Characteristics and Affecting Factors of Agricultural Green Total Factor Productivity in Jiangxi Province," Sustainability, MDPI, vol. 15(11), pages 1-19, June.
    4. Hua Zhang & Qiwang Zhang & Man An & Zixuan Zhang & Nanqiao He, 2023. "Unveiling the Impact of Digital Financial Inclusion on Low-Carbon Green Utilization of Farmland: The Roles of Farmland Transfer and Management Scale," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    5. Xueqi Wang & Zhongguo Xu & Guan Li & Yuefei Zhuo & Wei Zou, 2023. "Farmland Transfer and Income Distribution Effect of Heterogeneous Farmers with Livelihood Capital: Evidence from CFPS," Land, MDPI, vol. 12(7), pages 1-20, July.
    6. Yin Ma & Minrui Zheng & Xinqi Zheng & Yi Huang & Feng Xu & Xiaoli Wang & Jiantao Liu & Yongqiang Lv & Wenchao Liu, 2023. "Land Use Efficiency Assessment under Sustainable Development Goals: A Systematic Review," Land, MDPI, vol. 12(4), pages 1-21, April.
    7. Xiaoli Chen & Zhefeng Huang & Chaoguang Luo & Zhineng Hu, 2024. "Can Agricultural Industry Integration Reduce the Rural–Urban Income Gap? Evidence from County-Level Data in China," Land, MDPI, vol. 13(3), pages 1-20, March.
    8. Yang Shen & Xiaoyang Guo & Xiuwu Zhang, 2023. "Digital Financial Inclusion, Land Transfer, and Agricultural Green Total Factor Productivity," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
    9. Yiqing Su & Qiaoyuan Huang & Qi Meng & Liangzhen Zang & Hua Xiao, 2023. "Socialized Farmland Operation—An Institutional Interpretation of Farmland Scale Management," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    10. Lei Zhu & Chenyujing Yang & Yuanyuan Zhang & Yongji Xue, 2022. "Using Marginal Land Resources to Solve the Shortage of Rural Entrepreneurial Land in China," Land, MDPI, vol. 11(7), pages 1-20, July.
    11. Jinghui Bao & Changbai Xiu & Yuchun Liu & Jie Li, 2024. "Assessment of Rural Industry Integration Development, Spatiotemporal Evolution Characteristics, and Regional Disparities in Ethnic Regions: A Case Study of Inner Mongolia Autonomous Region Counties," Sustainability, MDPI, vol. 16(15), pages 1-29, July.
    12. Weiguo Fan & Wei Yao & Kehan Chen, 2023. "Integrating Energy Systems Language and Emergy Approach to Simulate and Analyze the Energy Flow Process of Land Transfer," Land, MDPI, vol. 12(5), pages 1-24, May.
    13. Lingying Lu & Guoliang Xu & Zhiyuan Li & Chunyan Wan, 2022. "Understanding the Farmland Rights Confirmation Policy from the Perspective of Farmers: Evidence from Jiangxi, China," IJERPH, MDPI, vol. 19(18), pages 1-13, September.
    14. Zhou Zhou & Jianqiang Duan & Shaoqing Geng & Ran Li, 2023. "Spatial Network and Driving Factors of Agricultural Green Total Factor Productivity in China," Energies, MDPI, vol. 16(14), pages 1-26, July.
    15. 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.
    16. Yi Qu & Xiao Lyu & Wenlong Peng & Zongfei Xin, 2021. "How to Evaluate the Green Utilization Efficiency of Cultivated Land in a Farming Household? A Case Study of Shandong Province, China," Land, MDPI, vol. 10(8), pages 1-18, July.
    17. Yuanyuan Chen & Mu Li & Zemin Zhang, 2023. "Does the Rural Land Transfer Promote the Non-Grain Production of Cultivated Land in China?," Land, MDPI, vol. 12(3), pages 1-16, March.
    18. Yu Wang & Lin Zhang, 2023. "The Impact of Technology Innovation on Urban Land Intensive Use in China: Evidence from 284 Cities in China," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    19. Yue Zhang & Yaqiang Dai & Yuanyuan Chen & Xinli Ke, 2022. "Coupling Coordination Development of New-Type Urbanization and Cultivated Land Low-Carbon Utilization in the Yangtze River Delta, China," Land, MDPI, vol. 11(6), pages 1-24, June.
    20. Feng Ye & Lang Wang & Amar Razzaq & Ting Tong & Qing Zhang & Azhar Abbas, 2023. "Policy Impacts of High-Standard Farmland Construction on Agricultural Sustainability: Total Factor Productivity-Based Analysis," Land, MDPI, vol. 12(2), pages 1-13, January.

    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:15:y:2023:i:16:p:12215-:d:1214223. 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.