IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i3p1147-d485252.html
   My bibliography  Save this article

Green Agricultural Development Based on Information Communication Technology and the Panel Space Measurement Model

Author

Listed:
  • Xueyao Zhang

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Hong Chen

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

Abstract

This study was conducted to promote the construction of China’s ecological civilization; to reduce harm to the environment; to quantify the performance of agricultural green development (GD); and to truly achieve green, sustainable, and healthy agricultural development. From the perspectives of resources and the environment, first, information communication technology and the panel space measurement (PSM) model were adopted to analyze relevant indicator data from 2000 to 2019 in China’s 30 provinces. Second, China’s agriculture was measured to explore the overall characteristics, temporal changes, and regional differences of agricultural development. A panel data measurement model was constructed using the generalized least squares method, and the main factors affecting performance development were analyzed, which were verified by giving examples. Third, the governance countermeasures and improvement directors were proposed for agricultural GD in China. It is found that the driving force of performance of agricultural GD in China mainly depends on technological progress and that technological efficiency determines the speed of agricultural development. The regional differences in performance of agricultural GD are obvious in China. The growth in the performance of agricultural GD in the eastern region is much higher than that of the central, western, and northeast regions. In addition, the results show that the performance of agricultural GD is extremely positively correlated with the agricultural economic level, fiscal support for agriculture policy, and the industrialization process and that it is extremely negatively correlated with the level of opening-up, adjustment of agricultural structure, and the environmental regulatory capability of the government. As a result, this study can provide some ideas for the realization of agriculture GD in China.

Suggested Citation

  • Xueyao Zhang & Hong Chen, 2021. "Green Agricultural Development Based on Information Communication Technology and the Panel Space Measurement Model," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1147-:d:485252
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/3/1147/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/3/1147/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Feng, Chao & Huang, Jian-Bai & Wang, Miao, 2018. "Analysis of green total-factor productivity in China's regional metal industry: A meta-frontier approach," Resources Policy, Elsevier, vol. 58(C), pages 219-229.
    2. 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.
    3. Yuan Chen & Bingsheng Liu & Yinghua Shen & Xueqing Wang, 2018. "Spatial analysis of change trend and influencing factors of total factor productivity in China’s regional construction industry," Applied Economics, Taylor & Francis Journals, vol. 50(25), pages 2824-2843, May.
    4. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    5. Jiuliang Xu & Zhihua Zhang & Xian Zhang & Muhammad Ishfaq & Jiahui Zhong & Wei Li & Fusuo Zhang & Xuexian Li, 2020. "Green Food Development in China: Experiences and Challenges," Agriculture, MDPI, vol. 10(12), pages 1-15, December.
    6. Carolina Yacamán Ochoa & Daniel Ferrer Jiménez & Rafael Mata Olmo, 2020. "Green Infrastructure Planning in Metropolitan Regions to Improve the Connectivity of Agricultural Landscapes and Food Security," Land, MDPI, vol. 9(11), pages 1-23, October.
    7. Yoon Jung Choi & Jungho Baek, 2017. "Does FDI Really Matter to Economic Growth in India?," Economies, MDPI, vol. 5(2), pages 1-9, June.
    8. Bing Feng & Kaiyang Sun & Min Chen & Tao Gao, 2020. "The Impact of Core Technological Capabilities of High-Tech Industry on Sustainable Competitive Advantage," Sustainability, MDPI, vol. 12(7), pages 1-15, April.
    9. Mwangi Githiru & Josephine W. Njambuya, 2019. "Globalization and Biodiversity Conservation Problems: Polycentric REDD+ Solutions," Land, MDPI, vol. 8(2), pages 1-8, 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. Ruifeng Hu & Weiqiao Xu, 2022. "Exploring the Technological Changes of Green Agriculture in China: Evidence from Patent Data (1998–2021)," Sustainability, MDPI, vol. 14(17), pages 1-18, August.
    2. Xingling Jiang & Yong Sun & Mou Shen & Lixia Tang, 2024. "How Does Developing Green Agriculture Affect Poverty? Evidence from China’s Prefecture-Level Cities," Agriculture, MDPI, vol. 14(3), pages 1-16, March.
    3. Bin Liu & Chan Lu & Chun Yi, 2023. "Research on Green and Low-Carbon Rural Development in China: A Scientometric Analysis Using CiteSpace (1979–2021)," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    4. 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.
    5. Haisheng Chen & Shuiping Zhu & Jianjun Sun & Kaiyang Zhong & Manhong Shen & Xiaoli Wang, 2022. "A Study of the Spatial Structure and Regional Interaction of Agricultural Green Total Factor Productivity in China Based on SNA and VAR Methods," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    6. Feng Zhou & Chunhui Wen, 2023. "Research on the Level of Agricultural Green Development, Regional Disparities, and Dynamic Distribution Evolution in China from the Perspective of Sustainable Development," Agriculture, MDPI, vol. 13(7), pages 1-47, July.
    7. Yongna Zou & Qingping Cheng & Hanyu Jin & Xuefu Pu, 2023. "Evaluation of Green Agricultural Development and Its Influencing Factors under the Framework of Sustainable Development Goals: Case Study of Lincang City, an Underdeveloped Mountainous Region of China," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    8. 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).
    9. Fanghui Pan & Haonan Deng & Miao Chen & Lijuan Zhao & Wei Qian & Xiangrong Wan, 2024. "Spatial–Temporal Evolution and Driving Factors of Agricultural Green Development in China: Evidence from Panel Quantile Approaches," Sustainability, MDPI, vol. 16(15), pages 1-18, July.
    10. Hua Guo & Fan Gu & Yanling Peng & Xin Deng & Lili Guo, 2022. "Does Digital Inclusive Finance Effectively Promote Agricultural Green Development?—A Case Study of China," IJERPH, MDPI, vol. 19(12), pages 1-17, June.
    11. Guang Chen & Yue Deng & Apurbo Sarkar & Zhengbing Wang, 2022. "An Integrated Assessment of Different Types of Environment-Friendly Technological Progress and Their Spatial Spillover Effects in the Chinese Agriculture Sector," Agriculture, MDPI, vol. 12(7), pages 1-24, July.

    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. Dan Pan & Yi Yu & Fanbin Kong, 2023. "Quantifying the Effectiveness of Environmental Regulations on Green Total Factor Productivity: Evidence Based on China’s Environmental Protection Interview Program," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    2. Lingzhang Kong & Jinye Li, 2022. "Digital Economy Development and Green Economic Efficiency: Evidence from Province-Level Empirical Data in China," Sustainability, MDPI, vol. 15(1), pages 1-26, December.
    3. Xingwei Li & Jingru Li & Yicheng Huang & Jinrong He & Xiang Liu & Jiachi Dai & Qiong Shen, 2022. "Construction enterprises’ adoption of green development behaviors: an agent-based modeling approach," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    4. Xueyang Wang & Xiumei Sun & Haotian Zhang & Chaokai Xue, 2022. "Digital Economy Development and Urban Green Innovation CA-Pability: Based on Panel Data of 274 Prefecture-Level Cities in China," Sustainability, MDPI, vol. 14(5), pages 1-21, March.
    5. Hua Zhang & Qiwang Zhang, 2023. "How Does Digital Transformation Facilitate Enterprise Total Factor Productivity? The Multiple Mediators of Supplier Concentration and Customer Concentration," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    6. Rocío Silva-Pérez & Gema González-Romero, 2022. "GIAHS as an Instrument to Articulate the Landscape and Territorialized Agrifood Systems—The Example of La Axarquía (Malaga Province, Spain)," Land, MDPI, vol. 11(2), pages 1-21, February.
    7. Yaoyao Wang & Yuanpei Kuang, 2023. "Evaluation, Regional Disparities and Driving Mechanisms of High-Quality Agricultural Development in China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    8. Zhao, Feifei & Hu, Zheng & Yi, Ping & Zhao, Xu, 2024. "Does environmental decentralization improve industrial ecology? Evidence from China's Yangtze River Economic Belt," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1250-1270.
    9. Fuhong Zhang & Apurbo Sarkar & Hongyu Wang, 2021. "Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China," Land, MDPI, vol. 10(4), pages 1-18, April.
    10. Afolabi Tunde Ahmed & Imran Ur Rahman, 2020. "The Impact of FDI and Foreign Aid on the Economic Growth: Empirical Evidence from Sub-Saharan African Countries," International Journal of Science and Business, IJSAB International, vol. 4(6), pages 53-70.
    11. Jing Tao & Ying Wang & Rong Wang & Chuanmin Mi, 2019. "Do Compactness and Poly-Centricity Mitigate PM 10 Emissions? Evidence from Yangtze River Delta Area," IJERPH, MDPI, vol. 16(21), pages 1-18, October.
    12. Ahmed, Moiz Uddin & Hussain, Iqbal, 2022. "Prediction of Wheat Production Using Machine Learning Algorithms in northern areas of Pakistan," Telecommunications Policy, Elsevier, vol. 46(6).
    13. Jianfei Zhao & Anan Pongtornkulpanich & Wenjin Cheng, 2022. "The Impact of Board Size on Green Innovation in China’s Heavily Polluting Enterprises: The Mediating Role of Innovation Openness," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    14. You Zheng & Jianzhong Xiao & Jinhua Cheng, 2020. "Industrial Structure Adjustment and Regional Green Development from the Perspective of Mineral Resource Security," IJERPH, MDPI, vol. 17(19), pages 1-18, September.
    15. Lijuan Du & Li Xu & Yanping Li & Changshun Liu & Zhenhua Li & Jefferson S. Wong & Bo Lei, 2019. "China’s Agricultural Irrigation and Water Conservancy Projects: A Policy Synthesis and Discussion of Emerging Issues," Sustainability, MDPI, vol. 11(24), pages 1-20, December.
    16. Dorijan Radočaj & Ante Šiljeg & Rajko Marinović & Mladen Jurišić, 2023. "State of Major Vegetation Indices in Precision Agriculture Studies Indexed in Web of Science: A Review," Agriculture, MDPI, vol. 13(3), pages 1-16, March.
    17. Sagit Barel-Shaked, 2023. "Network-based business model in the agri-food sector: A case study of Green Fingers," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 69(4), pages 162-170.
    18. Yingjie Hao & Congcong Fan & Yunguang Long & Jieyi Pan, 2019. "The role of returnee executives in improving green innovation performance of Chinese manufacturing enterprises: Implications for sustainable development strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 804-818, July.
    19. Shirzad, Hossein & Barati, Ali Akbar & Ehteshammajd, Shaghayegh & Goli, Imaneh & Siamian, Narges & Moghaddam, Saghi Movahhed & Pour, Mahdad & Tan, Rong & Janečková, Kristina & Sklenička, Petr & Azadi,, 2022. "Agricultural land tenure system in Iran: An overview," Land Use Policy, Elsevier, vol. 123(C).
    20. Taqdees Fatima & Bingxiang Li & Shahab Alam Malik & Dan Zhang, 2023. "The Spatial Effect of Industrial Intelligence on High-Quality Green Development of Industry under Environmental Regulations and Low Carbon Intensity," Sustainability, MDPI, vol. 15(3), pages 1-17, 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:13:y:2021:i:3:p:1147-:d:485252. 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.