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Exploring the drivers of green agricultural development (GAD) in China: A spatial association network structure approaches

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  • Chen, Zhe
  • Sarkar, Apurbo
  • Rahman, Airin
  • Li, Xiaojing
  • Xia, Xianli

Abstract

Green agricultural development (GAD) becomes one of the major concerns for not only China’s fostering agricultural development but also part and parcel step for mitigating sustainable development (SD) goals set by the United Nations (UN). This notion is also addressed by the Nineteenth National People’s Congress and declared as a national strategy for constructing agro-ecological culture within China. The study provided a robust assessment of the spatial association network of GAD across 31 provinces in China from 2003 to 2018 by employing a modified gravity model and social network analysis method. More specifically, we adopted a combined tactic of entropy weight and linear addition framework. The results indicated that (i) the structure of agricultural green association networks are stable in China and possessed good accessibility, the links between provinces and blocks are relatively close, and the spillover effect between provinces is noticeable. (ii) The geographical network portrayed a “core-edge” spatial variation, whereas the expanding trend has been traced within the core area and shrinking within the border area. The core area gradually extended from southeast coastal provinces to the North-South parts of the country. (iii) The demographic characteristics of network components significantly impact GAD and possess differences among provinces. The differences in industrial structure, economic development, spatial adjacency, urbanization development, and transportation development of different provinces affected the GAD network. On this basis, the paper puts forward the policy suggestions of green coordinated development and governance of China's agriculture.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:lauspo:v:112:y:2022:i:c:s0264837721005500
    DOI: 10.1016/j.landusepol.2021.105827
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    as
    1. L. Alan Winters, 2015. "Digging for Victory: Agricultural Policy and National Security," World Scientific Book Chapters, in: Non-Tariff Barriers, Regionalism and Poverty Essays in Applied International Trade Analysis, chapter 7, pages 125-145, World Scientific Publishing Co. Pte. Ltd..
    2. Martinez-Zarzoso, Inmaculada & Nowak-Lehmann, Felicitas, 2003. "Augmented Gravity Model: An Empirical Application to Mercosur-European Union Trade Flows," Journal of Applied Economics, Universidad del CEMA, vol. 6(2), pages 1-26, November.
    3. Järnberg, Linn & Enfors Kautsky, Elin & Dagerskog, Linus & Olsson, Per, 2018. "Green niche actors navigating an opaque opportunity context: Prospects for a sustainable transformation of Ethiopian agriculture," Land Use Policy, Elsevier, vol. 71(C), pages 409-421.
    4. 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.
    5. Contesse, Maria & van Vliet, Bas J.M. & Lenhart, Jennifer, 2018. "Is urban agriculture urban green space? A comparison of policy arrangements for urban green space and urban agriculture in Santiago de Chile," Land Use Policy, Elsevier, vol. 71(C), pages 566-577.
    6. Xinhua Zhu & Qianli Wang & Peifeng Zhang & Yunjiang Yu & Lingling Xie, 2021. "Optimizing the spatial structure of urban agglomeration: based on social network analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(2), pages 683-705, April.
    7. Sarkar, Apurbo & Azim, Jony Abdul & Asif, Abdullah Al & Qian, Lu & Peau, Anamika Kor, 2021. "Structural equation modeling for indicators of sustainable agriculture: Prospective of a developing country’s agriculture," Land Use Policy, Elsevier, vol. 109(C).
    8. Keijiro Otsuka & Yoko Kijima, 2010. "Technology Policies for a Green Revolution and Agricultural Transformation in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 19(suppl_2), pages 60-76.
    9. Luong Van Pham & Carl Smith, 2014. "Drivers of agricultural sustainability in developing countries: a review," Environment Systems and Decisions, Springer, vol. 34(2), pages 326-341, June.
    10. Junli Li & Wenjun Wu & Xinxin Ye & Hao Jiang & Ruijie Gan & Heli Wu & Jinglei He & Yuelin Jiang, 2019. "Innovative trend analysis of main agriculture natural hazards in China during 1989–2014," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(3), pages 677-720, February.
    11. Liu, Guangtian & Wang, Bing & Zhang, Ning, 2016. "A coin has two sides: Which one is driving China’s green TFP growth?," Economic Systems, Elsevier, vol. 40(3), pages 481-498.
    12. Zhu, Bangzhu & Zhang, Mengfan & Zhou, Yanhua & Wang, Ping & Sheng, Jichuan & He, Kaijian & Wei, Yi-Ming & Xie, Rui, 2019. "Exploring the effect of industrial structure adjustment on interprovincial green development efficiency in China: A novel integrated approach," Energy Policy, Elsevier, vol. 134(C).
    13. Abdel-Rahman, Hesham M. & Wang, Ping, 1995. "Toward a general-equilibrium theory of a core-periphery system of cities," Regional Science and Urban Economics, Elsevier, vol. 25(4), pages 529-546, August.
    14. Lui, Gilbert C.S. & Li, W.K. & Leung, Kenneth M.Y. & Lee, Joseph H.W. & Jayawardena, A.W., 2007. "Modelling algal blooms using vector autoregressive model with exogenous variables and long memory filter," Ecological Modelling, Elsevier, vol. 200(1), pages 130-138.
    15. Konishi, Hideo, 2000. "Formation of Hub Cities: Transportation Cost Advantage and Population Agglomeration," Journal of Urban Economics, Elsevier, vol. 48(1), pages 1-28, July.
    16. Hening Widi Oetomo & Marsudi Lestariningsih & Susanti, 2017. "Spatial Analysis of Newspaper Sales in East Surabaya Traffict Lights Using Moran Index," International Journal of Business and Administrative Studies, Professor Dr. Bahaudin G. Mujtaba, vol. 3(5), pages 166-174.
    17. Lei Zhou & Feng Zhen & Yiqing Wang & Liyang Xiong, 2019. "Modeling the Spatial Formation Mechanism of Poverty-Stricken Counties in China by Using Geographical Detector," Sustainability, MDPI, vol. 11(17), pages 1-20, August.
    18. Hongyu Wang & Xiaolei Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluating the Impacts of Smallholder Farmer’s Participation in Modern Agricultural Value Chain Tactics for Facilitating Poverty Alleviation—A Case Study of Kiwifruit Industry in Shaanxi, China," Agriculture, MDPI, vol. 11(5), pages 1-19, May.
    19. Qiang Zhang & Yan Wang, 2018. "Struggling towards virtuous coevolution: institutional and strategic works of Alibaba in building the Taobao e-commerce ecosystem," Asian Business & Management, Palgrave Macmillan, vol. 17(3), pages 208-242, July.
    20. Derek Byerlee & Alain de Janvry & Elisabeth Sadoulet, 2009. "Agriculture for Development: Toward a New Paradigm," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 15-31, September.
    21. Pigford, Ashlee-Ann E. & Hickey, Gordon M. & Klerkx, Laurens, 2018. "Beyond agricultural innovation systems? Exploring an agricultural innovation ecosystems approach for niche design and development in sustainability transitions," Agricultural Systems, Elsevier, vol. 164(C), pages 116-121.
    22. 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.
    23. Hongyu Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluations of the Roles of Organizational Support, Organizational Norms and Organizational Learning for Adopting Environmentally Friendly Technologies: A Case of Kiwifruit Farmers’ Cooperatives of Me," Land, MDPI, vol. 10(3), pages 1-23, March.
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