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Driving factors of virtual water in international grain trade: A study for belt and road countries

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  • Xia, Wenjun
  • Chen, Xiaohong
  • Song, Chao
  • Pérez-Carrera, Alejo

Abstract

Water resources are distributed in the form of virtual water through international trade, which influences the water supply and consumption of each country. Therefore, it is of significance to study the driving factors of grain virtual water trade to alleviate water stress and guarantee food security. In this paper, the virtual water volume of grain crops traded between China and countries along the Belt and Road (B&R) from 2000 to 2019 was calculated, and a gravity model using panel data was applied to explore the effect of natural and socioeconomic factors on virtual water trade. The virtual water export from B&R countries to China obviously increased in the twenty years and the contributions of various crops to virtual water were more balanced. The regression results indicate that GDP and exchange rate were positively correlated with virtual water inflow, while per capital water resources, arable land, geographic distance, and population were negative factors that hindered virtual water import. The most powerful driving force for grain virtual water trade is water endowment. GDP is an important driver on importing virtual water for countries without water shortage, and a large number of local water resources will not obviously inhibit the driving force of economic strength. By comparing the contribution of factors to virtual water in the past ten years, it can be found that the contribution rate of distance decreased due to the development of transportation industry which reduced the transportation cost of exporting products. The contribution rate of GDP and exchange rate increased, because economic globalization has promoted the effect of economic factors on grain trade. Therefore, the trade structure of agricultural products should be modified based on the characteristics of virtual water flow. For countries without high economic level but water shortage, export crops with high water consumption be reasonably controlled.

Suggested Citation

  • Xia, Wenjun & Chen, Xiaohong & Song, Chao & Pérez-Carrera, Alejo, 2022. "Driving factors of virtual water in international grain trade: A study for belt and road countries," Agricultural Water Management, Elsevier, vol. 262(C).
    • Handle: RePEc:eee:agiwat:v:262:y:2022:i:c:s0378377421007186
    DOI: 10.1016/j.agwat.2021.107441
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    as
    1. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    2. Arellano, Manuel & Honore, Bo, 2001. "Panel data models: some recent developments," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 53, pages 3229-3296, Elsevier.
    3. de Soyres, François & Mulabdic, Alen & Murray, Siobhan & Rocha, Nadia & Ruta, Michele, 2019. "How much will the Belt and Road Initiative reduce trade costs?," International Economics, Elsevier, vol. 159(C), pages 151-164.
    4. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    5. Soloaga, Isidro & Alan Wintersb, L., 2001. "Regionalism in the nineties: what effect on trade?," The North American Journal of Economics and Finance, Elsevier, vol. 12(1), pages 1-29, March.
    6. Roberto Roson & Martina Sartori, 2010. "Water Scarcity and Virtual Water Trade in the Mediterranean," Working Papers 2010_08, Department of Economics, University of Venice "Ca' Foscari".
    7. Rosa Duarte & Vicente Pinilla & Ana Serrano, 2018. "Factors driving embodied carbon in international trade: a multiregional input–output gravity model," Economic Systems Research, Taylor & Francis Journals, vol. 30(4), pages 545-566, October.
    8. Duarte, Rosa & Pinilla, Vicente & Serrano, Ana, 2014. "The effect of globalisation on water consumption: A case study of the Spanish virtual water trade, 1849–1935," Ecological Economics, Elsevier, vol. 100(C), pages 96-105.
    9. Alessandro Olper & Valentina Raimondi, 2009. "Patterns and Determinants of International Trade Costs in the Food Industry," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(2), pages 273-297, June.
    10. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    11. Song, Jianfeng & Yin, Yali & Xu, Hang & Wang, Yubao & Wu, Pute & Sun, Shikun, 2020. "Drivers of domestic grain virtual water flow: A study for China," Agricultural Water Management, Elsevier, vol. 239(C).
    12. Bojana Bajželj & Keith S. Richards & Julian M. Allwood & Pete Smith & John S. Dennis & Elizabeth Curmi & Christopher A. Gilligan, 2014. "Importance of food-demand management for climate mitigation," Nature Climate Change, Nature, vol. 4(10), pages 924-929, October.
    13. Distefano, Tiziano & Kelly, Scott, 2017. "Are we in deep water? Water scarcity and its limits to economic growth," Ecological Economics, Elsevier, vol. 142(C), pages 130-147.
    14. Lenzen, Manfred & Moran, Daniel & Bhaduri, Anik & Kanemoto, Keiichiro & Bekchanov, Maksud & Geschke, Arne & Foran, Barney, 2013. "International trade of scarce water," Ecological Economics, Elsevier, vol. 94(C), pages 78-85.
    15. Guan, Dabo & Hubacek, Klaus, 2007. "Assessment of regional trade and virtual water flows in China," Ecological Economics, Elsevier, vol. 61(1), pages 159-170, February.
    16. M. Kumar & O. Singh, 2005. "Virtual Water in Global Food and Water Policy Making: Is There a Need for Rethinking?," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 19(6), pages 759-789, December.
    17. J.J. Heckman & E.E. Leamer (ed.), 2001. "Handbook of Econometrics," Handbook of Econometrics, Elsevier, edition 1, volume 5, number 5.
    18. Taleb Abu-Sharar & Emad Al-Karablieh & Munther Haddadin, 2012. "Role of Virtual Water in Optimizing Water Resources Management in Jordan," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(14), pages 3977-3993, November.
    19. Duarte, Rosa & Pinilla, Vicente & Serrano, Ana, 2019. "Long Term Drivers of Global Virtual Water Trade: A Trade Gravity Approach for 1965–2010," Ecological Economics, Elsevier, vol. 156(C), pages 318-326.
    20. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    21. Hanjra, Munir A. & Qureshi, M. Ejaz, 2010. "Global water crisis and future food security in an era of climate change," Food Policy, Elsevier, vol. 35(5), pages 365-377, October.
    22. Delbourg, Esther & Dinar, Shlomi, 2020. "The globalization of virtual water flows: Explaining trade patterns of a scarce resource," World Development, Elsevier, vol. 131(C).
    23. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
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