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Analysis of China’s Importance in “Belt and Road Initiative” Trade Based on a Gravity Model

Author

Listed:
  • Enkang Li

    (School of Geography, Nanjing Normal University, Nanjing 210023, China)

  • Mengqiu Lu

    (International Economic and Trade Institute, Nanjing University of Finance and Economics, Nanjing 210023, China)

  • Yu Chen

    (School of Geography, Nanjing Normal University, Nanjing 210023, China
    Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China)

Abstract

This study used a gravity model to analyze the importance of China within the “Belt and Road Initiative” (BRI) trade pattern based on different regression methods, including pooled ordinary least squares (POLS), fixed effects (FE), and the Heckman two-step calculation. The results show that from 2000 to 2018, China’s position in the BRI trade pattern constantly rose in both exports and imports. After removing zero trade flow, POLS and FE analyses showed GDP and a common language had more influence on national exports than population or common religion. The Heckman two-step results with zero trade flows are similar to the other regression results, showing that both a country’s economic aggregate of a country and a common language between two countries were important during trade exchanges. China is one of Eurasia’s most attractive trading partners; while China provides more goods for BRI countries to export, it also provides a huge market for other BRI countries’ goods while promoting their economic development. Thus, China plays a very important role in the BRI trade pattern. Its huge export/import growth potential is a key economic foundation for further promoting Eurasia’s economic and trade integration.

Suggested Citation

  • Enkang Li & Mengqiu Lu & Yu Chen, 2020. "Analysis of China’s Importance in “Belt and Road Initiative” Trade Based on a Gravity Model," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:17:p:6808-:d:402378
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    as
    1. Guglielmo Caporale & Christophe Rault & Robert Sova & Anamaria Sova, 2009. "On the bilateral trade effects of free trade agreements between the EU-15 and the CEEC-4 countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 573-573, October.
    2. Filip Abraham & Jan Van Hove, 2005. "The Rise of China: Prospects of Regional Trade Policy," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(3), pages 486-509, October.
    3. Huang, Rocco R., 2007. "Distance and trade: Disentangling unfamiliarity effects and transport cost effects," European Economic Review, Elsevier, vol. 51(1), pages 161-181, January.
    4. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors," China Economic Review, Elsevier, vol. 28(C), pages 123-134.
    5. Hassan, M. Kabir, 2001. "Is SAARC a viable economic block? evidence from gravity model," Journal of Asian Economics, Elsevier, vol. 12(2), pages 263-290.
    6. 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.
    7. Zhang, Jing, 2019. "Oil and gas trade between China and countries and regions along the ‘Belt and Road’: A panoramic perspective," Energy Policy, Elsevier, vol. 129(C), pages 1111-1120.
    8. Valentina Raimondi & Alessandro Olper, 2011. "Trade Elasticity, Gravity and Trade Liberalisation: Evidence from the Food Industry," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(3), pages 525-550, September.
    9. Pierre-Philippe Combes & Thierry Mayer & Jacques-François Thisse, 2008. "Economic Geography: The Integration of Regions and Nations," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00311000, HAL.
    10. Isabel Proença & Stefan Sperlich & Duygu Savaşcı, 2015. "Semi-mixed effects gravity models for bilateral trade," Empirical Economics, Springer, vol. 48(1), pages 361-387, February.
    11. Raza, Syed Ali & Shahbaz, Muhammad & Nguyen, Duc Khuong, 2015. "Energy conservation policies, growth and trade performance: Evidence of feedback hypothesis in Pakistan," Energy Policy, Elsevier, vol. 80(C), pages 1-10.
    12. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    13. J. M. C. Santos Silva & Silvana Tenreyro, 2015. "Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
    14. Thorbecke, Willem, 2015. "China–US trade: A global outlier," Journal of Asian Economics, Elsevier, vol. 40(C), pages 47-58.
    15. Geetha Ravishankar & Marie M. Stack, 2014. "The Gravity Model and Trade Efficiency: A Stochastic Frontier Analysis of Eastern European Countries' Potential Trade," The World Economy, Wiley Blackwell, vol. 37(5), pages 690-704, May.
    16. Ronald B. Davies & Helga Kristjánsdóttir, 2010. "Fixed Costs, Foreign Direct Investment, and Gravity with Zeros," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 47-62, February.
    17. Mathilde Maurel, 1998. "Régionalisme et désintégration en Europe centrale et orientale : Une approche gravitationnelle," Post-Print halshs-00468847, HAL.
    18. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    19. Dimitrios Dadakas & Salim Ghazvini Kor & Scott Fargher, 2020. "Examining the trade potential of the UAE using a gravity model and a Poisson pseudo maximum likelihood estimator," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(5), pages 619-646, July.
    20. Thursby, Jerry G & Thursby, Marie C, 1987. "Bilateral Trade Flows, the Linder Hypothesis, and Exchange Risk," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 488-495, August.
    21. Muhammad Saqib Irshad & Qi Xin & Zhang Hui & Hamza Arshad, 2018. "An empirical analysis of Pakistan’s bilateral trade and trade potential with China: A gravity model approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1504409-150, January.
    22. K. Kalirajan, 1999. "Stochastic varying coefficients gravity model: An application in trade analysis," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(2), pages 185-193.
    23. Pascal L. Ghazalian & Bruno Larue & Jean‐Philippe Gervais, 2009. "Exporting to new destinations and the effects of tariffs: the case of meat commodities," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 701-714, November.
    24. Thi Hong Hanh Bui & Qiting Chen, 2017. "An Analysis of Factors Influencing Rice Export in Vietnam Based on Gravity Model," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 830-844, September.
    25. Koo, Won W. & Karemera, David & Taylor, Richard, 1994. "A gravity model analysis of meat trade policies," Agricultural Economics, Blackwell, vol. 10(1), pages 81-88, January.
    26. Azmat Gani & Frank Scrimgeour, 2019. "Can trading partner cultural diversity explain trade?," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 24(2), pages 313-327, April.
    27. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    28. Stefan Borsky & Andrea Leiter & Michael Pfaffermayr, 2018. "Product quality and sustainability: The effect of international environmental agreements on bilateral trade," The World Economy, Wiley Blackwell, vol. 41(11), pages 3098-3129, November.
    29. Won W. Koo & David Karemera & Richard Taylor, 1994. "A gravity model analysis of meat trade policies," Agricultural Economics, International Association of Agricultural Economists, vol. 10(1), pages 81-88, January.
    30. Dumitru Miron & Alina Mihaela Dima & Simona Vasilache, 2010. "Models Of The Intra-Regional Trade Influence On Economic Sustainable Development In Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 12(27), pages 27-35, February.
    31. Djeto Assane & Eric P. Chiang, 2014. "Trade, Structural Reform, And Institutions In Sub-Saharan Africa," Contemporary Economic Policy, Western Economic Association International, vol. 32(1), pages 20-29, January.
    32. Weidong Huo & Fuhua Deng & Jiandong Chen, 2018. "An empirical analysis of the Renminbi: Exchange rates and cross‐border trade settlement," The World Economy, Wiley Blackwell, vol. 41(8), pages 2001-2019, August.
    33. Edward Christie, 2001. "Potential Trade in Southeast Europe: A Gravity Model Approach," wiiw Balkan Observatory Working Papers 11, The Vienna Institute for International Economic Studies, wiiw.
    34. Kavallari, Aikaterini & Maas, Sarah & Schmitz, P. Michael, 2008. "Explaining German imports of olive oil: evidence from a gravity model," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44217, European Association of Agricultural Economists.
    35. Ekanayake, E. M. & Mukherjee, Amit, 2010. "Trade Blocks and the Gravity Model: A Study of Economic Integration among Asian Developing Countries," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 627-643.
    36. Matthieu Bussière & Bernd Schnatz, 2009. "Evaluating China’s Integration in World Trade with a Gravity Model Based Benchmark," Open Economies Review, Springer, vol. 20(1), pages 85-111, February.
    37. Srivastava, Rajendra K & Green, Robert T, 1986. "Determinants of Bilateral Trade Flows," The Journal of Business, University of Chicago Press, vol. 59(4), pages 623-640, October.
    38. Oh, Chang Hoon & Selmier II, W. Travis, 2008. "Expanding international trade beyond the RTA border: The case of ASEAN's economic diplomacy," Economics Letters, Elsevier, vol. 100(3), pages 385-387, September.
    39. Zhai, Fan, 2018. "China’s belt and road initiative: A preliminary quantitative assessment," Journal of Asian Economics, Elsevier, vol. 55(C), pages 84-92.
    40. Shang-Jin Wei, 1996. "Intra-National versus International Trade: How Stubborn are Nations in Global Integration?," NBER Working Papers 5531, National Bureau of Economic Research, Inc.
    41. Carrere, Celine, 2006. "Revisiting the effects of regional trade agreements on trade flows with proper specification of the gravity model," European Economic Review, Elsevier, vol. 50(2), pages 223-247, February.
    42. Jesus Felipe & Utsav Kumar, 2012. "The Role of Trade Facilitation in Central Asia," Eastern European Economics, Taylor & Francis Journals, vol. 50(4), pages 5-20, July.
    43. Pui Sun Tam, 2018. "Global trade flows and economic policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3718-3734, July.
    44. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    45. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    46. Xiaohua Bao, 2014. "Special Issue: Issues in Asia. Guest Editor: Laixun Zhao," Review of Development Economics, Wiley Blackwell, vol. 18(2), pages 286-299, May.
    47. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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