IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i17p6808-d402378.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/17/6808/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/17/6808/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Mathilde Maurel, 1998. "Régionalisme et désintégration en Europe centrale et orientale : une approche gravitationnelle," Post-Print hal-03571115, HAL.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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(2), pages 189-206, July.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    39. 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.
    40. 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.
    41. Thorbecke, Willem, 2015. "China–US trade: A global outlier," Journal of Asian Economics, Elsevier, vol. 40(C), pages 47-58.
    42. 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.
    43. 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.
    44. Zhai, Fan, 2018. "China’s belt and road initiative: A preliminary quantitative assessment," Journal of Asian Economics, Elsevier, vol. 55(C), pages 84-92.
    45. Pui Sun Tam, 2018. "Global trade flows and economic policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3718-3734, July.
    46. Xiaohua Bao, 2014. "How Do Technical Barriers to Trade Affect China's Imports?," 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.
    Full references (including those not matched with items on IDEAS)

    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. Scott L. Baier & Amanda Kerr & Yoto V. Yotov, 2018. "Gravity, distance, and international trade," Chapters, in: Bruce A. Blonigen & Wesley W. Wilson (ed.), Handbook of International Trade and Transportation, chapter 2, pages 15-78, Edward Elgar Publishing.
    2. Salahuddin & Javed Iqbal & Misbah Nosheen, 2020. "Economic & Cultural Distance & Regional Integration: Evidence from Gravity Model Using Disaggregated Data for Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 59(2), pages 243-274.
    3. Estrella Gómez-Herrera, 2013. "Comparing alternative methods to estimate gravity models of bilateral trade," Empirical Economics, Springer, vol. 44(3), pages 1087-1111, June.
    4. Güzin Bayar, 2018. "Estimating export equations: a survey of the literature," Empirical Economics, Springer, vol. 54(2), pages 629-672, March.
    5. Bergstrand, Jeffrey H. & Larch, Mario & Yotov, Yoto V., 2015. "Economic integration agreements, border effects, and distance elasticities in the gravity equation," European Economic Review, Elsevier, vol. 78(C), pages 307-327.
    6. Tamaş Anca, 2020. "Why should the gravity model be taught in business education?," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 14(1), pages 422-433, July.
    7. Raphaël Chiappini & Yves Jégourel, 2014. "Futures Market Volatility, Exchange Rate Uncertainty and Cereals Exports: Empirical Evidence from France," GREDEG Working Papers 2014-34, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    8. 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.
    9. Valeria Costantini & Francesco Crespi, 2015. "European enlargement policy, technological capabilities and sectoral export dynamics," The Journal of Technology Transfer, Springer, vol. 40(1), pages 25-69, February.
    10. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    11. Anderson, James E. & Yotov, Yoto V., 2016. "Terms of trade and global efficiency effects of free trade agreements, 1990–2002," Journal of International Economics, Elsevier, vol. 99(C), pages 279-298.
    12. Jacqueline Karlsson & Helena Melin & Kevin Cullinane, 2018. "The impact of potential Brexit scenarios on German car exports to the UK: an application of the gravity model," Journal of Shipping and Trade, Springer, vol. 3(1), pages 1-22, December.
    13. Adu, Raymond & Litsios, Ioannis & Baimbridge, Mark, 2022. "ECOWAS single currency: Prospective effects on trade," Journal of International Money and Finance, Elsevier, vol. 126(C).
    14. Heid, Benedikt & Larch, Mario, 2016. "Gravity with unemployment," Journal of International Economics, Elsevier, vol. 101(C), pages 70-85.
    15. Zongo, Amara, 2020. "The Impact of Services Trade Restrictiveness on Food Trade," MPRA Paper 101658, University Library of Munich, Germany.
    16. Eicher, Theo S. & Henn, Christian, 2011. "In search of WTO trade effects: Preferential trade agreements promote trade strongly, but unevenly," Journal of International Economics, Elsevier, vol. 83(2), pages 137-153, March.
    17. Sylvanus Kwaku Afesorgbor, 2013. "Revisiting the Effectiveness of African Economic Integration. A Meta-Analytic Review and Comparative Estimation Methods," Economics Working Papers 2013-13, Department of Economics and Business Economics, Aarhus University.
    18. Rahman, Mohammad Mafizur, 2005. "The Determinants of Bangladesh's Trade: Evidence from the Generalized Gravity Model," Working Papers 3, University of Sydney, School of Economics.
    19. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    20. Dennis Novy, 2013. "Gravity Redux: Measuring International Trade Costs With Panel Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 101-121, January.
    21. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    22. Doganay, Seda Meyveci & Sayek, Selin & Taskin, Fatma, 2014. "Is environmental efficiency trade inducing or trade hindering?," Energy Economics, Elsevier, vol. 44(C), pages 340-349.

    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:12:y:2020:i:17:p:6808-:d:402378. 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.