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Understanding the One Belt One Road Initiative (BRI) influence on exportations of Chinese smartphones: The moderating role of the GDP per capita

Author

Listed:
  • Karamoko N’da
  • Jiaoju Ge
  • Steven Ji-Fan Ren
  • Jia Wang

Abstract

The One Belt One Road Initiative (BRI) has been the subject of multitudinous studies from various angles. Most previous studies have focused on BRI’s economic, geopolitical, or commercial implications for China. However, the few studies that focused on BRI’s influence on the exportations or importations of Chinese products via the Chinese Cross-border Electronic Commerce Market (CCBECM) have been carried out based only on authors’ opinions rather than on empirical evidence. Therefore, the actual effect of BRI on the exportations of Chinese product brands via CCBECM in BRI countries still needs to be discovered. Utilizing B2C exportation data of Chinese smartphones and a Difference-in Difference Model (DIDM), we have first examined the actual and direct impact of BRI policy on Chinese smartphone brands exportations via the Chinese Cross-border Electronic Commerce Market (CCBECM) from 2012 to 2019 in BRI countries. Secondly, we assessed the moderating role of GDP per capita (GDP) and Internet Access Rate (IAR) between BRI policy and exportations of Chinese smartphone brands. The results showed that the impact of BRI remains insignificant on the exportations of Chinese smartphones via CCBECM in BRI countries. However, it could be significant if BRI includes more developed and economically strong countries. The study also highlighted a negative moderating role of GDP per capita between BRI policy and exportations, showing that the higher the BRI effect is, the less GDP per capita will influence Chinese smartphone exportations in BRI countries.

Suggested Citation

  • Karamoko N’da & Jiaoju Ge & Steven Ji-Fan Ren & Jia Wang, 2023. "Understanding the One Belt One Road Initiative (BRI) influence on exportations of Chinese smartphones: The moderating role of the GDP per capita," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-19, December.
  • Handle: RePEc:plo:pone00:0295307
    DOI: 10.1371/journal.pone.0295307
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    References listed on IDEAS

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    1. Shih-Chih Chen & Jianing Hou & De Xiao, 2018. "“One Belt, One Road” Initiative to Stimulate Trade in China: A Counter-Factual Analysis," Sustainability, MDPI, vol. 10(9), pages 1-13, September.
    2. Jackson, Karen & Shepotylo, Oleksandr, 2021. "Belt and road: The China dream?," China Economic Review, Elsevier, vol. 67(C).
    3. Zhao, Laijun & Li, Deqiang & Guo, Xiaopeng & Xue, Jian & Wang, Chenchen & Sun, Wenjun, 2021. "Cooperation risk of oil and gas resources between China and the countries along the Belt and Road," Energy, Elsevier, vol. 227(C).
    4. Liu, Min & Su, Cong & Wang, Fangfang & Huang, Liangxiong, 2020. "Chinese cross-border M&As in the “One Belt One Road” countries: The impact of Confucius Institutes," China Economic Review, Elsevier, vol. 61(C).
    5. Zhang, Dezhi & Zhang, Fangtao & Liang, Yijing, 2021. "An evolutionary model of the international logistics network based on the Belt and Road perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 572(C).
    6. Zhiheng Wu & Guisheng Hou & Baogui Xin, 2020. "Has the Belt and Road Initiative Brought New Opportunities to Countries Along the Routes to Participate in Global Value Chains?," SAGE Open, , vol. 10(1), pages 21582440209, January.
    7. Anastas Vangeli, 2017. "China's Engagement with the Sixteen Countries of Central, East and Southeast Europe under the Belt and Road Initiative," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 25(5), pages 101-124, September.
    8. Brian Nolan & Max Roser & Stefan Thewissen, 2019. "GDP Per Capita Versus Median Household Income: What Gives Rise to the Divergence Over Time and how does this Vary Across OECD Countries?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 465-494, September.
    9. Liang Xiao & Feipeng Guo & Fumao Yu & Shengnan Liu, 2019. "The Effects of Online Shopping Context Cues on Consumers’ Purchase Intention for Cross-Border E-Commerce Sustainability," Sustainability, MDPI, vol. 11(10), pages 1-24, May.
    10. Foo, Nam & Lean, Hooi Hooi & Salim, Ruhul, 2020. "The impact of China’s one belt one road initiative on international trade in the ASEAN region," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
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    1. Li, Guoxiang & Zhang, Ningyu & Ma, Wenjuan & Zhang, Shaoyong, 2025. "Factor network association, energy poverty and energy performance: The mitigation effects of the “belt and road” initiative," Applied Energy, Elsevier, vol. 390(C).

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