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The Threshold Effect of FDI on CO 2 Emission in Belt and Road Countries

Author

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  • Ying Nie

    (Institute of Data Science and Agricultural Economics, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China)

  • Qingjie Liu

    (Belt and Road School, Beijing Normal University, Beijing 100875, China)

  • Rong Liu

    (Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China)

  • Dexiao Ren

    (School of Management, Guangzhou College of Technology and Business, Guangzhou 510850, China)

  • Yao Zhong

    (Institute of Data Science and Agricultural Economics, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China)

  • Feng Yu

    (Institute of Data Science and Agricultural Economics, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China)

Abstract

Under the background of the global “carbon neutrality” goal, it is of great significance to study the environmental effect of FDI in rapid economic development. This paper proposes an original framework to determine the relative influence of five factors on the Belt and Road countries with a strong FDI-CO 2 association. Based on the panel smooth transition regression (PSTR) model, we establish country-specific and time-specific FDI-CO 2 coefficients for 59 Belt and Road countries during 2003–2018. These coefficients are assumed to change smoothly as a function of five threshold variables, considered the most important in the literature devoted to the FDI-CO 2 correlations. The results show that the degree of GDP per capita, industrialization, openness, and total factor productivity significantly influences the FDI-CO 2 relationship. However, they showed obvious heterogeneity. The coefficient of elasticity of the environmental effects of FDI smoothly transitions between the different intervals, the relationship between GDP per capita and FDI-CO 2 coefficient shows a bell-shaped change, the relationship between degree of trade openness and FDI-CO 2 coefficient also shows a bell-shaped change, the relationship between industrialization level and FDI-CO 2 coefficient shows an inverted N-shaped change, the change of a country’s technological level shows a bell-shaped relationship with the FDI-CO 2 coefficient. The results indicate that PSTR model can be used to study the threshold effect on FDI’s influence on carbon dioxide emissions and the individual and time differences in coefficients of elasticity, to provide a new research perspective and new conclusions on the environmental effect of FDI in rapid economic development.

Suggested Citation

  • Ying Nie & Qingjie Liu & Rong Liu & Dexiao Ren & Yao Zhong & Feng Yu, 2022. "The Threshold Effect of FDI on CO 2 Emission in Belt and Road Countries," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:6:p:3523-:d:772494
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    1. Muhammad Shahbaz & Giray Gozgor & Philip Kofi Adom & Shawkat Hammoudeh, 2019. "The technical decomposition of carbon emissions and the concerns about FDI and trade openness effects in the United States," International Economics, CEPII research center, issue 159, pages 56-73.
    2. Hasanov, Fakhri J. & Liddle, Brantley & Mikayilov, Jeyhun I., 2018. "The impact of international trade on CO2 emissions in oil exporting countries: Territory vs consumption emissions accounting," Energy Economics, Elsevier, vol. 74(C), pages 343-350.
    3. Aneta Kosztowniak, 2016. "Verification of the Relationship between FDI and GDP in Poland," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 66(2), pages 307-332, June.
    4. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    5. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
    6. Gilbert COLLETAZ & Christophe HURLIN, 2006. "Threshold Effects of the Public Capital Productivity : An International Panel Smooth Transition Approach," LEO Working Papers / DR LEO 1669, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    7. Ghosh, Taniya & Parab, Prashant Mehul, 2021. "Assessing India’s productivity trends and endogenous growth: New evidence from technology, human capital and foreign direct investment," Economic Modelling, Elsevier, vol. 97(C), pages 182-195.
    8. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    9. Zhang, Chuanguo & Zhou, Xiangxue, 2016. "Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 943-951.
    10. Fumei He & Ke-Chiun Chang & Min Li & Xueping Li & Fangjhy Li, 2020. "Bootstrap ARDL Test on the Relationship among Trade, FDI, and CO 2 Emissions: Based on the Experience of BRICS Countries," Sustainability, MDPI, vol. 12(3), pages 1-23, February.
    11. Lin, Faqin, 2017. "Trade openness and air pollution: City-level empirical evidence from China," China Economic Review, Elsevier, vol. 45(C), pages 78-88.
    12. Liu, Yiming & Hao, Yu & Gao, Yixuan, 2017. "The environmental consequences of domestic and foreign investment: Evidence from China," Energy Policy, Elsevier, vol. 108(C), pages 271-280.
    13. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2021. "Does ICT change the relationship between total factor productivity and CO2 emissions? Evidence based on a nonlinear model," Energy Economics, Elsevier, vol. 101(C).
    14. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    15. Shujing Zhang & Beibei Hu & Xiufeng Zhang, 2021. "Have FDI quantity and quality promoted the low-carbon development of science and technology parks (STPs)? The threshold effect of knowledge accumulation," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-18, January.
    16. Valentina VASILE & Daniel ŞTEFAN & Călin-Adrian COMES & Elena BUNDUCHI & Anamari-Beatrice ŞTEFAN, 2020. "FDI or Remittances for Sustainable External Financial Inflows. Theoretical Delimitations and Practical Evidence using Granger Causality," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 131-153, December.
    17. Pethig, Rudiger, 1976. "Pollution, welfare, and environmental policy in the theory of Comparative Advantage," Journal of Environmental Economics and Management, Elsevier, vol. 2(3), pages 160-169, February.
    18. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
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