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Club convergence in energy efficiency of Belt and Road Initiative countries: The role of China’s outward foreign direct investment

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  • Peng, Hua-Rong
  • Tan, Xiujie
  • Managi, Shunsuke
  • Taghizadeh-Hesary, Farhad

Abstract

Countries along with the Belt and Road Initiative (BRI) differ in geographical location, technological levels, and resource endowment. It is worth paying attention to the evolution of the gap in energy efficiency of BRI countries. Therefore, this study investigated club convergence in total-factor energy efficiency (TFEE) of BRI countries, and the role of China's outward foreign direct investment (OFDI) in TFEE convergence, by adopting panel data over 1996–2019. Results indicate that the TFEE of the BRI countries showed a trend of divergence as a whole, but converged to three convergence clubs with different characteristics of 1) high TFEE and convergence rates (20 countries); 2) middle TFEE and convergence rates (13 countries), 3) low TFEE and convergence rates (27 countries). We also found that China's OFDI in low-carbon industries in BRI countries contributed to the convergence of clubs with high energy efficiency and convergence rates. Moreover, China's OFDI in high-carbon industries showed a pollution halo effect, causing lower energy efficiency countries to converge to the high energy efficiency and convergence rate club.

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  • Peng, Hua-Rong & Tan, Xiujie & Managi, Shunsuke & Taghizadeh-Hesary, Farhad, 2022. "Club convergence in energy efficiency of Belt and Road Initiative countries: The role of China’s outward foreign direct investment," Energy Policy, Elsevier, vol. 168(C).
  • Handle: RePEc:eee:enepol:v:168:y:2022:i:c:s0301421522003640
    DOI: 10.1016/j.enpol.2022.113139
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    as
    1. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    2. Mussini, Mauro, 2020. "Inequality and convergence in energy intensity in the European Union," Applied Energy, Elsevier, vol. 261(C).
    3. Kounetas, Konstantinos Elias, 2018. "Energy consumption and CO2 emissions convergence in European Union member countries. A tonneau des Danaides?," Energy Economics, Elsevier, vol. 69(C), pages 111-127.
    4. Martin Bijsterbosch & Marcin Kolasa, 2010. "FDI and productivity convergence in Central and Eastern Europe: an industry-level investigation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 689-712, January.
    5. Aseem Prakash & Matthew Potoski, 2006. "Racing to the Bottom? Trade, Environmental Governance, and ISO 14001," American Journal of Political Science, John Wiley & Sons, vol. 50(2), pages 350-364, April.
    6. Ivanovski, Kris & Awaworyi Churchill, Sefa & Smyth, Russell, 2018. "A club convergence analysis of per capita energy consumption across Australian regions and sectors," Energy Economics, Elsevier, vol. 76(C), pages 519-531.
    7. Xiaoyang Chen,Maggie & Lin,Chuanhao, 2018. "Foreign Investment across the Belt and Road : Patterns, Determinants, and Effects," Policy Research Working Paper Series 8607, The World Bank.
    8. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    9. Alicia Garcia Herrero & Jianwei Xu, 2017. "China's Belt and Road Initiative: Can Europe Expect Trade Gains?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 25(6), pages 84-99, November.
    10. Bai, Caiquan & Feng, Chen & Du, Kerui & Wang, Yuansheng & Gong, Yuan, 2020. "Understanding spatial-temporal evolution of renewable energy technology innovation in China: Evidence from convergence analysis," Energy Policy, Elsevier, vol. 143(C).
    11. Miketa, Asami & Mulder, Peter, 2005. "Energy productivity across developed and developing countries in 10 manufacturing sectors: Patterns of growth and convergence," Energy Economics, Elsevier, vol. 27(3), pages 429-453, May.
    12. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    13. Moller, Lars Christian & Wacker, Konstantin M., 2017. "Explaining Ethiopia’s Growth Acceleration—The Role of Infrastructure and Macroeconomic Policy," World Development, Elsevier, vol. 96(C), pages 198-215.
    14. Mishra, Vinod & Smyth, Russell, 2017. "Conditional convergence in Australia's energy consumption at the sector level," Energy Economics, Elsevier, vol. 62(C), pages 396-403.
    15. Liu, Chang & Hong, Tao & Li, Huaifeng & Wang, Lili, 2018. "From club convergence of per capita industrial pollutant emissions to industrial transfer effects: An empirical study across 285 cities in China," Energy Policy, Elsevier, vol. 121(C), pages 300-313.
    16. Mishra, Vinod & Smyth, Russell, 2014. "Convergence in energy consumption per capita among ASEAN countries," Energy Policy, Elsevier, vol. 73(C), pages 180-185.
    17. Han, Lei & Han, Botang & Shi, Xunpeng & Su, Bin & Lv, Xin & Lei, Xiao, 2018. "Energy efficiency convergence across countries in the context of China’s Belt and Road initiative," Applied Energy, Elsevier, vol. 213(C), pages 112-122.
    18. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    19. Mulder, Peter & de Groot, Henri L.F., 2012. "Structural change and convergence of energy intensity across OECD countries, 1970–2005," Energy Economics, Elsevier, vol. 34(6), pages 1910-1921.
    20. Bruce Blonigen, 2005. "A Review of the Empirical Literature on FDI Determinants," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 33(4), pages 383-403, December.
    21. Horta, Isabel M. & Camanho, Ana S., 2015. "A nonparametric methodology for evaluating convergence in a multi-input multi-output setting," European Journal of Operational Research, Elsevier, vol. 246(2), pages 554-561.
    22. Tan, Xiujie & Choi, Yongrok & Wang, Banban & Huang, Xiaoqi, 2020. "Does China's carbon regulatory policy improve total factor carbon efficiency? A fixed-effect panel stochastic frontier analysis," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    23. Hao, Yu & Peng, Hui, 2017. "On the convergence in China's provincial per capita energy consumption: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 68(C), pages 31-43.
    24. Zhang, Yu & Jin, Warren & Xu, Miao, 2021. "Total factor efficiency and convergence analysis of renewable energy in Latin American countries," Renewable Energy, Elsevier, vol. 170(C), pages 785-795.
    25. Salameh, Mamdouh G., 2003. "Quest for Middle East oil: the US versus the Asia-Pacific region," Energy Policy, Elsevier, vol. 31(11), pages 1085-1091, September.
    26. Liu, Tie-Ying & Lee, Chien-Chiang, 2020. "Convergence of the world’s energy use," Resource and Energy Economics, Elsevier, vol. 62(C).
    27. Qi, Shaozhou & Peng, Huarong & Zhang, Xiaoling & Tan, Xiujie, 2019. "Is energy efficiency of Belt and Road Initiative countries catching up or falling behind? Evidence from a panel quantile regression approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    28. Wei, Zixiang & Han, Botang & Pan, Xiuzhen & Shahbaz, Muhammad & Zafar, Muhammad Wasif, 2020. "Effects of diversified openness channels on the total-factor energy efficiency in China's manufacturing sub-sectors: Evidence from trade and FDI spillovers," Energy Economics, Elsevier, vol. 90(C).
    29. Fernando Ascensão & Lenore Fahrig & Anthony P. Clevenger & Richard T. Corlett & Jochen A. G. Jaeger & William F. Laurance & Henrique M. Pereira, 2018. "Environmental challenges for the Belt and Road Initiative," Nature Sustainability, Nature, vol. 1(5), pages 206-209, May.
    30. Zhao, Zhibo & Shi, Xunpeng & Zhao, Lingdi & Zhang, Jinggu, 2020. "Extending production-theoretical decomposition analysis to environmentally sensitive growth: Case study of Belt and Road Initiative countries," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    31. Zhu, Junpeng & Lin, Boqiang, 2020. "Convergence analysis of city-level energy intensity in China," Energy Policy, Elsevier, vol. 139(C).
    32. Yue-Jun Zhang & Yan-Lin Jin & Bo Shen, 2020. "Measuring the Energy Saving and CO2 Emissions Reduction Potential Under China’s Belt and Road Initiative," Computational Economics, Springer;Society for Computational Economics, vol. 55(4), pages 1095-1116, April.
    33. Dong, Yan & Tian, Jinhuan & Ye, Jingjing, 2021. "Environmental regulation and foreign direct investment: Evidence from China's outward FDI," Finance Research Letters, Elsevier, vol. 39(C).
    34. Peter Mulder, 2015. "International Specialization, Structural Change and the Evolution of Manufacturing Energy Intensity in OECD Countries," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    35. Razzaq, Asif & An, Hui & Delpachitra, Sarath, 2021. "Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    36. Hu, Jin-Li & Wang, Shih-Chuan, 2006. "Total-factor energy efficiency of regions in China," Energy Policy, Elsevier, vol. 34(17), pages 3206-3217, November.
    37. Jianhuan Huang & Yantuan Yu & Chunbo Ma, 2018. "Energy Efficiency Convergence in China: Catch-Up, Lock-In and Regulatory Uniformity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 107-130, May.
    38. Jain, Princy & Goswami, Binoy, 2021. "Energy efficiency in South Asia: Trends and determinants," Energy, Elsevier, vol. 221(C).
    39. Parker, Steven & Liddle, Brantley, 2017. "Economy-wide and manufacturing energy productivity transition paths and club convergence for OECD and non-OECD countries," Energy Economics, Elsevier, vol. 62(C), pages 338-346.
    40. Nugent, Jeffrey B. & Lu, Jiaxuan, 2021. "China's outward foreign direct investment in the Belt and Road Initiative: What are the motives for Chinese firms to invest?," China Economic Review, Elsevier, vol. 68(C).
    41. Carlino, Gerald A. & Mills, Leonard O., 1993. "Are U.S. regional incomes converging? : A time series analysis," Journal of Monetary Economics, Elsevier, vol. 32(2), pages 335-346, November.
    42. Moutinho, Victor & Robaina-Alves, Margarita & Mota, Jorge, 2014. "Carbon dioxide emissions intensity of Portuguese industry and energy sectors: A convergence analysis and econometric approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 438-449.
    43. Cheng, Zhonghua & Liu, Jun & Li, Lianshui & Gu, Xinbei, 2020. "Research on meta-frontier total-factor energy efficiency and its spatial convergence in Chinese provinces," Energy Economics, Elsevier, vol. 86(C).
    44. Sadik, Ali T. & Bolbol, Ali A., 2001. "Capital Flows, FDI, and Technology Spillovers: Evidence from Arab Countries," World Development, Elsevier, vol. 29(12), pages 2111-2125, December.
    45. Zhai, Fan, 2018. "China’s belt and road initiative: A preliminary quantitative assessment," Journal of Asian Economics, Elsevier, vol. 55(C), pages 84-92.
    46. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    47. Lili Kang & Fei Peng & Yu Zhu & An Pan, 2018. "Harmony in Diversity: Can the One Belt One Road Initiative Promote China’s Outward Foreign Direct Investment?," Sustainability, MDPI, vol. 10(9), pages 1-28, September.
    48. 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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