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Financial development, openness, innovation, carbon emissions, and economic growth in China

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  • Li, Guangchen
  • Wei, Weixian

Abstract

Drawing on balanced panel data of 30 Chinese provinces in 1987–2017, this paper examines the impact of carbon emissions on economic growth through the panel smooth transition regression model. Estimation is conducted based on the whole sample as well as the northern region and southern region subsamples. Empirical results reveal that: i) noticeable non-linear relationships do exist among carbon emissions, financial development, openness, innovation, and economic growth; and ii) carbon emissions attenuate the promoting effects of financial development and innovation on economic growth, which is also confirmed by using energy consumption as the transition variable; and iii) subsample estimations further discover that the impact of carbon emissions on economic growth is significantly different between the two regions, with the northern region having a lower carbon emissions threshold but quicker transition speed.

Suggested Citation

  • Li, Guangchen & Wei, Weixian, 2021. "Financial development, openness, innovation, carbon emissions, and economic growth in China," Energy Economics, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:eneeco:v:97:y:2021:i:c:s0140988321000992
    DOI: 10.1016/j.eneco.2021.105194
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    as
    1. Chen, Yulong & Wang, Zheng & Zhong, Zhangqi, 2019. "CO2 emissions, economic growth, renewable and non-renewable energy production and foreign trade in China," Renewable Energy, Elsevier, vol. 131(C), pages 208-216.
    2. Ibrahim, Muazu & Alagidede, Paul, 2018. "Nonlinearities in financial development–economic growth nexus: Evidence from sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 46(C), pages 95-104.
    3. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    4. Anupam Das & Biru Paksha Paul, 2011. "Openness and growth in emerging Asian economies: Evidence from GMM estimations of a dynamic panel," Economics Bulletin, AccessEcon, vol. 31(3), pages 2219-2228.
    5. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    6. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    7. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    8. Jordan Shan, 2005. "Does financial development 'lead' economic growth? A vector auto-regression appraisal," Applied Economics, Taylor & Francis Journals, vol. 37(12), pages 1353-1367.
    9. Maria Dacosta & Wayne Carroll, 2001. "Township and Village Enterprises, Openness and Regional Economic Growth in China," Post-Communist Economies, Taylor & Francis Journals, vol. 13(2), pages 229-241.
    10. Chandran Govindaraju, V.G.R. & Tang, Chor Foon, 2013. "The dynamic links between CO2 emissions, economic growth and coal consumption in China and India," Applied Energy, Elsevier, vol. 104(C), pages 310-318.
    11. Hasan, Iftekhar & Wachtel, Paul & Zhou, Mingming, 2009. "Institutional development, financial deepening and economic growth: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 157-170, January.
    12. Wencong Lu & Jianfeng Huang & Oliver Musshoff, 2015. "Climate threshold, financial hoarding and economic growth," Applied Economics, Taylor & Francis Journals, vol. 47(42), pages 4535-4548, September.
    13. Wu, Mingran & Zhao, Min & Wu, Zhaodan, 2019. "Evaluation of development level and economic contribution ratio of science and technology innovation in eastern China," Technology in Society, Elsevier, vol. 59(C).
    14. Xiong, Ailun & Xia, Senmao & Ye, Zhen Peter & Cao, Dongmei & Jing, Yanguo & Li, Hongyi, 2020. "Can innovation really bring economic growth? The role of social filter in China," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 50-61.
    15. Wesseh, Presley K. & Lin, Boqiang, 2017. "Climate change and agriculture under CO2 fertilization effects and farm level adaptation: Where do the models meet?," Applied Energy, Elsevier, vol. 195(C), pages 556-571.
    16. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    17. Anna Ilyina & Roberto Samaniego, 2011. "Technology and Financial Development," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(5), pages 899-921, August.
    18. Chen, Baizhu & Feng, Yi, 2000. "Determinants of economic growth in China: Private enterprise, education, and openness," China Economic Review, Elsevier, vol. 11(1), pages 1-15.
    19. Xiaohui Liu & Peter Burridge & P. J. N. Sinclair, 2002. "Relationships between economic growth, foreign direct investment and trade: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 34(11), pages 1433-1440.
    20. Alam, Md. Mahmudul & Murad, Md. Wahid, 2020. "The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries," Renewable Energy, Elsevier, vol. 145(C), pages 382-390.
    21. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    22. Sophie B鲥au & Antonia López Villavicencio & Val鲩e Mignon, 2012. "Currency misalignments and growth: a new look using nonlinear panel data methods," Applied Economics, Taylor & Francis Journals, vol. 44(27), pages 3503-3511, September.
    23. Roula Inglesi-Lotz & Abdelaziz Hakimi & Majdi Karmani & Rim Boussaada, 2020. "Threshold effects in the patent-growth relationship: a PSTR approach for 60 developed and developing countries," Applied Economics, Taylor & Francis Journals, vol. 52(32), pages 3512-3524, June.
    24. Lean, Hooi Hooi & Smyth, Russell, 2010. "CO2 emissions, electricity consumption and output in ASEAN," Applied Energy, Elsevier, vol. 87(6), pages 1858-1864, June.
    25. Thanh, Su Dinh, 2015. "Threshold effects of infl ation on growth in the ASEAN-5 countries: A Panel Smooth Transition Regression approach," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 20(38), pages 41-48.
    26. Wong Hock Tsen, 2006. "Granger causality tests among openness to international trade, human capital accumulation and economic growth in China: 1952-1999," International Economic Journal, Taylor & Francis Journals, vol. 20(3), pages 285-302.
    27. Wang, Chao & Zhang, Xinyi & Ghadimi, Pezhman & Liu, Qian & Lim, Ming K. & Stanley, H. Eugene, 2019. "The impact of regional financial development on economic growth in Beijing–Tianjin–Hebei region: A spatial econometric analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 521(C), pages 635-648.
    28. Sophie B鲥au & Antonia López Villavicencio & Val鲩e Mignon, 2012. "Currency misalignments and growth: a new look using nonlinear panel data methods," Applied Economics, Taylor & Francis Journals, vol. 44(27), pages 3503-3511, September.
    29. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    30. M. Aristizabal-Ramirez & G. Canavire-Bacarreza & F. Rios-Avila, 2015. "Revisiting the effects of innovation on growth: a threshold analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 22(18), pages 1474-1479, December.
    31. Xianming Fang & Yu Jiang, 2014. "The Promoting Effect of Financial Development on Economic Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 34-50.
    32. Shahbaz, Muhammad, 2012. "Does trade openness affect long run growth? Cointegration, causality and forecast error variance decomposition tests for Pakistan," Economic Modelling, Elsevier, vol. 29(6), pages 2325-2339.
    33. Fry, Maxwell J, 1978. "Money and Capital or Financial Deepening in Economic Development?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 10(4), pages 464-475, November.
    34. Ahmad, Najid & Du, Liangsheng & Lu, Jiye & Wang, Jianlin & Li, Hong-Zhou & Hashmi, Muhammad Zaffar, 2017. "Modelling the CO2 emissions and economic growth in Croatia: Is there any environmental Kuznets curve?," Energy, Elsevier, vol. 123(C), pages 164-172.
    35. Ibrahim, Muazu & Alagidede, Paul, 2018. "Effect of financial development on economic growth in sub-Saharan Africa," Journal of Policy Modeling, Elsevier, vol. 40(6), pages 1104-1125.
    36. Fan, Songmei & Yan, Jingjing & Sha, Jinghua, 2017. "Innovation and economic growth in the mining industry: Evidence from China's listed companies," Resources Policy, Elsevier, vol. 54(C), pages 25-42.
    37. Ghosh, Sajal, 2010. "Examining carbon emissions economic growth nexus for India: A multivariate cointegration approach," Energy Policy, Elsevier, vol. 38(6), pages 3008-3014, June.
    38. Wenying Li & Chen Zhen & Jeffrey H. Dorfman, 2020. "Modelling with flexibility through the business cycle: using a panel smooth transition model to test for the lipstick effect," Applied Economics, Taylor & Francis Journals, vol. 52(25), pages 2694-2704, May.
    39. Prabirjit Sarkar, 2008. "Trade Openness and Growth: Is There Any Link?," Journal of Economic Issues, Taylor & Francis Journals, vol. 42(3), pages 763-785, September.
    40. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
    41. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2010. "CO2 emissions, energy consumption and economic growth in BRIC countries," Energy Policy, Elsevier, vol. 38(12), pages 7850-7860, December.
    42. Dierk Herzer, 2010. "Outward FDI and economic growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(5), pages 476-494, September.
    43. Mazumdar, Joy, 2001. "Imported machinery and growth in LDCs," Journal of Development Economics, Elsevier, vol. 65(1), pages 209-224, June.
    44. Li, Xuehui & Lin, Boqiang, 2013. "Global convergence in per capita CO2 emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 357-363.
    45. Walid Belazreg & Kais Mtar, 2020. "Modelling the causal linkages between trade openness, innovation, financial development and economic growth in OECD Countries," Applied Economics Letters, Taylor & Francis Journals, vol. 27(1), pages 5-8, January.
    46. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran & Bennett, Sara E. & Hall, John H., 2018. "The dynamics between energy consumption patterns, financial sector development and economic growth in Financial Action Task Force (FATF) countries," Energy, Elsevier, vol. 159(C), pages 42-53.
    47. Raghuram G. Rajan & Luigi Zingales, 1998. "Which Capitalism? Lessons Form The East Asian Crisis," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(3), pages 40-48, September.
    48. Azam, Muhammad, 2016. "Does environmental degradation shackle economic growth? A panel data investigation on 11 Asian countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 175-182.
    49. Zhang, Chuanguo & Lin, Yan, 2012. "Panel estimation for urbanization, energy consumption and CO2 emissions: A regional analysis in China," Energy Policy, Elsevier, vol. 49(C), pages 488-498.
    50. Benhabib, Jess & Spiegel, Mark M, 2000. "The Role of Financial Development in Growth and Investment," Journal of Economic Growth, Springer, vol. 5(4), pages 341-360, December.
    51. Anne-Laure Delatte & Julien Fouquau, 2011. "The determinants of international reserves in the emerging countries: a nonlinear approach," Applied Economics, Taylor & Francis Journals, vol. 43(28), pages 4179-4192.
    52. Li, Aijun & Lin, Boqiang, 2013. "Comparing climate policies to reduce carbon emissions in China," Energy Policy, Elsevier, vol. 60(C), pages 667-674.
    53. Jiang, Yanqing, 2011. "Understanding openness and productivity growth in China: An empirical study of the Chinese provinces," China Economic Review, Elsevier, vol. 22(3), pages 290-298, September.
    54. Nordhaus, William D, 1977. "Economic Growth and Climate: The Carbon Dioxide Problem," American Economic Review, American Economic Association, vol. 67(1), pages 341-346, February.
    55. Azlina, A.A. & Law, Siong Hook & Nik Mustapha, Nik Hashim, 2014. "Dynamic linkages among transport energy consumption, income and CO2 emission in Malaysia," Energy Policy, Elsevier, vol. 73(C), pages 598-606.
    56. Hao, Chen, 2006. "Development of financial intermediation and economic growth: The Chinese experience," China Economic Review, Elsevier, vol. 17(4), pages 347-362.
    57. Zhang, Jin & Wang, Lanfang & Wang, Susheng, 2012. "Financial development and economic growth: Recent evidence from China," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 393-412.
    58. Fu-Sheng Hung, 2009. "Explaining the nonlinear effects of financial development on economic growth," Journal of Economics, Springer, vol. 97(1), pages 41-65, May.
    59. Xianming Fang & Yu Jiang, 2014. "The Promoting Effect of Financial Development on Economic Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(1S), pages 34-50, January.
    60. Nasreen, Samia & Anwar, Sofia, 2014. "Causal relationship between trade openness, economic growth and energy consumption: A panel data analysis of Asian countries," Energy Policy, Elsevier, vol. 69(C), pages 82-91.
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