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Erschienen in: Quality & Quantity 4/2019

01.02.2019

On the nonlinear relationship between energy consumption and economic development in China: new evidence from panel data threshold estimations

verfasst von: Xiao-Ying Dong, Qiying Ran, Yu Hao

Erschienen in: Quality & Quantity | Ausgabe 4/2019

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Abstract

According to China’s thirteenth “Five-Year Plan (2016–2020)”, the economic and social transition to the sustainable style has become the consensus of the Chinese government and the academic world. Given the important role of energy in China’s economic and social development, it is quite important to understand the effects of energy consumption on economic development. Despite a large body of literature in this field, very few studies have investigated the nonlinear relationship between the two. Based on the neoclassical growth model and the Cobb–Douglas production function, the present study uses the panel threshold regression model and provincial panel data covering the period 1985–2014 to investigate whether a nonlinear relationship exists between energy consumption and economic growth. The estimation results indicate that, although there is no evidence for such a nonlinear relationship for the whole nation, a single threshold exists for both eastern and noneastern regions; however, the elasticity of GDP with respect to energy consumption does not vary significantly either before and after the threshold is reached. Therefore, as China’s economy enters the phase of “new normal,” with a relatively lower growth rate, sufficient and reliable energy input is still required to maintain reasonable and sustainable economic growth.

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Fußnoten
1
At the beginning of 2009, China formulated a comprehensive plan to promote the development of ten major industries that were severely affected by the global financial crisis; these include steel, automobile, shipbuilding, petrochemical, textile, light manufacturing, nonferrous metal, equipment manufacturing, electronic information, and logistics.
 
2
On November 9, 2008, the State Council of China announced a stimulus package of four trillion Chinese yuan to shore up China’s economy from the negative impact of the global financial crisis. After this program was launched, a series of infrastructural facilities, such as highways and high-speed railways, were built. At the same time, many small-scale industrial factories and plants were set up, many of which were energy- and pollution-intensive. Therefore, some scholars opined that the “Four Trillion” stimulus program should be blamed for the surge in energy consumption and environmental deterioration in recent years (Hao and Wei 2015).
 
3
The term of “new normal” was originally raised by China’s president Xi Jinping in May 2014. To sum up, there are three important features of “new normal”. First of all, China’s economic growth would shift gear from the previous high speed to a medium-to-high speed. Second, there would be consistent and continuous improvement and upgradation of economic structure. Third, the growth engine of China’s economy would change from input and investment to innovation gradually. For more background information of China’s “new normal”, one could refer to http://​www.​chinadaily.​com.​cn/​china/​19thcpcnationalc​ongress/​2017-10/​05/​content_​32869258.​htm.
 
4
Please refer to the following website for details about the China Energy Statistical Yearbook (2014) http://​tongji.​cnki.​net/​kns55/​Navi/​result.​aspx?​id=​N2015110114&​file=​N201511011400004​9&​floor=​1.
 
5
Please refer to the following website for details about the portal website of the Ministry of Land and Resources in China www.​mlr.​gov.​cn.
 
6
Bohai-Rim Economic Circle: The 14th CPC National Congress report demanded acceleration of the development and opening of the Bohai-rim area and listed this area as one of the key development regions in China. Relevant departments also officially established the concept of the “Bohai-Rim Economic Circle” and made separate regional planning.
 
7
Yangtze River Economic Circle usually refers to the urban group in the Yangtze river delta. It is one of the most populous regions with the most vigorous economy, the highest opening degree, and the strongest innovation abilities and absorption abilities. As an important convergence region of “One Belt and One Road” and the Yangtze River Economic Region, the Yangtze River Economic Circle has a dominant strategic status in modernization construction and the overall opening-up pattern.
 
8
Please refer to the following website for details of the Western Development Eleventh Five-Year Plan
 
Literatur
Zurück zum Zitat Ali, H.S., Law, S.H., Zannah, T.I.: Dynamic impact of urbanization, economic growth, energy consumption, and trade openness on CO2 emissions in Nigeria. Environ. Sci. Pollut. Res. 23(12), 12435–12443 (2016)CrossRef Ali, H.S., Law, S.H., Zannah, T.I.: Dynamic impact of urbanization, economic growth, energy consumption, and trade openness on CO2 emissions in Nigeria. Environ. Sci. Pollut. Res. 23(12), 12435–12443 (2016)CrossRef
Zurück zum Zitat Alper, A., Oguz, O.: The role of renewable energy consumption in economic growth: evidence from asymmetric causality. Renew. Sustain. Energy Rev. 60, 953–959 (2016)CrossRef Alper, A., Oguz, O.: The role of renewable energy consumption in economic growth: evidence from asymmetric causality. Renew. Sustain. Energy Rev. 60, 953–959 (2016)CrossRef
Zurück zum Zitat Alshehry, A.S., Belloumi, M.: Energy consumption, carbon dioxide emissions and economic growth: the case of Saudi Arabia. Renew. Sustain. Energy Rev. 41, 237–247 (2015)CrossRef Alshehry, A.S., Belloumi, M.: Energy consumption, carbon dioxide emissions and economic growth: the case of Saudi Arabia. Renew. Sustain. Energy Rev. 41, 237–247 (2015)CrossRef
Zurück zum Zitat Bai, J., Perron, P.: Estimating and testing linear models with multiple structural changes. Econometrica. 66(1), 47–78 (1998)CrossRef Bai, J., Perron, P.: Estimating and testing linear models with multiple structural changes. Econometrica. 66(1), 47–78 (1998)CrossRef
Zurück zum Zitat Begum, R.A., Sohag, K., Abdullah, S.M.S., Jaafar, M.: CO2 emissions, energy consumption, economic and population growth in Malaysia. Renew. Sustain. Energy Rev. 41, 594–601 (2015)CrossRef Begum, R.A., Sohag, K., Abdullah, S.M.S., Jaafar, M.: CO2 emissions, energy consumption, economic and population growth in Malaysia. Renew. Sustain. Energy Rev. 41, 594–601 (2015)CrossRef
Zurück zum Zitat Bölük, G., Mert, M.: Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: evidence from a panel of EU (European Union) countries. Energy 74, 439–446 (2014)CrossRef Bölük, G., Mert, M.: Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: evidence from a panel of EU (European Union) countries. Energy 74, 439–446 (2014)CrossRef
Zurück zum Zitat Chen, S.: The evaluation indicator of ecological development transition in China’s regional economy. Ecol. Ind. 51, 42–52 (2015)CrossRef Chen, S.: The evaluation indicator of ecological development transition in China’s regional economy. Ecol. Ind. 51, 42–52 (2015)CrossRef
Zurück zum Zitat Chiou-Wei, S.Z., Chen, C.F., Zhu, Z.: Economic growth and energy consumption revisited—evidence from linear and nonlinear Granger causality. Energy Econ. 30(6), 3063–3076 (2008)CrossRef Chiou-Wei, S.Z., Chen, C.F., Zhu, Z.: Economic growth and energy consumption revisited—evidence from linear and nonlinear Granger causality. Energy Econ. 30(6), 3063–3076 (2008)CrossRef
Zurück zum Zitat Chiou-Wei, S.Z., Zhu, Z., Chen, S.H., Hsueh, S.P.: Controlling for relevant variables: energy consumption and economic growth nexus revisited in an EGARCH-M (Exponential GARCH-in-Mean) model. Energy 109, 391–399 (2016)CrossRef Chiou-Wei, S.Z., Zhu, Z., Chen, S.H., Hsueh, S.P.: Controlling for relevant variables: energy consumption and economic growth nexus revisited in an EGARCH-M (Exponential GARCH-in-Mean) model. Energy 109, 391–399 (2016)CrossRef
Zurück zum Zitat Dai, H., Masui, T., Matsuoka, Y., Fujimori, S.: Assessment of China’s climate commitment and non-fossil energy plan towards 2020 using hybrid AIM/CGE model. Energy Policy 39(5), 2875–2887 (2011)CrossRef Dai, H., Masui, T., Matsuoka, Y., Fujimori, S.: Assessment of China’s climate commitment and non-fossil energy plan towards 2020 using hybrid AIM/CGE model. Energy Policy 39(5), 2875–2887 (2011)CrossRef
Zurück zum Zitat Dhakal, S.: Urban energy use and carbon emissions from cities in China and policy implications. Energy Policy 37(11), 4208–4219 (2009)CrossRef Dhakal, S.: Urban energy use and carbon emissions from cities in China and policy implications. Energy Policy 37(11), 4208–4219 (2009)CrossRef
Zurück zum Zitat Dergiades, T., Martinopoulos, G., Tsoulfidis, L.: Energy consumption and economic growth: parametric and non-parametric causality testing for the case of Greece. Energy economics 36, 686–697 (2013)CrossRef Dergiades, T., Martinopoulos, G., Tsoulfidis, L.: Energy consumption and economic growth: parametric and non-parametric causality testing for the case of Greece. Energy economics 36, 686–697 (2013)CrossRef
Zurück zum Zitat Dong, X.Y., Hao, Y.: Would income inequality affect electricity consumption? Evidence from China. Energy 142, 215–227 (2018)CrossRef Dong, X.Y., Hao, Y.: Would income inequality affect electricity consumption? Evidence from China. Energy 142, 215–227 (2018)CrossRef
Zurück zum Zitat Démurger, S.: Infrastructure development and economic growth: an explanation for regional disparities in China? J. Comp. Econ. 29(1), 95–117 (2001)CrossRef Démurger, S.: Infrastructure development and economic growth: an explanation for regional disparities in China? J. Comp. Econ. 29(1), 95–117 (2001)CrossRef
Zurück zum Zitat Du, J., Zhang, Y.: Does One Belt One Road initiative promote Chinese overseas direct investment? China Econ. Rev. 47, 189–205 (2018)CrossRef Du, J., Zhang, Y.: Does One Belt One Road initiative promote Chinese overseas direct investment? China Econ. Rev. 47, 189–205 (2018)CrossRef
Zurück zum Zitat Fang, Y.: Economic welfare impacts from renewable energy consumption: the China experience. Renew. Sustain. Energy Rev. 15(9), 5120–5128 (2011)CrossRef Fang, Y.: Economic welfare impacts from renewable energy consumption: the China experience. Renew. Sustain. Energy Rev. 15(9), 5120–5128 (2011)CrossRef
Zurück zum Zitat Hansen, B.E.: Threshold effects in non-dynamic panels: estimation, testing, and inference. J. Econom. 93(2), 345–368 (1999)CrossRef Hansen, B.E.: Threshold effects in non-dynamic panels: estimation, testing, and inference. J. Econom. 93(2), 345–368 (1999)CrossRef
Zurück zum Zitat Hao, Y., Wei, Y.M.: When does the turning point in China’s CO2 emissions occur? Results based on the Green Solow model. Environ. Dev. Econ. 20(6), 723–745 (2015)CrossRef Hao, Y., Wei, Y.M.: When does the turning point in China’s CO2 emissions occur? Results based on the Green Solow model. Environ. Dev. Econ. 20(6), 723–745 (2015)CrossRef
Zurück zum Zitat Hossain, M.S.: Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy 39(11), 6991–6999 (2011)CrossRef Hossain, M.S.: Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy 39(11), 6991–6999 (2011)CrossRef
Zurück zum Zitat Huang, B.N., Hwang, M.J., Yang, C.W.: Causal relationship between energy consumption and GDP growth revisited: a dynamic panel data approach. Ecol. Econ. 67(1), 41–54 (2008)CrossRef Huang, B.N., Hwang, M.J., Yang, C.W.: Causal relationship between energy consumption and GDP growth revisited: a dynamic panel data approach. Ecol. Econ. 67(1), 41–54 (2008)CrossRef
Zurück zum Zitat Inglesi-Lotz, R.: The impact of renewable energy consumption to economic growth: a panel data application. Energy Econ. 53, 58–63 (2016)CrossRef Inglesi-Lotz, R.: The impact of renewable energy consumption to economic growth: a panel data application. Energy Econ. 53, 58–63 (2016)CrossRef
Zurück zum Zitat Jebli, M.B., Youssef, S.B., Ozturk, I.: Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol. Ind. 60, 824–831 (2016)CrossRef Jebli, M.B., Youssef, S.B., Ozturk, I.: Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol. Ind. 60, 824–831 (2016)CrossRef
Zurück zum Zitat Kangning, X., Jian, H.: Resource curse effect on regional economy in China: another explanation to regional discrepancy. Economist 6, 96–102 (2005) Kangning, X., Jian, H.: Resource curse effect on regional economy in China: another explanation to regional discrepancy. Economist 6, 96–102 (2005)
Zurück zum Zitat Kasman, A., Duman, Y.S.: CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ. Model. 44, 97–103 (2015)CrossRef Kasman, A., Duman, Y.S.: CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ. Model. 44, 97–103 (2015)CrossRef
Zurück zum Zitat Kraft, J., Kraft, A.: On the relationship between energy and GNP. J. Energy Dev. 3(2), 401–403 (1978) Kraft, J., Kraft, A.: On the relationship between energy and GNP. J. Energy Dev. 3(2), 401–403 (1978)
Zurück zum Zitat Kuan, C., Hongchang, W., Yuxin, Z., Jefferson, G.H., Rawski, T.G.: Productivity change in Chinese industry: 1953–1985. J. Comp. Econ. 12(4), 570–591 (1988)CrossRef Kuan, C., Hongchang, W., Yuxin, Z., Jefferson, G.H., Rawski, T.G.: Productivity change in Chinese industry: 1953–1985. J. Comp. Econ. 12(4), 570–591 (1988)CrossRef
Zurück zum Zitat Liu, Y., Hao, Y., Gao, Y.: The environmental consequences of domestic and foreign investment: evidence from China. Energy Policy 108, 271–280 (2017)CrossRef Liu, Y., Hao, Y., Gao, Y.: The environmental consequences of domestic and foreign investment: evidence from China. Energy Policy 108, 271–280 (2017)CrossRef
Zurück zum Zitat Long, X., Naminse, E.Y., Du, J., Zhuang, J.: Nonrenewable energy, renewable energy, carbon dioxide emissions and economic growth in China from 1952 to 2012. Renew. Sustain. Energy Rev. 52, 680–688 (2015)CrossRef Long, X., Naminse, E.Y., Du, J., Zhuang, J.: Nonrenewable energy, renewable energy, carbon dioxide emissions and economic growth in China from 1952 to 2012. Renew. Sustain. Energy Rev. 52, 680–688 (2015)CrossRef
Zurück zum Zitat Meadows, D.H., Meadows, D.H., Randers, J., Behrens III, W.W.: The Limits to Growth: A Report to the Club of Rome (1972). Universe Books, New York (1972) Meadows, D.H., Meadows, D.H., Randers, J., Behrens III, W.W.: The Limits to Growth: A Report to the Club of Rome (1972). Universe Books, New York (1972)
Zurück zum Zitat Meng, M., Fu, Y., Wang, X.: Decoupling, decomposition and forecasting analysis of China’s fossil energy consumption from industrial output. J. Clean. Prod. 177, 752–759 (2018)CrossRef Meng, M., Fu, Y., Wang, X.: Decoupling, decomposition and forecasting analysis of China’s fossil energy consumption from industrial output. J. Clean. Prod. 177, 752–759 (2018)CrossRef
Zurück zum Zitat Nie, P.Y., Yang, Y.C.: Effects of energy price fluctuations on industries with energy inputs: an application to China. Appl. Energy 165, 329–334 (2016)CrossRef Nie, P.Y., Yang, Y.C.: Effects of energy price fluctuations on industries with energy inputs: an application to China. Appl. Energy 165, 329–334 (2016)CrossRef
Zurück zum Zitat Ouyang, Y., Li, P.: On the nexus of financial development, economic growth, and energy consumption in China: new perspective from a GMM panel VAR approach. Energy Econ. 71, 238–252 (2018)CrossRef Ouyang, Y., Li, P.: On the nexus of financial development, economic growth, and energy consumption in China: new perspective from a GMM panel VAR approach. Energy Econ. 71, 238–252 (2018)CrossRef
Zurück zum Zitat Rezitis, A.N., Ahammad, S.M.: The relationship between energy consumption and economic growth in South and Southeast Asian countries: a panel VAR approach and causality analysis (2015) Rezitis, A.N., Ahammad, S.M.: The relationship between energy consumption and economic growth in South and Southeast Asian countries: a panel VAR approach and causality analysis (2015)
Zurück zum Zitat Saidi, K., Hammami, S.: The impact of CO2 emissions and economic growth on energy consumption in 58 countries. Energy Rep. 1, 62–70 (2015)CrossRef Saidi, K., Hammami, S.: The impact of CO2 emissions and economic growth on energy consumption in 58 countries. Energy Rep. 1, 62–70 (2015)CrossRef
Zurück zum Zitat Sathaye, J.A., Meyers, S.: Greenhouse Gas Mitigation Assessment: A Guidebook, vol. 6. Springer, Berlin (2013) Sathaye, J.A., Meyers, S.: Greenhouse Gas Mitigation Assessment: A Guidebook, vol. 6. Springer, Berlin (2013)
Zurück zum Zitat Shahbaz, M., Khan, S., Tahir, M.I.: The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy Econ. 40, 8–21 (2013)CrossRef Shahbaz, M., Khan, S., Tahir, M.I.: The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy Econ. 40, 8–21 (2013)CrossRef
Zurück zum Zitat Shan, H.J.: Estimation of China’s capital stock K: from 1952 to 2006. J. Quant. Tech. Econ. 25(10), 17–31 (2008). (In Chinese) Shan, H.J.: Estimation of China’s capital stock K: from 1952 to 2006. J. Quant. Tech. Econ. 25(10), 17–31 (2008). (In Chinese)
Zurück zum Zitat Shan, Y., Liu, J., Liu, Z., Xu, X., Shao, S., Wang, P., Guan, D.: New provincial CO2 emission inventories in China based on apparent energy consumption data and updated emission factors. Appl. Energy 184, 742–750 (2016)CrossRef Shan, Y., Liu, J., Liu, Z., Xu, X., Shao, S., Wang, P., Guan, D.: New provincial CO2 emission inventories in China based on apparent energy consumption data and updated emission factors. Appl. Energy 184, 742–750 (2016)CrossRef
Zurück zum Zitat Shi, H., Huang, S.: How much infrastructure is too much? A new approach and evidence from China. World Dev. 56, 272–286 (2014)CrossRef Shi, H., Huang, S.: How much infrastructure is too much? A new approach and evidence from China. World Dev. 56, 272–286 (2014)CrossRef
Zurück zum Zitat Sun, Z., Chang, C.P., Hao, Y.: Fiscal decentralization and China’s provincial economic growth: a panel data analysis for China’s tax sharing system. Qual. Quant. 51(5), 2267–2289 (2017)CrossRef Sun, Z., Chang, C.P., Hao, Y.: Fiscal decentralization and China’s provincial economic growth: a panel data analysis for China’s tax sharing system. Qual. Quant. 51(5), 2267–2289 (2017)CrossRef
Zurück zum Zitat Tang, C.F., Tan, B.W., Ozturk, I.: Energy consumption and economic growth in Vietnam. Renew. Sustain. Energy Rev. 54, 1506–1514 (2016)CrossRef Tang, C.F., Tan, B.W., Ozturk, I.: Energy consumption and economic growth in Vietnam. Renew. Sustain. Energy Rev. 54, 1506–1514 (2016)CrossRef
Zurück zum Zitat Tong, H.: On a Threshold Model, vol. 29, pp. 575–586. Sijthoff & Noordhoff, Amsterdam (1978) Tong, H.: On a Threshold Model, vol. 29, pp. 575–586. Sijthoff & Noordhoff, Amsterdam (1978)
Zurück zum Zitat Wagner, M.: The carbon Kuznets curve: a cloudy picture emitted by bad econometrics? Resour. Energy Econ. 30(3), 388–408 (2008)CrossRef Wagner, M.: The carbon Kuznets curve: a cloudy picture emitted by bad econometrics? Resour. Energy Econ. 30(3), 388–408 (2008)CrossRef
Zurück zum Zitat Wang, Q., Zeng, Y.E., Wu, B.W.: Exploring the relationship between urbanization, energy consumption, and CO2 emissions in different provinces of China. Renew. Sustain. Energy Rev. 54, 1563–1579 (2016a)CrossRef Wang, Q., Zeng, Y.E., Wu, B.W.: Exploring the relationship between urbanization, energy consumption, and CO2 emissions in different provinces of China. Renew. Sustain. Energy Rev. 54, 1563–1579 (2016a)CrossRef
Zurück zum Zitat Wang, Q.: Fixed-effect panel threshold model using Stata. Stata J. 15(1), 121–134 (2015)CrossRef Wang, Q.: Fixed-effect panel threshold model using Stata. Stata J. 15(1), 121–134 (2015)CrossRef
Zurück zum Zitat Wei, Y.D., Liefner, I.: Globalization, industrial restructuring, and regional development in China. Appl. Geogr. 32(1), 102–105 (2012)CrossRef Wei, Y.D., Liefner, I.: Globalization, industrial restructuring, and regional development in China. Appl. Geogr. 32(1), 102–105 (2012)CrossRef
Zurück zum Zitat Wang, S., Fang, C., Guan, X., Pang, B., Ma, H.: Urbanisation, energy consumption, and carbon dioxide emissions in China: a panel data analysis of China’s provinces. Appl. Energy 136, 738–749 (2014)CrossRef Wang, S., Fang, C., Guan, X., Pang, B., Ma, H.: Urbanisation, energy consumption, and carbon dioxide emissions in China: a panel data analysis of China’s provinces. Appl. Energy 136, 738–749 (2014)CrossRef
Zurück zum Zitat Wang, S.S., Zhou, D.Q., Zhou, P., Wang, Q.W.: CO2 emissions, energy consumption and economic growth in China: a panel data analysis. Energy Policy 39(9), 4870–4875 (2011)CrossRef Wang, S.S., Zhou, D.Q., Zhou, P., Wang, Q.W.: CO2 emissions, energy consumption and economic growth in China: a panel data analysis. Energy Policy 39(9), 4870–4875 (2011)CrossRef
Zurück zum Zitat Wang, S., Li, Q., Fang, C., Zhou, C.: The relationship between economic growth, energy consumption, and CO2 emissions: empirical evidence from China. Sci. Total Environ. 542, 360–371 (2016b)CrossRef Wang, S., Li, Q., Fang, C., Zhou, C.: The relationship between economic growth, energy consumption, and CO2 emissions: empirical evidence from China. Sci. Total Environ. 542, 360–371 (2016b)CrossRef
Zurück zum Zitat Wang, Z.X., Ye, D.J.: Forecasting Chinese carbon emissions from fossil energy consumption using non-linear grey multivariable models. J. Clean. Prod. 142, 600–612 (2017)CrossRef Wang, Z.X., Ye, D.J.: Forecasting Chinese carbon emissions from fossil energy consumption using non-linear grey multivariable models. J. Clean. Prod. 142, 600–612 (2017)CrossRef
Zurück zum Zitat Wu, H.Q., Shi, Y., Xia, Q., Zhu, W.D.: Effectiveness of the policy of circular economy in China: a DEA-based analysis for the period of 11th five-year-plan. Resour. Conserv. Recycl. 83, 163–175 (2014)CrossRef Wu, H.Q., Shi, Y., Xia, Q., Zhu, W.D.: Effectiveness of the policy of circular economy in China: a DEA-based analysis for the period of 11th five-year-plan. Resour. Conserv. Recycl. 83, 163–175 (2014)CrossRef
Zurück zum Zitat Yuan, C., Liu, S., Wu, J.: Research on energy-saving effect of technological progress based on Cobb–Douglas production function. Energy Policy 37(8), 2842–2846 (2009)CrossRef Yuan, C., Liu, S., Wu, J.: Research on energy-saving effect of technological progress based on Cobb–Douglas production function. Energy Policy 37(8), 2842–2846 (2009)CrossRef
Zurück zum Zitat Yuan, J.H., Kang, J.G., Zhao, C.H., Hu, Z.G.: Energy consumption and economic growth: evidence from China at both aggregated and disaggregated levels. Energy Econ. 30(6), 3077–3094 (2008)CrossRef Yuan, J.H., Kang, J.G., Zhao, C.H., Hu, Z.G.: Energy consumption and economic growth: evidence from China at both aggregated and disaggregated levels. Energy Econ. 30(6), 3077–3094 (2008)CrossRef
Zurück zum Zitat Zhang, C., Lin, Y.: Panel estimation for urbanization, energy consumption and CO 2 emissions: a regional analysis in China. Energy Policy 49, 488–498 (2012)CrossRef Zhang, C., Lin, Y.: Panel estimation for urbanization, energy consumption and CO 2 emissions: a regional analysis in China. Energy Policy 49, 488–498 (2012)CrossRef
Zurück zum Zitat Zhang, D.: Oil shock and economic growth in Japan: a nonlinear approach. Energy Econ. 30(5), 2374–2390 (2008)CrossRef Zhang, D.: Oil shock and economic growth in Japan: a nonlinear approach. Energy Econ. 30(5), 2374–2390 (2008)CrossRef
Zurück zum Zitat Zhang, Y.J., Da, Y.B.: The decomposition of energy-related carbon emission and its decoupling with economic growth in China. Renew. Sustain. Energy Rev. 41, 1255–1266 (2015)CrossRef Zhang, Y.J., Da, Y.B.: The decomposition of energy-related carbon emission and its decoupling with economic growth in China. Renew. Sustain. Energy Rev. 41, 1255–1266 (2015)CrossRef
Zurück zum Zitat Zhang, J., Wang, G.: Energy saving technologies and productive efficiency in the Chinese iron and steel sector. Energy 33(4), 525–537 (2008)CrossRef Zhang, J., Wang, G.: Energy saving technologies and productive efficiency in the Chinese iron and steel sector. Energy 33(4), 525–537 (2008)CrossRef
Zurück zum Zitat Zhang, C., Xu, J.: Retesting the causality between energy consumption and GDP in China: evidence from sectoral and regional analyses using dynamic panel data. Energy Economics 34(6), 1782–1789 (2012)CrossRef Zhang, C., Xu, J.: Retesting the causality between energy consumption and GDP in China: evidence from sectoral and regional analyses using dynamic panel data. Energy Economics 34(6), 1782–1789 (2012)CrossRef
Zurück zum Zitat Zhang, Q., Liao, H., Hao, Y.: Does one path fit all? An empirical study on the relationship between energy consumption and economic development for individual Chinese provinces. Energy 150, 527–543 (2018)CrossRef Zhang, Q., Liao, H., Hao, Y.: Does one path fit all? An empirical study on the relationship between energy consumption and economic development for individual Chinese provinces. Energy 150, 527–543 (2018)CrossRef
Metadaten
Titel
On the nonlinear relationship between energy consumption and economic development in China: new evidence from panel data threshold estimations
verfasst von
Xiao-Ying Dong
Qiying Ran
Yu Hao
Publikationsdatum
01.02.2019
Verlag
Springer Netherlands
Erschienen in
Quality & Quantity / Ausgabe 4/2019
Print ISSN: 0033-5177
Elektronische ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-019-00841-5

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