Abstract
This work investigates the dynamic heterogeneous causal links among financial development, construction industry, energy use, and environmental quality across the development levels, for 30 Chinese provinces during the period 2001–2016. For this purpose, a model of environmental quality has been constructed introducing the financial development and construction industry as endogenous factors. A Pedroni’s cointegration is employed and found the long-run cointegrating mechanism among the variables of interest. The dynamic common correlated effects mean group approach (DCCEMGA) is adopted to estimate the impact elasticities. Moreover, for robustness check, a sensitivity analysis is conducted employing common correlated effects mean group approach (CCEMGA). The main results are first, a two-way positive causal bridge is existent between gross domestic product (GDP) and energy use, construction industry and GDP, and financial development and GDP. In terms of the contribution of the construction industry to economic performance, construction industry-driven growth acceleration impact is observed. Second, a one-way positive causal link is identified running from financial development (both the banking sector and stock market) to the construction industry and is termed as finance-driven construction promotion effect. Also, a one-sided positive causal connection is operating from financial development and construction industry to energy use and carbon dioxide emissions. Finally, a standard environmental Kuznets curve (EKC), financial development-augmented EKC, and construction industry-augmented EKC hypotheses are found valid in the whole country and eastern region of China. Based on empirics, a regional heterogeneity has been observed in terms of the degree of impact and statistical significance while comparing the regional panels. The sensitivity analysis proved the empirical results to be robust and reliable. Moreover, based on the findings, policy recommendations are documented.
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Ahmad M, Zhao Z (2018) Causal linkages between energy investment and economic growth : a panel data modelling analysis of China growth. Energy sources, part B econ. Plan Policy 13:363–374. https://doi.org/10.1080/15567249.2018.1495278
Ahmad M, Zhao ZY, Irfan M, Mukeshimana MC (2019a) Empirics on influencing mechanisms among energy, finance, trade, environment, and economic growth: a heterogeneous dynamic panel data analysis of China. Environ Sci Pollut Res 26:14148–14170. https://doi.org/10.1007/s11356-019-04673-6
Ahmad M, Zhao ZY, Li H (2019b) Revealing stylized empirical interactions among construction sector, urbanization, energy consumption, economic growth and CO 2 emissions in China. Sci Total Environ 657:1085–1098. https://doi.org/10.1016/j.scitotenv.2018.12.112
Ahmed K (2017) Revisiting the role of financial development for energy-growth-trade nexus in BRICS economies. Energy 128:487–495. https://doi.org/10.1016/j.energy.2017.04.055
Alagidede P, Mensah JO (2016) Construction , institutions and economic growth in sub-Saharan Africa
Alshehry AS, Belloumi M (2015) Energy consumption, carbon dioxide emissions and economic growth: the case of Saudi Arabia. Renew Sust Energ Rev 41:237–247. https://doi.org/10.1016/j.rser.2014.08.004
Arıoğlu Akan MÖ, Dhavale DG, Sarkis J (2018) Greenhouse gas emissions in the construction industry: an analysis and evaluation of a concrete supply chain. J Clean Prod 167:1195–1207. https://doi.org/10.1016/j.jclepro.2017.07.225
Berk, B.N., 2018. Causality between the construction sector and GDP growth in emerging countries : the case of Turkey 19–36
Boutabba MA (2020) The impact of financial development, income, energy and trade on carbon emissions: evidence from the Indian economy Mohamed Amine Boutabba. Econ Model 40:33–41. https://doi.org/10.1016/j.econmod.2014.03.005
BP Energy Outlook (2018) https://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy.html
Chang S (2015) Effects of financial developments and income on energy consumption. Int Rev Econ Financ 35:28–44. https://doi.org/10.1016/j.iref.2014.08.011
Chang T, Nieh C (2004) Short communication a note on testing the causal link between construction activity and economic growth in Taiwan. 15:591–598. https://doi.org/10.1016/j.asieco.2004.04.003
Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econ 188(2):393–420. https://doi.org/10.1016/j.jeconom.2015.03.007
Dadhich P, Genovese A, Kumar N, Acquaye A (2015) Developing sustainable supply chains in the UK construction industry: a case study. Int J Prod Econ 164:271–284. https://doi.org/10.1016/j.ijpe.2014.12.012
Danish, Zhang B, Wang B, Wang Z (2017) Role of renewable energy and non-renewable energy consumption on EKC: evidence from Pakistan. J Clean Prod 156:855–864. https://doi.org/10.1016/j.jclepro.2017.03.203
Ditzen J (2016) Xtdcce: estimating dynamic common correlated effects in Stata, the spatial economics and econometrics Centre (SEEC), discussion paper series no: 8
Du G, Liu S, Lei N, Huang Y (2018) A test of environmental Kuznets curve for haze pollution in China: evidence from the penal data of 27 capital cities. J Clean Prod 205:821–827. https://doi.org/10.1016/j.jclepro.2018.08.330
Eberhardt, M., Teal, F., 2010. Productivity Analysis in Global Manufacturing Production. Eco-nomics Series, Working Papers: 515. University of Oxford Department of Economics.
Engle R, Granger C (1987) Co-integration and error correction: representation, estimation, and testing. Econometrica 55(2):251–276. https://doi.org/10.2307/1913236
Fan JL, Zhang YJ, Wang B (2017) The impact of urbanization on residential energy consumption in China: an aggregated and disaggregated analysis. Renew Sust Energ Rev 75:220–233. https://doi.org/10.1016/j.rser.2016.10.066
G. S. Maddala, Shaowen Wu, (1999) A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test. Oxford Bulletin of Economics and Statistics 61 (s1):631-652
Goldsmith R (1969) Financial structure and development. Yale University Press, New York
Hong J, Shen GQ, Feng Y, Lau WST, Mao C (2015) Greenhouse gas emissions during the construction phase of a building: a case study in China. J Clean Prod 103:249–259. https://doi.org/10.1016/j.jclepro.2014.11.023
Huang L, Krigsvoll G, Johansen F, Liu Y, Zhang X (2018) Carbon emission of global construction sector. Renew Sust Energ Rev 81:1906–1916. https://doi.org/10.1016/j.rser.2017.06.001
Im KS, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J. Econ. 115(1): 53–74
Imamoglu H (2019) The role of financial sector in energy demand and climate changes: evidence from the developed and developing countries. Environ Sci Pollut Res 26:22794–22811. https://doi.org/10.1007/s11356-019-05499-y
IPCC (2014) Intergovernmental Panel on Climate Change. https://www.ipcc-nggip.iges.or.jp/public/kpsg/index.html
Jalil A, Feridun M (2011) The impact of growth , energy and financial development on the environment in China: a cointegration analysis. Energy Econ 33:284–291. https://doi.org/10.1016/j.eneco.2010.10.003
Khan AQ, Saleem N, Fatima ST (2018) Financial development, income inequality, and CO2 emissions in Asian countries using STIRPAT model. Environ Sci Pollut Res 25:6308–6319. https://doi.org/10.1007/s11356-017-0719-2
Komal R, Abbas F (2015) Linking financial development, economic growth and energy consumption in Pakistan. Renew Sust Energ Rev 44:211–220. https://doi.org/10.1016/j.rser.2014.12.015
Krajangsri T, Pongpeng J (2016) Effect of sustainable infrastructure assessments on construction project success using structural equation modeling. J Manag Eng 33:04016056. https://doi.org/10.1061/(asce)me.1943-5479.0000509
Li K, Lin B (2015) Impacts of urbanization and industrialization on energy consumption/CO2 emissions: does the level of development matter? Renew Sust Energ Rev 52:1107–1122. https://doi.org/10.1016/j.rser.2015.07.185
Li T, Wang Y, Zhao D (2016) Environmental Kuznets curve in China: new evidence from dynamic panel analysis $. Energy Policy 91:138–147. https://doi.org/10.1016/j.enpol.2016.01.002
Ma X, Wang C, Dong B, Gu G, Chen R, Li Y, Zou H (2019) Science of the Total environment carbon emissions from energy consumption in China: its measurement and driving factors. Sci Total Environ 648:1411–1420. https://doi.org/10.1016/j.scitotenv.2018.08.183
Maddala GS, Shaowen Wu, (1999) A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test. Oxford Bulletin of Economics and Statistics 61 (s1):631-652
Mahalik MK, Babu MS, Loganathan N, Shahbaz M (2017) Does financial development intensify energy consumption in Saudi Arabia? Renew Sust Energ Rev 75:1022–1034. https://doi.org/10.1016/j.rser.2016.11.081
Maji IK, Habibullah MS, Saari MY (2017) Financial development and sectoral CO2 emissions in Malaysia. Environ Sci Pollut Res 24:7160–7176. https://doi.org/10.1007/s11356-016-8326-1
McKinnon R (1973) Money and capital in economic development. Washington, DC, Brookings Institution
Miao L (2017) Examining the impact factors of urban residential energy consumption and CO2emissions in China – evidence from city-level data. Ecol Indic 73:29–37. https://doi.org/10.1016/j.ecolind.2016.09.031
Mishkin FS (2009) Globalization and financial development. J Dev Econ 89(2):164–169
Nasreen S, Ozturk I (2017) Financial stability, energy consumption and environmental quality: evidence from South Asian economies. Renew Sust Energ Rev 67:1105–1122
Nasreen S, Saidi S, Ozturk I (2018) Assessing links between energy consumption, freight transport, and economic growth: evidence from dynamic simultaneous equation models
National Bureau of Statistics (2016) China energy statistical yearbook. Statistics Press, Beijing
National Bureau of Statistics (2017) China energy statistical yearbook. China Statistics Press, Beijing
Pazienza P (2015) The relationship between CO 2 and foreign direct investment in the agriculture and fishing sector of OECD countries: evidence and policy considerations 9, 55–66. https://doi.org/10.1016/j.intele.2015.08.001
Pedroni P (2004) Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometr Theory 20(03):597–625
Pesaran MH (2004) General Diagnostic Tests for Cross Section Dependence in Panels. IZA Discussion Paper No: 1240
Pesaran MH (2006) Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure. Econometrica 74(4):967-1012
Pesaran M (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22:265–312
Pesaran M (2015) Testing weak cross-sectional dependence in large panels. Econ Rev 34:1089–1117. https://doi.org/10.1080/07474938.2014.956623
Raggad B (2018) Carbon dioxide emissions , economic growth , energy use , and urbanization in Saudi Arabia : evidence from the ARDL approach and impulse saturation break tests 14882–14898
Sadorsky P (2010) The impact of financial development on energy consumption in emerging economies. Energy Policy 38:2528–2535. https://doi.org/10.1016/j.enpol.2009.12.048
Saud S, Chen S, Haseeb A, Khan K, Imran M (2019) The nexus between financial development, income level, and environment in central and eastern European countries: a perspective on belt and road initiative. Environ Sci Pollut Res 26:16053–16075. https://doi.org/10.1007/s11356-019-05004-5
Sbia R, Shahbaz M, Hamdi H (2014) A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE. Econ Model 36:191–197. https://doi.org/10.1016/j.econmod.2013.09.047
Sbia R, Shahbaz M, Ozturk I (2017) Economic growth, financial development, urbanisation and electricity consumption nexus in UAE. Econ Res Istraživanja 9664:1–23. https://doi.org/10.1080/1331677X.2017.1305792
Schumpeter J (1911) The theory of economic development. Harvard University Press, Cambridge, MA
Schumpeter J, Backhaus U (2003) The theory of economic development. In: Backhaus J (ed) Joseph Alois Schumpeter. The European heritage in economics and the social sciences, vol 1. Springer, Boston
Shahbaz M, Khan S, Iqbal M (2013a) 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. https://doi.org/10.1016/j.eneco.2013.06.006
Shahbaz M, Kumar A, Nasir M (2013b) The effects of financial development, economic growth, coal consumption and trade openness on CO 2 emissions in South Africa. Energy Policy 61:1452–1459. https://doi.org/10.1016/j.enpol.2013.07.006
Shahbaz M, Nasreen S, Abbas F, Anis O (2015) Does foreign direct investment impede environmental quality in high- , middle- , and low-income countries? Energy Econ 51:275–287. https://doi.org/10.1016/j.eneco.2015.06.014
Shahbaz M, Hong T, Hoang V, Kumar M, Roubaud D (2017) Energy consumption , financial development and economic growth in India: new evidence from a nonlinear and asymmetric analysis. Energy Econ 63:199–212. https://doi.org/10.1016/j.eneco.2017.01.023
Shahbaz M, Ali M, Roubaud D (2018) Environmental degradation in France: the effects of FDI, financial development, and energy innovations. Energy Econ 74:843–857. https://doi.org/10.1016/j.eneco.2018.07.020
Shaw E (1973) Financial deepening in economic development. Oxford University Press, New York
Tzeremes P (2018) Time-varying causality between energy consumption , CO 2 emissions , and economic growth : evidence from US states 6044–6060
World Bank Data (World Development Indicators) (2017) https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG. Accessed 14 Arpil 2019
Yakubu AS, Aboagye AQQ, Mensah L, Godfred A (2018) Effect of financial development on international trade in Africa: does measure of finance matter ?:8199. https://doi.org/10.1080/09638199.2018.1474246
Yu M, Wiedmann T, Crawford R, Tait C (2017) The carbon footprint of Australia’s construction sector. Procedia Eng 180:211–220. https://doi.org/10.1016/j.proeng.2017.04.180
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Ahmad, M., Jabeen, G., Hayat, M.K. et al. Revealing heterogeneous causal links among financial development, construction industry, energy use, and environmental quality across development levels. Environ Sci Pollut Res 27, 4976–4996 (2020). https://doi.org/10.1007/s11356-019-07299-w
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DOI: https://doi.org/10.1007/s11356-019-07299-w