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Triangular nexus between foreign direct investment, international tourism, and energy consumption in the Chinese economy: accounting for environmental quality

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Abstract

Recently, China is named among the most carbon dioxide (CO2)-emitting countries in the world after the United State of America (USA). A major part of Chinese carbon dioxide emissions is as a result of offshore industrial activities which come into the economy as foreign direct investment (FDI). Following this, the present study seeks to investigate the nexus between CO2 emissions, FDI, energy use, and tourism arrivals, and possibly to advise on who will bear the responsibility of offshore CO2 emissions. Utilizing ARDL-bound testing and Granger causality approaches for both short- and long-run effects the author found that economic growth (GDP) has a positive relationship with both tourism arrivals, energy use, FDI, and CO2.This contributes to heavy CO2 emissions which the author classified as the outsourced/offshore CO2emissions in China’s FDI. Tourism arrivals have a bi-directional (feedback) causal relationship with energy use and a uni-directional causal relationship with CO2(transmitting from tourism to CO2). Both FDI and energy use have a bi-directional (feedback) causal relationship; CO2, energy use, and tourism arrivals have a unidirectional relationship with GDP which established the triangular nexus causality among the variables and the impact on GDP. Hence, the policy implication should be geared towards implementing the policies and regulations that will checkmate and reduce the excesses of foreign firms to the environment quality of China and promote environmentally friendly economic activities.

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References

  • Aceleanu MI, Șerban AC, Pociovălișteanu DM, Dimian GC (2017) Renewable energy: a way for a sustainable development in Romania. Energy Sources, Part B: Econ, Plann, Policy 12(11):958–963

    Google Scholar 

  • Acharya B, Dutta A, Basu P (2009) Chemical-looping gasification of biomass for hydrogen-enriched gas production with in-process carbon dioxide capture. Energy Fuel 23(10):5077–5083

    CAS  Google Scholar 

  • Ajide KB, Adeniyi O (2010) FDI and the environment in developing economies: evidence from Nigeria. Environ Res J 4(4):291–297

    Google Scholar 

  • Akadiri SS, Alkawfi MM, Uğural S, Akadiri AC (2019) Towards achieving environmental sustainability target in Italy. The role of energy, real income and globalization. Sci Total Environ:1–13

  • Akadiri AC, Saint Akadiri S, Gungor H (2019a) The role of natural gas consumption in Saudi Arabia's output and its implication for trade and environmental quality. Energy Policy 129:230–238

    Google Scholar 

  • Akadiri SS, Bekun FV, Taheri E, Akadiri AC (2019b) Carbon emissions, energy consumption and economic growth: a causality evidence. Int J Energy Technol Policy 15(2-3):320–336

    Google Scholar 

  • Al-Mulali U, Saboori B, Ozturk I (2015) Investigating the environmental Kuznets curve hypothesis in Vietnam. Energy Policy 76:123–131

    Google Scholar 

  • Alola AA, Yalçiner K, Alola UV, Saint Akadiri S (2019) The role of renewable energy, immigration and real income in environmental sustainability target. Evidence from Europe largest states. Sci Total Environ:1–15

  • Anyanwu JC (2012) Why does foreign direct investment go where it Goes?: new evidence from African countries. Annals of Economics & Finance 13(2)

  • Apergis N, Payne JE (2009) CO2 emissions, energy usage, and output in Central America. Energy Policy 37(8):3282–3286

    Google Scholar 

  • Balcilar M, Bekun FV, Uzuner G (2019) Revisiting the economic growth and electricity consumption nexus in Pakistan. Environ Sci Pollut Res 26(12):12150–12170

    Google Scholar 

  • Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy 113:356–367

    Google Scholar 

  • Bekun FV, Agboola MO (2019) Electricity consumption and economic growth nexus: evidence from Maki cointegration. Eng Econ 30(1):14–23

    Google Scholar 

  • Bekun FV, Alola AA, Sarkodie SA (2019) Toward a sustainable environment: nexus between CO2 emissions, resource rent, renewable and nonrenewable energy in 16-EU countries. Sci Total Environ 657:1023–1029

    CAS  Google Scholar 

  • Ben Kheder S, Zugravu-Soilita N (2008). The pollution haven hypothesis: a geographic economy model in a comparative study. (view the link for the details https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1266705)

  • Blanco L, Gonzalez F, Ruiz I (2013) The impact of FDI on CO2 emissions in Latin America. Oxf Dev Stud 41(1):104–121

    Google Scholar 

  • Boopen, S., & Vinesh, S. (2011). On the relationship between CO2 emissions and economic growth: the Mauritian experience. In University of Mauritius, Mauritius Environment Outlook Report, http://www. csae. ox. ac. uk/conferences/2011-EDiA/papers/776-Seetanah. pdf (Vol. 14, p. 2015).

  • Brown RL, Durbin J, Evans JM (1975) Techniques for testing the constancy of regression relationships over time. J R Stat Soc Ser B Methodol 37(2):149–163

    Google Scholar 

  • Campbell JY, Perron P (1991) Pitfalls and opportunities: what macroeconomists should know about unit roots. NBER macroeconomics annual, 6, 141–201

  • Chakraborty C, Basu P (2002) Foreign direct investment and growth in India: a cointegration approach. Appl Econ 34(9):1061–1073

    Google Scholar 

  • Chen PY, Chen ST, Hsu CS, Chen CC (2016) Modeling the global relationships among economic growth, energy consumption and CO2 emissions. Renew Sust Energ Rev 65:420–431

    CAS  Google Scholar 

  • Cheng SC, Wu TP, Lee KC, Chang T (2014) Flexible Fourier unit root test of unemployment for PIIGS countries. Econ Model 36:142–148

    Google Scholar 

  • Clark D (2009) China’s increasing carbon emissions blamed on manufacturing for west. Guardian 23(02)

  • Costanza R (1980) Embodied energy and economic valuation. Science 210(4475):1219–1224

    CAS  Google Scholar 

  • Cui H (2016) China’s economic growth and energy consumption. Int J Energy Econ Policy 6(2):349–355

    Google Scholar 

  • Davis SJ, Cao L, Caldeira K, Hoffert MI (2013) Rethinking wedges. Environ Res Lett 8(1):011001

    Google Scholar 

  • Dickey DA, Fuller WA (1981) Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica: J Econometric Society 49:1057–1072

    Google Scholar 

  • Ehrlich PR, Holdren JP (1972) Critique. Bull At Sci 28(5):16–27

    Google Scholar 

  • Emir, F., & Bekun, F. V. (2018). Energy intensity, carbon emissions, renewable energy, and economic growth nexus: new insights from Romania Energy & Environment, 0958305X18793108.

  • Fei L, Dong S, Xue L, Liang Q, Yang W (2011) Energy consumption-economic growth relationship and carbon dioxide emissions in China. Energy Policy 39(2):568–574

    Google Scholar 

  • Feng K, Davis SJ, Sun L, Li X, Guan D, Liu W et al (2013) Outsourcing CO2 within China. Proc Natl Acad Sci 110(28):11654–11659

    CAS  Google Scholar 

  • Frimpong JM, Oteng-Abayie EF (2010) When is inflation harmful? Estimating the threshold effect for Ghana. American Journal of Economics and Business Administration 2(3):232

    Google Scholar 

  • Galli R (1998) The relationship between energy intensity and income levels: forecasting long term energy demand in Asian emerging countries. Energy J:85–105

  • Hansen H, Rand J (2006) On the causal links between FDI and growth in developing countries. World Economy 29(1):21–41

    Google Scholar 

  • Hoang TT, Wiboonchutikula P, Tubtimtong B (2010) Does foreign direct investment promote economic growth in Vietnam? ASEAN Econ Bull:295–311

  • Hübler M, Keller A (2010) Energy savings via FDI? Empirical evidence from developing countries. Environ Dev Econ 15(1):59–80

    Google Scholar 

  • Irandoust JEM (2001) On the causality between foreign direct investment and output: a comparative study. Int Trade J 15(1):1–26

    Google Scholar 

  • Javorcik BS, Spatareanu M (2008) To share or not to share: does local participation matter for spillovers from foreign direct investment? J Dev Econ 85(1-2):194–217

    Google Scholar 

  • Karimi, M. S., & Yusop, Z. (2009). FDI and economic growth in Malaysia

  • Keller W (2004) International technology diffusion. J Econ Lit 42(3):752–782

    Google Scholar 

  • Kheder SB (2010) French FDI and pollution emissions: an empirical investigation. University of Paris

  • Kheder RB, Quere C, Moal J, Robert R (2010) Effect of nutrition on Crassostrea gigas larval development and the evolution of physiological indices: Part B: Effects of temporary food deprivation. Aquaculture 308(3–4):174–182

  • Lange GM, Wodon Q, & Carey K (Eds.). (2018) The changing wealth of nations 2018: building a sustainable future. The World Bank

  • Lee JW, Brahmasrene T (2013) Investigating the influence of tourism on economic growth and carbon emissions: evidence from panel analysis of the European Union. Tour Manag 38:69–76

    Google Scholar 

  • Liu Q, Wang S, Zhang W, Zhan D, Li J (2018) Does foreign direct investment affect environmental pollution in China's cities? A spatial econometric perspective. Sci Total Environ 613:521–529

    Google Scholar 

  • MOTOR, O. Sustainability Report (2015)

  • Musolesi A, Mazzanti M, Zoboli R (2010) A panel data heterogeneous Bayesian estimation of environmental Kuznets curves for CO2 emissions. Appl Econ 42(18):2275–2287

    Google Scholar 

  • Oluyombo R, Ayodele OE, Akinwusi PO, Okunola OO, Gbadegesin BA, Soje MO, Akinsola A (2016) Awareness, knowledge and perception of chronic kidney disease in a rural community of south-West Nigeria. Niger J Clin Pract 19(2):161–169

    CAS  Google Scholar 

  • Omri A, Kahouli B (2014) Causal relationships between energy consumption, foreign direct investment and economic growth: fresh evidence from dynamic simultaneous-equations models. Energy Policy 67:913–922

    Google Scholar 

  • Omri A, Nguyen DK, Rault C (2014) Causal interactions between CO2 emissions, FDI, and economic growth: evidence from dynamic simultaneous-equation models. Econ Model 42:382–389

    Google Scholar 

  • Paramati SR, Apergis N, Ummalla M (2017) Financing clean energy projects through domestic and foreign capital: the role of political cooperation among the EU, the G20 and OECD countries. Energy Econ 61:62–71

    Google Scholar 

  • Pazienza P (2015) The relationship between CO2 and foreign direct investment in the agriculture and fishing sector of OECD countries: evidence and policy considerations. Int Econ 9(1):55–66

    Google Scholar 

  • Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16(3):289–326

  • Sadorsky P (2011) Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy 39(2):999–1006

    Google Scholar 

  • Reyath Y, Faras & Khalifa H Ghali 2009,= Toone, J. E. (2012). Mirage in the Gulf: examining the upsurge in FDI in the GCC and its legal and economic implications for the MENA region. Emory Int'l l. Rev., 26, 677.(cross reference)

  • Romero R, Rocha C, Mantovani JRS, Sanchez IG (2005) Constructive heuristic algorithm for the DC model in network transmission expansion planning. IEE Proceedings-Generation, Transmission and Distribution 152(2):277–282

    Google Scholar 

  • Saboori B, Sulaiman J (2013) Environmental degradation, economic growth and energy consumption:evidence of the environmental Kuznets curve in Malaysia. Energy Policy 60:892–905

    Google Scholar 

  • Sarkodie SA, Strezov V (2019) Effect of foreign direct investments, economic development and energy consumption on greenhouse gas emissions in developing countries. Sci Total Environ 646:862–871

    CAS  Google Scholar 

  • Selden TM, Song D (1994) Environmental quality and development: is there a Kuznets curve for air pollution emissions? J Environ Econ Manag 27(2):147–162

    Google Scholar 

  • Shahbaz M, Tang CF, Shabbir MS (2011) Electricity consumption and economic growth nexus in Portugal using cointegration and causality approaches. Energy Policy 39(6):3529–3536

    Google Scholar 

  • Shahbaz M, Khan S, Tahir MI (2013) 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

    Google Scholar 

  • Shahbaz M, Sbia R, Hamdi H, Ozturk I (2014) Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecol Indic 45:622–631

    CAS  Google Scholar 

  • Shahbaz M, Loganathan N, Zeshan M, Zaman K (2015a) Does renewable energy consumption add in economic growth? An application of auto-regressive distributed lag model in Pakistan. Renew Sust Energ Rev 44:576–585

    Google Scholar 

  • Shahbaz M, Nasreen S, Abbas F, Anis O (2015b) Does foreign direct investment impede environmental quality in high-, middle-, and low-income countries? Energy Econ 51:275–287

    Google Scholar 

  • Shahbaz M, Chaudhary AR, Ozturk I (2017) Does urbanization cause increasing energy demand in Pakistan? Empirical evidence from STIRPAT model. Energy 122:83–93

    Google Scholar 

  • Sharma RC (2011) Ride analysis of an Indian railway coach using Lagrangian dynamics. Int J Vehicle Structures & Systems 3(4):219–224

  • Sy A, Tinker T, Derbali A, Jamel L (2016) Economic growth, financial development, trade openness, and CO2 emissions in European countries. African J Account, Audit Financ 5(2):155–179

    Google Scholar 

  • Syczewska EM (2010). Empirical power of the Kwiatkowski-Phillips-Schmidt-Shin test (No. 45)

  • Talukdar D, Meisner CM (2001) Does the private sector help or hurt the environment? Evidence from carbon dioxide pollution in developing countries. World Dev 29(5):827–840

    Google Scholar 

  • Tamazian A, Rao BB (2010) Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energy Econ 32(1):137–145

    Google Scholar 

  • Tan X, Dong L, Chen D, Gu B, Zeng Y (2016) China’s regional CO2 emissions reduction potential: a study of Chongqing city. Appl Energy 162:1345–1354

    CAS  Google Scholar 

  • Tang L, Shi J, Bao Q (2016) Designing an emissions trading scheme for China with a dynamic computable general equilibrium model. Energy Policy 97:507–520

    Google Scholar 

  • Tully DC, Hjerrild S, Leutscher PD, Renvillard SG, Ogilvie CB, Bean DJ et al (2016) Deep sequencing of hepatitis C virus reveals genetic compartmentalization in cerebrospinal fluid from cognitively impaired patients. Liver Int 36(10):1418–1424

    CAS  Google Scholar 

  • Twerefou DK, Adusah-Poku F, Bekoe W (2016) An empirical examination of the Environmental Kuznets Curve hypothesis for carbon dioxide emissions in Ghana: an ARDL approach. Environ Socio-econ Stud 4(4):1–12

    Google Scholar 

  • Uchiyama, S., Kawamoto, K., Gota, C., Yoshihara, T., Tobita, S., Remón, P., & Pischel, U. (2016) An environment-sensitive fluorophore methoxybenzocoumarin emitting in protic environments

  • Wagner J (2008) Exports, imports, and productivity at the firm level. An international perspective: introduction by guest editor. Rev World Econ 144(4):591–595

    Google Scholar 

  • Wang Q, Cui Q, Zhou D, Wang S (2011) Marginal abatement costs of carbon dioxide in China: a nonparametric analysis. Energy Procedia 5:2316–2320

    Google Scholar 

  • Weidmann, N.O. (2013). Transformation strategies towards a sustainable Swiss energy system: An energy-economic scenario analysis (Doctoral dissertation, ETH Zurich)

  • Wu XF, Chen GQ (2017) Energy use by Chinese economy: a systems cross-scale input-output analysis. Energy Policy 108:81–90

    Google Scholar 

  • Xing Y (2010) Facts about and impacts of FDI on China and the world economy. China: An International Journal 8(02):309–327

    Google Scholar 

  • Zhang J, Terrones M, Park CR, Mukherjee R, Monthioux M, Koratkar N et al (2016) Carbon science in 2016: status, challenges and perspectives. Carbon 98(70):708–732

    CAS  Google Scholar 

  • Zhang, W. B. (2018). Economic growth theory: capital, knowledge, and economic structures. Routledge.

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  1. Department of Economics, Eastern Mediterranean University, Via Mersin 10, Famagusta, TRNC, Turkey

    Edmund Ntom Udemba

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Udemba, E.N. Triangular nexus between foreign direct investment, international tourism, and energy consumption in the Chinese economy: accounting for environmental quality. Environ Sci Pollut Res 26, 24819–24830 (2019). https://doi.org/10.1007/s11356-019-05542-y

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