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Quantile relationship between globalization, financial development, economic growth, and carbon emissions: evidence from Vietnam

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Abstract

Environmental quality and economic activity have a strong relationship. Carbon emissions remain one of the world’s most dangerous environmental issues. Both international and local governments are developing initiatives to address this problem. Capitalizing on the limitations of the existing literature, this article investigates the dynamic nexus of financial development, economic growth, and globalization on carbon dioxide emissions in Vietnam for 1990–2020 using the quantile-on-quantile regression. The findings unveil a positive feedback link between globalization and carbon dioxide emissions at the middle and high quantiles. In addition, there is a negative nexus between financial development and carbon emissions at most quantiles, while CO2 emissions and economic growth have a positive association at all quantiles. More importantly, our empirical results also provide the bidirectional causality between financial development, economic growth, globalization, and carbon dioxide emissions in Vietnam at different quantile levels. The consistency of the outcomes uncovers that the findings are trustworthy and appropriate for guiding policy to reduce CO2 emissions in Vietnam. Therefore, they can help policymakers understand how financial development and globalization can achieve sustainable economic growth and tackle environmental issues in this country.

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References

  • Acheampong AO, Amponsah M, Boateng E (2020) Does financial development mitigate carbon emissions? Evidence from heterogeneous financial economies. Energy Econ 88:104768

    Article  Google Scholar 

  • Adebayo TS, & Acheampong AO (2021) Modelling the globalization-CO2 emission nexus in Australia: evidence from quantile-on-quantile approach. Environ Sci Pollut Res 1–16

  • An H, Razzaq A, Haseeb M, Mihardjo LW (2021) The role of technology innovation and people’s connectivity in testing environmental Kuznets curve and pollution heaven hypotheses across the Belt and Road host countries: new evidence from Method of Moments Quantile Regression. Environ Sci Pollut Res 28(5):5254–5270

    Article  CAS  Google Scholar 

  • Alola AA, Adebayo TS, & Onifade ST (2021) Examining the dynamics of ecological footprint in China with spectral Granger causality and quantile-on-quantile approaches. Int J Sustain Dev World Ecol 1-14https://doi.org/10.1080/13504509.2021.1990158

  • Adebayo TS, Kirikkaleli D (2021) Impact of renewable energy consumption, globalization, and technological innovation on environmental degradation in Japan: application of wavelet tools. Environ Dev Sustain 23(11):16057–16082

    Article  Google Scholar 

  • Adebayo TS, Oladipupo SD, Kirikkaleli D, & Adeshola I (2022b) Asymmetric nexus between technological innovation and environmental degradation in Sweden: an aggregated and disaggregated analysis. Environ Sci Pollut Res 1–18

  • Adebayo TS, Rjoub H, Akinsola GD, Oladipupo SD (2022b) The asymmetric effects of renewable energy consumption and trade openness on carbon emissions in Sweden: new evidence from quantile-on-quantile regression approach. Environ Sci Pollut Res 29(2):1875–1886

    Article  Google Scholar 

  • Adebayo TS, Rjoub H, Akadiri SS, Oladipupo SD, Sharif A, & Adeshola I (2021) The role of economic complexity in the environmental Kuznets curve of MINT economies: evidence from method of moments quantile regression. Environ Sci Pollut Res 1–13

  • Adebayo TS, Odugbesan JA (2021) Modeling CO2 emissions in South Africa: empirical evidence from ARDL based bounds and wavelet coherence techniques. Environ Sci Pollut Res 28(8):9377–9389

    Article  CAS  Google Scholar 

  • Adebayo TS, Awosusi AA, & Adeshola I (2020) Determinants of CO2 emissions in emerging markets: an empirical evidence from MINT economies. Int J Renew Energy Dev 9(3).

  • Ali S, Malik ZK (2021) Revisiting economic globalization-led growth: the role of economic opportunities. J Public Aff 21(2):e2193

    Article  Google Scholar 

  • Anser MK, Usman M, Godil DI, Shabbir MS, Sharif A, Tabash MI, & Lopez LB (2021) Does globalization affect the green economy and environment? The relationship between energy consumption, carbon dioxide emissions, and economic growth. Environ Sci Pollut Res 1–14

  • Aslam B, Hu J, Hafeez M, Ma D, AlGarni TS, Saeed M, ... & Hussain S (2021) Applying environmental Kuznets curve framework to assess the nexus of industry, globalization, and CO2 emission. Environ Technol Innov 21 101377

  • Cao H, Khan MK, Rehman A, Dagar V, Oryani B, & Tanveer A (2021) Impact of globalization, institutional quality, economic growth, electricity and renewable energy consumption on Carbon Dioxide Emission in OECD countries. Environ Sci Pollut Res 1–12

  • Charfeddine L, Kahia M (2019) Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: a panel vector autoregressive (PVAR) analysis. Renewable Energy 139:198–213

    Article  Google Scholar 

  • Chaudhry SM, Ahmed R, Shafiullah M, Huynh TLD (2020) The impact of carbon emissions on country risk: evidence from the G7 economies. J Environ Manag 265:110533

    Article  Google Scholar 

  • Çıtak F, Şişman MY, & Bağcı B (2021) Nexus between disaggregated electricity consumption and CO 2 emissions in Turkey: new evidence from quantile-on-quantile approach. Environ Ecol Stat 1–18

  • Destek MA (2020) Investigation on the role of economic, social, and political globalization on environment: evidence from CEECs. Environ Sci Pollut Res 27(27):33601–33614

    Article  Google Scholar 

  • Destek MA, Sarkodie SA (2019) Investigation of environmental Kuznets curve for ecological footprint: the role of energy and financial development. Sci Total Environ 650:2483–2489

    Article  CAS  Google Scholar 

  • Dingru L, Ramzan M, Irfan M, Gülmez Ö, Isik H, Adebayo TS, & Husam R (2021) The Role of Renewable Energy Consumption Towards Carbon Neutrality in BRICS Nations: Does Globalization Matter?. Front Environ Sci 569

  • Dogan E, Inglesi-Lotz R (2020) The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: evidence from European countries. Environ Sci Pollut Res 27(11):12717–12724

    Article  Google Scholar 

  • Duan K, Ren X, Shi Y, Mishra T, Yan C (2021) The marginal impacts of energy prices on carbon price variations: evidence from a quantile-on-quantile approach. Energy Econ 95:105131

    Article  Google Scholar 

  • Engle RF, Granger CWJ (1987) Co-Integration and error correction: representation, estimation, and testing. Econometrica 55:251–276

    Article  Google Scholar 

  • Fang Z, Gao X, Sun C (2020) Do financial development, urbanization and trade affect environmental quality? Evidence from China. J Clean Prod 259:120892

    Article  Google Scholar 

  • Galvao AF Jr (2009) Unit root quantile autoregression testing using covariates. J Econom 152(2):165–178

    Article  Google Scholar 

  • Guo Y, You W, & Lee CC (2020) CO 2 emissions, income inequality, and country risk: some international evidence. Environ Sci Pollut Res 1–21

  • Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37:424–438

    Article  Google Scholar 

  • Haseeb A, Xia E, Saud S, Ahmad A, Khurshid H (2019) Does information and communication technologies improve environmental quality in the era of globalization? An empirical analysis. Environ Sci Pollut Res 26(9):8594–8608

    Article  Google Scholar 

  • Hung, N. T. (2021a). Quantile dependence between green bonds, stocks, bitcoin, commodities and clean energy. Econ Comput Econ Cybern Stud Res, 55(3)

  • Hung NT (2022a) Biomass energy consumption and economic growth: insights from BRICS and developed countries. Environ Sci Pollut Res 1–18

  • Ho TL, & Ho TT (2021). Economic growth, energy consumption and environmental quality: evidence from Vietnam. Int Energy J 21(2)

  • Hung NT (2022b) Time–frequency nexus between globalization, financial development, natural resources and carbon emissions in Vietnam.Econ Change Restruct 1-23https://doi.org/10.1007/s10644-022-09391-7

  • Hung NT (2022c) Time-frequency co-movements between biomass energy consumption and human development in Brics countries. Probl Ekorozwoju 17(1):196–210

    Google Scholar 

  • Hung NT (2021b) Effect of economic indicators, biomass energy on human development in China. Energy Environ 0958305X211022040

  • Hung NT (2021c) Dynamic spillover effect and hedging between the gold price and key financial assets. New evidence from Vietnam. Macroecono Finance Emerg Market Econ 1–31

  • Hung NT (2019) Return and volatility spillover across equity markets between China and Southeast Asian countries. J Econ Finance Adm Sci 24(47):66–81

    Google Scholar 

  • Fareed Z, Salem S, Adebayo TS, Pata UK, & Shahzad F (2021) Role of export diversification and renewable energy on the load capacity factor in Indonesia: a Fourier quantile causality approach. Front Environ Sci 434

  • Ha NM, Ngoc BH (2021) Revisiting the relationship between energy consumption and economic growth nexus in Vietnam: new evidence by asymmetric ARDL cointegration. Appl Econ Lett 28(12):978–984

    Article  Google Scholar 

  • Hussain M, Mir GM, Usman M, Ye C, & Mansoor S (2020) Analysing the role of environment-related technologies and carbon emissions in emerging economies: a step towards sustainable development. Environ Technol 1–9

  • Irfan M, Razzaq A, Suksatan W, Sharif A, Elavarasan RM, Yang C, ... Rauf A (2022) Asymmetric impact of temperature on COVID-19 spread in India: evidence from quantile-on-quantile regression approach. J Therm Biol 104:103101

    Article  CAS  Google Scholar 

  • Jiang C, Ma X (2019) The impact of financial development on carbon emissions: a global perspective. Sustainability 11(19):5241

    Article  Google Scholar 

  • Khan MK, Khan MI, Rehan M (2020a) The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan. Financial Innov 6(1):1–13

    Article  CAS  Google Scholar 

  • Khan MK, Teng JZ, Khan MI (2019) Effect of energy consumption and economic growth on carbon dioxide emissions in Pakistan with dynamic ARDL simulations approach. Environ Sci Pollut Res 26(23):23480–23490

    Article  Google Scholar 

  • Khan Z, Ali S, Umar M, Kirikkaleli D, Jiao Z (2020b) Consumption-based carbon emissions and international trade in G7 countries: the role of environmental innovation and renewable energy. Sci Total Environ 730:138945

    Article  CAS  Google Scholar 

  • Kirikkaleli D, Adebayo TS (2021) Do public-private partnerships in energy and renewable energy consumption matter for consumption-based carbon dioxide emissions in India? Environ Sci Pollut Res 28(23):30139–30152

    Article  Google Scholar 

  • Kirikkaleli D, Güngör H, Adebayo TS (2021) Consumption-based carbon emissions, renewable energy consumption, financial development and economic growth in Chile. Bus Strateg Environ. https://doi.org/10.1002/bse.2945

    Article  Google Scholar 

  • Koc S, Bulus GC (2020) Testing validity of the EKC hypothesis in South Korea: role of renewable energy and trade openness. Environ Sci Pollut Res 27(23):29043–29054

    Article  CAS  Google Scholar 

  • Koengkan M, Fuinhas JA, Santiago R (2020) Asymmetric impacts of globalisation on CO 2 emissions of countries in Latin America and the Caribbean. Environ Syst Decis 40(1):135–147

    Article  Google Scholar 

  • Katrakilidis C, Trachanas E (2012) What drives housing price dynamics in Greece: new evidence from asymmetric ARDL cointegration. Econ Model 29(4):1064–1069

    Article  Google Scholar 

  • Koenker R, Xiao Z (2004) Unit root quantile autoregression inference. J Am Stat Assoc 99(467):775–787

    Article  Google Scholar 

  • Li H, Li B, Lu H (2017) Carbon dioxide emissions, economic growth, and selected types of fossil energy consumption in China: empirical evidence from 1965 to 2015. Sustainability 9(5):697

    Article  CAS  Google Scholar 

  • Lv Z, Li S (2021) How financial development affects CO2 emissions: a spatial econometric analysis. J Environ Manag 277:111397

    Article  Google Scholar 

  • Mehmood U, Mansoor A, Tariq S, Ul-Haq Z (2021) The interactional role of globalization in tourism-CO2 nexus in South Asian countries. Environ Sci Pollut Res 28(21):26441–26448

    Article  Google Scholar 

  • Miao Y, Razzaq A, Adebayo TS, Awosusi AA (2022) Do renewable energy consumption and financial globalisation contribute to ecological sustainability in newly industrialized countries? Renewable Energy. https://doi.org/10.1016/j.renene.2022.01.073

    Article  Google Scholar 

  • Nguyen VC, Vu DB, Nguyen THY, Pham CD, Huynh TN (2021) Economic growth, financial development, transportation capacity, and environmental degradation: empirical evidence from Vietnam. J Asian Finance Econ Bus 8(4):93–104

    Google Scholar 

  • Ngoc BH, & Awan A (2021) Does financial development reinforce ecological footprint in Singapore? Evidence from ARDL and Bayesian analysis. Environ Sci Pollut Res 1–15

  • Odugbesan JA, Adebayo TS (2020) The symmetrical and asymmetrical effects of foreign direct investment and financial development on carbon emission: evidence from Nigeria. SN Applied Sciences 2(12):1–15

    Article  Google Scholar 

  • Payne JE, Taylor JP (2010) Nuclear energy consumption and economic growth in the U.S.: an empirical note. Energy Sourc Part B Econ Plan Policy 5:301–307

    Article  CAS  Google Scholar 

  • Qin L, Raheem S, Murshed M, Miao X, Khan Z, & Kirikkaleli D (2021) Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output. Sustain Dev

  • Qureshi MA, Qureshi JA, Ahmed A, Qaiser S, Ali R, Sharif A (2020) The dynamic relationship between technology innovation and human development in technologically advanced countries: fresh insights from Quantiles-on-Quantile Approach. Soc Indic Res 152:555–580

    Article  Google Scholar 

  • Rahman HU, Zaman U, Górecki J (2021) The role of energy consumption, economic growth and globalization in environmental degradation: empirical evidence from the BRICS region. Sustainability 13(4):1924

    Article  Google Scholar 

  • Razzaq A, Sharif A, Aziz N, Irfan M, Jermsittiparsert K (2020) Asymmetric link between environmental pollution and COVID-19 in the top ten affected states of US: a novel estimations from quantile-on-quantile approach. Environ Res 191:110189

    Article  CAS  Google Scholar 

  • Razzaq A, Ajaz T, Li JC, Irfan M, Suksatan W (2021a) Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economies. Resour Policy 74:102302

    Article  Google Scholar 

  • Razzaq A, Wang Y, Chupradit S, Suksatan W, Shahzad F (2021b) Asymmetric inter-linkages between green technology innovation and consumption-based carbon emissions in BRICS countries using quantile-on-quantile framework. Technol Soc 66:101656

    Article  Google Scholar 

  • Ridzuan NHAM, Marwan NF, Khalid N, Ali MH, Tseng ML (2020) Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: evidence of the environmental Kuznets curve. Resour Conserv Recycl 160:104879

    Article  Google Scholar 

  • Saikkonen P (1991) Asymptotically efficient estimation of cointegration regressions. Econom Theory 7:1–21

    Article  Google Scholar 

  • Suu ND, Tien HT, Wong WK (2021) The impact of capital structure and ownership on the performance of state enterprises after equitization: evidence from Vietnam. Ann Financial Econ 16(02):2150007

    Article  Google Scholar 

  • Shahbaz M, Khan S, Ali A, Bhattacharya M (2017) The impact of globalization on CO2 emissions in China. Singap Econ Rev 62(04):929–957

    Article  Google Scholar 

  • Shahbaz M, Mahalik MK, Shahzad SJH, Hammoudeh S (2019) Testing the globalization-driven carbon emissions hypothesis: international evidence. Int Econ 158:25–38

    Article  Google Scholar 

  • Shahbaz M, Shahzad SJH, Mahalik MK (2018) Is globalization detrimental to CO 2 emissions in Japan? New threshold analysis. Environ Model Assess 23(5):557–568

    Article  Google Scholar 

  • Sun C, Ma T, Ouyang X, Wang R (2021) Does service trade globalization promote trade and low-carbon globalization? Evidence from 30 countries. Emerg Mark Financ Trade 57(5):1455–1473

    Article  Google Scholar 

  • Sim N, Zhou H (2015) Oil prices, US stock return, and the dependence between their quantiles. J Bank Finance 55:1–8

    Article  Google Scholar 

  • Sharif A, Godil DI, Xu B, Sinha A, Khan SAR, Jermsittiparsert K (2020a) Revisiting the role of tourism and globalization in environmental degradation in China: Fresh insights from the quantile ARDL approach. J Clean Prod 272:122906

    Article  Google Scholar 

  • Sharif A, Baris-Tuzemen O, Uzuner G, Ozturk I, Sinha A (2020b) Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: evidence from Quantile ARDL approach. Sustain Cities Soc 57:102138

    Article  Google Scholar 

  • Shen Y, Li X, Hasnaoui A (2021) BRICS carbon neutrality target: measuring the impact of electricity production from renewable energy sources and globalization. J Environ Manag 298:113460

    Article  CAS  Google Scholar 

  • Sharif A, Afshan S, Qureshi MA (2019) Idolization and ramification between globalization and ecological footprints: evidence from quantile-on-quantile approach. Environ Sci Pollut Res 26(11):11191–11211

    Article  Google Scholar 

  • Shoaib HM, Rafique MZ, Nadeem AM, Huang S (2020) Impact of financial development on CO 2 emissions: a comparative analysis of developing countries (D 8) and developed countries (G 8). Environ Sci Pollut Res 27(11):12461–12475

    Article  CAS  Google Scholar 

  • Tong T, Ortiz J, Xu C, Li F (2020) Economic growth, energy consumption, and carbon dioxide emissions in the E7 countries: a bootstrap ARDL bound test. Energy Sustain Soc 10(1):1–17

    Google Scholar 

  • Troster V (2018) Testing for Granger-causality in quantiles. Econ Rev 37(8):850–866

  • Troster V, Shahbaz M, Uddin GS (2018) Renewable energy, oil prices, and economic activity: a Granger-causality in quantiles analysis. Energy Econ 70:440–452

    Article  Google Scholar 

  • Vo DH, Vo AT, Ho CM, Nguyen HM (2020) The role of renewable energy, alternative and nuclear energy in mitigating carbon emissions in the CPTPP countries. Renewable Energy 161:278–292

    Article  Google Scholar 

  • Wang Y, Zhou T, Chen H, Rong Z (2019) Environmental homogenization or heterogenization? The effects of globalization on carbon dioxide emissions, 1970–2014. Sustainability 11(10):2752

    Article  Google Scholar 

  • Wang Z, Bui Q, Zhang B (2020) The relationship between biomass energy consumption and human development: empirical evidence from BRICS countries. Energy 194:116906

    Article  Google Scholar 

  • World Bank (2021) website: https://data.worldbank.org/

  • Xiao Z (2009) Quantile cointegrating regression. J Econom 150(2):248–260

    Article  Google Scholar 

  • Xuefeng Z, Razzaq A, Gokmenoglu KK, & Rehman FU (2021) Time varying interdependency between COVID-19, tourism market, oil prices, and sustainable climate in United States: evidence from advance wavelet coherence approach. Econ Res-Ekon Istraživanja 1–23

  • Xu Z, Baloch MA, Meng F, Zhang J, Mahmood Z (2018) Nexus between financial development and CO 2 emissions in Saudi Arabia: analyzing the role of globalization. Environ Sci Pollut Res 25(28):28378–28390

    Article  CAS  Google Scholar 

  • Yang B, Minhaj A, Rizwan NM, Wajeeh U, Muhammad Q (2020) Financial instability and CO 2 emissions: cross-country evidence. Air Qual Atmos Health 13(4):459–468

    Article  CAS  Google Scholar 

  • Yuping L, Ramzan M, Xincheng L, Murshed M, Awosusi AA, Bah SI, Adebayo TS (2021) Determinants of carbon emissions in Argentina: the roles of renewable energy consumption and globalization. Energy Rep 7:4747–4760

    Article  Google Scholar 

  • Zafar MW, Saud S, Hou F (2019) The impact of globalization and financial development on environmental quality: evidence from selected countries in the Organization for Economic Co-operation and Development (OECD). Environ Sci Pollut Res 26(13):13246–13262

    Article  CAS  Google Scholar 

  • Zakaria M, Bibi S (2019) Financial development and environment in South Asia: the role of institutional quality. Environ Sci Pollut Res 26(8):7926–7937

    Article  Google Scholar 

  • Zhao B, Yang W (2020) Does financial development influence CO2 emissions? A Chinese province-level study. Energy 200:117523

    Article  Google Scholar 

  • Zhao J, Shahbaz M, Dong X, Dong K (2021) How does financial risk affect global CO2 emissions? The role of technological innovation. Technol Forecast Soc Change 168:120751

    Article  Google Scholar 

  • Zaidi SAH, Zafar MW, Shahbaz M, Hou F (2019) Dynamic linkages between globalization, financial development and carbon emissions: evidence from Asia Pacific Economic Cooperation countries. J Clean Prod 228:533–543

    Article  Google Scholar 

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This research is funded by the University of Finance-Marketing, Ho Chi Minh City, Vietnam.

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NTH: Writing—original draft, Formal analysis, Conceptualization, Supervision. NTT: Writing—literature review. NTT: Methodology section.

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Correspondence to Ngo Thai Hung.

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Hung, N.T., Trang, N.T. & Thang, N.T. Quantile relationship between globalization, financial development, economic growth, and carbon emissions: evidence from Vietnam. Environ Sci Pollut Res 29, 60098–60116 (2022). https://doi.org/10.1007/s11356-022-20126-z

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