An empirical investigation of financial development and ecological footprint in South Asia: Bridging the EKC and pollution haven hypotheses

Abstract

This research explores the dynamic relationships between ecological footprint, economic performance, financial development, energy usage, and foreign direct investment (FDI) in South Asian economies utilizing the panel data from 1971 to 2018. In panel data analysis, conventional methods generally ignore the issues of cross-sectional dependency and the heterogenous nature of cross-sectional units. The other concern with the existing research is that most of the studies ignore the significance of ecological footprint while evaluating financial development and FDI as sources of environmental changes. The long-term relationship among the indicators is tested utilizing the Westerlund cointegration test. The findings support both environmental Kuznets curve and pollution haven hypotheses for South Asian economies. Besides, the empirical findings suggest that financial development increases environmental conservation while energy usage substantially disrupts the environment of the selected south Asian nations. Additionally, the heterogeneous causality analysis reveals the causal relationships between the variables. Thus, overall results recommend that the South Asian economies need to boost economic growth without compromising the environment, decrease fossil fuel usage, enhance financial sector growth and incentivize environmentally friendly FDI to conserve the environment in the region.

Keywords

Energy consumption / Financial development / Ecological footprint / FDI / South Asia

CRediT authorship contribution statement

Shailesh Kumar Yadav: Conceptualization, Data curation, Visualization, Writing – original draft. AL. Ramanathan: Resources, Supervision, Writing – review & editing. Chidambaram Sabarathinam: Writing – review & editing. Alok Kumar: Writing – review & editing. Manoj Kumar: Writing – review & editing. Anshula Dhiman: Investigation, Visualization.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgments

The author is grateful to the CSIR (Government of India) for offering the CSIR-SR Fellowship. Author is also thankful to IUAC for extending the XRD and XRF facility, funded by the Ministry of Earth Sciences (MoES) under the Geochronology project [MoES/P.O.(Seismic)8(09)-Geochron/2012]. The authors are thankful to the CIF (Central Instrumentation Facility), School of Environmental Sciences, and AIRF (Advanced Instrumentation Research Facility), Jawaharlal Nehru University, New Delhi, India, for providing additional support and instrumentation facility. This research was primarily supported by the CSIR fellowship. XRD and XRF analyses were conducted at the IUAC, under UGC, allowing access to facilities without any charge. Other analyses were performed internally at Jawaharlal Nehru University.

References

A. Abid, M.T. Majeed, T. Luni. Analyzing ecological footprint through the lens of globalization, financial development, natural resources, human capital and urbanization. Pakistan J. Commerce Soc. Sci., 15 (4) (2021), pp. 765-795

A. Abid, U. Mehmood, S. Tariq, Z.U. Haq. The effect of technological innovation, FDI, and financial development on CO2 emission: evidence from the G8 countries. Environ. Sci. Pollut. Res., 29 (8) (2022), pp. 11654-11662

Al-Mulali, U., Gholipour, H. F., Solarin, S. A., 2022. Investigating the environmental Kuznets curve (EKC) hypothesis: does government effectiveness matter? Evidence from 170 countries. Environ. Dev. Sustain. 24(11), 12740-12755. Al-mulali, U., Tang, C.F., Ozturk, I., 2015. Does financial development reduce environmental degradation? Evidence from a panel study of 129 countries. Environ. Sci. Pollut. Res. 22(19), 14891–14900.

U. Al-Mulali, C.F. Tang. Investigating the validity of pollution haven hypothesis in the gulf cooperation council (GCC) countries. Energ Policy, 60 (2013), pp. 813-819

F. Amri. Carbon dioxide emissions, total factor productivity, ICT, trade, financial development, and energy consumption: testing environmental Kuznets curve hypothesis for Tunisia. Environ. Sci. Pollut. Res., 25 (33) (2018), pp. 33691-33701

A. Anwar, A. Sinha, A. Sharif, M. Siddique, S. Irshad, W. Anwar, S. Malik. The nexus between urbanization, renewable energy consumption, financial development, and CO2 emissions: evidence from selected Asian countries. Environ. Dev. Sustain., 24 (5) (2022), pp. 6556-6576

N. Apergis, I. Ozturk. Testing environmental Kuznets curve hypothesis in Asian countries. Ecol. Ind., 52 (2015), pp. 16-22

U. Arif, A. Arif, F.N. Khan. Environmental impacts of FDI: evidence from heterogeneous panel methods. Environ. Sci. Pollut. Res., 29 (16) (2022), pp. 23639-23649

L. Blanco, F. Gonzalez, I. Ruiz. The impact of FDI on CO2 emissions in Latin America. Oxford Dev. Stud., 41 (1) (2013), pp. 104-121

R. Bommer. Environmental Policy and Industrial Competitiveness: The Pollution-Haven Hypothesis Reconsidered. Rev. Int. Econ., 7 (2) (1999), pp. 342-355

T.S. Breusch, A.R. Pagan. The Lagrange multiplier test and its applications to model specification in econometrics. Rev. Econ. Stud., 47 (1) (1980), pp. 239-253

B.R. Copeland. Policy endogeneity and the effects of trade on the environment. Agr. Resour. Econ. Rev., 34 (1) (2005), pp. 1-15

M.A. Destek, S.A. Sarkodie. Investigation of environmental Kuznets curve for ecological footprint: The role of energy and financial development. Sci. Total Environ., 650 (2019), pp. 2483-2489

N. Doytch, M. Uctum. Globalization and the environmental impact of sectoral FDI. Econ. Sys., 40 (4) (2016), pp. 582-594

E.I. Dumitrescu, C. Hurlin. Testing for Granger non-causality in heterogeneous panels. Econ. Modell., 29 (4) (2012), pp. 1450-1460

G.S. Eskeland, A.E. Harrison. Moving to greener pastures? Multinationals and the pollution haven hypothesis. J. Dev.t Econ., 70 (1) (2003), pp. 1-23

Global Financial Development Database. Global Financial Development Database. The World Bank, Washington, DC (2020)

G.M. Grossman, A.B. Krueger. Economic growth and the environment. Quarterly J. Econ., 110 (2) (1995), pp. 353-377

A.M. Halliru, N. Loganathan, A.A.G. Hassan, A. Mardani, H. Kamyab. Re-examining the environmental Kuznets curve hypothesis in the Economic Community of West African States: A panel quantile regression approach. J. Clean. Prod., 276 (2020), Article 124247

H. Hassaballa. Environment and foreign direct investment: policy implications for developing countries. J. Emerging Issues Econ. Fina. Bank., 1 (2) (2013), pp. 75-106

M.B. Hitam, H.B. Borhan. FDI, growth and the environment: impact on quality of life in Malaysia. Procedia Soc. Behav. Sci., 50 (2012), pp. 333-342

S. Hove, T. Tursoy. An investigation of the environmental Kuznets curve in emerging economies. J. Clean. Product., 236 (2019), Article 117628

IPCC, 2018. Special report on global warming of 1.5 °C. Incheon, Republic of Korea: Intergovernmental Panel on Climate Change. Available at: https://www.ipcc.ch/site/assets/uploads/2018/11/pr_181008_P48_spm_en.pdf.

M.A.H. Jafri, S. Abbas, S.M.Y. Abbas, S. Ullah. Caring for the environment: measuring the dynamic impact of remittances and FDI on CO2 emissions in China. Environ. Sci. Pollut. Res., 29 (6) (2022), pp. 9164-9172

A. Jahanger. Impact of globalization on CO2 emissions based on EKC hypothesis in developing world: the moderating role of human capital. Environ. Sci. Pollut. Res., 29 (14) (2022), pp. 20731-20751

A.G. Khan, M.A. Hossain, S. Chen. Do financial development, trade openness, economic development, and energy consumption affect carbon emissions for an emerging country?. Environ. Sci. Pollut. Res., 28 (2021), pp. 42150-42160

M. Khan, I. Ozturk. Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. J. Environ. Manage., 293 (2021), Article 112812

M.B. Khan, H. Saleem, M.S. Shabbir, X. Huobao. The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries. Energ. Environ., 33 (1) (2022), pp. 107-134

D. Kirikkaleli, T.S. Adebayo. Do renewable energy consumption and financial development matter for environmental sustainability? New global evidence. Sustain. Develop., 29 (4) (2021), pp. 583-594

T. Luni, M.T. Majeed. Improving environmental quality through renewable energy. Evidence from South Asian Economies. Int. J. Energ. Water Resour., 4 (2020), pp. 335-345

M.T. Majeed, M. Mazhar. Financial development and ecological footprint: A global panel data analysis. Pakistan J. Commerce Soc. Sci., 13 (2) (2019), pp. 487-514

M.T. Majeed, M. Mazhar. Reexamination of environmental Kuznets curve for ecological footprint: The role of biocapacity, human capital, and trade. Pakistan J. Commerce Soc. Sci., 14 (1) (2020), pp. 202-254

M.T. Majeed, I. Ozturk. Environmental degradation and population health outcomes: a global panel data analysis. Environ. Sci. Pollut. Res., 27 (13) (2020), pp. 15901-15911

M. Mazhar, M.T. Majeed, Z. Hussain. Remittance inflows, technological innovations, financial development and ecological footprint: A global analysis using PSQR approach. Pakistan J. Commerce Soc. Sci., 16 (3) (2022), pp. 424-451

A. Mehmood, A. Azam, M.A. Mahr. Impact of industrial production and FDI on CO2 emissions in Pakistan. Pakistan J. Econ. Stud., 5 (1) (2022), pp. 257-272

E.P. Mesagan, C.N. Olunkwa. Heterogeneous analysis of energy consumption, financial development, and pollution in Africa: the relevance of regulatory quality. Util. Policy, 74 (2022), Article 101328

M. Murshed, M. Haseeb, M. Alam. The environmental Kuznets curve hypothesis for carbon and ecological footprints in South Asia: the role of renewable energy. GeoJournal, 87 (3) (2022), pp. 2345-2372

N.A. Neequaye, R. Oladi. Environment, growth, and FDI revisited. Int. Rev. Econ. Fina., 39 (2015), pp. 47-56

E. Neumayer. Pollution havens: An analysis of policy options for dealing with an elusive phenomenon. J. Environ. Develop., 10 (2) (2001), pp. 147-177

U.C. Ohajionu, B.A. Gyamfi, M.I. Haseki, F.V. Bekun. Assessing the linkage between energy consumption, financial development, tourism and environment: evidence from method of moments quantile regression. Environ. Sci. Pollut. Res., 29 (20) (2022), pp. 30004-30018

I. Ozturk, A. Acaravci. The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energ. Econ., 36 (2013), pp. 262-267

M.H. Pesaran, R. Smith. Estimating long-run relationships from dynamic heterogeneous panels. J. Econ., 68 (1) (1995), pp. 79-113

M.H. Pesaran, T. Yamagata. Testing slope homogeneity in large panels. J. Econ., 142 (1) (2008), pp. 50-93

Pesaran, H.,2004. General Diagnostic Tests for Cross Section Dependence in Panels.Discussion Paper No. 435. University of Cambridge.

P. Petrović, M.M. Lobanov. Impact of financial development on CO2 emissions: improved empirical results. Environ. Develop. Sustain., 24 (5) (2022), pp. 6655-6675

P.C. Phillips, B.E. Hansen. Statistical inference in instrumental variables regression with I (1) processes. Rev. Econ. Stud., 57 (1) (1990), pp. 99-125

M. Porter, C. Van der Linde. Green and competitive: ending the stalemate. Harv. Bus. Rev. (1995), pp. 119-134

M. Rahaman, M. Hossain, S. Chen. The impact of foreign direct investment, tourism, electricity consumption, and economic development on CO2 emissions in Bangladesh. Environ. Sci. Pollut. Res., 29 (25) (2022), pp. 37344-37358

M.M. Rahman, K. Saidi, M.B. Mbarek. Economic growth in South Asia: the role of CO2 emissions, population density and trade openness. Heliyon, 6 (5) (2020), p. e03903

S. Ren, B. Yuan, X. Ma, X. Chen. International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors. China Econ. Rev., 28 (2014), pp. 123-134

N.H.A.M. Ridzuan, N.F. Marwan, N. Khalid, M.H. Ali, M.L. Tseng. Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: Evidence of the environmental Kuznets curve. Resour. Conserv. Recy, 160 (2020), Article 104879

S. Sabir, U. Qayyum, T. Majeed. FDI and environmental degradation: the role of political institutions in South Asian countries. Environ. Sci. Pollut. Res., 27 (26) (2020), pp. 32544-32553

P. Sadorsky. The impact of financial development on energy consumption in emerging economies. Energ Policy, 38 (5) (2010), pp. 2528-2535

M. Sahoo, M. Gupta, P. Srivastava. Does information and communication technology and financial development lead to environmental sustainability in India? An empirical insight. Telemat. Inform., 60 (2021), Article 101598

P. Sapkota, U. Bastola. Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America. Energ. Econ., 64 (2017), pp. 206-212

F. Seker, H.M. Ertugrul, M. Cetin. The impact of foreign direct investment on environmental quality: a bound testing and causality analysis for Turkey. Renew. Sust. Energ. Rev., 52 (2015), pp. 347-356

O.A. Shobande, L. Ogbeifun. The criticality of financial development and energy consumption for environmental sustainability in OECD countries: evidence from dynamic panel analysis. Int. J. Sust. Dev. World Ecol., 29 (2) (2022), pp. 153-163

H.M.A. Siddique, M.T. Majeed, H.K. Ahmad. The impact of urbanization and energy consumption on CO2 emissions in South Asia. South Asian Stud., 31 (2) (2016), pp. 745-757

M. Singhania, N. Saini. Demystifying pollution haven hypothesis: Role of FDI. J. Business Res., 123 (2021), pp. 516-528

Kyoto Protocol Summit, 1997. Kyoto Protocol to the United Nations framework convention on climate change. Retrieved from: https://unfccc.int/resource/docs/convkp/kpeng.pdf.

T. Tahir, T. Luni, M.T. Majeed, A. Zafar. The impact of financial development and globalization on environmental quality: evidence from South Asian economies. Environ. Sci. Pollut. Res., 28 (7) (2021), pp. 8088-8101

A. Tamazian, B.B. Rao. Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energ. Econ., 32 (1) (2010), pp. 137-145

C.F. Tang, B.W. Tan. The linkages among energy consumption, economic growth, relative price, foreign direct investment, and financial development in Malaysia. Qual. Quant., 48 (2) (2014), pp. 781-797

C.F. Tang, B.W. Tan. The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam. Energy, 79 (2015), pp. 447-454

U. Temurshoev. Pollution haven hypothesis or factor endowment hypothesis: theory and empirical examination for the US and China. CERGE-EI Working Paper, 292 (2006)

K. Tsaurai. The impact of financial development on carbon emissions in Africa. Int. J. Energ. Econ. Policy, 9 (3) (2019), pp. 144-153

UNEP. Emissions Gap Report 2019. United Nations Environment Programme, Nairobi (2019)

UNEP. UNEP at the climate COP27. United Nations Environment Programme, Nairobi (2022)

United Nations. Kyoto protocol to the United Nations framework convention on climate change. United Nations (1997)

USEPA.,2019. Reducing black carbon emissions in South Asia: Low cost opportunities. United States Environmental Protection Agency. Available at: http://ccacoalition.org/en/file/573/download?token=0ajHtUmC

M. Usman, A. Jahanger, M.S.A. Makhdum, D. Balsalobre-Lorente, A. Bashir. How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation. Energy, 241 (2022), Article 122515

World Bank.. World Development Indicators. The World Bank, Washington, DC (2020)

World Bank.. World Bank Group Climate Change Action Plan 2021–2025: South Asia Roadmap. World Bank, Washington, DC (2021)

X. Yao, R. Yasmeen, J. Hussain, W.U.H. Shah. The repercussions of financial development and corruption on energy efficiency and ecological footprint: Evidence from BRICS and next 11 countries. Energy, 223 (2021), Article 120063

K. Yuxiang, Z. Chen. Financial development and environmental performance: Evidence from China. Environ. Dev. Econ., 16 (1) (2010), pp. 1-19

A. Zafar, M.T. Majeed, M. Nosheen, J. Iqbal. Globalization, financial development, and environmental sustainability: evidence from heterogeneous income groups of Asia. Environ. Sci. Pollut. Res., 28 (2021), pp. 50430-50446

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

L. Zarsky. Havens, halos and spaghetti: untangling the evidence about foreign direct investment and the environment. Foreign Direct Inv. Environ., 13 (8) (1999), pp. 47-74

A. Zeraibi, Z. Ahmed, K. Shehzad, M. Murshed, S.P. Nathaniel, H. Mahmood. Revisiting the EKC hypothesis by assessing the complementarities between fiscal, monetary, and environmental development policies in China. Environ. Sci. Pollut. Res., 29 (16) (2022), pp. 23545-23560

Y.J. Zhang. The impact of financial development on carbon emissions: An empirical analysis in China. Energ Policy, 39 (4) (2011), pp. 2197-2203

C. Zhang, X. Zhou. Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China. Renew. Sust. Energ. Rev., 58 (2016), pp. 943-951