Abstract
In our groundbreaking exploration, we meticulously delve into the relationship between environmental policy stringency, international trade dynamics, and financial openness within the BRICS group (Brazil, Russia, India, China, and South Africa) spanning from 1996 to 2021. With a focus on critical variables such as economic growth and technological innovation, our empirical findings challenge conventional wisdom. Surprisingly, we found that those stringent environmental policies, when standing alone, do not invariably lead to reduce CO2 emissions. Equally interesting is our startling discovery that the anticipated moderating influence of environmental policy stringency, catalyzed by trade and foreign direct investment, on the well-being of our environment does not materialize; contrarily, both trade and foreign direct investment moderating channels exhibit unanticipated positive correlations with CO2 emissions. These revelations provoke us with the presence of a “pollution haven” phenomenon within the BRICS economies. Furthermore, our investigation reveals that, when examined individually, trade and foreign direct investment also appear to contribute to elevated emission levels. These findings provide a resolute solution to our research quandary, underlining the indispensable requirement for cutting-edge and robust environmental policies. These policies must possess the prowess to effectively counteract the adverse environmental consequences stemming from the amalgamation of global trade and financial integration. In doing so, they shall propel BRICS nations toward a future firmly grounded in principles of sustainability and ecological integrity.
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Data availability
The data and materials used in this study can be made available by the corresponding author upon reasonable request.
Notes
Russia’s Environmental Policy: The Impact of the Oil and Gas Sector, The Oxford Institute for Energy Studies, 2014.
Brazil’s Amazon Deforestation Surges to 12-Year High, The Guardian, 2020.
All the independent variables except EP span up to 2021; therefore, we have extended all the variables till 2021.
We express our gratitude to the esteemed reviewer for providing valuable input. The reviewer recommended the exclusion of outlier years, specifically 2020 and 2021, to enhance the robustness of the long-run tests. Intriguingly, our analysis also pinpointed the years 2020 and 1997 as critical structural breaks in the context of trade, foreign direct investment (FDI), economic growth, and the environmental policy stringency index. In response to this insight, we have duly removed the years 2020 and 2021 as well as conducted a thorough examination of the long-run analysis using Driscoll and Kraay’s (1998) standard error approach, and the result is tabulated in Table A2. Notably, the robust results remained consistent with the original findings reported in Tables 7 and 8, reaffirming the absence of any significant impact associated with these structural breaks. This underscores the stability and reliability of our research outcomes in the face of potential outlier years.
This is supported by the formerly renowned Porter Hypothesis, which supports view that a stringent policy enhances environmentally friendly technology and thus a positive impact on the environment (Porter and Van der Linde 1995).
This is similar to the study of Ulucak (2020) where innovative technology is considered as the standard for producing and consuming fossil fuels that are non-renewable and emit environmentally unfriendly gases into the atmosphere.
References
Akalpler E, Hove S (2019) Carbon emissions, energy use, real GDP per capita and trade matrix in the Indian economy-an ARDL approach. Energy 168:1081–1093
Albulescu CT, Boatca-Barabas ME, Diaconescu A (2022) The asymmetric effect of environmental policy stringency on CO2 emissions in OECD countries. Environ Sci Pollut Res 29(18):27311–27327
Apergis N, Ozturk I (2015) Testing environmental Kuznets curve hypothesis in Asian countries. Ecol Indic 52:16–22
Assamoi GR, Wang S (2023) Asymmetric effects of economic policy uncertainty and environmental policy stringency on environmental quality: evidence from China and the United States. Environ Sci Pollut Res 30(11):29996–30016
Baloch MA, Zhang J, Iqbal K, Iqbal Z (2019) The effect of financial development on ecological footprint in BRI countries: evidence from panel data estimation. Environ Sci Pollut Res 29:6199–6208
Balsalobre-Lorente D, Ibáñez-Luzón L, Usman M, Shahbaz M (2022) The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries. Renew Energy 185:1441–1455
Bauer N, McGlade C, Hilaire J, Ekins P (2018) Divestment prevails over the green paradox when anticipating strong future climate policies. Nat Clim Chang 8:130–134
Bauer N, Mouratiadou I, Luderer G, Baumstark L, Brecha RJ, Edenhofer O, Kriegler E (2016a) Global fossil energy markets and climate change mitigation: an analysis with REMIND. Clim Chang 136:69–82
Bauer N, Mouratiadou I, Luderer G, Baumstark L, Brecha RJ, Edenhofer O, Kriegler E (2016b) Global fossil energy markets and climate change mitigation–an analysis with REMIND. Clim Chang 136(1):69–82
Blouin, A., Ghosal, S., Mukand, S. 2012. Globalization and the (mis) governance of nations. CESIFO Working Paper 3715. https://www.cesifo.org/DocDL/cesifo1_wp3715.pdf (accessed 10 December 2022)
BP statistical yearbook of world energy 2020. https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/statistical-review/bp-stats-review-2020-full-report.pdf (accessed 10 December 2022).
Breusch TS, Pagan AR (1980) The Lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud 47(1):239–253
Chakravarty D, Mandal SK (2016) Estimating the relationship between economic growth and environmental quality for the BRICS economies: a dynamic panel data approach. J Dev Areas 50(5):119–130
Chandio AA, Sethi N, Dash DP, Usman M (2022) Towards sustainable food production: what role ICT and technological development can play for cereal production in Asian–7 countries? Comput Electron Agric 202:107368
Chen Y, Lee CC (2020) Does technological innovation reduce CO2 emissions? Cross-country evidence. J Clean Prof 263:121550
Cheng C, Ren X, Wang Z, Yan C (2019) Heterogeneous impacts of renewable energy and environmental patents on CO2 emission—evidence from the BRIICS. Sci Total Environ 668:1328–1338
Cole MA, Elliott RJ (2003) Do environmental regulations influence trade patterns? Testing old and new trade theories. World Econ 26(8):1163–1186
Cole MA, Neumayer E (2004) Examining the impact of demographic factors on air pollution. Popul Environ 26(1):5–21
Cowan WN, Chang T, Inglesi-Lotz R, Gupta R (2014) The nexus of electricity consumption, economic growth and CO2 emissions in the BRICS countries. Energy Policy 66:359–368
Dauda L, Long X, Mensah CN, Salman M (2019) The effects of economic growth and innovation on CO2 emissions in different regions. Environ Sci Pollut Res 26:15028–15038
Danish Wang Z (2019) Does biomass energy consumption help to control environmental pollution? Evidence from BRICS countrie. Sci Total Environ 670(20):1075–1083
Dhaene G, Jochmans K (2015) Split-panel jackknife estimation of fixed-effect models. Rev Econ Stud 82(3):991–1030
Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev Econ Stat 80:549–560
Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460
Essandoh OK, Islam M, Kakinaka M (2020) Linking international trade and foreign direct investment to CO2 emissions: any differences between developed and developing countries? Sci Total Environ 712:136437
Guru S, Verma S, Baheti P, Dagar V (2023) Assessing the feasibility of hyperlocal delivery model as an effective distribution channel. Manag Decis 61(6):1634–1655
Harris R, Tzavalis E (1999) Inference for unit roots in dynamic panels where the time dimension is fixed. J Econ 91(2):201–226
Hoechle D (2007) Robust standard errors for panel regressions with cross-sectional dependence. Stata 7:281–312
Holtz-Eakin D, Newey W, Rosen HS (1988) Estimating vector autoregressions with panel data. Econometrica: Journal of the Econometric Society 1371–1395
Ito K (2017) CO2 emissions, renewable and non-renewable energy consumption, and economic growth: evidence from panel data for developing countries. Int Econ 151:1–6
Jaffe AB, Newell RG, Stavins RN (2002) Environmental policy and technological change. Environ Resour Econ 22:41–70
Joshi JM, Dalei NN, Mehta P (2021) Estimation of gross refining margin of Indian petroleum refineries using Driscoll-Kraay standard error estimator. Energy Policy 150:112148
Juodis A, Karavias Y, Sarafidis V (2021) A homogeneous approach to testing for Granger non-causality in heterogeneous panels. Empir Econ 60(1):93–112
Kao C (1999) Spurious regression and residual-based tests for cointegration in panel data. J Econ 90:1–44
Karavias Y, Tzavalis E (2014) A fixed-T version of Breitung’s panel data unit root test. Econ Lett 124(1):83–87
Khan A, Muhammad F, Chenggang Y, Hussain J, Bano S, Khan MA (2020) The impression of technological innovations and natural resources in energy-growth-environment nexus: a new look into BRICS economies. Sci Total Environ 727:138265
Khattak SI, Ahmad M, Khan ZU, Khan A (2020) Exploring the impact of innovation, renewable energy consumption, and income on CO2 emissions: new evidence from the BRICS economies. Environ Sci Pollut Res 27:13866–13881
Kirikkaleli D, Adebayo TS, Khan Z, Ali S (2021) Does globalization matter for ecological footprint in Turkey? Evidence from dual adjustment approach. Environ Sci Pollut Res 28:14009–14017
Lai A, Wang Q, Cui L (2022) Can market segmentation lead to green paradox? Evid China Energy 254:124390
Liu L, Pang L, Wu H, Hafeez M, Salahodjaev R (2023) Does environmental policy stringency influence CO2 emissions in the Asia Pacific region? A nonlinear perspective. Air Qual Atmos Health: 1–10. (In press, Forthcoming paper)
Mitić P, Munitlak Ivanović O, Zdravković A (2017) A cointegration analysis of real GDP and CO2 emissions in transitional countries. Sustainability 9:568
Mohsin M, Naseem S, Sarfraz M, Azam T (2022) Assessing the effects of fuel energy consumption, foreign direct investment and GDP on CO2 emission: new data science evidence from Europe & Central Asia. Fuel. 314:123098
Nagarajan A (2018) Maharashtra’s war on plastic. Econ Polit Weekly 53(24):11
Neves SA, Marques AC, Patrício M (2020) Determinants of CO2 emissions in European Union countries: does environmental regulation reduce environmental pollution? Econ Anal Policy 68:114–125
Ojekemi OS, Rjoub H, Awosusi AA, Agyekum EB (2022) Toward a sustainable environment and economic growth in BRICS economies: do innovation and globalization matter? Environ Sci Pollut Res 29:57740–57757
Ouyang X, Li Q, Du K (2020) How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data. Energy Policy 139:111310
Ozturk I, Acaravci A (2013) The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Econ 36:262–267
Pao HT, Tsai CM (2010) CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy 38:7850–7860
Park HJ, Lin LM (2020) Exploring attitude–behavior gap in sustainable consumption: comparison of recycled and upcycled fashion products. J Bus Res 117:623–628
Parks RW (1967) Efficient estimation of a system of regression equations when disturbances are both serially and contemporaneously correlated. J Am Stat Assoc 62(318):500–509
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312
Pesaran MH (2015) Testing weak cross-sectional dependence in large panels. Aust Econ Rev 34(6-10):1089–1117
Pesaran MH (2021) General diagnostic tests for cross-sectional dependence in panels. Empir Econ 60(1):13–50
Piwowar-Sulej K, Malik S, Shobande OA, Singh S, Dagar V (2023) A contribution to sustainable human resource development in the era of the COVID-19 pandemic. J Bus Ethics: 1–19. (In Press, Forthcoming paper)
Porter ME, Van der Linde C (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9:97–118
Ramanathan R, He Q, Black A, Ghobadian A, Gallear D (2017) Environmental regulations, innovation and firm performance: a revisit of the Porter hypothesis. J Clean Prod 155:79–92
Rehman A, Ma H, Ozturk I, Murshed M, Dagar V (2021a) The dynamic impacts of CO2 emissions from different sources on Pakistan’s economic progress: a roadmap to sustainable development. Environ Dev Sustain 23(12):17857–17880
Rehman A, Radulescu M, Ma H, Dagar V, Hussain I, Khan MK (2021b) The impact of globalization, energy use, and trade on ecological footprint in Pakistan: does environmental sustainability exist? Energies 14(17):5234
Safdar S, Khan A, Andlib Z (2022) Impact of good governance and natural resource rent on economic and environmental sustainability: an empirical analysis for South Asian economies. Environ Sci Pollut Res 29(55):82948–82965
Saich T (2000) Globalization, governance, and the authoritarian state: China. In: Nye JS, Donahue JD (eds) Governance in a Globalizing World. Brookings Institution, Washington, DC, pp 208–228
Saint Akadiri S, Bekun FV, Sarkodie SA (2019) Contemporaneous interaction between energy consumption, economic growth and environmental sustainability in South Africa: What drives what? Sci Total Environ 686:468–475
Samimi AJ, Ahmadpour M, Ghaderi S (2012) Governance and environmental degradation in MENA region. Procedia Soc Behav Sci 62:503–507
Santra S (2017) The effect of technological innovation on production-based energy and CO2 emission productivity: evidence from BRICS countries. Afr J Sci Technol Innov Dev 9:503–512
Saqib N (2022) Green energy, non-renewable energy, financial development and economic growth with carbon footprint: heterogeneous panel evidence from cross-country. Econ Res 35:6945–6964
Saqib N, Ozturk I, Usman M, Sharif A, Razzaq A (2023) Pollution haven or halo? How European countries leverage FDI, energy, and human capital to alleviate their ecological footprint. Gondwana Res 116:136–148
Seker F, Ertugrul HM, Cetin M (2015) The impact of foreign direct investment on environmental quality: a bounds testing and causality analysis for Turkey. Renew Sust Energ Rev 52:347–356
Shaari MS, Hussain NE, Abdullah H, Kamil S (2014) Relationship among foreign direct investment, economic growth and CO2 emission: a panel data analysis. Int J Energy Econ Policy 4:706–715
Smarzynska BK, Wei SJ (2001) Pollution havens and foreign direct investment: dirty sector or popular myth. NBER Working Paper 8465 https://www.nber.org/papers/w8465 (accessed 10 December 2022)
Steffen W, Rockström J, Richardson K, Lenton TM, Folke C, Liverman D et al (2018) Trajectories of the Earth System in the Anthropocene. Proc Natl Acad Sci 115(33):8252–8259
Stern DI (2004) The rise and fall of the environmental kuznets curve. World Development 32(8):1419–1439
Stern DI, Common MS, Barbier EB (1996) Economic growth and environmental degradation: the environmental Kuznets curve and sustainable development. World Dev 24(7):1151–1160
Tamazian A, Chousa JP, Vadlamannati KC (2009) Does higher economic and financial development lead to environmental degradation: evidence from BRIC countries. Energy Policy 37:246–253
Tamazian A, Rao BB (2010) Do economic, financial and institutional developments matter for environmental degradation? Evid Trans Econ Energy Econ 32:137–145
Ulucak R (2020) How do environmental technologies affect green growth? Evidence from BRICS economies. Sci Total Environ 712:136504
Ulucak R, Khan SUD, Baloch MA, Li N (2020) Mitigation pathways toward sustainable development: is there any trade-off between environmental regulation and carbon emissions reduction? Sustain Dev 28:813–822
Villanthenkodath MA, Mahalik MK (2022) Technological innovation and environmental quality nexus in India: does inward remittance matter? J Public Aff 22:e2291
Wang Y, Sun X, Guo X (2019) Environmental regulation and green productivity growth: empirical evidence on the Porter hypothesis from OECD industrial sectors. Energy Policy 132:611–619
Westerlund J (2008) Panel cointegration tests of the Fisher effect. J Appl Econ 23(2):193–233
Wolde-Rufael Y, Weldemeskel EM (2020) Environmental policy stringency, renewable energy consumption and CO2 emissions: panel cointegration analysis for BRIICTS countries. Int J Green Energy 17(10):568–582
Wu L, Liu S, Liu D, Fang Z, Xu H (2015) Modelling and forecasting CO2 emissions in the BRICS (Brazil, Russia, India, China, and South Africa) countries using a novel multi-variable grey model. Energy 79:489–495
Yirong Q (2022) Does environmental policy stringency reduce CO2 emissions? Evidence from high-polluted economies. J Clean Prod 341:130648
Youssef AB, Boubaker S, Omri A (2018) Entrepreneurship and sustainability: the need for innovative and institutional solutions. Technol Forecast Soc Change 129:232–241
Zakari A, Khan I, Tan D, Alvarado R, Dagar V (2022) Energy efficiency and sustainable development goals (SDGs). Energy 239:122365
Zakarya GY, Mostefa B, Abbes SM, Seghir GM (2015) Factors affecting CO2 emissions in the BRICS countries: a panel data analysis. Procedia Econ Fin 26:114–125
Zhang G, Deng N, Mou H, Zhang ZG, Chen X (2019) The impact of the policy and behaviour of public participation on environmental governance performance: Empirical analysis based on provincial panel data in China. Energy Policy 129:1347–1354
Zhang KM, Wen ZG (2008) Review and challenges of policies of environmental protection and sustainable development in China. J Environ Manag 88:1249–1261
Zhang XQ (2016) The trends, promises and challenges of urbanisation in the world. Habitat Int 54:241–252
Zubair AO, Samad ARA, Dankumo AM (2020) Does gross domestic income, trade integration, FDI inflows, GDP, and capital reduces CO2 emissions? an empirical evidence from Nigeria. Curr Res Environ Sustainability 2:100009
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Mantu Kumar Mahalik: provided supervision; contributed to conceptualization; and wrote and edited the original draft. Shreya Pal: collected data; performed formal analysis and investigation; and wrote the original draft. Thai-Ha Le (corresponding author): wrote and edited the original draft. Sagarika Mishra: conducted literature survey and reviewed the original draft.
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Mahalik, M.K., Pal, S., Le, TH. et al. Does environmental policy stringency improve nature’s health in BRICS economies? Implications for sustainable development. Environ Sci Pollut Res 31, 509–528 (2024). https://doi.org/10.1007/s11356-023-31134-y
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DOI: https://doi.org/10.1007/s11356-023-31134-y