Abstract
Mitigating environmental pollution has become a global agenda keeping the sustainability of socioeconomic and environmental development into cognizance. Against this backdrop, this paper aims to evaluate the authenticity of the environmental Kuznets curve hypothesis in the context of Bangladesh; particularly controlling for different types of energy consumption including coal, natural gas, liquefied petroleum gas, refined petroleum oil, and hydropower. The results from the robust econometric analysis, accounting for multiple structural break concerns in the data, authenticate the validity of the environmental Kuznets curve hypothesis. Besides, the predicted economic growth thresholds are found to be higher than the current level which indicates that Bangladesh is still at a development phase where the nation is trading-off environmental deterioration for economic expansion. Moreover, the results also show that consumption of coal and refined petroleum oils increase emissions of carbon dioxide and aggregate greenhouse gases while higher consumption of natural gas, liquefied petroleum gas, and hydropower are seen to abate these emissions. Thus, in line with these findings, it can be asserted that both natural gas and liquefied petroleum gas can function as transitionary fuels to mitigate environmental pollution in Bangladesh before the nation can completely undergo renewable energy transition. Hence, these findings impose key policy takeaways concerning energy diversification and environmental sustainability in Bangladesh.
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Data availability
The data sets used during the current study are available from the corresponding author on reasonable request.
Notes
RET refers to gradually replacing the use of fossil fuels with renewable alternatives (Murshed 2018).
The period of the analysis is constrained due to data unavailability.
The PHH highlights the adverse environmental impacts of FDI inflows on the environmental quality of the FDI-receiving countries (Nathaniel et al. 2020b).
References
Adeel-Farooq RM, Raji JO, Adeleye BN (2020) Economic growth and methane emission: testing the EKC hypothesis in ASEAN economies. Manag Environ Qual ahead-of-print. https://doi.org/10.1108/MEQ-07-2020-0149
Aguilera RF, Aguilera R (2020) Revisiting the role of natural gas as a transition fuel. Miner Econ 33:73–80. https://doi.org/10.1007/s13563-019-00192-5
Ahmad N, Du L, Lu J, Wang J, Li HZ, Hashmi MZ (2017) Modelling the CO2 emissions and economic growth in Croatia: is there any environmental Kuznets curve? Energy 123:164–172
Alam MJ, Alam MJB, Rahman MH, Khan SK, Munna GM (2006) Unplanned urbanization: assessment through calculation of environmental degradation index. Int J Environ Sci Technol 3(2):119–130
Alam MS, Apergis N, Paramati SR, Fang J (2020) The impacts of R&D investment and stock markets on clean-energy consumption and CO2 emissions in OECD economies. Int J Financ Econ
Ali MU, Gong Z, Ali MU, Wu X, Yao C (2020) Fossil energy consumption, economic development, inward FDI impact on CO2 emissions in Pakistan: testing EKC hypothesis through ARDL model. Int J Financ Econ
Al-Mulali U, Solarin SA, Ozturk I (2016) Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: an autoregressive distributed lag (ARDL) approach. Nat Hazards 80(3):1729–1747
Asongu SA, Agboola MO, Alola AA, Bekun FV (2020) The criticality of growth, urbanization, electricity and fossil fuel consumption to environment sustainability in Africa. Sci Total Environ 712:136376
Bahmani-Oskooee M, Goswami GG (2003) A disaggregated approach to test the J-curve phenomenon: Japan versus her major trading partners. J Econ Financ 27(1):102–113
Bahmani-Oskooee M, Goswami GG (2004) Exchange rate sensitivity of Japan’s bilateral trade flows. Japan World Econ 16(1):1–15
Belaïd F, Zrelli MH (2019) Renewable and non-renewable electricity consumption, environmental degradation and economic development: evidence from Mediterranean countries. Energy Policy 133:110929
Bento JPC, Moutinho V (2016) CO2 emissions, non-renewable and renewable electricity production, economic growth, and international trade in Italy. Renew Sust Energ Rev 55:142–155
Bilgili F, Koçak E, Bulut Ü (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited Environmental Kuznets Curve approach. Renew Sust Energ Rev 54:838–845
Bodansky D (1993) The United Nations framework convention on climate change: a commentary. Yale J Int’l l 18:451
Bristish Petroleum (2019) Statistical review of world energy. British Petroleum, London
Can M, Gozgor G (2017) The impact of economic complexity on carbon emissions: evidence from France. Environ Sci Pollut Res 24(19):16364–16370
Chen Y, Fang Z (2018) Industrial electricity consumption, human capital investment and economic growth in Chinese cities. Econ Model 69:205–219
Chen Y, Li J, Lu H, Xia J (2020) Tradeoffs in water and carbon footprints of shale gas, natural gas, and coal in China. Fuel 263:116778
Clemente J, Montañés A, Reyes M (1998) Testing for a unit root in variables with a double change in the mean. Econ Lett 59(2):175–182
de Chazournes LB (1998) Kyoto protocol to the united nations framework convention on climate change. UN’s Audiovisual Library of International Law (http://untreaty.un.org/cod/avl/ha/kpccc/kpccc.html)
Dickey DA, Fuller WA (1979) Distribution of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74(366a):427–431
Dong K, Sun R, Dong X (2018) CO2 emissions, natural gas and renewables, economic growth: assessing the evidence from China. Sci Total Environ 640:293–302
Dong K, Sun R, Hochman G, Zeng X, Li H, Jiang H (2017) Impact of natural gas consumption on CO2 emissions: panel data evidence from China’s provinces. J Clean Prod 162:400–410
Engle RF, Granger CWJ (1987) Co-integration and error correction: representation, estimation, and testing. Econometrica 55(2):251–276
Erdogan S, Okumus I, Guzel AE (2020) Revisiting the Environmental Kuznets Curve hypothesis in OECD countries: the role of renewable, non-renewable energy, and oil prices. Environ Sci Pollut Res:1–9
Esteve V, Requena F (2006) A cointegration analysis of car advertising and sales data in the presence of structural change. Int J Econ Bus 13(1):111–128
Farhani S, Balsalobre-Lorente D (2020) Comparing the role of coal to other energy resources in the environmental kuznets curve of three large economies. Chin Econ 53(1):82–120
Farhani S, Shahbaz M (2014) What role of renewable and non-renewable electricity consumption and output is needed to initially mitigate CO2 emissions in MENA region? Renew Sust Energ Rev 40:80–90
Fatima T, Shahzad U, Cui L (2020) Renewable and nonrenewable energy consumption, trade and CO2 emissions in high emitter countries: does the income level matter? J Environ Plan Manag:1–25
Gill AR, Viswanathan KK, Hassan S (2018) A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia. Environ Dev Sustain 20(3):1103–1114
Gokmenoglu KK, Olasehinde-Williams GO, Taspinar N (2019) Testing the environmental Kuznets curve hypothesis: the role of deforestation. In: Energy and environmental strategies in the era of globalization. Springer, Cham, pp 61–83
Goldman S (2007) BRICS and beyond. Goldman Sachs Global Economics Group. Available at http://www.goldmansachs.com/japan/ideas/brics/book/BRIC-Full.pdf
Gozgor G, Lau CKM, Lu Z (2018) Energy consumption and economic growth: new evidence from the OECD countries. Energy 153:27–34
Grossman G, Krueger A (1991) Environmental Impacts of a North American Free Trade Agreement (No. 3914). National Bureau of Economic Research, Inc
Guzel AE, Okumus İ (2020) Revisiting the pollution haven hypothesis in ASEAN-5 countries: new insights from panel data analysis. Environ Sci Pollut Res:1–11
Hacker RS, Hatemi-J A (2006) Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application. Appl Econ 38(13):1489–1500
Hacker S, Hatemi-J A (2012) A bootstrap test for causality with endogenous lag length choice: theory and application in finance. J Econ Stud 39(2):144–160
Hansen BE, Phillips PC (1990) Estimation and inference in models of cointegration: A simulation study. Adv Econ 8(1989):225–248
Hasanov FJ, Mikayilov JI, Mukhtarov S, Suleymanov E (2019) Does CO 2 emissions–economic growth relationship reveal EKC in developing countries? Evidence from Kazakhstan. Environ Sci Pollut Res 26(29):30229–30241
Haseeb A, Xia E, Baloch MA, Abbas K (2018) Financial development, globalization, and CO 2 emission in the presence of EKC: evidence from BRICS countries. Environ Sci Pollut Res 25(31):31283–31296
Hekkert MP, Hendriks FH, Faaij AP, Neelis ML (2005) Natural gas as an alternative to crude oil in automotive fuel chains well-to-wheel analysis and transition strategy development. Energy Policy 33(5):579–594
Ibrahiem DM (2016) Environmental Kuznets curve: an empirical analysis for carbon dioxide emissions in Egypt. Int J Green Econ 10(2):136–150
Işık C, Ongan S, Özdemir D (2019) Testing the EKC hypothesis for ten US states: an application of heterogeneous panel estimation method. Environ Sci Pollut Res 26(11):10846–10853
Jebli MB, Youssef SB, Apergis N (2019) The dynamic linkage between renewable energy, tourism, CO 2 emissions, economic growth, foreign direct investment, and trade. Latin Am Econ Rev 28(1):2
Jebli MB, Youssef SB, Ozturk I (2016) Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol Indic 60:824–831
Jin T, Kim J (2020) Investigating the environmental Kuznets curve for Annex I countries using heterogeneous panel data analysis. Environmental Science and Pollution Research
Johansen S, Juselius K (1990) Maximum likelihood estimation and inference on cointegration—with applications to the demand for money. Oxf Bull Econ Stat 52(2):169–210
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
Li Z-Z, Li RYM, Malik MY, Murshed M, Khan Z, Umar M (2020) Determinants of carbon emission in China: how good is green investment? Sustain Produc Consump 27:392–401. https://doi.org/10.1016/j.spc.2020.11.008
Loganathan N, Mursitama TN, Pillai LLK, Khan A, Taha R (2020) The effects of total factor of productivity, natural resources and green taxation on CO 2 emissions in Malaysia. Environ Sci Pollut Res 27:45121–45132
Magazzino C, Bekun FV, Etokakpan MU, Uzuner G (2020) Modeling the dynamic Nexus among coal consumption, pollutant emissions and real income: empirical evidence from South Africa. Environ Sci Pollut Res 27(8):8772–8782
Mahmood H, Alkhateeb TTY, Furqan M (2020) Industrialization, urbanization and CO2 emissions in Saudi Arabia: asymmetry analysis. Energy Rep 6:1553–1560
Maki D (2012) Tests for cointegration allowing for an unknown number of breaks. Econ Model 29(5):2011–2015
Masum MH, Pal SK (2020) Statistical evaluation of selected air quality parameters influenced by COVID-19 lockdown. Global J Environ Sci Manag 6(Covid-19):85–94
Mert M, Bölük G (2016) Do foreign direct investment and renewable energy consumption affect the CO 2 emissions? New evidence from a panel ARDL approach to Kyoto Annex countries. Environ Sci Pollut Res 23(21):21669–21681
Muhammad S, Long X, Salman M, Dauda L (2020) Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries. Energy 196:117102
Murad MW, Alam MM, Noman AHM, Ozturk I (2019) Dynamics of technological innovation, energy consumption, energy price and economic growth in Denmark. Environ Prog Sustain Energy 38(1):22–29
Murshed M (2018) Does improvement in trade openness facilitate renewable energy transition? Evidence from selected South Asian economies. South Asia Econ J 19(2):151–170
Murshed M (2019) A review of the prospects and benefits of smart gridding technology adoption in Bangladesh’s power sector. Natural Gas Electric 36(3):19–28
Murshed M (2020a) Are trade liberalization policies aligned with renewable energy transition in low and middle income countries? An instrumental variable approach. Renew Energy 151:1110–1123
Murshed M (2020b) LPG consumption and Environmental Kuznets Curve hypothesis in South Asia: a time-series ARDL analysis with multiple structural breaks. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-10701-7
Murshed M (2020c) An empirical analysis of the non-linear impacts of ICT-trade openness on renewable energy transition, energy efficiency, clean cooking fuel access and environmental sustainability in South Asia. Environ Sci Pollut Res 27(29):36254–36281
Murshed M (2020d) Electricity conservation opportunities within private university campuses in Bangladesh. Energy & Environment 31(2):256–274. https://doi.org/10.1177/0958305X19857209
Murshed M (2020e) Revisiting the deforestation-induced EKC hypothesis: the role of democracy in Bangladesh. GeoJournal. https://doi.org/10.1007/s10708-020-10234-z
Murshed M, Ferdaus J, Rashid S, Tanha MM, Islam MJ (2020a) The environmental Kuznets curve hypothesis for deforestation in Bangladesh: an ARDL analysis with multiple structural breaks. Energy Ecol Environ. https://doi.org/10.1007/s40974-020-00188-w
Murshed M, Ali SR, Banerjee S (2020b) Consumption of liquefied petroleum gas and the EKC hypothesis in South Asia: evidence from cross-sectionally dependent heterogeneous panel data with structural breaks. Energy Ecol Environ. https://doi.org/10.1007/s40974-020-00185-z
Murshed M, Mahmood H, Tawfik T, Alkhateeb Y, Banerjee S (2020c) Calibrating the impacts of regional trade integration and renewable energy transition on the sustainability of international inbound tourism demand in South Asia. Sustainability 12(20):8341
Murshed M, Abbass K, Rashid S (2020d) Modelling renewable energy adoption across south Asian economies: Empirical evidence from Bangladesh, India, Pakistan and Sri Lanka. International Journal of Finance & Economics. https://doi.org/10.1002/ijfe.2073
Murshed M, Dao NTT (2020) Revisiting the CO 2 emission-induced EKC hypothesis in South Asia: the role of Export Quality Improvement. GeoJournal. https://doi.org/10.1007/s10708-020-10270-9
Murshed M, Tanha MM (2020) Oil price shocks and renewable energy transition: empirical evidence from net oil-importing South Asian economies. Energy Ecol Environ. https://doi.org/10.1007/s40974-020-00168-0
Narayan PK, Narayan S (2005) Estimating income and price elasticities of imports for Fiji in a cointegration framework. Econ Model 22(3):423–438
Narayan PK, Popp S (2013) Size and power properties of structural break unit root tests. Appl Econ 45(6):721–728
Nasre Esfahani M, Rasoulinezhad E (2015) Will be there new CO2 emitters in the future? Evidence of long-run panel co-integration for N-11 countries. Int J Energy Econ Policy 6(3):463–470
Nathaniel S, Aguegboh E, Iheonu C, Sharma G, Shah M (2020b) Energy consumption, FDI, and urbanization linkage in coastal Mediterranean countries: re-assessing the pollution haven hypothesis. Environ Sci Pollut Res 27(28):35474–35487
Nathaniel S, Nwodo O, Adediran A, Sharma G, Shah M, Adeleye N (2019) Ecological footprint, urbanization, and energy consumption in South Africa: including the excluded. Environ Sci Pollut Res 26(26):27168–27179
Nathaniel SP (2019) Modelling urbanization, trade flow, economic growth and energy consumption with regards to the environment in Nigeria. GeoJournal:1–15
Nathaniel SP, Adeleye N, Adedoyin FF (2020a) Natural resource abundance, renewable energy, and ecological footprint linkage in MENA countries. Estudios de economía aplicada 39(2):9
Nathaniel SP, Iheonu CO (2019) Carbon dioxide abatement in Africa: the role of renewable and non-renewable energy consumption. Sci Total Environ 679:337–345
Nilsson M, Griggs D, Visbeck M (2016) Policy: map the interactions between Sustainable Development Goals. Nature 534(7607):320–322
Ozatac N, Gokmenoglu KK, Taspinar N (2017) Testing the EKC hypothesis by considering trade openness, urbanization, and financial development: the case of Turkey. Environ Sci Pollut Res 24(20):16690–16701
Pata UK (2018) Renewable energy consumption, urbanization, financial development, income and CO2 emissions in Turkey: testing EKC hypothesis with structural breaks. J Clean Prod 187:770–779
Pata UK (2020) Renewable and non-renewable energy consumption, economic complexity, CO 2 emissions, and ecological footprint in the USA: testing the EKC hypothesis with a structural break. Environ Sci Pollut Res:1–16
Pazienza P (2019) The impact of FDI in the OECD manufacturing sector on CO2 emission: evidence and policy issues. Environ Impact Assess Rev 77:60–68
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16(3):289–326
Rahman A, Murad SM, Ahmad F, Wang X (2020) Evaluating the EKC hypothesis for the BCIM-EC member countries under the belt and road initiative. Sustainability 12(4):1478
Rahman MM (2020) Environmental degradation: the role of electricity consumption, economic growth and globalisation. J Environ Manag 253:109742
Rana R, Sharma M (2019) Dynamic causality testing for EKC hypothesis, pollution haven hypothesis and international trade in India. J Int Trade Econ Develop 28(3):348–364
Rayhan I, Akter K, Islam MS, Hossain MA (2018) Impact of urbanization and energy consumption on CO2 emissions in Bangladesh: an ARDL bounds test approach. Int J Sci Eng Res 9(6):838–843
Rogelj J, Den Elzen M, Höhne N, Fransen T, Fekete H, Winkler H et al (2016) Paris Agreement climate proposals need a boost to keep warming well below 2 C. Nature 534(7609):631–639
Samargandi N (2017) Sector value addition, technology and CO2 emissions in Saudi Arabia. Renew Sust Energ Rev 78:868–877
Sarkodie SA (2018) The invisible hand and EKC hypothesis: what are the drivers of environmental degradation and pollution in Africa? Environ Sci Pollut Res 25(22):21993–22022
Shah SAR, Naqvi SAA, Anwar S (2020) Exploring the linkage among energy intensity, carbon emission and urbanization in Pakistan: fresh evidence from ecological modernization and environment transition theories. Environ Sci Pollut Res 27(32):40907–40929
Shahbaz M, Farhani S, Ozturk I (2015a) Do coal consumption and industrial development increase environmental degradation in China and India? Environ Sci Pollut Res 22(5):3895–3907
Shahbaz M, Sinha A (2019) Environmental Kuznets curve for CO2 emissions: a literature survey. J Econ Stud 46:106–168
Shahbaz M, Solarin SA, Sbia R, Bibi S (2015b) Does energy intensity contribute to CO2 emissions? A trivariate analysis in selected African countries. Ecol Indic 50:215–224
Shahbaz M, Tiwari AK, Nasir M (2013) The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy 61:1452–1459
Sinha A, Shahbaz M (2018) Estimation of environmental Kuznets curve for CO2 emission: role of renewable energy generation in India. Renew Energy 119:703–711
Solarin SA, Lean HH (2016) Natural gas consumption, income, urbanization, and CO 2 emissions in China and India. Environ Sci Pollut Res 23(18):18753–18765
Stock JH, Watson MW (1993) A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica: Journal of the Econometric Society 783–820
Sulaiman C, Abdul-Rahim AS (2020) Can clean biomass energy use lower CO 2 emissions in African economies? Empirical evidence from dynamic long-run panel framework. Environ Sci Pollut Res 27(30):37699–37708
Sun Y, Li M, Zhang M, Khan HSUD, Li J, Li Z et al (2020) A study on China’s economic growth, green energy technology, and carbon emissions based on the Kuznets curve (EKC). In: Environmental Science and Pollution Research, pp 1–12
Tang CF, Tan BW, Ozturk I (2016) Energy consumption and economic growth in Vietnam. Renew Sust Energ Rev 54:1506–1514
Tiwari AK, Shahbaz M, Hye QMA (2013) The environmental Kuznets curve and the role of coal consumption in India: cointegration and causality analysis in an open economy. Renew Sust Energ Rev 18:519–527
Ulucak R, Bilgili F (2018) A reinvestigation of EKC model by ecological footprint measurement for high, middle and low income countries. J Clean Prod 188:144–157
Ulucak R, Khan SUD (2020) Relationship between energy intensity and CO2 emissions: does economic policy matter? Sustain Dev 28(5):1457–1464
USEIA (2019) International energy statistics. U.S Energy Information Administration. https://www.eia.gov/international/data/world#.
Uzair Ali M, Gong Z, Ali MU, Asmi F, Muhammad R (2020) CO2 emission, economic development, fossil fuel consumption and population density in India, Pakistan and Bangladesh: a panel investigation. Int J Financ Econ
Valadkhani A, Smyth R, Nguyen J (2019) Effects of primary energy consumption on CO2 emissions under optimal thresholds: evidence from sixty countries over the last half century. Energy Econ 80:680–690
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
World Bank (2020) World development indicators. The World Bank
Zambrano-Monserrate MA, Silva-Zambrano CA, Davalos-Penafiel JL, Zambrano-Monserrate A, Ruano MA (2018) Testing environmental Kuznets curve hypothesis in Peru: the role of renewable electricity, petroleum and dry natural gas. Renew Sust Energ Rev 82:4170–4178
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
Zivot E, Andrews DWK (1992) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J Bus Econ Stat 10(3):251–270
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Murshed, M., Alam, R. & Ansarin, A. The environmental Kuznets curve hypothesis for Bangladesh: the importance of natural gas, liquefied petroleum gas, and hydropower consumption. Environ Sci Pollut Res 28, 17208–17227 (2021). https://doi.org/10.1007/s11356-020-11976-6
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DOI: https://doi.org/10.1007/s11356-020-11976-6