Abstract
With the passage of time, the continued burning of fossil fuels is proving to be one of the world’s most serious issues. In response, the current research aims to assess the critical linkage between carbon emissions and renewable energy, trade openness, and economic growth in Sweden utilizing a dataset from 1965 to 2019. The study applied the novel quantile-on-quantile regression (QQ) approach to assess this relationship. The main objectives are to address the following questions: (i) What are the effects of trade openness on CO2 emissions in each quantile? (ii) Does renewable energy consumption mitigates CO2 emissions in each quantile? What is the impact of economic growth on CO2 emissions in each quantile? The outcomes from the QQ approach revealed that at low and medium quantiles (0.1–0.6), the effect of trade openness on CO2 emissions is negative. Furthermore, at lower and higher quantiles (0.1–0.90) of combination of renewable energy consumption and CO2 emissions, the effect of renewable energy consumption on CO2 emissions is negative. Finally, at majority of the quantiles, the effect of economic growth on CO2 emissions is negative. Moreover, the present study applied the quantile regression (QR) approach as a robustness check. The findings of the QR validate the findings of the QQR approach. The study proposes that policy-makers in Sweden should place greater emphasis on raising public awareness regarding the issues of renewable energy since it mitigates environmental degradation.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Availability of data
Data is readily available at https://data.worldbank.org/country/Sweden.
Change history
06 July 2024
This article has been retracted. Please see the Retraction Notice for more detail: https://doi.org/10.1007/s11356-024-34289-4
References
Adebayo TS (2020) Revisiting the EKC hypothesis in an emerging market: an application of ARDL-based bounds and wavelet coherence approaches. SN Appl Sci 2(12):1–15
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 1-26.
Afshan S, Sharif A, Nassani AA, Abro MM, Batool R, Zaman K (2021) The role of information and communication technology (internet penetration) on Asian stock market efficiency: evidence from quantile-on-quantile cointegration and causality approach. Int J Financ Econ 26(2):2307–2324
Ahmed Z, Adebayo TS, Udemba EN, & Kirikkaleli D (2021). Determinants of consumption-based carbon emissions in Chile: an application of non-linear ARDL. Environ Sci Pollut Res 1-15.
Akinsola GD, Adebayo TS (2021) Investigating the causal linkage among economic growth, energy consumption and CO2 emissions in Thailand: an application of the wavelet coherence approach. Int J Renew Energy Dev 10(1):17–26
Al-mulali U, Sheau-Ting L (2014) Econometric analysis of trade, exports, imports, energy consumption and CO2 emission in six regions. Renew Sust Energ Rev 33:484–498
Alola AA, Asongu SA, Agboola MO, Bekun FV (2020) The criticality of growth, urbanization, electricity and fossil fuel consumption to environment sustainability in Africa. Sci Total Environ 712:136376
Álvarez-Herránz A, Balsalobre D, Cantos JM, Shahbaz M (2017) Energy innovations-GHG emissions nexus: fresh empirical evidence from OECD countries. Energy Policy 101:90–100
Apergis N, Payne JE (2012) Renewable and non-renewable energy consumption-growth nexus: Evidence from a panel error correction model. Energy economics 34(3):733–738
Ayobamiji AA, Kalmaz DB (2020) Reinvestigating the determinants of environmental degradation in Nigeria. Inter J Econ Policy Emerg Economie 13(1):52–71
Awosusi AA, Kirikkaleli D, Adebayo TS, Akinsola GD, & Mwamba MN (2021). Can CO 2 emissions and energy consumption determine the economic performance of South Korea? A time series analysis. Environ Sci Pollut Res 1-16.
Baloch MA, Ozturk I, Bekun FV, Khan D (2021) Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: does globalization matter? Bus Strateg Environ 30(1):176–184
Bazarcheh Shabestari N (2018) Energy consumption, CO2 emissions and economic growth: Sweden’s case. Soc Sci 2(1):32–43
Bekun FV, Rauf A, Liu X, Amin W, Rehman OU, Li J, Ahmad F (2020) Does sustainable growth, energy consumption and environment challenges matter for Belt and Road Initiative feat? A novel empirical investigation. J Clean Prod 262:121344
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
BP (2020) British Petroleum. Available online: https://www.bp.com/en/global/corporate/energyeconomics/statistical-review-of-world-energy/co2-emissions.html. Accessed on 29 May 2021
Brock WAWD, Dechert WD, Scheinkman JA, LeBaron B (1996) A test for independence based on the correlation dimension. Econ Rev 15(3):197–235
Cleveland WS (1979) Robust locally weighted regression and smoothing scatterplots. J Am Stat Assoc 74(368):829–836
Dogan E, Seker F (2016) The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew Sustain Energy Rev 60:1074–1085
Dogan E, Ulucak R, Kocak E, Isik C (2020) The use of ecological footprint in estimating the environmental Kuznets curve hypothesis for BRICST by considering cross-section dependence and heterogeneity. Sci Total Environ 723:138063
Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377
Halicioglu F (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy 37(3):1156–1164
He L, Shen J, Zhang Y (2018) Ecological vulnerability assessment for ecological conservation and environmental management. J Environ Manage 206:1115–1125. https://doi.org/10.1016/j.jenvman.2017.11.059
He X, Adebayo TS, Kirikkaleli D, Umar M (2021) Consumption-based carbon emissions in Mexico: an analysis using the dual adjustment approach. Sustain Prod Consump 27:947–957
Joshua U, Bekun FV (2020) The path to achieving environmental sustainability in South Africa: the role of coal consumption, economic expansion, pollutant emission, and total natural resources rent. Environ Sci Pollut Res 27(9):9435–9443
Kasman A, Duman YS (2015) CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ Model 44:97–103
Kasperowicz R (2015) Economic growth and CO2 emissions: the ECM analysis. J Int Stud 8(3):91–98
Kihombo S, Ahmed Z, Chen S, Adebayo TS, Dervis K (2021) Linking financial development, economic growth, and ecological footprint: what is the role of technological innovation? Environ Sci Pollut Res 1–14. https://doi.org/10.1007/s11356-021-14993-1
Kirikkaleli D, Adebayo TS (2020) Do renewable energy consumption and financial development matter for environmental sustainability? New global evidence. Sustain Develop 29(4):583–594
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 1–14
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(11):14009–14017
Lawal AI, Ozturk I, Olanipekun IO, Asaleye AJ (2020) Examining the linkages between electricity consumption and economic growth in African economies. Energy 208:118363
Li J, Hu Z, Shi V, Wang Q (2021a) Manufacturer’s encroachment strategy with substitutable green products. Int J Prod Econ 235:108102. https://doi.org/10.1016/j.ijpe.2021.108102
Li X, Li Z, Jia T, et al (2021b) The sense of community revisited in Hankow, China: Combining the impacts of perceptual factors and built environment attributes. Cities 111:103108. https://doi.org/10.1016/j.cities.2021.103108
Lin B, Moubarak M (2014) Renewable energy consumption–economic growth nexus for China. Renew Sust Energ Rev 40:111–117
Liu JL, Ma CQ, Ren YS, Zhao XW (2020) Do real output and renewable energy consumption affect CO2 emissions? Evidence for selected BRICS countries. Energies 13(4):960
Miao R, Ma J, Liu Y, et al (2019) Variability of aboveground litter inputs alters soil carbon and nitrogen in a coniferous–broadleaf mixed forest of Central China. Forests 10:188. https://doi.org/10.3390/f10020188
Mutascu M (2018) A time-frequency analysis of trade openness and CO2 emissions in France. Energy Policy 115:443–455
Mutascu M, Sokic A (2020) Trade openness-CO 2 emissions nexus: a wavelet evidence from EU. Environ Model Assess 1–18
Musah M, Kong Y, Mensah IA, Li K, Vo XV, Bawuah J, Donkor M (2021) Trade openness and CO2 emanations: a heterogeneous analysis on the developing eight (D8) countries. Environ Sci Pollut Res 1–16
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
Odugbesan JA, Rjoub H (2020) Relationship among economic growth, energy consumption, CO2 emission, and urbanization: evidence from MINT countries. Sage Open 10(2):2158244020914648
Odugbesan JA, Adebayo TS (2021) Modeling CO 2 emissions in South Africa: empirical evidence from ARDL based bounds and wavelet coherence techniques. Environ Sci Pollut Res 28(8):9377–9389
Oh KY, Bhuyan MI (2018) Trade openness and CO 2 emissions: evidence of Bangladesh. Asian J Atmos Environ 12(1):30–36
Oluwajana D, Akinsola GD, Adebayo TS, Kirikkaleli D, Adeshola I, Osemeahon OS (2021) Coal consumption and environmental sustainability in South Africa: the role of financial development and globalization. Int J Renew Energy Dev 10(3):527–536
Panayotou T (1993) Empirical tests and policy analysis of environmental degradation at different stages of economic development (No. 992927783402676). International Labour Organization
Paramati SR, Alam MS, Chen CF (2017) The effects of tourism on economic growth and CO2 emissions: a comparison between developed and developing economies. J Travel Res 56(6):712–724
Park Y, Meng F, Baloch MA (2018) The effect of ICT, financial development, growth, and trade openness on CO 2 emissions: an empirical analysis. Environ Sci Pollut Res 25(30):30708–30719
Rjoub H, Adebayo TS (2021) Assessment of the role of trade and renewable energy consumption on consumption-based carbon emissions: evidence from the MINT economies. Environ Sci Pollut Res 1–13
Sarkodie SA, Ozturk I (2020) Investigating the environmental Kuznets curve hypothesis in Kenya: a multivariate analysis. Renew Sust Energ Rev 117:109481
Sarkodie SA, Adams S, Owusu PA, Leirvik T, Ozturk I (2020) Mitigating degradation and emissions in China: the role of environmental sustainability, human capital and renewable energy. Sci Total Environ 719:137530
Shahbaz M, Raghutla C, Song M, Zameer H, Jiao Z (2020) Public-private partnerships investment in energy as new determinant of CO2 emissions: the role of technological innovations in China. Energy Econ 86:104664
Shan S, Ahmad M, Tan Z, Adebayo TS, Li RYM, Kirikkaleli D (2021) The role of energy prices and non-linear fiscal decentralization in limiting carbon emissions: Tracking environmental sustainability. Energy 234:121243
Sharif A, Baris-Tuzemen O, Uzuner G, Ozturk I, Sinha A (2020) 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
Shmelev SE, Speck SU (2018) Green fiscal reform in Sweden: econometric assessment of the carbon and energy taxation scheme. Renew Sust Energ Rev 90:969–981
Sim N, Zhou H (2015) Oil prices, US stock return, and the dependence between their quantiles. J Bank Financ 55:1–8
Solarin SA, Gil-Alana LA, Lafuente C (2020) An investigation of long range reliance on shale oil and shale gas production in the US market. Energy 195:116933
Soylu ÖB, Adebayo TS, Kirikkaleli D (2021) The imperativeness of environmental quality in China amidst renewable energy consumption and trade openness. Sustainability 13(9):5054
Stone M (1977) An asymptotic equivalence of choice of model by cross-validation and Akaike’s criterion. J R Stat Soc Ser B Methodol 39(1):44–47
Sweden Climate (2021)https://sweden.se/climate/sustainability/energy-use-in-sweden. Accessed 21 June 2021
Tufail M, Song L, Adebayo TS, Kirikkaleli D, Khan S (2021) Do fiscal decentralization and natural resources rent curb carbon emissions? Evidence from developed countries. Environ Sci Pollut Res 1–12
Usman O, Alola AA, Sarkodie SA (2020) Assessment of the role of renewable energy consumption and trade policy on environmental degradation using innovation accounting: evidence from the US. Renew Energy 150:266–277
Zamil AM, Furqan M, Mahmood H (2019) Trade openness and CO2 emissions nexus in Oman. Entrep Sustain Issues 7(2):1319–1329
Zhang S, Liu X, Bae J (2017) Does trade openness affect CO 2 emissions: evidence from ten newly industrialized countries? Environ Sci Pollut Res 24(21):17616–17625
Zhang L, Li Z, Kirikkaleli D, Adebayo TS, Adeshola I, Akinsola GD (2021) Modeling CO2 emissions in Malaysia: an application of Maki cointegration and wavelet coherence tests. Environ Sci Pollut Res 28(20):26030–26044
Author information
Authors and Affiliations
Contributions
Husam Rjoub and Tomiwa Sunday Adebayo collected data and analyzed the dataset. The “Introduction” and “Literature review” sections are written by Tomiwa Sunday Adebayo and Gbenga Daniel Akinsola. Husam Rjoub, Seun Damola Oladipupo, and Husam Rjoub constructed the “Methodology” section and empirical outcomes in the study. Tomiwa Sunday Adebayo and Gbenga Daniel Akinsola contributed to the interpretation of the outcomes and policy-making. All the authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethical approval
This study follows all ethical practices during writing.
Consent to participate
Not applicable
Consent for publication
Not applicable
Competing interests
The authors declare no competing interests.
Transparency
The authors confirm that the manuscript is an honest, accurate, and transparent account of the study reported; that no vital features of the study have been omitted; and that any discrepancies from the study as planned have been explained.
Additional information
Responsible Editor: Ilhan Ozturk
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article has been retracted. Please see the retraction notice for more detail: https://doi.org/10.1007/s11356-024-34289-4"
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Adebayo, S., Rjoub, H., Akinsola, G.D. et al. RETRACTED ARTICLE: 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, 1875–1886 (2022). https://doi.org/10.1007/s11356-021-15706-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-15706-4