Skip to main content
Log in

Intervening long-run fundamentals of fossil energy demand—an effort towards responsible and clean energy consumption

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Energy is crucial for growth, but over-reliance on fossil energy undermines sustainability. COP27 has emphasized over transition towards clean energy. Empirical studies have pointed out that energy transition requires infrastructure development which is costly in the short run. Global and national efforts to transition to renewable energy require investigating what matters in global fossil energy demand. While empirical studies have focused on motivating renewable energy, this study explores the determinants of fossil energy in anticipation of reducing its reliance and moving towards sustainable development goals. A non-linear panel quantile ARDL regression was deployed using data from 137 countries and showed that increased forest and natural resource rents and health expenditures are already playing their role. The quadratic models highlighted the importance of optimizing resource rents to nudge the renewable resource decision. Now, policymakers need to intervene in terms of income, education, and fossil energy rents to help households and firms prefer renewable energy sources and move towards sustainability.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

Data availability

The data sources of variables are mentioned in the “Methodology” section.

Notes

  1. Mean is higher than standard deviation of the variable

  2. Mean is smaller than standard deviation of the variable

References

  • Akintande OJ, Olubusoye OE, Adenikinju AF, Olanrewaju BT (2020) Modeling the determinants of renewable energy consumption: evidence from the five most populous nations in Africa. Energy 206:117992

    Article  Google Scholar 

  • Antonietti R, Fontini F (2019) Does energy price affect energy efficiency? Cross-country panel evidence. Energy Policy 129:896–906

    Article  Google Scholar 

  • Anwar MA, Arshed N, Kousar N (2017) Renewable energy consumption and economic growth in member of OIC countries. Eur Online J Nat Soc 6(1):111–129

    CAS  Google Scholar 

  • Apergis N, Danuletiu DC (2014) Renewable energy and economic growth: evidence from the sign of panel long-run causality. Int J Energy Econ Policy 4(4):578–587

    Google Scholar 

  • Apergis N, Payne JE (2010a) The emissions, energy consumption, and growth nexus: evidence from the commonwealth of independent states. Energy Policy 38(1):650–655

    Article  Google Scholar 

  • Apergis N, Payne JE (2010b) Energy consumption and growth in South America: evidence from a panel error correction model. Energy Econ 32(6):1421–1426

    Article  Google Scholar 

  • Apergis N, Payne JE (2012) Renewable and non-renewable energy consumption-growth nexus: evidence from a panel error correction model. Energy Econ 34(3):733–738

    Article  Google Scholar 

  • Araia MG (2005) Revealing the forest hidden value: the case study of Eritrea (Doctoral dissertation,. University of Stellenbosch, Stellenbosch

    Google Scholar 

  • Arshed N (2016) Effects of price and interest rate differential on multilateral exchange rate of Pakistan. Int J Organ Anal:96–111

  • Arshed N, Anwar A, Kousar N, Bukhari S (2018) Education enrollment level and income inequality: a case of SAARC economies. Soc Indic Res 140(3):1211–1224

    Article  Google Scholar 

  • Arshed N, Hameed K, Saher A, Yazdani N (2022) The cultural differences in the effects of carbon emissions—an EKC analysis. Environ Sci Pollut Res:1–17

  • 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

    Article  CAS  Google Scholar 

  • Asselt HV, Green F (2022) COP26 and the dynamics of anti-fossil fuel norms, Wiley Interdisciplinary Reviews: Climate Change, p e816

  • Baker, M. (2016). QREGPD: Stata module to perform quantile regression for panel data. https://econpapers.repec.org/software/bocbocode/S458157.htm. Accessed 25 Jan 2023

    Google Scholar 

  • Baye RS, Ahenkan A, Darkwah S (2021) Renewable energy output in sub-Saharan Africa. Renew Energy 174:705–714

    Article  Google Scholar 

  • Birol F, Keppler JH (2000) Prices, technology development and the rebound effect. Energy Policy 28(6-7):457–469

    Article  Google Scholar 

  • Blackburne EF III, Frank MW (2007) Estimation of nonstationary heterogeneous panels. Stata J 7(2):197–208

    Article  Google Scholar 

  • Bourcet C (2020) Empirical determinants of renewable energy deployment: a systematic literature review. Energy Econ 85:104563

    Article  Google Scholar 

  • Dai H, Mamkhezri J, Arshed N, Javaid A, Salem S, Khan YA (2022) Role of energy mix in determining climate change vulnerability in G7 countries. Sustainability 14(4):2161

    Article  CAS  Google Scholar 

  • David M (2018) The role of organized publics in articulating the exnovation of fossil-fuel technologies for intra-and intergenerational energy justice in energy transitions. Appl Energy 228:339–350

    Article  Google Scholar 

  • Dhungel KR (2007) A causal relationship between energy consumption and economic growth in Nepal. Agricultural trade reform and poverty in the Asia-Pacific region: a survey and some new results Air pollution and income distribution in India Universal health-care demands in rural Northern 14(2):137

    Google Scholar 

  • Ergun SJ, Owusu PA, Rivas MF (2019) Determinants of renewable energy consumption in Africa. Environ Sci Pollut Res 26(15):15390–15405

    Article  Google Scholar 

  • Frederiks ER, Stenner K, Hobman EV (2015) Household energy use: applying behavioural economics to understand consumer decision-making and behaviour. Renew Sust Energ Rev 41:1385–1394

    Article  Google Scholar 

  • Godde CM, Mason-D'Croz D, Mayberry DE, Thornton PK, Herrero M (2021) Impacts of climate change on the livestock food supply chain; a review of the evidence. Global food security 28:100488

    Article  CAS  Google Scholar 

  • Grossman GM, Krueger AB (1991) Environmental impacts of a North American free trade agreement, vol w3914. National Bureau of economic research

    Book  Google Scholar 

  • Gujarati DM (2022) Gujarati: basic econometrics. McGraw-hill

    Google Scholar 

  • Haans RF, Pieters C, He ZL (2016) Thinking about U: theorizing and testing U-and inverted U-shaped relationships in strategy research. Strateg Manag J 37(7):1177–1195

    Article  Google Scholar 

  • Hanif N, Arshed N, Aziz O (2020) On interaction of the energy: human capital Kuznets curve? A case for technology innovation. Environ Dev Sustain 22(8):7559–7586

    Article  Google Scholar 

  • Hunt LC, Ninomiya Y (2005) Primary energy demand in Japan: an empirical analysis of long-term trends and future CO2 emissions. Energy Policy 33(11):1409–1424

    Article  Google Scholar 

  • Jahanger A, Chishti MZ, Onwe JC, Awan A (2022) How far renewable energy and globalization are useful to mitigate the environment in Mexico? Application of QARDL and spectral causality analysis. Renew Energy 201:514–525

    Article  CAS  Google Scholar 

  • Javaid A, Arshed N, Munir M, Zakaria ZA, Alamri FS, Khalifa HAE, Hanif U (2022) Econometric assessment of institutional quality in mitigating global climate-change risk. Sustainability 14(2):669

    Article  Google Scholar 

  • Kilinc-Ata N, Dolmatov IA (2022) Which factors influence the decisions of renewable energy investors? Empirical evidence from OECD and BRICS countries. Environ Sci Pollut Res:1–17

  • Kuznets S (2019) Economic growth and income inequality. In: The gap between rich and poor. Routledge, pp 25–37

    Chapter  Google Scholar 

  • Lawson LA (2020) GHG emissions and fossil energy use as consequences of efforts of improving human well-being in Africa. J Environ Manag 273:111–136

    Article  Google Scholar 

  • Mahalik MK, Mallick H, Padhan H (2021) Do educational levels influence the environmental quality? The role of renewable and non-renewable energy demand in selected BRICS countries with a new policy perspective. Renew Energy 164:419–432

    Article  Google Scholar 

  • Mehrara M (2007) Energy consumption and economic growth: the case of oil exporting countries. Energy Policy 35(5):2939–2945

    Article  Google Scholar 

  • Mehrara M, Rezaei S, Razi DH (2015) Determinants of renewable energy consumption among ECO countries; based on Bayesian model averaging and weighted-average least square. Int Lett Soc Humanist Sci 54:96–109

    Google Scholar 

  • Omri A, Nguyen DK (2014) On the determinants of renewable energy consumption: international evidence. Energy 72:554–560

    Article  Google Scholar 

  • Ozturk I, Acaravci A (2010) CO2 emissions, energy consumption and economic growth in Turkey. Renew Sust Energ Rev 14(9):3220–3225

    Article  Google Scholar 

  • Panja P (2021) Deforestation, Carbon dioxide increase in the atmosphere and global warming: a modelling study. Int J Model Simul 41(3):209–219

    Article  Google Scholar 

  • Papież M, Śmiech S, Frodyma K (2018) Determinants of renewable energy development in the EU countries. A 20-year perspective. Renew Sust Energ Rev 91:918–934

    Article  Google Scholar 

  • Pata UK (2021) Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues. Eur J Health Econ 22(9):1427–1439

    Article  Google Scholar 

  • Pedroni, P. (2008). Nonstationary panel data. Notes for IMF Course (not publically available)

  • Pérez-Lombard L, Ortiz J, Pout C (2008) A review on buildings energy consumption information. Energy Build 40(3):394–398

    Article  Google Scholar 

  • Piggot G, Verkuijl C, van Asselt H, Lazarus M (2020) Curbing fossil fuel supply to achieve climate goals. Clim Pol 20(8):881–887

    Article  Google Scholar 

  • Przychodzen W, Przychodzen J (2020) Determinants of renewable energy production in transition economies: a panel data approach. Energy 191:116583

    Article  Google Scholar 

  • Romer PM (1990) Endogenous technological change. J Polit Econ 98(5, Part 2):S71–S102

    Article  Google Scholar 

  • Sadorsky P (2009) Renewable energy consumption and income in emerging economies. Energy Policy 37(10):4021–4028

    Article  Google Scholar 

  • Salem S, Arshed N, Anwar A, Iqbal M, Sattar N (2021) Renewable energy consumption and carbon emissions—testing nonlinearity for highly carbon emitting countries. Sustainability 13(21):11930

    Article  CAS  Google Scholar 

  • Sart G, Bayar Y, Sezgin FH, Danilina M (2022) Impact of educational attainment on renewable energy use: evidence from emerging market economies. Energies 15(7):2695

    Article  Google Scholar 

  • Sial MH, Arshed N, Amjad MA, Khan YA (2022) Nexus between fossil fuel consumption and infant mortality rate: a non-linear analysis. Environ Sci Pollut Res:1–10

  • Sohail H, Arshed N (2022) Contribution of Islamic debt financing in entrepreneurship promoting financial sector transformation. Int J Emerg Res Manag Technol 12(2)

  • Sorrell S (2015) Reducing energy demand: a review of issues, challenges and approaches. Renew Sust Energ Rev 47:74–82

    Article  Google Scholar 

  • Steg L, Shwom R, Dietz T (2018) What drives energy consumers? Engaging people in a sustainable energy transition. IEEE Power and Energy Magazine 16(1):20–28

    Article  Google Scholar 

  • Trainer FE (1995) Can renewable energy sources sustain affluent society? Energy Policy 23(12):1009–1026

    Article  Google Scholar 

  • Uzar U (2020) Is income inequality a driver for renewable energy consumption? J Clean Prod 255:120287

    Article  Google Scholar 

  • Wang H, Amjad MA, Arshed N, Mohamed A, Ali S, Jafri MAH, Khan YA (2022a) Fossil energy demand and economic development in BRICS countries. Front Energy Res 10:842793

    Article  Google Scholar 

  • Wang J, Hassan MS, Alharthi M, Arshed N, Hanif I, Saeed MI (2022) Inspecting non-linear behavior of aggregated and disaggregated renewable and non-renewable energy consumption on GDP per capita in Pakistan. Energy Strategy Rev 39:100772

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Yu-Ke C, Hassan MS, Kalim R, Mahmood H, Arshed N, Salman M (2022) Testing asymmetric influence of clean and unclean energy for targeting environmental quality in environmentally poor economies. Renew Energy 197:765–775

    Article  Google Scholar 

  • Zahid T, Arshed N, Munir M, Hameed K (2021) Role of energy consumption preferences on human development: a study of SAARC region. Econ Chang Restruct 54(1):121–144

    Article  Google Scholar 

  • Zhang T, van der Wiel K, Wei T, Screen J, Yue X, Zheng B et al (2022) Increased wheat price spikes and larger economic inequality with 2° C global warming. One Earth 5(8):907–916

    Article  Google Scholar 

  • Zhao P, Lu Z, Fang J, Paramati SR, Jiang K (2020) Determinants of renewable and non-renewable energy demand in China. Struct Chang Econ Dyn 54:202–209

    Article  Google Scholar 

Download references

Acknowledgements

The author thanks all the supervisors and respective affiliations for their kind support.

Funding

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Contributions

The author has equally contributed to the preparation of this manuscript.

Corresponding author

Correspondence to Noman Arshed.

Ethics declarations

Ethical approval

There is no need for ethical approval because this study does not use patient and/or animal data.

Consent to participate

Not applicable.

Consent for publication

The author agrees to publish this study.

Conflict of interest

The author declares no competing interests.

Additional information

Responsible Editor: Roula Inglesi-Lotz

The document has never been placed as pre-print.

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

Table 6 List of countries

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Arshed, N. Intervening long-run fundamentals of fossil energy demand—an effort towards responsible and clean energy consumption. Environ Sci Pollut Res 30, 114873–114885 (2023). https://doi.org/10.1007/s11356-023-30495-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-023-30495-8

Keywords

Navigation