Skip to main content

Advertisement

Log in

Determinants of CO2 emissions: empirical evidence from Egypt

  • Published:
Environmental and Ecological Statistics Aims and scope Submit manuscript

Abstract

This paper aims to explore the main determinants of environmental quality in Egypt by utilizing the data covering the years from 1971 to 2014. These dynamics were explored by utilizing the ARDL, wavelet coherence and Gradual shift causality approaches. The ARDL bounds test revealed cointegration among series. Findings based on the ARDL revealed; (i) positive and significant interaction between energy usage and CO2 emissions; (ii) no evidence of significant link was found between urbanization and CO2 emissions; (iii) no significant link was found between gross capital formation and CO2 emissions; and (iv) GDP growth impact CO2 emissions positively in Egypt. Furthermore, findings from the wavelet coherence technique provide supportive evidence for the ARDL estimate. The Gradual shift causality test revealed one-way causality from CO2 emissions to energy consumption and economic growth, while there is evidence of feedback causality between CO2 and gross capital formation. Based on these findings, policymakers in Egypt need to formulate environmental policies to promote sustainable urbanization and clean energy without undermining economic growth.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

Notes

  1. In ARDL testing, five different cases usually surface. The first scenario is the application of the bound test with trend and intercept, the second case is the application of bounds test with restricted intercept and without trend, the third case is without unconstrained determinist interception and trend, the fourth scenario is the application of the bounds test with an unconstrained determinist interception and limited trend, and the fifth scenario is the application of the bounds test with an unconstrained interception and limited trend.

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. https://doi.org/10.1007/s42452-020-03705-y

    Article  Google Scholar 

  • Adebayo TS, Beton Kalmaz D (2020) Ongoing debate between foreign aid and economic growth in Nigeria: a wavelet analysis. Soc Sci Quart 101(5):2032–2051

    Google Scholar 

  • Adebayo TS, Awosusi AA, Adeshola I (2020) Determinants of CO2 emissions in emerging markets: an empirical evidence from MINT economies. Int J Renew Energy Dev 9(3):411–422

    CAS  Google Scholar 

  • Adedoyin FF, Gumede MI, Bekun FV, Etokakpan MU, Balsalobre-lorente D (2020) Modelling coal rent, economic growth and CO2 emissions: does regulatory quality matter in BRICS economies? Sci Total Environ 710:136284

    CAS  PubMed  Google Scholar 

  • Aeknarajindawat N, Suteerachai B, Suksod P (2020) The impact of natural resources, renewable energy, economic growth on carbon dioxide emission in Malaysia. Int j Energy Econom Policy 10(3):211–218

    Google Scholar 

  • Akinsola GD, Adebayo TS (2020) 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

    Google Scholar 

  • Al-Mulali U, Ozturk I (2015) The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region. Energy 84:382–389

    Google Scholar 

  • Arouri MEH, Youssef AB, M’henni H, Rault C (2012) Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy Policy 45:342–349

    Google Scholar 

  • Bekhet HA, Yasmin T, Al-Smadi RW (2017) Dynamic linkages among financial development, economic growth, energy consumption, CO2 emissions and gross fixed capital formation patterns in Malaysia. Int J Bus Globalisat 18(4):493–523

    Google Scholar 

  • Bekun FV, Emir F, Sarkodie SA (2019) Another look at the relationship between energy consumption, carbon dioxide emissions, and economic growth in South Africa. Sci Total Environ 655:759–765

    CAS  PubMed  Google Scholar 

  • Cai Y, Sam CY, Chang T (2018) Nexus between clean energy consumption, economic growth and CO2 emissions. J Clean Prod 182:1001–1011

    Google Scholar 

  • 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

    Google Scholar 

  • EIA U (2014) Energy Information Administration. 2013. International Energy Outlook. US Department of Energy. https://www.eia.gov/outlooks/ieo/pdf/0484(2014).pdf. Accessed 15 July 2020

  • Esso LJ, Keho Y (2016) Energy consumption, economic growth and carbon emissions: cointegration and causality evidence from selected African countries. Energy 114:492–497

    Google Scholar 

  • Fan Y, Liu LC, Wu G, Wei YM (2006) Analyzing impact factors of CO2 emissions using the STIRPAT model. Environ Impact Assess Rev 26(4):377–395

    Google Scholar 

  • Farhani S, Ben Rejeb J (2012) Energy consumption, economic growth and CO2 emissions: evidence from panel data for MENA region. Int J Energy Econom Policy (IJEEP) 2(2):71–81

    Google Scholar 

  • Goupillaud P, Grossmann A, Morlet J (1984) Cycle-octave and related transforms in seismic signal analysis. Geoexploration 23(1):85–102

    Google Scholar 

  • Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377

    Google Scholar 

  • International Monetary Fund (IMF) (2015) https://www.imf.org/en/News/Articles/2015/09/28/04/53/socar021308a. Accessed 8 July 2020

  • Kalmaz DB, Kirikkaleli D (2019) Modeling CO2 emissions in an emerging market: empirical finding from ARDL-based bounds and wavelet coherence approaches. Environ Sci Pollut Res 26(5):5210–5220. https://doi.org/10.1007/s11356-018-3920-z

    Article  CAS  Google Scholar 

  • Khan MK, Khan MI, Rehan M (2020) The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan. Financial Innovation 6(1):1–13

    Google Scholar 

  • Kirikkaleli D (2020) New insights into an old issue: exploring the nexus between economic growth and CO2 emissions in China. Environ Sci Pollut Res 27:1–10

    Google Scholar 

  • Kirikkaleli D, Gokmenoglu KK (2019) Sovereign credit risk and economic risk in Turkey: empirical evidence from a wavelet coherence approach. Borsa Istanb Rev. https://doi.org/10.1016/j.bir.2019.06.003

    Article  Google Scholar 

  • Kirikkaleli D, Kalmaz DB (2020) Testing the moderating role of urbanization on the environmental Kuznets curve: empirical evidence from an emerging market. Environ Sci Pollut Res 5:1–12

    Google Scholar 

  • Kivyiro P, Arminen H (2014) Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: causality analysis for Sub-Saharan Africa. Energy 74:595–606

    CAS  Google Scholar 

  • Kwiatkowski D, Phillips PCB, Schmidt P, Shin Y (1992) Testing the null hypothesis of stationarity against the alternative of a unit root. J Econom 54:159–178

    Google Scholar 

  • Lee CC, Lee JD (2009) Income and CO2 emissions: evidence from panel unit root and cointegration tests. Energy Policy 37(2):413–423

    Google Scholar 

  • Lee J, Strazicich MC (2003) Minimum Lagrange multiplier unit root test with two structural breaks. Rev Econ Stat 85(4):1082–1089

    Google Scholar 

  • Levine R, Renelt D (1992) A sensitivity analysis of cross-countries growth regressions. Am Econom Rev 82:942–963

    Google Scholar 

  • Li K, Lin B (2015) Impacts of urbanization and industrialization on energy consumption/CO2 emissions: does the level of development matter? Renew Sustain Energy Rev 52:1107–1122

    CAS  Google Scholar 

  • Maji IK, Habibullaha MS (2015) Impact of economic growth, energy consumption and foreign direct investment on CO2 emissions: evidence from Nigeria. World Appl Sci J 33(4):640–645. https://doi.org/10.5829/idosi.wasj.2015.33.04.93

    Article  CAS  Google Scholar 

  • Martínez-Zarzoso I, Maruotti A (2011) The impact of urbanization on CO2 emissions: evidence from developing countries. Ecol Econ 70(7):1344–1353

    Google Scholar 

  • Mikayilov JI, Galeotti M, Hasanov FJ (2018) The impact of economic growth on CO2 emissions in Azerbaijan. J Clean Product 197:1558–1572

    Google Scholar 

  • Mutascu M (2018) A time-frequency analysis of trade openness and CO2 emissions in France. Energy Policy 115:443–455

    Google Scholar 

  • Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy Policy 38(1):661–666

    Google Scholar 

  • Nazlioglu S, Gormus NA, Soytas U (2016) Oil prices and real estate investment trusts (REITs): gradual-shift causality and volatility transmission analysis. Energy Econ 60:168–175

    Google Scholar 

  • Odugbesan JA, Adebayo TS (2020) Modeling CO2 emissions in South Africa: empirical evidence from ARDL based bounds and wavelet coherence techniques. Environ Sci Pollut Res 315:1–13

    Google Scholar 

  • Ozturk I, Acaravci A (2010) On the relationship between energy consumption, CO2 emissions and economic growth in Europe. Energy 35:5412–5420

    Google Scholar 

  • Pal D, Mitra SK (2017) Time-frequency contained co-movement of crude oil and world food prices: a wavelet-based analysis. Energy Econom 62:230–239

    Google Scholar 

  • 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

    Google Scholar 

  • Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econom 16(3):289–326

    Google Scholar 

  • Phillips PC, Hansen BE (1990) Statistical inference in instrumental variables regression with I (1) processes. Rev Econom Stud 57(1):99–125

    Google Scholar 

  • Phillips PC, Perron P (1988) Testing for a unit root in time series regression. Biometrika 75(2):335–346

    Google Scholar 

  • Raggad B (2018) Carbon dioxide emissions, economic growth, energy use, and urbanization in Saudi Arabia: evidence from the ARDL approach and impulse saturation break tests. Environ Sci Pollut Res 25(15):14882–14898

    CAS  Google Scholar 

  • Raheem ID, Ogebe JO (2017) CO2 emissions, urbanization and industrialization. Manage Environ Qual 56:20–27

    Google Scholar 

  • Rahman ZU, Ahmad M (2019) Modeling the relationship between gross capital formation and CO2 (a) symmetrically in the case of Pakistan: an empirical analysis through NARDL approach. Environ Sci Pollut Res 26(8):8111–8124

    CAS  Google Scholar 

  • Rauf A, Zhang J, Li J, Amin W (2018) Structural changes, energy consumption and Carbon emissions in China: empirical evidence from ARDL bound testing model. Struct Change Econom Dynam 47:194–206

    Google Scholar 

  • Saboori B, Sulaiman J (2013) Environmental degradation, economic growth and energy consumption: evidence of the environmental Kuznets curve in Malaysia. Energy Policy 60:892–905

    Google Scholar 

  • Saboori B, Sulaiman J, Mohd S (2012) Economic growth and CO2 emissions in Malaysia: a cointegration analysis of the environmental Kuznets curve. Energy policy 51:184–191

    Google Scholar 

  • Siddique HMA, Majeed MT, Ahmad HK (2016) The impact of urbanization and energy consumption on CO2 emissions in South Asia. South Asian Stud 31(2):745–757

    Google Scholar 

  • Stock JH, Watson MW (1993) A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica 784:783–820

    Google Scholar 

  • Taraki SA, Arslan MM (2019) Capital formation and economic development. Int J Sci Res 8:772–780

    Google Scholar 

  • Topcu E, Altinoz B, Aslan A (2020) Global evidence from the link between economic growth, natural resources, energy consumption, and gross capital formation. Resour Policy 66:101622

    Google Scholar 

  • Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteor Soc 79(1):61–78

    Google Scholar 

  • Umar M, Ji X, Kirikkaleli D, Xu Q (2020) COP21 Roadmap: do innovation, financial development, and transportation infrastructure matter for environmental sustainability in China? J Environ Manage 271:111026

    PubMed  Google Scholar 

  • Wang S, Li Q, Fang C, Zhou C (2016) The relationship between economic growth, energy consumption, and CO2 emissions: empirical evidence from China. Sci Total Environ 542:360–371

    CAS  PubMed  Google Scholar 

  • Wang Z, Asghar MM, Zaidi SAH, Wang B (2019) Dynamic linkages among CO2 emissions, health expenditures, and economic growth: empirical evidence from Pakistan. Environ Sci Pollut Res 26(15):15285–15299

    CAS  Google Scholar 

  • Wasti SKA, Zaidi SW (2020) An empirical investigation between CO2 emission, energy consumption, trade liberalization and economic growth: a case of Kuwait. J Build Eng 28:101–104

    Google Scholar 

  • World Bank (2017) World development indicators. http://data.worldbank.org/(retrieved 21 March 2020)

  • World Bank (2018) World development indicators. http://data.worldbank.org/. Accessed 25 March 2020

  • World Bank, (2020). World development indicators. http://data.worldbank.org/. Accessed 5 April 2020

  • Zhu H, Xia H, Guo Y, Peng C (2018) The heterogeneous effects of urbanization and income inequality on CO2 emissions in BRICS economies: evidence from panel quantile regression. Environ Sci Pollut Res 25(17):17176–17193

    CAS  Google Scholar 

  • Zivot E, Andrews DWK (2002) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J Bus Econom Stat 20(1):25–44

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tomiwa Sunday Adebayo.

Additional information

Handling editor: Luiz Duczmal.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Adebayo, T.S., Beton Kalmaz, D. Determinants of CO2 emissions: empirical evidence from Egypt. Environ Ecol Stat 28, 239–262 (2021). https://doi.org/10.1007/s10651-020-00482-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10651-020-00482-0

Keywords

Navigation