Skip to main content

Advertisement

Log in

Does globalization and financial sector development affect environmental quality? A panel data investigation for the Middle East and North African countries

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

Abstract

The broad purpose of this study is to empirically explore the impact of globalization and financial development on environmental pollution by carbon (CO2) emissions in the six Middle East and North Africa (MENA) countries using balanced panel data from 1971 to 2015. We also aimed to test the legitimacy of the environmental Kuznets curve (EKC) hypothesis for this region. The fixed-effects approach preferred by the Hausman specification test is used to estimate the empirical model, and the feasible generalized least squares (F.G.L.S.) estimator is employed to cope with any issue of heteroscedasticity and serial correlation. This study found that globalization and financial development have adverse and significant effects on environmental degradation and affirm the legitimacy of the EKC hypothesis for these countries. The finding of this study suggests that the governments of MENA countries should design and implement appropriate policies for strengthening the renewable sources of energy like wind, solar, bio-fuel, and thermal to decrease CO2 emissions and boost sustainable economic development. The policymakers should focus on the efficiency of institutions and enhancement of energy-saving projects in this region.

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.

Similar content being viewed by others

References

  • Ali W, Abdullah A, Azam M (2016) The dynamic linkage between technological innovation and CO2 emissions in Malaysia: an autoregressive distributed lagged bound approach. Int J Energy Econ Policy 6(3):389–400

    Google Scholar 

  • Ali W, Abdullah A, Azam M (2017) The dynamic relationship between structural change and CO2 emissions in Malaysia: a cointegrating approach. Environ Sci Pollut Res 24(14):12723–12739

    CAS  Google Scholar 

  • Al-Mulali U, Fereidouni HG, Lee JY, Sab CNBC (2013) Exploring the relationship between urbanization, energy consumption, and CO2 emission in MENA countries. Renew Sust Energ Rev 23:107–112

    Google Scholar 

  • Al-Rawashdeh R, Jaradat AQ, Al-Shboul M (2014) Air pollution and economic growth in MENA countries: testing EKC hypothesis. Environ Res Eng Manag 70(4):54–65

    Google Scholar 

  • Ang JB (2007) CO2 emissions, energy consumption, and output in France. Energy Policy 35(10):4772–4778

    Google Scholar 

  • Audi, M. & Ali, A. (2018). Determinants of environmental degradation under the perspective of globalization: a panel analysis of selected MENA nations. MPRA Paper 85776, University Library of Munich, Germany, 18, 149, 166.

  • Azam M (2016) Does environmental degradation shackle economic growth? A panel data investigation on 11 Asian countries. Renew Sustain Energy Rev 65(2016):175–182

    Google Scholar 

  • Azam M (2019) Relationship between energy, investment, human capital, environment and economic growth in BRICS-4. Environ Sci Pollut Res 26(33):34388–34400

    Google Scholar 

  • Azam M, Khan AQ (2016) Testing the Environmental Kuznets Curve hypothesis: a comparative empirical study for low, lower middle, upper middle- and high-income countries. Renew Sust Energ Rev 63:556–567

    CAS  Google Scholar 

  • Azam MK, Ozturk I (2020) Examining foreign direct investment and environmental pollution linkage in Asia. Environ Sci Pollut Res 27(7):7244–7255

    Google Scholar 

  • Azam M, Khan AQ, Abdullah H, Qureshi IM (2016) The impact of CO2 emissions on economic growth: evidence from selected higher CO2 emissions economies. Environ Sci Pollut Res 23(7):6376–6389

    CAS  Google Scholar 

  • Bah MM, Abdulwakil MM, Azam M (2020) Income heterogeneity and the Environmental Kuznets Curve hypothesis in Sub-Saharan African countries. Geo J 85:617–628

    Google Scholar 

  • Baum CF (2001) Residual diagnostics for cross-section time series regression models. Stata J 1(1):101–104

    Google Scholar 

  • 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

    Google Scholar 

  • Breusch TS, Pagan AR (1980) The Lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud 47:239–253

    Google Scholar 

  • Bu M, Lin CT, Zhang B (2016) Globalization and climate change: new empirical panel data evidence. J Econ Surv 30(3):577–595

    Google Scholar 

  • Carson RT, Jeon Y, McCubbin DR (1997) The relationship between air pollution emissions and income: US data. Environ Dev Econ 2(4):433–450

    Google Scholar 

  • Changyong FENG, Hongyue WANG, Naiji LU, Tian CHEN, Hua HE, Ying LU (2014) Log-transformation and its implications for data analysis. Shanghai Arch Psychiatry 26(2):105–109

    Google Scholar 

  • Charfeddine L, Khediri KB (2016) Financial development and environmental quality in UAE: cointegration with structural breaks. Renew Sust Energ Rev 55:1322–1335

    Google Scholar 

  • Charfeddine L, Mrabet Z (2017) The impact of economic development and social-political factors on ecological footprint: a panel data analysis for 15 MENA countries. Renew Sust Energ Rev 76:138–154

    Google Scholar 

  • Choi, E., Heshmati, A., & Cho, Y. (2010). An empirical study of the relationships between CO2 emissions, economic growth and openness.

  • Destek, M. A. (2019). Investigation on the role of economic, social, and political globalization on environment: evidence from CEECs. Environ Sci Pollut Res, 1-14.

  • Dogan E, Turkekul B (2016) CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ Sci Pollut Res 23(2):1203–1213

    Google Scholar 

  • Dong K, Hochman G, Zhang Y, Sun R, Li H, Liao H (2018) CO2 emissions, economic and population growth, and renewable energy: empirical evidence across regions. Energy Econ 75:180–192

    Google Scholar 

  • Dreher A (2006) Does globalization affect growth? Evidence from a new index of globalization. Appl Econ 38(10):1091–1110

    Google Scholar 

  • Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev Econ Stat 80(4):549–560

    Google Scholar 

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

    Google Scholar 

  • Greene, W. H. (2000). Econometric analysis 4th edition. International edition, New Jersey: Prentice Hall, 201-215.

  • Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement (No. w3914). National Bureau of Economic Research.

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

    Google Scholar 

  • Haseeb M, Azam M (2015) The energy consumption, economic growth and CO2 emission nexus: evidence from Pakistan. Asian J Appl Sci 8(1):27–36

    Google Scholar 

  • Haseeb A, Xia E, Baloch MA, Abbas K (2018) Financial development, globalization, and CO2 emission in the presence of EKC: evidence from BRICS countries. Environ Sci Pollut Res 25(31):31283–31296

    CAS  Google Scholar 

  • Hatzigeorgiou E, Polatidis H, Haralambopoulos D (2008) CO2 emissions in Greece for 1990–2002: a decomposition analysis and comparison of results using the Arithmetic Mean Divisia Index and Logarithmic Mean Divisia Index techniques. Energy 33(3):492–499

    CAS  Google Scholar 

  • Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 1251-1271.

  • Irfan M, Zhao ZY, Ahmad M, Mukeshimana MC (2019a) Critical factors influencing wind power industry: a diamond model-based study of India. Energy Rep 5:1222–1235

    Google Scholar 

  • Irfan M, Zhao ZY, Ahmad M, Mukeshimana MC (2019b) Solar energy development in Pakistan: barriers and policy recommendations. Sustainability 11(4):1206

    Google Scholar 

  • Irfan M, Zhao ZY, Li H, Rehman A (2020a) The influence of consumers’ intention factors on willingness to pay for renewable energy: a structural equation modeling approach. Environ Sci Pollut Res:1–15

  • Irfan M, Zhao ZY, Panjwani MK, Mangi FH, Li H, Jan A, Ahmad M, Rehman A (2020b) Assessing the energy dynamics of Pakistan: prospects of biomass energy. Energy Rep 6:80–93

    Google Scholar 

  • Jalil A, Mahmud SF (2009) Environment Kuznets curve for CO2 emissions: a cointegration analysis for China. Energy Policy 37(12):5167–5172

    Google Scholar 

  • Jaunky VC (2011) The CO2 emissions-income nexus: evidence from rich countries. Energy Policy 39(3):1228–1240

    CAS  Google Scholar 

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

    Google Scholar 

  • Kuznets S (1955) Economic growth and income inequality. Am Econ Rev 45(1):1–28

    Google Scholar 

  • Latif Z, Latif S, Ximei L, Pathan ZH, Salam S, Jianqiu Z (2018) The dynamics of ICT, foreign direct investment, globalization and economic growth: panel estimation robust to heterogeneity and cross-sectional dependence. Telematics Inform 35(2):318–328

    Google Scholar 

  • Lean, H. H., & Smyth, R. (2009). CO2 emissions, electricity consumption and output in ASEAN. Development Research Unit. (Discussion Paper DEVBP, 09-13).

  • Maddison, D., &Rehdanz, K. (2008). Carbon emissions and economic growth: homogeneous causality in heterogeneous panels (No. 1437). Kiel working paper.

  • Magazzino C (2017) The relationship among economic growth, CO2 emissions, and energy use in the APEC countries: a panel VAR approach. Environ Syst Decis 37(3):353–366

    Google Scholar 

  • Menegaki AN (2019) The ARDL method in the energy-growth nexus field; best implementation strategies. Economies 7(4):105

    Google Scholar 

  • Mishkin FS (2009) Globalization and financial development. J Dev Econ 89(2):164–169

    Google Scholar 

  • Munir S, Khan A (2014) Impact of fossil fuel energy consumption on CO2 emissions: evidence from Pakistan (1980-2010). Pak Dev Rev 53(4):327–346

    Google Scholar 

  • Omri A (2013) CO2 emissions, energy consumption and economic growth Nexus in MENA countries: evidence from simultaneous equations models. Energy Econ 40:657–664

    Google Scholar 

  • Omri A, Nguyen DK, Rault C (2014) Causal interactions between CO2 emissions, FDI, and economic growth: evidence from dynamic simultaneous-equation models. Econ Model 42:382–389

    Google Scholar 

  • Oshin S, Ogundipe A (2014) An empirical examination of environmental Kuznets curve (EKC) in West Africa. Euro-Asia J Econ Financ 3(1):1–16

    Google Scholar 

  • Paramati SR, Mo D, Gupta R (2017) The effects of stock market growth and renewable energy use on CO2 emissions: evidence from G20 countries. Energy Econ 66:360–371

    Google Scholar 

  • Park, H. M. (2011). Practical guides to panel data modeling: a step-by-step analysis using Stata. Public Management and Policy Analysis Program, Graduate School of International Relations, International University of Japan, 1-52.

  • Parks R (1967) Efficient estimation of a system of regression equations when disturbances are both serially and contemporaneously correlated. J Am Stat Assoc 62:500–509

    Google Scholar 

  • 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

    Google Scholar 

  • Pesaran MH (2004) General diagnostic tests for cross section dependence in panels general diagnostic tests for cross section dependence in panels. Univ Cambridge, Cambridge

    Google Scholar 

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross section dependence. J Appl Econ 22:265–312

    Google Scholar 

  • Reed WR, Ye H (2011) Which panel data estimator should I use? Appl Econ 43:985–1000

    Google Scholar 

  • Rogelj J, Schleussner CF (2019) Unintentional unfairness when applying new greenhouse gas emissions metrics at country level. Environ Res Lett 14(11):114039

    CAS  Google Scholar 

  • Sadorsky P (2011) Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy 39(2):999–1006

    Google Scholar 

  • Saidi K, Hammami S (2015) The impact of CO2 emissions and economic growth on energy consumption in 58 countries. Energy Rep 1:62–70

    Google Scholar 

  • Salahuddin M, Ali MI, Vink N, Gow J (2019) The effects of urbanization and globalization on CO2 emissions: evidence from the Sub-Saharan Africa (SSA) countries. Environ Sci Pollut Res 26(3):2699–2709

    CAS  Google Scholar 

  • Shaari SM, Abdul Razak AN, Basri HB (2017) The effects of electricity consumption and economic growth on carbon dioxide emission. Int J Energy Econ Policy 7(4):287–290

    Google Scholar 

  • Shafik, N., & Bandyopadhyay, S. (1992). Economic growth and environmental quality: time-series and cross-country evidence. Policy Research Working Paper Series 904, The World Bank. Retrieved from https://ideas.repec.org/p/wbk/wbrwps/904.html

  • Shahbaz M, Shahzad SJH, Ahmad N, Alam S (2016) Financial development and environmental quality: the way forward. Energy Policy 98:353–364

    Google Scholar 

  • Shahbaz M, Khan S, Ali A, Bhattacharya M (2017) The impact of globalization on CO2 emissions in China. Singapore Econ Rev 62(04):929–957

    Google Scholar 

  • Shahbaz M, Balsalobre-Lorente D, Sinha A (2019) Foreign direct investment–CO2 emissions nexus in Middle East and North African countries: importance of biomass energy consumption. J Clean Prod 217:603–614

    Google Scholar 

  • Silva S, Soares I, Pinho C (2012) The impact of renewable energy sources on economic growth and CO2 emissions-a SVAR approach. Eur Res Stud XV:133–144

    Google Scholar 

  • Sinha A, Sengupta T (2019) Impact of energy mix on nitrous oxide emissions: an environmental Kuznets curve approach for APEC countries. Environ Sci Pollut Res 26(3):2613–2622

    CAS  Google Scholar 

  • Stern DI (2004) The rise and fall of the environmental Kuznets curve. World Dev 32(8):1419–1439

    Google Scholar 

  • Tomlinson J (1999) Globalization and culture. University of Chicago Press, Chicago

    Google Scholar 

  • Westerlund J (2005) New simple tests for panel cointegration. Econ Rev 24(3):297–316

    Google Scholar 

  • Wooldridge JM (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge

    Google Scholar 

  • World Development Indicators (2020), World Bank, (2020). URL. http:// www.wdi.org/. accessed 01.24.2020.

  • Zafar MW, Saud S, Hou F (2019) The impact of globalization and financial development on environmental quality: evidence from selected countries in the Organization for Economic Co-operation and Development (OECD). Environ Sci Pollut Res 26(13):13246–13262

    CAS  Google Scholar 

  • Zafeiriou E, Azam M (2017) CO2 emissions and economic performance in EU agriculture: some evidence from Mediterranean countries. Ecol Indic 8:104–114

    Google Scholar 

  • Zaidi SAH, Zafar MW, Shahbaz M, Hou F (2019) Dynamic linkages between globalization, financial development and carbon emissions: evidence from Asia Pacific Economic Cooperation countries. J Clean Prod 228:533–543

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Muhammad Azam.

Additional information

Responsible Editor: Eyup Dogan

Publisher’s note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Awan, A.M., Azam, M., Saeed, I.U. et al. Does globalization and financial sector development affect environmental quality? A panel data investigation for the Middle East and North African countries. Environ Sci Pollut Res 27, 45405–45418 (2020). https://doi.org/10.1007/s11356-020-10445-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-10445-4

Keywords

JEL codes

Navigation