Abstract
The rapid growth of environmental pollution and the destruction of eco-systems force every individual economy to focus on environmentally friendly economic development. This research explores economic growth, energy use, foreign direct investment, agriculture, industrialization, and urban population growth with environmental sustainability proxied as CO2 emissions from 1971 to 2018. Econometric methods are employed for different purposes as the unit root for the stationary check. ARDL determines the long-run relationship, while the Decoupling Index examines the growing speed of variables and CO2 emissions, and VECM has been used for short- and long-run causalities. The study’s findings confirm the long-run impact of all environmental pollution variables as ECM-1 is negatively significant. The short-run causality test shows CO2 emissions because of economic growth (GDP = > CO2 ≠ GDP), energy use (ENU = > CO2 ≠ ENU), and foreign direct investment (FDI = > CO2 ≠ FDI) at a 1% level. In contrast, CO2 emissions are not the Granger cause of GDP, ENU, and FDI. Economic growth, energy use, and foreign direct investment will increase CO2 emission, not vice versa. The study findings suggest that governments should move toward adopting green technology by implementation of green fiscal policies.
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The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Change history
18 March 2022
Correction on the 1st affiliation institution name.
References
Ahmadi S, Shokoohi S, Bevrani H (2015) A fuzzy logic-based droop control for simultaneous voltage and frequency regulation in an AC microgrid. Int J Electr Power Energy Syst 64:148–155
Alam S, Albareti FD, Prieto CA et al (2015) The eleventh and twelfth data releases of the Sloan Digital Sky Survey: final data from SDSS-III. Astrophys J Suppl Ser 219:12
Alkhathlan K, Javid M (2013) Energy consumption, carbon emissions and economic growth in Saudi Arabia: An aggregate and disaggregate analysis. Energy Policy 62:1525–1532
Alshubiri FN, Tawfik OI, Jamil SA (2020) Impact of petroleum and non-petroleum indices on financial development in Oman. Financ Innov 6:1–22
Ansari MA, Ahmad MR, Siddique S, Mansoor K (2020) An environment Kuznets curve for ecological footprint: Evidence from GCC countries. Carbon Manag 11:355–368
Antweiler W (2001) Nested random effects estimation in unbalanced panel data. J Econom 101:295–313
Arouri MEH, Ben YA, 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
Aziz N, Sharif A, Raza A, Rong K (2020) Revisiting the role of forestry, agriculture, and renewable energy in testing environment Kuznets curve in Pakistan: evidence from Quantile ARDL approach. Environ Sci Pollut Res 27:10115–10128
Baek J, Cho Y, Koo WW (2009) The environmental consequences of globalization: A country-specific time-series analysis. Ecol Econ 68:2255–2264
Bhattarai GR, Hite D, Hatch LU, Thompson H (2003) Endogenous Growth Models And The Environmental Kuznets Curve: An Analysis of Global Environmental Sustainability:1-12. https://doi.org/10.22004/ag.econ.22212
Churchill SA, Inekwe J, Ivanovski K, Smyth R (2020) The environmental Kuznets curve across Australian states and territories. Energy Econ 90:104869
Copeland BR, Taylor MS (2004) Trade, growth, and the environment. J Econ Lit 42:7–71
De Vita G, Katircioglu S, Altinay L et al (2015) Revisiting the environmental Kuznets curve hypothesis in a tourism development context. Environ Sci Pollut Res 22:16652–16663
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
Dong H, Ohnishi S, Fujita T et al (2014) Achieving carbon emission reduction through industrial & urban symbiosis: A case of Kawasaki. Energy 64:277–286
Engle RF, Granger CWJ (1987) Co-integration and error correction: representation, estimation, and testing. Econom J Econom Soc 251–276
Fodha M, Zaghdoud O (2010) Income and environmental degradation in Tunisia: An empirical analysis of the environmental Kuznets curve. Energy Policy 38:1150–1156
Gormus S, Aydin M (2020) Revisiting the environmental Kuznets curve hypothesis using innovation: new evidence from the top 10 innovative economies. Environ Sci Pollut Res 27
Granger CWJ (1988) Some recent development in a concept of causality. J Econom 39:199–211
Hafeez M, Yuan C, Yuan Q et al (2019) A global prospective of environmental degradations: economy and finance. Environ Sci Pollut Res 26:25898–25915
Haseeb M, Kot S, Hussain HI et al (2020) Modelling the non-linear energy intensity effect based on a quantile-on-quantile approach: The case of textiles manufacturing in Asian countries. Energies 13:2229
Hatemi-J A (2014) Asymmetric generalized impulse responses with an application in finance. Econ Model 36:18–22
Hegwood N, Papell DH (2007) Are real GDP levels trend, difference, or regime-wise trend stationary? Evidence from panel data tests incorporating structural change. South Econ J:104–113
Hossain MS (2011) Panel Estim CQ2 Emiss energy Consum Econ Growth Trade Openness Urban New Ind countries. Energy Policy 39:6991–6999
Jian J, Fan X, He P et al (2019) The effects of energy consumption, economic growth and financial development on CO2 emissions in China: A VECM approach. Sustainability 11:4850
Kais S, Sami H (2016) An econometric study of the impact of economic growth and energy use on carbon emissions: panel data evidence from fifty eight countries. Renew Sustain Energy Rev 59:1101–1110
Karimifard S, Moghaddam MRA (2018) Application of response surface methodology in physicochemical removal of dyes from wastewater: a critical review. Sci Total Environ 640:772–797
Khoshnevis Yazdi S, Golestani Dariani A (2019) CO 2 emissions, urbanisation and economic growth: evidence from Asian countries. Econ Res istraživanja 32:510–530
Lee K, Howe JD, Lin L-C et al (2015) Small-molecule adsorption in open-site metal–organic frameworks: a systematic density functional theory study for rational design. Chem Mater 27:668–678
Mahmood K, Munir S (2018) Agricultural exports and economic growth in Pakistan: an econometric reassessment. Qual Quant 52:1561–1574
Mohsin M, Naseem S, Sarfraz M et al (2021a) COVID-19 and Greenhouse Gas Emission Mitigation: Modeling the Impact on Environmental Sustainability and Policies. Front Environ Sci 9:1–9
Mohsin M, Naseem S, Zia-ur-Rehman M, et al The crypto-trade volume, GDP, energy use, and environmental degradation sustainability: An analysis of the top 20 crypto-trader countries. Int J Financ Econ
Mohsin M, Zhu Q, Naseem S et al (2021b) Mining Industry Impact on Environmental Sustainability, Economic Growth, Social Interaction, and Public Health: An Application of Semi-Quantitative Mathematical Approach. Processes 9:972
Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: Panel data evidence from developing countries. Energy Policy 38:661–666
Naseem S, Fu GL, Mohsin M et al (2020) Semi-Quantitative Environmental Impact Assessment of Khewra Salt Mine of Pakistan: an Application of Mathematical Approach of Environmental Sustainability. Mining, Metall Explor 37:1185–1196
Nelson CR, Plosser CR (1982) Trends and random walks in macroeconmic time series: some evidence and implications. J Monet Econ 10:139–162
Oad S, Jinliang Q, Shah SBH (2021) Tourism: economic development without increasing CO2 emissions in Pakistan. Environ Dev Sustain 1–24
Ohlan R (2015) The impact of population density, energy consumption, economic growth and trade openness on CO 2 emissions in India. Nat Hazards 79:1409–1428
Ozturk I (2010) A literature survey on energy–growth nexus. Energy Policy 38:340–349
Paseran M-S, Smith YRJ (2001) Bounds Testing Aproachesto The Analysis of Level Relationships. J Appl Econom 16:289–326
Pesaran B, Pesaran MH (2010) Conditional volatility and correlations of weekly returns and the VaR analysis of 2008 stock market crash. Econ Model 27:1398–1416
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econom 16:289–326. https://doi.org/10.1002/jae.616
Puzon KAM (2012) Carbon emissions and economic development in East Asia: a macroeconometric inquiry. Southeast Asian J Econ 24:1–10
Rehman A, Ma H, Ahmad M et al (2021) Towards environmental Sustainability: Devolving the influence of carbon dioxide emission to population growth, climate change, Forestry, livestock and crops production in Pakistan. Ecol Indic 125:107460
Sarfraz M, Shah SGM, Fareed Z, Shahzad F n.d. Demonstrating the interconnection of hierarchical order disturbances in CEO succession with corporate social responsibility and environmental sustainability. Corp Soc Responsib Environ Manag 27: 2956-2971.
Sariannidis N, Zafeiriou E, Giannarakis G, Arabatzis G (2013) CO2 emissions and financial performance of socially responsible firms: an empirical survey. Bus Strateg Environ 22:109–120
Singh K, Misra M (2021) Developing an agricultural entrepreneur inclination model for sustainable agriculture by integrating expert mining and ISM–MICMAC. Environ Dev Sustain 23:5122–5150
Sinha A, Bhatt MY (2017) Environmental Kuznets Curve for CO2and NOx emissions: A Case Study of India. Eur J Sustain Dev 6:267
Stern DI (2004) Therise and fallofthe Environmental Kuznets Curve. World Dev 32:1419–1439
Sulaiman C, Abdul-Rahim AS (2018) Population growth and CO2 emission in Nigeria: a recursive ARDL approach. Sage Open 8:2158244018765916
Tamazian A, Rao BB (2010) Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energy Econ 32:137–145
Wang H, Liu H (2019) Foreign direct investment, environmental regulation, and environmental pollution: an empirical study based on threshold effects for different Chinese regions. Environ Sci Pollut Res 26:5394–5409
Wang J, Wei W, Deng H, Yu Y (2017) Will fiscal decentralization influence FDI inflows? A spatial study of Chinese cities. Emerg Mark Financ Trade 53:1988–2000
Weimin Z, Chishti MZ, Rehman A, Ahmad M (2021) A pathway toward future sustainability: Assessing the influence of innovation shocks on CO2 emissions in developing economies. Environ Dev Sustain 1–24
Weiqing SZZ (2010) Dynamic Effect of FDI on the Environment and the Regional Differential in China: Heterogeneity Analysis based on the Panel Data by Province and Dynamic Panel Data Model [J]. World Econ Study 6:
Yasin I, Ahmad N, Chaudhary MA (2020) Catechizing the environmental-impression of urbanization, financial development, and political institutions: a circumstance of ecological footprints in 110 developed and less-developed countries. Soc Indic Res 147:621–649
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Conceptualization: Muhammad Mohsin, Sobia Naseem and Muddassar Sarfraz. Methodology: Muddassar Sarfraz. Formal analysis and investigation: Muhammad Zia-UR- Rehman and Sajjad Ahmad Baig. Writing—original draft preparation: Muddassar Sarfraz, Muhammad Mohsin. Writing—review and editing: Sobia Naseem. Resources: Muhammad Mohsin; Supervision. Muddassar Sarfraz. All authors approved the current study.
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Mohsin, M., Naseem, S., Sarfraz, M. et al. Does energy use and economic growth allow for environmental sustainability? An empirical analysis of Pakistan. Environ Sci Pollut Res 29, 52873–52884 (2022). https://doi.org/10.1007/s11356-022-19600-5
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DOI: https://doi.org/10.1007/s11356-022-19600-5