Exploring the Impact of Economic Growth on the Environment: An Overview of Trends and Developments
Abstract
:1. Introduction
2. Methodology
3. Data
4. Developments in Energy Growth
5. Environmental Kuznets Curve (EKC)
6. Discussion and Implications
7. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Authors | Period | Country | Variables | Methodology | Causality |
---|---|---|---|---|---|
[98] | 1995–2005 | Six countries: Argentina, France, Germany, Korea, Pakistan, and Switzerland | GDP nuclear energy consumption | Granger causality test | Switzerland: feedback hypothesis France and Pakistan: conventional hypothesis Korea: growth hypothesis Argentina and Germany: neutrality hypothesis |
[23] | 1980–2006 | Six Central American countries | GDP renewable energy consumption, real gross fixed capital formation, labor | FMOLS Engle–Granger two-step procedure | Feedback hypothesis for GDP and energy consumption (short and long run) |
[99] | 1980–2012 | Fifteen OECD countries | GDP nuclear energy consumption, fixed capital formation, labor force | Bootstrap causality test developed by Hacker and Hatemi-J (2006) Toda Yamamoto (1995) causality test | Neutrality hypothesis 10 out of 15 OECD countries based on bootstrap-corrected causality test Neutrality hypothesis is supported for 8 OECD countries BASD ON Toda Yamamoto (1995) causality test |
[100] | 1970–2011 | Sixteen Asian Pacific countries | GDP, energy consumption, physical capital, labor, human capita | Continuously updated fully modified estimation Bootstrap panel Granger causality test | Conventional hypothesis from GDP to energy use, Results vary for individual countries |
[101] | 1980–2010 | Four Asian countries | GDP, electricity consumption, labor, capital | Random effects modeling | Growth hypothesis from electricity consumption to economic growth |
[102] | 1990–2013 | Nine developed countries | GDP pc, nuclear energy consumption, CO2 emissions, renewable energy, capital, labor | Panel causality test | Growth hypothesis for renewable energy consumption for all panels at the short run Neutrality hypothesis for nuclear energy and GDP pc |
[38] | 1995–2013 | G7 countries | ISEW pc, BISEW pc, GDP pc, total energy consumption pc, fixed capital formation, total labor force, research and development, expenditures per capita | Panel ARDL model PMG estimator | Feedback hypothesis for ISEW pc and energy Growth hypothesis from energy to the BISEW pc Conventional hypothesis from ISEW pc BISEW pc GDP pc energy consumption |
[22] | 1990–2015 | Eighteen selected Asian countries | ISEW pc, BISEW pc, GDP pc, non-renewable energy consumption (NREN), renewable energy consumption (REN), trade, rents, financial development, inflation | Panel analysis Westerlund (2007) cointegration tests Dumitrescu and Hurlin (2012) Granger noncausality tests | Feedback hypothesis for ISEW pc Feedback hypothesis for BISEW pc Feedback hypothesis for GDP pc |
[103] | 1965–2015 | Global level | Real global GDP | VAR methodology | Feedback hypothesis |
[104] | 1980–1994 1995–2016 (structural break in 1995) | Vietnam | GDP pc, energy consumption, total global aggregate primary energy consumption | ARDL Toda and Yamamoto (1995) Granger causality test | Feedback hypothesis from GHDP to energy consumption |
[105] | 1971–2014, | Malaysia | GDP pc, energy consumption pc, capital, labor, and urbanization | ARDL bound test Granger causality results | Mixed results in the short run and the long run. |
[106] | 1990–2017 | BRICS and ASEAN countries | GDP pc, energy use pc, international trade pc and Foreign Direct Investment pc (FDI), capital stock pc, labor pc | Fixed effects panel quantile regression Granger noncausality test | Feedback hypothesis was confirmed |
[107] | 1984–2013 | Eleven countries | GDP, energy consumption, index for globalization | Panel causality test based on Seemingly Unrelated Regressions (SUR) system | Feedback hypothesis for Egypt, Indonesia, Iran, South Korea, Nigeria, and Turkey |
[108] | 2002–2021 | Ten nuclear energy-consuming countries from the European Union | GDP, nuclear energy consumption, renewable energy consumption, gross fixed capital formation, labor | Feedback hypothesis for nuclear energy Growth hypothesis for renewable energy |
Appendix B
Authors | Period | Country | Variables | Methodology | EKC Hypothesis |
---|---|---|---|---|---|
[1] | 1960–1990 | Seventy-three OECD and non-OECD countries | GDP pc, sulfur emissions | First-time random coefficients and Arellano–Bond Generalized Method of Moments (A–B GMM) econometric methods | EKC confirmed for A–B GMM EKC not confirmed for first-time random coefficients |
[2] | 1950–2003 | Ninety-seven European and non-European countries | GDP pc, sulfur emissions | Westerlund ECM panel cointegration tests Fixed effects with Driscoll–Kraay standard errors | EKC confirmed |
[109] | 1960–2010 | Forty-eight US States | Real personal income pc, CO2 pc | Common Correlated Effects (CCE) estimation | EKC confirmed for 10 states |
[110] | 1980–2002 | Seventeen OECD countries | GDP pc, constructed environmental efficiency ratio | Data envelopment (DEA) window analysis generalized method of moments (GMM) | EKC not confirmed |
[111] | 1970–2013 | Four selected ASEAN countries | GDP pc, CO2 pc | OLS, FMOLS, and DOLS methods | EKC not confirmed |
[112] | 1990–2014 | Canadian and provincial/territorial levels | Greenhouse gas emissions | Pooled regression fixed-effects regression | EKC confirmed at the Canadian level EKC confirmed for five out of ten provincial/territorial levels (under pooled regression) EKC confirmed for all provincial/territorial levels (under fixed-effects regression) EKC confirmed at the Canadian level, and in all provinces and territories |
[113] | 1971–2013 | Australia, China, Ghana, and the USA | GDP, CO2 | PMG estimator | EKC confirmed (China) |
[114] | 1992–2014 | BRICS countries | GDP pc, CO2 pc | Panel cointegration methods (DOLS) | EKC confirmed |
[115] | 1995–2013 | Thirty China provinces | GDP, CO2, | Spatial regression Cubic models | N-shape curve |
[116] | 1970–2018 | Greenland (Arctic region) | real GDP pc CO2, total electricity production, urban population | Autoregressive distributed lag (ARDL) | EKC not confirmed |
[117] | 1995–2016 | Central European countries | CO2 pc, real GDP pc, energy use pc, trade openness, | Autoregressive distributed lag bound testing | EKC confirmed only in Poland |
[36] | 1996–2019 | Eurozone countries | GDP pc Direct contribution of tourism to GDP pc (dcgdppc), greenhouse gas emissions pc | Fixed effects with Driscoll– Kraay standard errors | EKC confirmed for GDP pc EKC confirmed for dcgdppc |
[76] | 1996–2019 | Eurozone countries | Business tourism spending pc (btspc), leisure tourism spending (ltspc), greenhouse gas emissions pc | Fixed effects with Driscoll–Kraay standard errors | EKC confirmed for btspc EKC confirmed for ltspc |
[56] | 1982–2021 | South Asian Association for Regional Cooperation (SAARC) | GDP, GHGs emissions, fossil fuels, renewable energy, nuclear energy | Second-generation unit root test, cointegration test, AMG technique | EKC not confirmed in SAARC countries |
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Ekonomou, G.; Halkos, G. Exploring the Impact of Economic Growth on the Environment: An Overview of Trends and Developments. Energies 2023, 16, 4497. https://doi.org/10.3390/en16114497
Ekonomou G, Halkos G. Exploring the Impact of Economic Growth on the Environment: An Overview of Trends and Developments. Energies. 2023; 16(11):4497. https://doi.org/10.3390/en16114497
Chicago/Turabian StyleEkonomou, George, and George Halkos. 2023. "Exploring the Impact of Economic Growth on the Environment: An Overview of Trends and Developments" Energies 16, no. 11: 4497. https://doi.org/10.3390/en16114497
APA StyleEkonomou, G., & Halkos, G. (2023). Exploring the Impact of Economic Growth on the Environment: An Overview of Trends and Developments. Energies, 16(11), 4497. https://doi.org/10.3390/en16114497