Role of knowledge economy in managing demand-based environmental Kuznets Curve
Rukhsana Kalim, Shajara Ul-Durar, Mubasher Iqbal, Noman Arshed, Muhammad Shahbaz
Geoscience Frontiers ›› 2024, Vol. 15 ›› Issue (4) : 101594.
Role of knowledge economy in managing demand-based environmental Kuznets Curve
Aggregate demand or supply at equilibrium is commonly used as a representative of the macroeconomic activity of an economy whereby aggregate demand denotes the behaviour of individuals and households. However, aggregate demand can also directly affect environmental deterioration via changes in aggregate production. This study tried to explore this relationship, known as the demand-based Environmental Kuznets Curve (Demand EKC) and the role of different knowledge economy indicators. Knowledge economy indicators are proposed to influence consumption patterns, altering the demand EKC that empirical studies have understudied. For this purpose, secondary data for 147 countries were collected from 2008 to 2018, also classified as development-wise. This study found that aggregate demand significantly affects carbon emissions. The long-run results are estimated using the Fully Modified Ordinary Least Square method. Controlling factors like renewable energy consumption, population density, and financial development significantly affect carbon emissions in sample countries. This study has incorporated four pillars of a knowledge-based economy and the results showed that these indicators helped reduce consumption-related CO2 emissions.
Kuznets Curve / Knowledge economy / Higher education / Institutional quality / Innovation / Technology
[] |
S. Abduqayumov, N. Arshed, S. Bukhari. The economic impact of institutional quality on environmental performance in post-soviet countries. Trans. Stud. Rev., 27 (2) (2020), pp. 13-24
|
[] |
A.O. Acheampong. Modelling for insight: does financial development improve environmental quality?. Energy Econ., 83 (2019), pp. 156-179
|
[] |
A.O. Acheampong, S. Adams, E. Boateng. Do globalization and renewable energy contribute to carbon emissions mitigation in Sub-Saharan Africa?. Sci. Total Environ., 677 (2019), pp. 436-446
|
[] |
S. Adams, A.O. Acheampong. Reducing carbon emissions: the role of renewable energy and democracy. J. Clean. Prod., 240 (2019), Article 118245
|
[] |
M. Ahmad, P. Jiang, A. Majeed, M. Umar, Z. Khan, S. Muhammad. The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation. Resour. Policy, 69 (2020), Article 101817
|
[] |
W. Ali, A. Abdullah, M. Azam. The dynamic linkage between technological innovation and carbon dioxide emissions in Malaysia: an autoregressive distributed lagged bound approach. Int. J. Energy Econ. Policy, 6 (3) (2016), pp. 389-400
|
[] |
M. Alsamara, Z. Mrabet, A.S. Saleh, S. Anwar. The environmental Kuznets curve relationship: a case study of the Gulf Cooperation Council region. Environ. Sci. Pollut. Res., 25 (33) (2018), pp. 33183-33195
|
[] |
H. Altıntaş, Y. Kassouri. Is the environmental Kuznets Curve in Europe related to the per-capita ecological footprint or CO2 emissions?. Ecol. Ind., 113 (2020), Article 106187
|
[] |
F.N. Andersson. International trade and carbon emissions: The role of Chinese institutional and policy reforms. J. Environ. Manage., 205 (2018), pp. 29-39
|
[] |
I. Arbulú, J. Lozano, J. Rey-Maquieira. Tourism and solid waste generation in Europe: A panel data assessment of the Environmental Kuznets Curve. Waste Manag., 46 (2015), pp. 628-636
|
[] |
N. Arshed, A. Anwar, N. Kousar, S. Bukhari. Education enrolment level and income inequality: A case of SAARC economies. Soc. Indic. Res., 140 (3) (2018), pp. 1211-1224
|
[] |
N. Arshed, M. Munir, M. Iqbal. Sustainability assessment using STIRPAT approach to environmental quality: an extended panel data analysis. Environ. Sci. Pollut. Res., 28 (14) (2021), pp. 18163-18175
|
[] |
N. Arshed, K. Hameed, A. Saher, N. Yazdani. The cultural differences in the effects of carbon emissions—an EKC analysis. Environ. Sci. Pollut. Res. (2022), pp. 1-17
|
[] |
B.S. Atasoy. Testing the environmental Kuznets curve hypothesis across the US: Evidence from panel mean group estimators. Renew. Sustain. Energy Rev., 77 (2017), pp. 731-747
|
[] |
F. Atsu, S. Adams. Energy consumption, finance, and climate change: Does policy uncertainty matter?. Economic Anal. Policy, 70 (2021), pp. 490-501
|
[] |
A.M. Awan, M. Azam, I.U. Saeed, B. Bakhtyar. 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 (36) (2020), pp. 45405-45418
|
[] |
A.M. Awan, M. Azam. Evaluating the impact of GDP per capita on environmental degradation for G-20 economies: Does N-shaped environmental Kuznets curve exist?. Environ. Dev. Sustain., 24 (9) (2022), pp. 11103-11126
|
[] |
M. Azam, A.Q. Khan. Testing the Environmental Kuznets Curve hypothesis: A comparative empirical study for low, lower middle, upper middle and high-income countries. Renew. Sustain. Energy Rev., 63 (2016), pp. 556-567
|
[] |
M.M. Bah, M.M. Abdulwakil, M. Azam. Income heterogeneity and the environmental Kuznets curve hypothesis in Sub-Saharan African countries. GeoJournal, 85 (3) (2020), pp. 617-628
|
[] |
E.N.A. Bahri, A.H.S.M. Nor, N.H.H.M. Nor. The role of financial development on foreign direct investment in ASEAN-5 countries: panel cointegration with cross-sectional dependency analysis. Asian Acad. Manage. J. Account. Finan., 14 (1) (2018), pp. 1-23
|
[] |
S. Bano, Y. Zhao, A. Ahmad, S. Wang, Y. Liu. Identifying the impacts of human capital on carbon emissions in Pakistan. J. Clean. Prod., 183 (2018), pp. 1082-1092
|
[] |
K.A. Beck, P. Joshi. An analysis of the environmental Kuznets curve for carbon dioxide emissions: evidence for OECD and Non-OECD countries. Europ. J. Sustain. Dev., 4 (3) (2015), p. 33
|
[] |
R. Benedict. Patterns of Culture. Routledge (2019)
|
[] |
R.W. Boubel, D. Vallero, D.L. Fox, B. Turner, A.C. Stern. Fundamentals of Air Pollution. Elsevier (2013)
|
[] |
N. Bouchoucha. The effect of environmental degradation on health status: Do institutions matter?. J. Knowl. Econ., 12 (2021), pp. 1618-1634
|
[] |
S. Buckingham, M. Turner. Understanding Environmental Issues. Sage (2008)
|
[] |
S. Canan, V. Ceyhan. The link between production efficiency and the opportunity cost of protecting the environment in TR83 region, Turkey. Environ. Sci. Pollut. Res., 27 (28) (2020), pp. 35112-35125
|
[] |
Y.-K. Chen, M.S. Hassan, R. Kalim, H. Mahmood, N. Arshed, M. Salman. Testing asymmetric influence of clean and unclean energy for targeting environmental quality in environmentally poor economies. Renew. Energy, 197 (2022), pp. 765-775
|
[] |
C. Cheng, X. Ren, Z. Wang. The impact of renewable energy and innovation on carbon emission: An empirical analysis for OECD countries. Energy Procedia, 158 (2019), pp. 3506-3512
|
[] |
G.C. Chow, J. Li. Environmental Kuznets curve: conclusive econometric evidence for CO2. Pac. Econ. Rev., 19 (1) (2014), pp. 1-7
|
[] |
L.K. Chu. Economic structure and environmental Kuznets curve hypothesis: new evidence from economic complexity. Appl. Econ. Lett., 28 (7) (2021), pp. 612-616
|
[] |
E.C. Cordero, D. Centeno, A.M. Todd. The role of climate change education on individual lifetime carbon emissions. PLoS One, 15 (2) (2020), p. e0206266
|
[] |
J.F. Dawson. Moderation in management research: What, why, when and how. J. Bus. Psychol., 29 (2014), pp. 1-19
|
[] |
J.E. De Muth. Basic Statistics and Pharmaceutical Statistical Applications. CRC Press (2014)
|
[] |
M.A. Destek, S.A. Sarkodie. Investigation of environmental Kuznets curve for ecological footprint: the role of energy and financial development. Sci. Total Environ., 650 (2019), pp. 2483-2489
|
[] |
T. Dietz, E.A. Rosa, R. York. Environmentally efficient well-being: Is there a Kuznets curve?. Appl. Geog., 32 (1) (2012), pp. 21-28
|
[] |
M. Disli, A. Ng, H. Askari. Culture, income, and CO2 emission. Renew. Sustain. Energy Rev., 62 (2016), pp. 418-428
|
[] |
E. Dogan, A. Aslan. Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional dependence. Renew. Sustain. Energy Rev., 77 (2017), pp. 239-245
|
[] |
B. Doğan, O.M. Driha, D. Balsalobre Lorente, U. Shahzad. The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustain. Dev., 29 (1) (2021), pp. 1-12
|
[] |
E. Dogan, R. Inglesi-Lotz. The impact of economic structure on the environmental Kuznets curve (EKC) hypothesis: evidence from European countries. Environ. Sci. Pollut. Res., 27 (11) (2020), pp. 12717-12724
|
[] |
E. Dogan, F. Seker. The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew. Sustain. Energy Rev., 60 (2016), pp. 1074-1085
|
[] |
K. Dong, R. Sun, H. Li, H. Liao. Does natural gas consumption mitigate CO2 emissions: testing the environmental Kuznets curve hypothesis for 14 Asia-Pacific countries. Renew. Sustain. Energy Rev., 94 (2018), pp. 419-429
|
[] |
L. Du, C. Wei, S. Cai. Economic development and carbon dioxide emissions in China: Provincial panel data analysis. China Econ. Rev., 23 (2) (2012), pp. 371-384
|
[] |
M. Eke, R.J. McNally. Anxiety sensitivity, suffocation fear, trait anxiety, and breath-holding duration as predictors of response to carbon dioxide challenge. Behav. Res. Ther., 34 (8) (1996), pp. 603-607
|
[] |
S. Erdoğan, S. Yıldırım, D.Ç. Yıldırım, A. Gedikli. The effects of innovation on sectoral carbon emissions: Evidence from G20 countries. J. Environ. Manage., 267 (2020), Article 110637
|
[] |
W.L. Faith. Economics of air pollution effects versus cost of control. J. Air Pollut. Control Assoc., 13 (8) (2012), pp. 363-364
|
[] |
R. Fatima, N. Arshed, U. Hanif. Do ecological factors dictate the longevity of human life? A case of Asian countries. Ukrain. J. Ecol. (2021), pp. 1-12
|
[] |
M. Franchini, M.P. Mannucci, F. Pontoni, E. Croci. The health and economic burden of air pollution. Am. J. Med., 128 (9) (2015), pp. 931-932
|
[] |
F. Ganda. The impact of innovation and technology investments on carbon emissions in selected organizations for economic cooperation and development countries. J. Clean. Prod., 217 (2019), pp. 469-483
|
[] |
I.H.S. Global. EViews 12 – User’s Guide II. IHS Markit (2014)
|
[] |
I.H.S. Global. Eviews 9 User's Guide II. IHS Global Inc, Englewood, CO (2015)
|
[] |
Global Energy & CO2 Status Report, 2017. International Energy Association. https://iea.blob.core.windows.net/assets/94aa834c-2f1e-4e71-9e2f-ec61467bd475/Global_Energy_and_CO2_Status_Report_2017.pdf
|
[] |
Grossman, G.M., Krueger, A.B., 1991. Environmental impacts of a North American free trade agreement (No. w3914). National Bureau of Economic Research.
|
[] |
J.M. Guaita Martínez, J.M. Martín Martín, Ostos Rey, M. M.S., de Castro Pardo. Constructing Knowledge Economy Composite Indicators using an MCA-DEA approach. Economic Research-Ekonomska Istraživanja, 34 (1) (2021), pp. 331-351
|
[] |
R.F. Haans, C. Pieters, Z.L. He. Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research. Strateg. Manag. J., 37 (7) (2016), pp. 1177-1195
|
[] |
A. Haldar, N. Sethi. Effect of institutional quality and renewable energy consumption on CO2 emissions− an empirical investigation for developing countries. Environ. Sci. Pollut. Res., 28 (2021), pp. 15485-15503
|
[] |
R. Hashmi, K. Alam. Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: A panel investigation. J. Clean. Prod., 231 (2019), pp. 1100-1109
|
[] |
M.S. Hassan, M. Iqbal, N. Arshed. Distribution-based effects of disaggregated GDP and environmental quality—a case of quantile on quantile estimates. Environ. Sci. Pollut. Res., 28 (22) (2021), pp. 28081-28095
|
[] |
G. Heravi, M. Rostami, M.F. Kebria. Energy consumption and carbon emissions assessment of integrated production and erection of buildings' pre-fabricated steel frames using lean techniques. J. Clean. Prod., 253 (2020), Article 120045
|
[] |
G. Hole, A.S. Hole. Recycling as the way to greener production: A mini-review. J. Clean. Prod., 212 (2019), pp. 910-915
|
[] |
D.M. Ibrahiem. Environmental Kuznets curve: an empirical analysis for carbon dioxide emissions in Egypt. Int. J. Green Econom., 10 (2) (2016), pp. 136-150
|
[] |
M.H. Ibrahim, S.H. Law. Institutional quality and CO2 emission–trade relations: Evidence from Sub-Saharan Africa. South Afr. J. Econom., 84 (2) (2016), pp. 323-340
|
[] |
E.C. Imoudu, S. Saad, A.A. Alexander, Y.T. Wuyah. Impact of fiscal policy in aggregate demand in Nigeria (1986–2017). Dutse J. Econom. Dev. Stud., 7 (2) (2019), pp. 1-10
|
[] |
M. Iqbal, R. Kalim, N. Arshed. Domestic and foreign incomes and trade balance-a case of south Asian economies. Asian Dev. Policy Rev., 7 (4) (2019), pp. 355-368
|
[] |
M. Iqbal, H. ur Rehman, N. Arshed, M.S. Sardar. The macroeconomic and demographic determinants of saving behavior in selected countries of Asia. J. Global Policy Governance, 10 (1) (2021), pp. 49-65
|
[] |
K. Jamil, D. Liu, R.F. Gul, Z. Hussain, M. Mohsin, G. Qin, F.U. Khan. Do remittance and renewable energy affect CO2 emissions? An empirical evidence from selected G-20 countries. Energy Environ., 33 (5) (2022), pp. 916-932
|
[] |
P.K. Jena, A. Mujtaba, D.P.P. Joshi, E. Satrovic, B.N. Adeleye. Exploring the nature of EKC hypothesis in Asia's top emitters: role of human capital, renewable and non-renewable energy consumption. Environ. Sci. Pollut. Res., 29 (2022), pp. 88557-88576
|
[] |
J. Jiao, G. Jiang, R. Yang. Impact of R&D technology spillovers on carbon emissions between China's regions. Struct. Chang. Econ. Dyn., 47 (2018), pp. 35-45
|
[] |
T. Jin, J. Kim. What is better for mitigating carbon emissions–Renewable energy or nuclear energy? A panel data analysis. Renew. Sustain. Energy Rev., 91 (2018), pp. 464-471
|
[] |
D.W. Jorgenson, D.T. Slesnick. Aggregate consumer behaviour and the measurement of inequality. Rev. Econ. Stud., 51 (3) (1984), pp. 369-392
|
[] |
B.C. Karahasan, M. Pinar. The environmental Kuznets curve for Turkish provinces: a spatial panel data approach. Environ. Sci. Pollut. Res., 29 (17) (2022), pp. 25519-25531
|
[] |
S. Katircioglu, S. Katircioglu, C.C. Kilinc. Investigating the role of urban development in the conventional environmental Kuznets curve: evidence from the globe. Environ. Sci. Pollut. Res., 25 (15) (2018), pp. 15029-15035
|
[] |
J.M. Keynes. The general theory of employment. Q. J. Econ., 51 (2) (1937), pp. 209-223
|
[] |
Z. Khan, S. Ali, M. Umar, D. Kirikkaleli, Z. Jiao. Consumption-based carbon emissions and international trade in G7 countries: the role of environmental innovation and renewable energy. Sci. Total Environ., 730 (2020), Article 138945
|
[] |
N. Kilinc-Ata, V.L. Likhachev. Validation of the environmental Kuznets curve hypothesis and role of carbon emission policies in the case of Russian Federation. Environ. Sci. Pollut. Res., 29 (2022), pp. 63407-63422
|
[] |
E. Koçak, Z.Ş. Ulucak. The effect of energy R&D expenditures on CO2 emission reduction: estimation of the STIRPAT model for OECD countries. Environ. Sci. Pollut. Res., 26 (14) (2019), pp. 14328-14338
|
[] |
V. Koilo. Evidence of the Environmental Kuznets Curve: Unleashing the opportunity of industry 4.0 in emerging economies. J. Risk Financ. Manage., 12 (3) (2019), p. 122
|
[] |
Y. Kong, R. Khan. To examine environmental pollution by economic growth and their impact in an environmental Kuznets curve (EKC) among developed and developing countries. PLoS One, 14 (3) (2019), p. e0209532
|
[] |
S. Kuznetz. . Economic growth and incur in equality, American Economic Review 45 (1), 1-28 (1955)
|
[] |
D.D. Li, M. Rishi, J.H. Bae. Green official development Aid and carbon emissions: do institutions matter?. Environ. Dev. Econ., 26 (1) (2021), pp. 88-107
|
[] |
Y. Li, Y. Wei, D. Zhang, Y. Huo, M. Wu. Impacts of demographic factors on carbon emission based STIRPAT model and the PLS method: A case study of Shanghai. Environ. Eng. Manage. J. (EEMJ), 19 (8) (2021), pp. 1443-1458
|
[] |
S. Lin, S. Wang, D. Marinova, D. Zhao, J. Hong. Impacts of urbanization and real economic development on CO2 emissions in non-high income countries: Empirical research based on the extended STIRPAT model. J. Clean. Prod., 166 (2017), pp. 952-966
|
[] |
J.C.T. Lora, B.C. Bermúdez, C.A.C. Vizcaíno, W.I. Pinedo. The Environmental Kuznets Curve (EKC): an analysis of landfilled solid waste in Colombia. J. Faculty Econom. Sci: Res. Reflect., 21 (2) (2013), pp. 7-16
|
[] |
D.B. Lorente, A. Álvarez-Herranz. Economic growth and energy regulation in the environmental Kuznets curve. Environ. Sci. Pollut. Res., 23 (16) (2016), pp. 16478-16494
|
[] |
W.C. Lu. Renewable energy, carbon emissions, and economic growth in 24 Asian countries: evidence from panel cointegration analysis. Environ. Sci. Pollut. Res., 24 (33) (2017), pp. 26006-26015
|
[] |
I. Martinez-Zarzoso, A. Maruotti. The environmental Kuznets curve: functional form, time-varying heterogeneity and outliers in a panel setting. Environmetrics, 24 (7) (2013), pp. 461-475
|
[] |
U. Mehmood, S. Tariq, Z. Ul-Haq, M.S. Meo. Does the modifying role of institutional quality remains homogeneous in GDP-CO2 emission nexus? New evidence from ARDL approach. Environ. Sci. Pollut. Res., 28 (2021), pp. 10167-10174
|
[] |
P. Miglietta, F. De Leo, P. Toma. Environmental Kuznets curve and the water footprint: An empirical analysis. Water Environ. J., 31 (1) (2017), pp. 20-30
|
[] |
P. Molthan-Hill, Z.P. Robinson, A. Hope, A. Dharmasasmita, E. McManus. Reducing carbon emissions in business through Responsible Management Education: Influence at the micro-, meso-and macro-levels. The International Journal of Management Education, 18 (1) (2020), p. 100328
|
[] |
I.A. Moosa. The econometrics of the environmental Kuznets curve: an illustration using Australian CO2 emissions. Appl. Econ., 49 (49) (2017), pp. 4927-4945
|
[] |
S. Muhammad, X. Long. Rule of law and CO2 emissions: A comparative analysis across 65 belts and road initiative (BRI) countries. J. Clean. Prod., 279 (2021), Article 123539
|
[] |
P.K. Narayan, B. Saboori, A. Soleymani. Economic growth and carbon emissions. Economic Modelling, 53 (2016), pp. 388-397
|
[] |
C.P. Nguyen, N.A. Nguyen, C. Schinckus, T.D. Su. The ambivalent role of institutions in the CO2 emissions: The case of emerging countries. Int. J. Energy Econ. Policy, 8 (5) (2018), p. 7
|
[] |
T.T. Nguyen, T.A.T. Pham, H.T.X. Tram. Role of information and communication technologies and innovation in driving carbon emissions and economic growth in selected G-20 countries. J. Environ. Manage., 261 (2020), Article 110162
|
[] |
S. Ongan, C. Işık, U. Bulut, S. Karakaya, R. Alvarado, M. Irfan, I. Hussain. Retesting the EKC hypothesis through transmission of the ARMEY curve model: an alternative composite model approach with theory and policy implications for NAFTA countries. Environ. Sci. Pollut. Res., 29 (2022), pp. 46587-46599
|
[] |
E.S. Osabuohien, U.R. Efobi, C.M.W. Gitau. Beyond the environmental Kuznets curve in Africa: evidence from panel cointegration. J. Environ. Plann. Policy Manage., 16 (4) (2014), pp. 517-538
|
[] |
T. Ota. Economic growth, income inequality and environment: assessing the applicability of the Kuznets hypotheses to Asia. Palgrave Communications, 3 (1) (2017), p. 17069
|
[] |
B. Ozcan. The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: a panel data analysis. Energy Policy, 62 (2013), pp. 1138-1147
|
[] |
S. Özokcu, Ö. Özdemir. Economic growth, energy, and environmental Kuznets curve. Renew. Sustain. Energy Rev., 72 (2017), pp. 639-647
|
[] |
P. Pedroni. Fully modified OLS for heterogeneous cointegrated panels. Nonstationary Panels, Panel Cointegration, and Dynamic Panels, Emerald Group Publishing Limited (2001)
|
[] |
P.C. Phillips, B.E. Hansen. Statistical inference in instrumental variables regression with I (1) processes. Rev. Econ. Stud., 57 (1) (1990), pp. 99-125
|
[] |
K. Puzon, R. Alonzo. Re-examining the growth-emissions nexus: does the latecomer advantage alter the environmental Kuznets curve?. Int. J. Green Economics, 6 (3) (2012), pp. 298-316
|
[] |
X. Qi, Y. Han, P. Kou. Population urbanization, trade openness and carbon emissions: an empirical analysis based on China. Air Quality, Atmosphere & Health, 13 (2020), pp. 519-528
|
[] |
M.M. Rahman, K. Saidi, M.B. Mbarek. Economic growth in South Asia: the role of CO2 emissions, population density and trade openness. Heliyon, 6 (5) (2020), p. e03903
|
[] |
S.A. Raza, N. Shah. Testing environmental Kuznets curve hypothesis in G7 countries: the role of renewable energy consumption and trade. Environ. Sci. Pollut. Res., 25 (27) (2018), pp. 26965-26977
|
[] |
H.V. Ribeiro, D. Rybski, J.P. Kropp. Effects of changing population or density on urban carbon dioxide emissions. Nat. Commun., 10 (1) (2019), pp. 1-9
|
[] |
M.A. Rouf, M.K. Uddin, M.M. Uddin, M.A. Babu. Customers Attitude toward hygienic Products based on its price. IOSR J. Bus. Manag., 20 (4) (2018), pp. 18-21
|
[] |
B. Runar, K. Amin, S. Patrik. Convergence in carbon dioxide emissions and the role of growth and institutions: a parametric and non-parametric analysis. Environ. Econ. Policy Stud., 19 (2) (2017), pp. 359-390
|
[] |
S. Sabir, U. Qayyum, T. Majeed. FDI and environmental degradation: the role of political institutions in South Asian countries. Environ. Sci. Pollut. Res., 27 (26) (2020), pp. 32544-32553
|
[] |
I. Sahli, J.B. Rejeb. The environmental Kuznets curve and corruption in the MENA region. Procedia Soc. Behav. Sci., 195 (2015), pp. 1648-1657
|
[] |
K. Saidi, A. Omri. The impact of renewable energy on carbon emissions and economic growth in 15 major renewable energy-consuming countries. Environ. Res., 186 (2020), Article 109567
|
[] |
S.A. Sarkodie, S. Adams. Renewable energy, nuclear energy, and environmental pollution: accounting for political, institutional quality in South Africa. Sci. Total Environ., 643 (2018), pp. 1590-1601
|
[] |
T.M. Selden, D. Song. Environmental quality and development: Is there a Kuznets Curve for air pollution emissions?. J. Environ. Econ. Manag., 27 (2) (1994), pp. 147-162
|
[] |
M. Shahbaz. Globalization–emissions nexus: Testing the EKC hypothesis in next-11 countries. Glob. Bus. Rev., 23 (1) (2022), pp. 75-100
|
[] |
M. Shahbaz, N. Loganathan, A.T. Muzaffar, K. Ahmed, M.A. Jabran. How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model. Renew. Sustain. Energy Rev., 57 (2016), pp. 83-93
|
[] |
M. Shahbaz, M.K. Mahalik, S.J.H. Shahzad, S. Hammoudeh. Does the environmental Kuznets curve exist between globalization and energy consumption? Global evidence from the cross-correlation method. Int. J. Financ. Econ., 24 (1) (2018), pp. 540-557
|
[] |
M. Shahbaz, C. Raghutla, M. Song, H. Zameer, Z. Jiao. Public-private partnerships investment in energy as new determinant of CO2 emissions: the role of technological innovations in China. Energy Econ., 86 (2020), Article 104664
|
[] |
A. Shahpouri, H. Biabi, L. Abolhassani. Economic development and environmental quality: The environmental Kuznets curve for water pollution. J. Appl. Sci. Environ. Manag., 20 (1) (2016), pp. 161-169
|
[] |
A. Sinha, T. Sengupta, R. Alvarado. Interplay between technological innovation and environmental quality: formulating the SDG policies for next 11 economies. J. Clean. Prod., 242 (2020), Article 118549
|
[] |
A. Sinha, M. Shahbaz. Estimation of environmental Kuznets curve for CO2 emission: role of renewable energy generation in India. Renew. Energy, 119 (2018), pp. 703-711
|
[] |
A. Sirag, B.T. Matemilola, S.H. Law, A.N. Bany-Ariffin. Does environmental Kuznets curve hypothesis exist? Evidence from dynamic panel threshold. J. Environ. Econ. Policy, 7 (2) (2018), pp. 145-165
|
[] |
D.I. Stern, M.S. Common, E.B. Barbier. Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development. World Dev., 24 (7) (1996), pp. 1151-1160
|
[] |
Y. Sugiawan, S. Managi. The environmental Kuznets curve in Indonesia: Exploring the potential of renewable energy. Energy Policy, 98 (2016), pp. 187-198
|
[] |
M.P. Todaro, S.C. Smith. Economic Development. (12th edition.), Peasron USA (2015)
|
[] |
O. Usman, P.T. Iorember, I.O. Olanipekun. Revisiting the environmental Kuznets curve (EKC) hypothesis in India: the effects of energy consumption and democracy. Environ. Sci. Pollut. Res., 26 (13) (2019), pp. 13390-13400
|
[] |
H.R. Varian. Social indifference curves and aggregate demand. Q. J. Econ., 99 (3) (1984), pp. 403-414
|
[] |
V. Vasanth, M. Selvam, K. Lingaraja, O.I. Miencha, M. Raja. Testing Environmental Kuznets Curve hypothesis at firm level in India. J. Sustain. Dev., 8 (8) (2015), pp. 201-212
|
[] |
X.V. Vo, K. Zaman. Relationship between energy demand, financial development, and carbon emissions in a panel of 101 countries: “go the extra mile” for sustainable development. Environ. Sci. Pollut. Res., 27 (18) (2020), pp. 23356-23363
|
[] |
S. Wang, X. Liu. China's city-level energy-related CO2 emissions: Spatiotemporal patterns and driving forces. Appl. Energy, 200 (2017), pp. 204-214
|
[] |
World Bank Institute, 2007. Measuring Knowledge in the World's Economies. Knowledge for Development Program.
|
[] |
D. Wawrzyniak, W. Doryń. Does the quality of institutions modify the economic growth-carbon dioxide emissions nexus? Evidence from a group of emerging and developing countries. Economic research-Ekonomska istraživanja, 33 (1) (2020), pp. 124-144
|
[] |
L. Yang, H. Xia, X. Zhang, S. Yuan. What matters for carbon emissions in regional sectors? A China study of extended STIRPAT model. J. Clean. Prod., 180 (2018), pp. 595-602
|
[] |
S. Yasmin, M.S. Hassan, N. Arshed, M.N. Tahir. Psychological and environmental empirics of crimes in Pakistan. J. Public Affairs 22(S1), e2775 (2021)
|
[] |
M.W. Zafar, M. Shahbaz, A. Sinha, T. Sengupta, Q. Qin. How renewable energy consumption contribute to environmental quality? The role of education in OECD countries. J. Clean. Prod., 268 (2020), Article 122149
|
[] |
K. Zaman, M. Shahbaz, N. Loganathan, A.S. Raza. Tourism development, energy consumption and environmental Kuznets curve: Trivariate analysis in the panel of developed and developing countries. Tour. Manag., 54 (2016), pp. 275-283
|
[] |
Y. Zhang, X. Chen, Y. Wu, C. Shuai, L. Shen. The environmental Kuznets curve of CO2 emissions in the manufacturing and construction industries: a global empirical analysis. Environ. Impact Assess. Rev., 79 (2019), Article 106303
|
[] |
Y.J. Zhang, Y.L. Peng, C.Q. Ma, B. Shen. Can environmental innovation facilitate carbon emissions reduction? Evidence from China. Energy Policy, 100 (2017), pp. 18-28
|
[] |
X. Zhou, D. Zhou, Q. Wang, B. Su. How information and communication technology drives carbon emissions: a sector-level analysis for China. Energy Econ., 81 (2019), pp. 380-392
|
[] |
Z. Zoundi. CO2 emissions, renewable energy and the Environmental Kuznets Curve, a panel cointegration approach. Renew. Sustain. Energy Rev., 72 (2017), pp. 1067-1075
|
/
〈 |
|
〉 |