Audi, Marc and Ali, Amjad and Poulin, Marc (2026): Modelling Urban Expansion, Energy Consumption, and Environmental Sustainability: The Moderating Role of Environmental Taxes in Developing Countries.
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Abstract
Rapid expansion in urbanisation, along with the rising demand for energy consumption, has deepened environmental apprehensions among developing economies and intensified their concerns about long-run environmental sustainability. This article examines how urban expansion and rising energy consumption impact environmental sustainability, and whether environmental taxes moderate this relationship, by using a panel of 110 developing countries over the period of 2010 to 2024. To capture both static and dynamic relationships among the variables, we have applied complementary econometric methodologies that allow for cross-country heterogeneity and persistence in emissions. The estimated outcomes show that urban expansion and energy consumption are significantly increasing gas emissions, and this outcome is consistent with the idea that environmental costs of urban-led growth and energy-intensive development. But as we have added environmental taxes as a moderating policy instrument, the positive impact of energy consumption and urbanisation on emissions becomes negative in most specifications. The significant impact of both interaction terms, i.e., environmental taxes and urbanisation, and environmental taxes and energy consumption, across different estimation strategies, suggests that environmental taxation weakens emissions and encourages structural change with rising energy use. Renewable energy consumption and foreign direct investment have significant influences on emissions, emphasising the role of energy structure and investment composition in shaping environmental outcomes, whereas the income effect varies across models. The outcomes of dynamic models also confirm emissions persistence, but over time, environmental taxes reduce the degree of emissions persistence. The estimated outcomes imply that environmental taxes can support a decoupling of urbanisation and energy-driven growth from environmental degradation. Thus, developing countries should balance urban development, energy demand, and environmental sustainability through credible market-based regulations.
| Item Type: | MPRA Paper |
|---|---|
| Original Title: | Modelling Urban Expansion, Energy Consumption, and Environmental Sustainability: The Moderating Role of Environmental Taxes in Developing Countries |
| English Title: | Modelling Urban Expansion, Energy Consumption, and Environmental Sustainability: The Moderating Role of Environmental Taxes in Developing Countries |
| Language: | English |
| Keywords: | urban expansion; energy consumption; environmental sustainability; environmental taxes |
| Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q3 - Nonrenewable Resources and Conservation Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R0 - General |
| Item ID: | 128856 |
| Depositing User: | Dr. Marc Audi |
| Date Deposited: | 28 Apr 2026 01:20 |
| Last Modified: | 28 Apr 2026 01:20 |
| References: | Abbass, K., Song, H., Mushtaq, Z., & Khan, F. (2022). Does technology innovation matter for environmental pollution? Testing the pollution halo and pollution haven hypothesis for Asian countries. Environmental Science and Pol-lution Research, 29, 89753–89771. Abdelgany, M. F., & Gad-Elhak, A. G. M. (2022). Effect of foreign direct investment on carbon dioxide emissions: Pan-el study from developing countries. International Journal of Ecology, Energy and Environment, 7, 87–99. Adedoyin, F. F., Nwulu, N., & Bekun, F. V. (2021). Environmental degradation, energy consumption and sustainable development: Accounting for the role of economic complexities with evidence from World Bank income clus-ters. Business Strategy and the Environment, 30, 2727–2740. Adury, L., & Das, R. (2025). Environmental taxation through a Pigouvian lens. IUP Law Review, 15, 30. Ahmad, N., Menegaki, A. N., & Al-Muharrami, S. (2020). Systematic literature review of tourism growth nexus: An overview of the literature and a content analysis of one hundred most influential papers. Journal of Economic Surveys, 34, 1068–1110. Ahmed, J., & Hu, L. (2025). Green investment, digital technological progress, and the dynamics of carbon emissions in China: A review. Journal of Energy and Environmental Policy Options, 8, 30–39. Ahmed, Z., Adebayo, T. S., Udemba, E. N., Murshed, M., & Kirikkaleli, D. (2022). Effects of economic complexity, economic growth, and renewable energy technology budgets on ecological footprint: The role of democratic accountability. Environmental Science and Pollution Research, 29, 24925–24940. Ahmed, Z., Ahmad, M., Rjoub, H., Kalugina, O. A., & Hussain, N. (2022). Economic growth, renewable energy con-sumption, and ecological footprint: Exploring the role of environmental regulations and democracy in sustaina-ble development. Sustainable Development, 30, 595–605. Alcalá-Ordóñez, A., Brida, J. G., & Cárdenas-García, P. J. (2024). Has the tourism-led growth hypothesis been con-firmed? Evidence from an updated literature review. Current Issues in Tourism, 27, 3571–3607. Ali, A., Audi, M., & Roussel, Y. (2021). Natural resources depletion, renewable energy consumption and environmental degradation: A comparative analysis of developed and developing world. International Journal of Energy Economics and Policy, 11, 251–260. Ali, A., Audi, M., Bibi, C., & Roussel, Y. (2021). The impact of gender inequality and environmental degradation on human well-being in the case of Pakistan: A time series analysis. International Journal of Economics and Fi-nancial Issues, 11, 92–99. Ali, A., Audi, M., Senturk, I., & Roussel, Y. (2022). Do sectoral growth promote carbon dioxide emissions in Pakistan? Time series analysis in presence of structural break. International Journal of Energy Economics and Policy, 12, 410–425. Ali, M., & Kirikkaleli, D. (2021). The asymmetric effect of renewable energy and trade on consumption-based carbon dioxide emissions: The case of Italy. Integrated Environmental Assessment and Management, 18, 784–795. Altinoz, B., & Dogan, E. (2021). How renewable energy consumption and natural resource abundance impact envi-ronmental degradation? New findings and policy implications from quantile approach. Energy Sources, Part B: Economics, Planning, and Policy, 16, 345–356. Altinoz, B., & Dogan, E. (2023). Does foreign direct investment affect environmental degradation? Examining pollution haven and pollution halo hypotheses using ARDL modelling. Journal of Asia Pacific Economy, 28, 1406–1432. Amer, E. A. A. A., Meyad, E. M. A., Meyad, A. M., & Mohsin, A. K. M. (2024). The impact of natural resources on en-vironmental degradation: A review of ecological footprint and carbon dioxide emissions as indicators. Frontiers in Environmental Science, 12, 1368125. Antal, M., Plank, B., Mokos, J., & Wiedenhofer, D. (2020). Is working less really good for the environment? A system-atic review of the empirical evidence for resource use, greenhouse gas emissions and the ecological footprint. Environmental Research Letters, 16, 013002. Apergis, N., & Payne, J. E. (2009). Energy consumption and economic growth: Evidence from the Commonwealth of Independent States. Energy Economics, 31, 641–647. Arshad, R., Audi, M., & Ali, A. (2025). Environmental disclosure and financial performance: Evidence from environ-mentally sensitive sectors across global markets. Policy Journal of Social Science Review, 3, 383–399. Audi, M., & Ali, A. (2016). Environmental degradation, energy consumption, population density and economic devel-opment in Lebanon: A time series analysis (1971–2014). University Library of Munich. Aydin, C., Esen, Ö., & Çetintaş, Y. (2025). Nexus between environmental innovation and ecological footprint in OECD countries: Is there an environmental rebound effect? Journal of Environmental Studies and Sciences, 15, 113–123. Azimi, M. N., & Rahman, M. M. (2024). Renewable energy and ecological footprint nexus: Evidence from dynamic panel threshold technique. Heliyon, 10, e33442. Banzhaf, H. S. (2020). A history of pricing pollution (or, why Pigouvian taxes are not necessarily Pigouvian). Nation-al Bureau of Economic Research. Bary, E., & Hakim, I. (2025). Pollution haven or pollution halo? Green investment and environmental outcomes in Asia. Journal of Energy and Environmental Policy Options, 8, 51–62. Bashir, A., Susetyo, D., Suhel, S., & Azwardi, A. (2021). Relationships between urbanization, economic growth, energy consumption, and carbon dioxide emissions: Empirical evidence from Indonesia. Journal of Asian Finance, Economics and Business, 8, 79–90. Batool, A., Ali, A., & Audi, M. (2025). Assessing the impact of sustainability initiatives on greenhouse gas emissions in Sweden and Finland. University Library of Munich. Bekhet, H. A., Othman, N. S., & Yasmin, T. (2020). Interaction between environmental Kuznets curve and urban envi-ronment transition hypotheses in Malaysia. International Journal of Energy Economics and Policy, 10, 384–402. Bilalli, A., Gollopeni, K. S., Beka, A., & Gara, A. (2024). The relationship between renewable energy consumption, car-bon dioxide emissions, economic growth, and foreign direct investment: Evidence from developed European countries. International Journal of Sustainable Development and Planning, 19, 375–384. Bilan, Y., Streimikiene, D., Vasylieva, T., Lyulyov, O., Pimonenko, T., & Pavlyk, A. (2019). Linking between renewable energy, carbon dioxide emissions, and economic growth: Challenges for candidates and potential candidates for the European Union membership. Sustainability, 11, 1528. Caetano, R. V. (2020). The impact of foreign direct investment in emissions reduction targets: Evidence from high- and middle-income countries (Master’s thesis, Universidade da Beira Interior). Carlo, D. (2025). Economic activity, carbon emissions, and health outcomes: A cross-national study of Organisation of Islamic Cooperation and non-Organisation of Islamic Cooperation countries. Journal of Business and Econom-ic Options, 8, 47–57. Cervero, R. (2013). Linking urban transport and land use in developing countries. Journal of Transport and Land Use, 6, 7–24. Çetin, M., & Ecevit, E. (2015). Urbanization, energy consumption and carbon dioxide emissions in Sub-Saharan coun-tries: A panel cointegration and causality analysis. Journal of Economic Development Studies, 3, 66–76. Cheikh, N. B., Zaied, Y. B., & Chevallier, J. (2021). On the nonlinear relationship between energy use and carbon diox-ide emissions within an environmental Kuznets curve framework: Evidence from panel smooth transition re-gression in the Middle East and North Africa region. Research in International Business and Finance, 55, 101331. Chen, D., & Li, S. (2025). Exploring the pathway to carbon neutrality in China based on a dynamic spatial Durbin quantile regression model. Scientific Reports, 15, 17442. Chen, T., Zhang, Y., Yang, Y., Wu, B., & Xu, G. (2025). Does urban density always boost smart productivity? Evidence of an inverted U-shaped relationship in Chinese cities. PLoS ONE, 20, e0326606. Chen, X., Rahaman, M. A., Hossain, M. A., & Chen, S. (2023). Is growth of the financial sector relevant for mitigating carbon dioxide emissions in Bangladesh? The moderation role of the financial sector within the environmental Kuznets curve model. Environment, Development and Sustainability, 25, 9567–9588. Chien, F., Hsu, C. C., Ozturk, I., Sharif, A., & Sadiq, M. (2022). The role of renewable energy and urbanization towards greenhouse gas emission in top Asian countries: Evidence from advanced panel estimations. Renewable Energy, 186, 207–216. Chowdhury, S., & Hassan, H. (2025). Linking entrepreneurial exposure to sustainable outcomes in SMEs: Evidence from green orientation and absorptive capacity. Journal of Energy and Environmental Policy Options, 8, 40–57. Demetrescu, M., & Hassler, U. (2007). Effect of neglected deterministic seasonality on unit root tests. Statistical Pa-pers, 48, 385–402. Dilanchiev, A., Nuta, F., Khan, I., & Khan, H. (2023). Urbanization, renewable energy production, and carbon dioxide emission in BSEC member states: Implications for climate change mitigation and energy markets. Environ-mental Science and Pollution Research, 30, 67338–67350. Dinda, S. (2004). Environmental Kuznets curve hypothesis: A survey. Ecological Economics, 49, 431–455. Dissanayake, S., Mahadevan, R., & Asafu-Adjaye, J. (2020). Evaluating the efficiency of carbon emissions policies in a large emitting developing country. Energy Policy, 136, 111080. Dogan, E., & Seker, F. (2016). The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renewable and Sustainable Energy Reviews, 60, 1074–1085. Dogan, M., Georgescu, I., Çeştepe, H., Sarıgül, S. S., & Tatar, H. E. (2025). Renewable energy consumption and the ecological footprint in Denmark: Assessing the influence of financial development and agricultural contribution. Agriculture, 15, 835. Ebhota, W. S., & Jen, T. C. (2020). Fossil fuels environmental challenges and the role of solar photovoltaic technology advances in fast tracking hybrid renewable energy system. International Journal of Precision Engineering and Manufacturing - Green Technology, 7, 97–117. Ehrlich, P. R., & Holdren, J. P. (1971). Impact of population growth: Complacency concerning this component of man's predicament is unjustified and counterproductive. Science, 171, 1212–1217. Fang, G., Yang, K., Tian, L., & Ma, Y. (2022). Can environmental tax promote renewable energy consumption? An empirical study from the typical countries along the Belt and Road. Energy, 260, 125193. Furtuna, K. O., & Atis, S. (2024). Does foreign direct investment affect environmental degradation: Evidence from largest carbon intense countries. PLoS ONE, 19, e0314232. Gafsi, N., & Bakari, S. (2025). Unveiling the influence of green taxes, renewable energy adoption, and digitalization on environmental sustainability in G7 countries. International Journal of Energy Economics and Policy, 15, S735–S757. Ganda, F. (2019). The impact of innovation and technology investments on carbon emissions in selected Organisation for Economic Co-operation and Development countries. Journal of Cleaner Production, 217, 469–483. Gill, A. R., Viswanathan, K. K., & Hassan, S. (2018). The environmental Kuznets curve and the environmental problem of the day. Renewable and Sustainable Energy Reviews, 81, 1636–1642. Gyamfi, B. A., Bein, M. A., Udemba, E. N., & Bekun, F. V. (2021). Investigating the pollution haven hypothesis in oil and non-oil Sub-Saharan Africa countries: Evidence from quantile regression technique. Resources Policy, 73, 102119. Hadri, K. (2000). Testing for stationarity in heterogeneous panel data. Econometrics Journal, 3, 148–161. Hanvoravongchai, P., & Paweenawat, J. (2025). Economic and environmental dynamics in Southeast Asia: The im-pact of tourism, gross domestic product, foreign direct investment, and trade openness on carbon dioxide emis-sions. Journal of Energy and Environmental Policy Options, 8, 51–65. Holtbrügge, D., & Raghavan, N. (2025). Environmental effects of foreign direct investment in India: Pollution haven or pollution halo? Critical Perspectives on International Business, 21, 417–442. Hossain, M. S. (2011). Panel estimation for carbon dioxide emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy, 39, 6991–6999. Hou, L., & Yuan, Y. (2025). Determinants of life expectancy in SAARC countries: An integrated environmental and socioeconomic perspective. Journal of Energy and Environmental Policy Options, 8, 1–16. Hussain, M. H., Asif, M., Khan, A. W., Ahmad, E., & Shabeer, M. G. (2025). Energy transition in an urbanizing world: Long-run drivers of carbon dioxide emissions in seventy-seven emerging and developing economies. Dialogue Social Science Review, 3, 1–21. Ihemeson, O. C. (2023). The roles of developed and developing countries in curbing fossil emission for sustainable de-velopment: Implications for policy making. American Journal of Social and Humanities Research, 4, 116–139. Ito, Y., & Zhang, R. (2025). Examining economic and technological drivers of carbon dioxide emissions in developing countries: A policy perspective. Journal of Energy and Environmental Policy Options, 8, 1–12. Khalid, M. A., & Abdul, M. (2025). Green growth and human capital in Bangladesh: Evaluating the roles of financial development and foreign direct investment in reducing carbon emissions. Journal of Energy and Environmental Policy Options, 8, 1–13. Khan, M. A. (2022). Vision of a sustainable, smart, and resilient city. In Cities and mega risks: COVID-19 and climate change (pp. 295–338). Springer International Publishing. Khan, M. S., Audi, M., & Ali, A. (2025). Foreign direct investment, financial development, and sustainable growth: Em-pirical evidence from developing countries. Journal of Social Signs Review, 3, 189–211. Khezri, M., Mamghaderi, M., Razzaghi, S., & Heshmati, A. (2023). Comprehensive environmental assessment index of ecological footprint. Environmental Management, 71, 465–482. Kumar, A., Sharma, S., & Mahdavi, M. (2021). Machine learning technologies for digital credit scoring in rural finance: A literature review. Risks, 9, 192. Kunwal, I., Sheikh, M. R., Faridi, M. Z., & Mushtaq, M. I. (2023). Urbanization, energy consumption and environmen-tal quality in Asian countries. Bulletin of Business and Economics, 12, 372–386. Lee, C. C., & Chang, C. P. (2007). Energy consumption and gross domestic product revisited: A panel analysis of de-veloped and developing countries. Energy Economics, 29, 1206–1223. Lee, J., & Zhuang, M. (2025). Evaluating the role of green finance in emission reduction: Comparative insights from Asian economies. Journal of Energy and Environmental Policy Options, 8, 58–72. Leibowicz, B. D. (2017). Effects of urban land-use regulations on greenhouse gas emissions. Cities, 70, 135–152. Leitão, N. C. (2025). The impact of environmental taxes and renewable energy on carbon dioxide emissions in OECD countries. Energies, 18, 2543. Levin, A., Lin, C. F., & Chu, C. S. J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108, 1–24. Linh, T. N., Long, H. T., Chi, L. V., Tam, L. T., & Lebailly, P. (2019). Access to rural credit markets in developing coun-tries: The case of Vietnam: A literature review. Sustainability, 11, 1468. Liu, F., Khan, Y., & Hassan, T. (2023). Does excessive energy utilization and expansion of urbanization increase car-bon dioxide emission in Belt and Road economies? Environmental Science and Pollution Research, 30, 60080–60105. Liu, H., Zafar, M. W., Sinha, A., & Khan, I. (2023). The path to sustainable environment: Do environmental taxes and governance matter? Sustainable Development, 31, 2278–2290. Longston, P., Audi, M., & Ali, A. (2025). Environmental, social and governance disclosures and corporate financial performance: Evidence from selected Asian economies. Pakistan Journal of Social Sciences Review, 4, 22–49. Mahmood, H., Furqan, M., Hassan, M. S., & Rej, S. (2023). The environmental Kuznets curve hypothesis in China: A review. Sustainability, 15, 6110. Mamghaderi, M., Mamkhezri, J., & Khezri, M. (2023). Assessing the environmental efficiency of OECD countries through the lens of ecological footprint indices. Journal of Environmental Management, 338, 117796. Manta, A. G., Doran, N. M., Bădîrcea, R. M., Badareu, G., & Țăran, A. M. (2023). Does the implementation of a Pigou-vian tax be considered an effective approach to address climate change mitigation? Economic Analysis and Policy, 80, 1719–1731. Marc, A., & Ali, A. (2023). The role of environmental conditions and purchasing power parity in determining quality of life among big Asian cities. International Journal of Energy Economics and Policy, 13, 292–305. Marc, A., & Ali, A. (2023). Unveiling the role of business freedom to determine environmental degradation in develop-ing countries. International Journal of Energy Economics and Policy, 13, 157–164. Marc, A., Ahmad, K., Poulin, M., & Ali, A. (2025). Different dimensions of globalization and carbon dioxide emission nexus: Application of environmental Kuznets curve for worldwide perspective. International Journal of Energy Economics and Policy, 15, S553–S566. Marc, A., Ali, A., & Kassem, M. (2020). Greenhouse gases: A review of losses and benefits. International Journal of Energy Economics and Policy, 10, 403–418. Marc, A., Poulin, M., Ahmad, K., & Ali, A. (2025). Carbon dioxide emissions, globalization, and health: A dynamic panel analysis of life expectancy in BRICS. In Environment, development and sustainability (pp. 1–33). Springer Nature. Marc, M., Poulin, M., Ahmad, K., & Ali, A. (2025). Modeling disaggregate globalization to carbon emissions in BRICS: A panel quantile regression analysis. Sustainability, 17, 2638. Maroufi, N., & Hajilary, N. (2022). The impacts of economic growth, foreign direct investments, and gas consumption on the environmental Kuznets curve hypothesis carbon dioxide emission in Iran. Environmental Science and Pollution Research, 29, 85350–85363. Martin, C. (2025). Renewable energy interventions and urban emission reduction: Evidence from global policy instru-ments. Journal of Energy and Environmental Policy Options, 8, 1–13. Martin, P., & Camerone, G. (2025). Green economic growth and environmental governance: A panel analysis of G-20 countries. Journal of Energy and Environmental Policy Options, 8, 17–27. Martínez-Zarzoso, I., Bengochea-Morancho, A., & Morales-Lage, R. (2007). The impact of population on carbon di-oxide emissions: Evidence from European countries. Environmental and Resource Economics, 38, 497–512. Mehdi, H., Ali, A., & Audi, M. (2025). Tourism, sustainability, and growth: An empirical investigation of long-run eco-nomic impacts in Pakistan. Contemporary Journal of Social Science Review, 3, 1479–1493. Minh, T. B., Ngoc, T. N., & Van, H. B. (2023). Relationship between carbon emissions, economic growth, renewable energy consumption, foreign direct investment, and urban population in Vietnam. Heliyon, 9, e17544. Mirza, F. M., & Kanwal, A. (2017). Energy consumption, carbon emissions and economic growth in Pakistan: Dynamic causality analysis. Renewable and Sustainable Energy Reviews, 72, 1233–1240. Mishra, R. K., Mishra, D., & Agarwal, R. (2025). Environmental sustainability and ecological balance. Implementation of Innovative Strategies for Integrated Plant Protection, 81, 81–96. Mol, A. P. (1999). Ecological modernization and the environmental transition of Europe: Between national variations and common denominators. Journal of Environmental Policy and Planning, 1, 167–181. Müller, F. L., Szabó, J., Sundström, O., & Lygeros, J. (2017). Aggregation and disaggregation of energetic flexibility from distributed energy resources. IEEE Transactions on Smart Grid, 10, 1205–1214. Naeem, H., Ali, A., & Audi, M. (2025). The impact of financial stability on environmental degradation: Mediating role of green investment and moderating role of environmental awareness. Policy Journal of Social Science Review, 3, 448–469. Narayan, P. K., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: Panel data evidence from de-veloping countries. Energy Policy, 38, 661–666. Nathaniel, S. P., & Iheonu, C. O. (2019). Carbon dioxide abatement in Africa: The role of renewable and non-renewable energy consumption. Science of the Total Environment, 679, 337–345. Naveed, A., Ahmad, N., Aghdam, R. F., & Menegaki, A. N. (2022). What have we learned from environmental Kuznets curve hypothesis? A citation-based systematic literature review and content analysis. Energy Strategy Reviews, 44, 100946. Nerudová, D., & Dobranschi, M. (2016). Pigouvian carbon tax rate: Can it help the European Union achieve sustaina-bility? In Competitiveness, social inclusion and sustainability in a diverse European Union (pp. 145–159). Springer Nature. Orozco, D. T., Molina, C., & Cano, J. H. V. (2017). Pigouvian taxes and payments for environmental services in an economic model restricted by the resilience of a body of water. Water Resources and Economics, 19, 28–40. Osano, H. M., & Koine, P. W. (2016). Role of foreign direct investment on technology transfer and economic growth in Kenya: A case of the energy sector. Journal of Innovation and Entrepreneurship, 5, 31. Oteng-Abayie, E. F., Duodu, E., Mensah, G., & Frimpong, P. B. (2022). Natural resource abundance, environmental sustainability, and policies and institutions for environmental sustainability in Sub-Saharan Africa. Resources Policy, 79, 103097. Pan, J., Chen, Y., & Luo, H. (2025). Impact of environmental policy stringency on consumption-based carbon dioxide: Role of economic policy uncertainty in top eleven GDP-ranked countries for environmental Kuznets curve hy-pothesis. SAGE Open, 15, 21582440251361637. Perron, P., & Phillips, P. C. (1987). Does gross national product have a unit root? A re-evaluation. Economics Letters, 23, 139–145. Piga, C. A. (2003). Pigouvian taxation in tourism. Environmental and Resource Economics, 26, 343–359. Pigou, A. C. (1920). Co-operative societies and income tax. The Economic Journal, 30, 156–162. Qasir, H., & Agha, A. (2025). Green procurement, production, and logistics as drivers of sustainable supply chains: Ev-idence from industrial sectors in Pakistan. Journal of Energy and Environmental Policy Options, 8, 14–29. Qian, L. H. (2024). An empirical study on the relationship between urbanization, transportation infrastructure, industri-alization and environmental degradation in China, India and Indonesia. In Environment, development and sus-tainability (pp. 1–27). Springer Nature. Rai, P., Gupta, P., Saini, N., & Tiwari, A. K. (2025). Assessing the impact of renewable energy and non-renewable energy use on carbon emissions: Evidence from select developing and developed countries. Environment, Development and Sustainability, 27, 3059–3080. Rizwan, M., & Iqbal, W. (2025). Decarbonization pathways in developing economies: Digitalization, finance, and re-newable energy in Pakistan. Journal of Energy and Environmental Policy Options, 8, 38–50. Ruggerio, C. A. (2021). Sustainability and sustainable development: A review of principles and definitions. Science of the Total Environment, 786, 147481. Sackitey, G. L. (2023). Do environmental taxes affect energy consumption and energy intensity? An empirical analysis of Organisation for Economic Co-operation and Development countries. Cogent Economics and Finance, 11, 2156094. Saqib, N., Radulescu, M., Usman, M., Balsalobre-Lorente, D., & Cilan, T. (2023). Environmental technology, economic complexity, renewable electricity, environmental taxes and carbon dioxide emissions: Implications for low-carbon future in the Group of Ten bloc. Heliyon, 9, e16457. Schandl, H., Hatfield-Dodds, S., Wiedmann, T., Geschke, A., Cai, Y., West, J., & Owen, A. (2016). Decoupling global environmental pressure and economic growth: Scenarios for energy use, materials use and carbon emissions. Journal of Cleaner Production, 132, 45–56. Shaheen, A., Sheng, J., Arshad, S., Salam, S., & Hafeez, M. (2019). The dynamic linkage between income, energy con-sumption, urbanization and carbon emissions in Pakistan. Polish Journal of Environmental Studies, 29, 267–276. Simionescu, M., Strielkowski, W., Tvaronavičienė, M., & others. (2020). Renewable energy in final energy consumption and income in the European Union twenty-eight countries. Energies, 13, 2280. Sing, H. K., Sritharan, N., & Ngui, L. L. H. (2025). Impacts of environmental taxes on sustainable development goals: Balancing environment and equity. Journal of Tax Reform, 11, 175–199. Soukharev, B. (2025). Why humans would not be able to stop global warming in the coming decades even if there were no climate feedbacks. In Global warming and mass migration: Climate change and its impact on migration to the North (pp. 113–173). Springer Nature. Stein, J. (2025). Beyond concrete: Assessing the role of wetlands, aquifers, and mangroves in sustainable flood and groundwater management. Journal of Energy and Environmental Policy Options, 8, 13–25. Stern, D. I. (2004). The rise and fall of the environmental Kuznets curve. World Development, 32, 1419–1439. Sun, L., & Feng, N. (2023). Research on fiscal policies supporting green and low-carbon transition to promote energy conservation and emission reduction in cities: Empirical evidence from China. Journal of Cleaner Production, 430, 139688. Tam, P. S. (2013). Finite-sample distribution of the augmented Dickey–Fuller test with lag optimization. Applied Eco-nomics, 45, 3495–3511. Tan, C., & Lee, E. (2025). Financial development, energy consumption, and environmental quality: Testing the envi-ronmental Kuznets curve hypothesis in ASEAN countries. Journal of Energy and Environmental Policy Op-tions, 8, 28–37. Tekin, R. B. (2012). Economic growth, exports and foreign direct investment in least developed countries: A panel Granger causality analysis. Economic Modelling, 29, 868–878. Trends, G. (2017). Challenges and opportunities in the implementation of the sustainable development goals. United Nations Development Programme and United Nations Research Institute for Social Development. Uluçak, R. (2020). How do environmental technologies affect green growth? Evidence from BRICS economies. Sci-ence of the Total Environment, 712, 136504. Wang, J., & Azam, W. (2024). Natural resource scarcity, fossil fuel energy consumption, and total greenhouse gas emis-sions in top emitting countries. Geoscience Frontiers, 15, 101757. Wang, L., & Zaman, F. (2025). Sustainability and power in transnational infrastructure: The environmental politics of the Belt and Road Initiative. Journal of Energy and Environmental Policy Options, 8, 37–49. Wang, Q., Zhang, F., & Li, R. (2023). Revisiting the environmental Kuznets curve hypothesis in 208 countries: The roles of trade openness, human capital, renewable energy and natural resource rent. Environmental Research, 216, 114637. Wang, Y., Fan, H., Wang, H., Che, Y., Wang, J., Liao, Y., & Lv, S. (2023). High-carbon expansion or low-carbon inten-sive and mixed land-use? Recent observations from megacities in developing countries: A case study of Shanghai, China. Journal of Environmental Management, 348, 119294. Wang, Y., Zhao, Z., Shi, M., Liu, J., & Tan, Z. (2024). Public environmental concern, government environmental regula-tion and urban carbon emission reduction—Analyzing the regulating role of green finance and industrial ag-glomeration. Science of the Total Environment, 924, 171549. Wirl, F. (1994). Pigouvian taxation of energy for flow and stock externalities and strategic, noncompetitive energy pricing. Journal of Environmental Economics and Management, 26, 1–18. Wolde-Rufael, Y., & Mulat-Weldemeskel, E. (2023). Effectiveness of environmental taxes and environmental stringent policies on carbon dioxide emissions: The European experience. Environment, Development and Sustainability, 25, 5211–5239. Xie, R., & Zhang, S. (2024). Re-examining the impact of global foreign direct investment inflows on haze pollution considering the moderating mechanism of environmental regulation. Energy and Environment, 35, 3186–3209. Xu, X., Fu, Y., Meng, Q., & Hu, J. (2025). Identifying the impact of climate policy on urban carbon emissions: New in-sights from China’s environmental protection tax reform. Sustainability, 17, 7898. Yang, X., He, L., Xia, Y., & Chen, Y. (2019). Effect of government subsidies on renewable energy investments: The threshold effect. Energy Policy, 132, 156–166. Yi, W., Hill, D. J., & Song, Y. (2019). Impact of high penetration of renewable resources on power system transient sta-bility. In Proceedings of the IEEE Power and Energy Society General Meeting (pp. 1–5). IEEE. Yussif, K., Dompreh, E. B., & Gasparatos, A. (2023). Sustainability of urban expansion in Africa: A systematic litera-ture review using the drivers–pressures–state–impact–responses framework. Sustainability Science, 18, 1459–1479. Zhang, C., & Lin, Y. (2012). Panel estimation for urbanization, energy consumption and carbon dioxide emissions: A regional analysis in China. Energy Policy, 49, 488–498. Zundi, Z. (2017). Carbon dioxide emissions, renewable energy and the environmental Kuznets curve: A panel cointe-gration approach. Renewable and Sustainable Energy Reviews, 72, 1067–1075. |
| URI: | https://mpra.ub.uni-muenchen.de/id/eprint/128856 |

