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Environmental Impact of Tanzania’s Economic Transition Shaped by Industrialisation, Urbanisation, Energy Consumption, and Investment

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Abstract
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This research analyses the key factors influencing carbon dioxide (CO2) emissions in Tanzania by incorporating economic structure, population dynamics, and technological advancement. Using the Autoregressive Distributed Lag (ARDL) approach alongside the Error Correction Model (ECM), the study evaluates both short-term and long-term impacts of industrial expansion, financial sector development, urban growth, technological progress, trade integration, renewable energy consumption, and foreign direct investment on CO2 emission levels. The findings revealed that industrialisation, renewable energy usage, and managed urbanisation are associated with a long-term reduction in CO2 emissions, while rapid urbanisation and technological innovation are associated with increased emissions in the short run, though these effects are temporary. The study highlighted the complex interplay between development, urbanisation, and environmental outcomes in Tanzania and highlights the need for balanced policy interventions to achieve sustainable growth.

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  • Cite Count Icon 4
  • 10.1108/jrf-07-2024-0188
The effect of environmental tax on CO2 emissions in Romania: an ARDL-linked cointegration approach
  • Feb 25, 2025
  • The Journal of Risk Finance
  • Wycliffe Obwori Alwago + 3 more

Purpose Climate change, driven by global warming, poses a significant threat to humanity and disrupts the ecological balance. In Europe, concentrations of air pollutants remain very high, and problems related to air quality and the acceleration of the phenomenon of global warming persist. As a result, carbon taxation has emerged as a key strategy to mitigate climate change. In Romania, environmental taxes are an important instrument of environmental policy as an economic instrument for environmental protection and natural resource management. Using 1990–2021 time series data and an Autoregressive Distributed Lag (ARDL) Bounds cointegration for long-run analysis and the Toda–Yamamoto test for causality analysis, we investigated whether environmental taxes, renewable energy consumption, urbanization and economic growth significantly impact CO2 emissions in Romania.Design/methodology/approachThis paper differs from the assessment of the Environmental Kuznets Curve (EKC) hypothesis (Grossman and Krueger 1991) and instead aims to determine the impact of environmental taxes, renewable energy consumption, per capita GDP and urbanization on CO2 emissions in Romania. The study investigates both short- and long-term effects, as well as Toda–Yamamoto causality linkages (Toda and Yamamoto 1995) between these variables. We adopt an ARDL estimation technique with Bound cointegration test and error correction models (Pesaran et al., 2001) to examine the short- and long-term effects.Findings The findings revealed that environmental taxes positively and significantly reduce CO2 emissions, while urbanization induces CO2 emissions, in the long run. Moreover, in the short run, environmental taxes and renewable energy consumption significantly reduce CO2 emissions while per capita GDP and urbanization significantly increase CO2 emissions. A unidirectional causality exists between renewable energy consumption and CO2 emissions. Thus, to realize its 34% target of renewable energy consumption in 2030, Romania should prioritize the implementation of the Casa Verde Plus program and enforce sustainable urban planning to meet near-zero energy standards. Consequently, the government should continue to enforce carbon taxes to promote environmental sustainability.Originality/value Empirical evidence supports the cointegration relationship between environmental taxes and CO2 emissions, with carbon taxes effectively reducing CO2 emissions and improving environmental quality (Allan et al., 2014; Polat and Polat, 2018; Kiuila et al., 2019, etc.). While existing research (Floros and Vlachou, 2005; Wissema and Dellink, 2007; Aydin and Esen, 2018; Lin and Li, 2011) primarily focuses on country-specific or regional analyses, limited research has been conducted on the impact of carbon taxation on CO2 emissions in Romania. However, to the best of our knowledge, limited research on this phenomenon in Romania exists in response to recommendations for climate change mitigation. Furthermore, urbanization has significantly contributed to rising atmospheric carbon levels and subsequent global warming and climate change (Woldu, 2021). As economic growth, particularly in countries like Romania, drives urbanization, it leads to increased energy demand, expanding urban areas and mounting environmental concerns. This process involves industrial restructuring, and the development of new infrastructure, all of which exert pressure on energy consumption and CO2 emissions (Niu and Lekse, 2018). While economic growth is a primary objective, industrialization and urbanization inevitably generate unintended consequences, including CO2 emissions. However, limited research exists on the impact of urbanization patterns on CO2 emissions in Romania. This study investigates the dynamic causal relationships among urbanization, per capita GDP, carbon taxes, renewable energy consumption and CO2 emissions, considering both short-run and long-run effects in Romania.

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The role of renewable energy, fossil fuel consumption, urbanization and economic growth on CO2 emissions in China
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  • Sustainability
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Saudi Arabia’s Vision 2030 is closely tied to CO2 emissions and energy consumption issues. This initiative aims to modernize the country’s economy, diversify its energy sources, and enhance sustainability. This paper examines the relationships among CO2 emissions, Renewable Energy Consumption (REC), and Non-Renewable Energy Consumption (NREC) in Saudi Arabia, from 1990 to 2019. To assess the stationarity of the panel time-series data, the Augmented Dickey–Fuller (ADF) and Phillips–Perron (PP) tests were initially used. Given that the data exhibited a mixed order of integration, the Autoregressive Distributed Lag (ARDL) framework was employed. Three different lag selection criteria were applied for cointegration, using CO2 emissions as the dependent variable. Additionally, the direction and significance of causality were analyzed within the ARDL framework. Robust tests were conducted to evaluate the generalizability of the study’s findings. We demonstrated a significant long-term relationship between climate change and both REC and NREC in Saudi Arabia. The findings indicate that in the long run, a 1% increase in REC leads to a 0.21% decrease in CO2 emissions. Furthermore, a 1% increase in NREC corresponds to a substantial 53.4% reduction in CO2 emissions. Finally, policy recommendations were proposed in alignment with Saudi Arabia’s Vision 2030.

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Green pathways to carbon neutrality: evidence from South Asian economies
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Comprising eight nations and over one-fifth of the world’s population, the South Asian Association for Regional Cooperation (SAARC) is an important bloc. Its green-economy transition relies on coordinated efforts by national and local governments, private firms, community groups, and international agencies, and is supported by renewable-energy incentives, carbon-pricing mechanisms, sustainable land-use policies, and green-finance initiatives. This study aims to identify effective strategies and policy recommendations that support economic sustainability and carbon neutrality in the SAARC region through a thorough analysis of the causal relationships between economic indicators and carbon emissions. The study utilizes the Panel cointegration tests (the Kao test and the Pedroni tests), and the Panel Autoregressive Distributed Lag (ARDL) approach to examine the interconnections between economic growth, use of renewable energy, social entrepreneurship, and carbon emission in SAARC countries. The current study aims to examine the short-term dynamics and long-term equilibrium between important variables like Gross Domestic Product (GDP), natural resources (NR), globalization index (GI), industrial structure (IS), renewable energy consumption (REC), and carbon dioxide emissions (CO₂). Our results show that a 1 percent increase in globalization raises GDP by 2.61 percent, a 1 percent increase in the sustainable development index raises GDP by 0.10 percent, and a 1 percent increase in industrial structure raises GDP by 0.56 percent. Also, a 1percent increase in natural resources causes CO₂ emissions to go up by 0.057 percent in the long term, while a 1 percent rise in globalization and industrial structure causes CO₂ emissions to go up by 0.278 percent and 0.222 percent, respectively. The results show that REC and carbon emissions are inversely related to each other, suggesting that a 1 percent increase in REC may lead to a long-term reduction in CO₂ emissions of 0.316 percent. Our findings imply that SAARC policymakers should boost REC, realign industrial structures, and implement carbon‐pricing mechanisms to drive economic growth while achieving carbon neutrality. With the help of these findings, policymakers can make informed choices that will advance sustainable development and help the SAARC nations become carbon neutral. Graphical Abstract

  • Research Article
  • Cite Count Icon 23
  • 10.1108/ijesm-08-2023-0028
The dynamic nexus between agricultural productivity and renewable energy consumption in BRICS: the role of financial inclusion and foreign direct investment
  • Mar 4, 2024
  • International Journal of Energy Sector Management
  • Shnehal Soni + 1 more

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  • Cite Count Icon 66
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Green finance, renewable energy, financial development, FDI, and CO2 nexus under the impact of higher education.
  • Dec 8, 2022
  • Environmental Science and Pollution Research
  • Shen Ping + 1 more

This research investigates the relationships between CO2 emissions, the economy, renewable energy consumption, green financing, and foreign direct investment in BRICS nations from 2000 to 2019 under the effect of higher education. The stationarity of the data was evaluated using three unit root tests: ADF-Fisher, Levin, Lin, and Chin and Im, Pesaran, and Shin. The panel autoregressive distributed lag approach identified the long-run and short-run elasticities. The empirical findings demonstrate that variables cointegrate. In the long run, renewable energy, economic growth, green finance, foreign direct investment, and higher education all influence CO2 emissions; however, in the short run, only economic growth, renewable energy, and higher education influence CO2 emissions. The findings also indicate that higher education increases dramatically at the individual and societal levels, reducing CO2 emissions in the short and long term. The overall empirical study of group and economy is supported by the results of robust statistics. In light of the results, the BRICS economies are advised to collaborate for sustainable growth while preserving environmental quality. Moreover, the BRICS countries should prioritize investing in the growth of higher education and enhancing the use of renewable energy for sustainable development.

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  • Cite Count Icon 28
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Does Chinese Foreign Direct Investment (FDI) Stimulate Economic Growth in Pakistan? An Application of the Autoregressive Distributed Lag (ARDL Bounds) Testing Approach
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Nexus between renewable energy consumption, economic growth, and CO2 emissions in Algeria: New evidence from the Fourier‐Bootstrap ARDL approach
  • May 29, 2023
  • Natural Resources Forum
  • Marei Elbadri + 3 more

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An investigation into the primary causes of carbon dioxide releases in Kenya: Does renewable energy matter to reduce carbon emission?
  • Sep 10, 2023
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Nexus between foreign direct investment, gross capital formation, financial development and renewable energy consumption: evidence from panel data estimation
  • Jan 30, 2024
  • GSC Advanced Research and Reviews
  • Md Qamruzzaman

This research examines the correlation between foreign direct investment (FDI), gross capital formation (GCF), financial development, and renewable energy consumption (REC). The research utilizes the CS-ARDL and NARDL estimates to identify a strong and statistically significant connection, both in the long-term and short-term, between Foreign Direct Investment (FDI), Gross Capital Formation (GCF), financial development, and Regional Economic Cooperation (REC). More precisely, a 10% alteration in Foreign Direct Investment (FDI) leads to a 1.545% augmentation in Research and Development Expenditure (REC) over an extended period of time, and a 0.735% boost in the immediate term. Likewise, favorable (unfavorable) advancements in foreign direct investment (FDI) hasten (diminish) the pace of economic growth in the long term. The analysis also demonstrates a strong and statistically significant relationship between GCF and REC, highlighting the advantageous impact of domestic capital creation on the integration of clean energy. Moreover, it reveals a favorable correlation between financial development and REC, indicating that the financial incentives enabled by financial development have a crucial impact on encouraging the use of renewable energy. These results are consistent with previous research and have important consequences for the connection between foreign direct investment (FDI), gross capital formation (GCF), financial development, and sustainable energy. Nonetheless, the study highlights the importance of taking into account the nature and caliber of foreign direct investment (FDI) inflows, the influence of fair and sustainable growth in the renewable energy sector on the environment and society, and the possible environmental and social consequences of renewable energy projects fueled by domestic capital expansion. Furthermore, it emphasizes the need of well-rounded policy frameworks and governance mechanisms to guarantee that foreign direct investment (FDI), green climate fund (GCF), and financial development effectively contribute to equitable and sustainable growth in the consumption of renewable energy. The study's findings offer valuable insights on how to effectively use foreign direct investment (FDI), global climate finance (GCF), and financial development to increase the use of renewable energy. However, it also emphasizes the importance of carefully evaluating the wider consequences and related factors in order to develop sustainable strategies for promoting renewable energy consumption.

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  • Cite Count Icon 408
  • 10.1016/j.eneco.2017.06.025
The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries
  • Jul 6, 2017
  • Energy Economics
  • Sudharshan Reddy Paramati + 2 more

The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries

  • Research Article
  • Cite Count Icon 4
  • 10.14710/ijred.2023.53168
Exploring the link between green energy, CO2 emissions, exchange rate and economic growth: Perspective from emerging South Asian countries
  • Sep 1, 2023
  • International Journal of Renewable Energy Development
  • Mohammad Rifat Rahman + 2 more

This paper investigates the nexus between renewable energy use, CO2 emissions, exchange rate, and economic development within emerging South Asian nations, namely Bangladesh, India, Pakistan, and Sri Lanka, employing the Autoregressive Distributed Lag (ARDL) framework. It examines annual data spanning from 1990 to 2019, examining key indicators of renewable energy consumption, CO2 emissions, exchange rate, and economic development. The ARDL bounds test results demonstrate the existence of co-integration among the variables in the long run. The empirical result finds that the renewable energy consumption, CO2 emissions, and exchange rate have a significant impact on economic growth in Bangladesh, Pakistan, and Sri Lanka in the long run. In India no significant relationship found in the long run. In short run assessment, Bangladesh, India, and Sri Lanka also found same relationship with economic growth and renewable energy consumption, CO2 emissions, and exchange rate. Interestingly, In Pakistan no significant relationship has found in short run estimation analysis. Furthermore, study tried to determine the causality direction by using the Toda Yamamoto granger causality approach, which reveals bidirectional causation between exchange rate and CO2 emission in India. In Pakistan, study also found bi-directional causality among the variables renewable energy consumption, CO2 emissions, and economic growth. Finally, this paper emphasizes developing the policy as well as making a concrete decision regarding the renewable energy consumption, CO2 emissions, exchange rate, and economic development for ensuring sustainable economic growth in South Asian region. Future research could extend this work by including different dimensional data, additional countries, or using alternative or supplementary modeling techniques.

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