Modelling Sustainable Non-Renewable and Renewable Energy Based on the EKC Hypothesis for Africa’s Ten Most Popular Tourist Destinations

The main purpose of this study was to examine how tourism, GDP, renewable energy, and fossil fuels cause environmental damage. This study examined ten African countries between 1997 and 2021 to test the environmental Kuznets curve (EKC) theory. Egypt, South Africa, Kenya, Morocco, Tanzania, Tunisia, Mauritius, Ghana, Uganda, and Nigeria are the ten African countries with the most tourists. In this paper, the augmented mean group (AMG), mean group (MG), and common correlated effects mean group (CCEMG) models were used to deal with slope heterogeneity (SH), cross-sectional dependence (CSD), and a mix of first-differenced and level stationary variables. Though the inverted U-shaped exists, the findings are significant only for MG. The impact of renewable energy is favorable for the environment and significant for the AMG estimator. Inversely, impact of tourist arrivals and fossil fuels are detrimental for environment and significant. Based on the findings for each country, the tourism-based EKC theory only works for Kenya, Egypt, and Tanzania. The research found that using more renewable energy minimizes CO2 emissions more effectively in almost all countries except Morocco and Ghana. Ghana, Kenya, and Uganda’s CO2 emissions increase when more tourists come from other countries. For the sake of both tourism and the environment, the government must reconsider its tourism policies and implement ones that include renewable energy. The findings of this study assist in the transition to clean energy, aiding in sustainable tourism growth. As a result, selected countries should develop a new tourism plan that focuses on renewable energy sources and protects the environment.

[1]  M. Islam,et al.  Power Generation Sources and Carbon Dioxide Emissions in BRICS Countries: Static and Dynamic Panel Regression , 2023, Strategic Planning for Energy and the Environment.

[2]  Md. Hasanur Rahman,et al.  The Impact of Female Education, Trade Openness, Per Capita GDP, and Urbanization on Women's Employment in South Asia: Application of CS-ARDL Model , 2023, Syst..

[3]  S. Majumder,et al.  A Quantile Regression Analysis of the Impact of Electricity Production Sources on CO2 Emission in South Asian Countries , 2023, Strategic Planning for Energy and the Environment.

[4]  Abdul Rahim Ridzuan,et al.  The detrimental effects of dirty energy, foreign investment, and corruption on environmental quality: New evidence from Indonesia , 2023, Frontiers in Environmental Science.

[5]  A. Raihan,et al.  Carbon emission reduction potential of renewable energy, remittance, and technological innovation: empirical evidence from China , 2022, Journal of Technology Innovations and Energy.

[6]  Md. Hasanur Rahman,et al.  Economic Growth, Energy Mix, and Tourism-Induced EKC Hypothesis: Evidence from Top Ten Tourist Destinations , 2022, Sustainability.

[7]  Md. Mahbubur Rahman,et al.  Investigating the EKC hypothesis with renewable energy, nuclear energy, and R&D for EU: fresh panel evidence , 2022, Heliyon.

[8]  Abdul Rahim Ridzuan,et al.  The Impacts of Energy Consumption by Sector and Foreign Direct Investment on CO2 Emissions in Malaysia , 2022, Sustainability.

[9]  Tasnim Sultana,et al.  Impact of urbanization, industrialization, electrification and renewable energy on the environment in BRICS: fresh evidence from novel CS-ARDL model , 2022, Heliyon.

[10]  Abdul Rahim Ridzuan,et al.  Reinvestigating the Presence of Environmental Kuznets Curve in Malaysia: The Role of Foreign Direct Investment , 2022, International Journal of Energy Economics and Policy.

[11]  M. Islam,et al.  Emissions of carbon dioxide from electricity production in ASEAN countries: GMM and quantile regression analysis , 2022, SN Business & Economics.

[12]  Cody Morris Paris,et al.  Environmental Impact of Urbanization, Bank Credits, and Energy Use in the UAE—A Tourism-Induced EKC Model , 2022, Sustainability.

[13]  S. Majumder,et al.  Empirical analysis of the feasible solution to mitigate the CO2 emission: evidence from Next-11 countries , 2022, Environmental Science and Pollution Research.

[14]  Arifur Rahman,et al.  The Impacts of Energy Use, Tourism and Foreign Workers on CO2 Emissions in Malaysia , 2022, Sustainability.

[15]  C. Eusébio,et al.  Air pollution and tourism growth relationship: exploring regional dynamics in five European countries through an EKC model , 2022, Environmental Science and Pollution Research.

[16]  K. Ravinthirakumaran,et al.  Examining the relationship between tourism and CO2 emissions: evidence from APEC region , 2022, Anatolia.

[17]  A. Raihan,et al.  How Tourism Affects Women's Employment in Asian Countries: An Application of Generalized Method of Moments and Quantile Regression , 2022 .

[18]  Usman Mehmood,et al.  Examining the role of financial inclusion towards CO2 emissions: presenting the role of renewable energy and globalization in the context of EKC , 2021, Environmental Science and Pollution Research.

[19]  H. Friday,et al.  ANALYSIS OF COAL CONSUMPTION AND GROWTH NEXUS BY ENVIRONMENTAL KUZNETS CURVE , 2021, International Journal of Energy Economics and Policy.

[20]  S. Majumder,et al.  EXAMINE THE EMPIRICAL RELATIONSHIP BETWEEN ENERGY CONSUMPTION AND INDUSTRIALIZATION IN BANGLADESH: GRANGER CAUSALITY ANALYSIS , 2021, International Journal of Energy Economics and Policy.

[21]  Mansoor Mushtaq,et al.  Environmental Kuznets Curve: Moderating role of financial development , 2021, Economic Journal of Emerging Markets.

[22]  Daniel Ruiz-Palomo,et al.  Sustainable Tourism Development and Economic Growth: Bibliometric Review and Analysis , 2021, Sustainability.

[23]  J. Iqbal,et al.  Analyzing the linkage among CO2 emissions, economic growth, tourism, and energy consumption in the Asian economies , 2021, Environmental Science and Pollution Research.

[24]  Abdul Rahim Ridzuan,et al.  THE IMPACTS OF RURAL POPULATION GROWTH, ENERGY USE AND ECONOMIC GROWTH ON CO2 EMISSIONS , 2021, International Journal of Energy Economics and Policy.

[25]  Yogi Sugiawan,et al.  Economic growth – environment nexus: An analysis based on natural capital component of inclusive wealth , 2021 .

[26]  Cem Işık,et al.  An Evaluation of the Tourism-Induced Environmental Kuznets Curve (T-EKC) Hypothesis: Evidence from G7 Countries , 2020 .

[27]  Rangan Gupta,et al.  Uncertainty and tourism in Africa , 2020, Tourism Economics.

[28]  K. Ehigiamusoe A disaggregated approach to analyzing the effect of electricity on carbon emissions: Evidence from African countries , 2020 .

[29]  M. Usman,et al.  The role of financial development, tourism, and energy utilization in environmental deficit: evidence from 20 highest emitting economies , 2020, Environmental Science and Pollution Research.

[30]  K. Jermsittiparsert,et al.  The role of tourism and renewable energy in testing the environmental Kuznets curve in the BRICS countries: fresh evidence from methods of moments quantile regression , 2020, Environmental Science and Pollution Research.

[31]  E. Papavasileiou,et al.  Tourism Carbon Kuznets-Curve Hypothesis: A Systematic Literature Review and a Paradigm Shift to a Corporation-Performance Perspective , 2020, Journal of Travel Research.

[32]  A. Alsayed,et al.  Detecting the Environmental Kuznets Curve in African Countries , 2020, Studies in Economics and Econometrics.

[33]  Sami Fethi,et al.  The role of tourism development on CO2 emission reduction in an extended version of the environmental Kuznets curve: evidence from top 50 tourist destination countries , 2020, Environment, Development and Sustainability.

[34]  A. Alola,et al.  An assessment of environmental sustainability corridor: The role of economic expansion and research and development in EU countries. , 2020, The Science of the total environment.

[35]  S. Majumder,et al.  Examine the Role of Agriculture to Mitigate the CO2 Emission in Bangladesh , 2020 .

[36]  Abdul Rahim Ridzuan,et al.  THE IMPACT OF ENERGY CONSUMPTION BASED ON FOSSIL FUEL AND HYDROELECTRICITY GENERATION TOWARDS POLLUTION IN MALAYSIA, INDONESIA AND THAILAND , 2020 .

[37]  Anwar Khan,et al.  The repercussions of foreign direct investment, renewable energy and health expenditure on environmental decay? An econometric analysis of B&RI countries , 2020 .

[38]  Xia Li,et al.  Global difference in the relationships between tourism, economic growth, CO2 emissions, and primary energy consumption , 2020, Current Issues in Tourism.

[39]  Wen Xu,et al.  Tourism, economic growth, and tourism-induced EKC hypothesis: evidence from the Mediterranean region , 2019, Empirical Economics.

[40]  Cem Işık,et al.  The economic growth/development and environmental degradation: evidence from the US state-level EKC hypothesis , 2019, Environmental science and pollution research international.

[41]  Petar Mitić,et al.  A Literature Survey of the Environmental Kuznets Curve , 2019, Economic Analysis.

[42]  R. Kurniawan,et al.  Linking Wealth and Productivity of Natural Capital for 140 Countries Between 1990 and 2014 , 2019 .

[43]  T. Xu,et al.  Investigating Environmental Kuznets Curve in China–Aggregation bias and policy implications , 2018 .

[44]  Abdul Rahim Ridzuan,et al.  Determinants of environmental quality in selected asia pacific countries based on panel estimation , 2017 .

[45]  B. Shakouri,et al.  Does tourism development promote CO2 emissions? , 2017 .

[46]  Normaz Wana Ismail,et al.  Tourism and CO2 emissions nexus in Southeast Asia: new evidence from panel estimation , 2017, Environment, Development and Sustainability.

[47]  Eyup Dogan,et al.  The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries , 2016 .

[48]  Apra Sinha,et al.  Investigating the Environmental Kuznets Curve for India , 2016 .

[49]  L. Altınay,et al.  Revisiting the environmental Kuznets curve hypothesis in a tourism development context , 2015, Environmental Science and Pollution Research.

[50]  P. Sifolo A tourism theoretical gap: the case of the Northern Cape Province in South Africa , 2015 .

[51]  Eyup Dogan,et al.  CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA , 2015, Environmental Science and Pollution Research.

[52]  Kamrul Hassan,et al.  Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries , 2014 .

[53]  M. Chou,et al.  Does tourism development promote economic growth in transition countries? A panel data analysis , 2013 .

[54]  S. Rusu Tourism multiplier effect , 2011 .

[55]  Sun Bo,et al.  A Literature Survey on Environmental Kuznets Curve , 2011 .

[56]  I. Ozturk,et al.  CO2 emissions, energy consumption and economic growth in Turkey , 2010 .

[57]  F. Teal,et al.  Econometrics for Grumblers: A New Look at the Literature on Cross-Country Growth Empirics , 2011 .

[58]  Elif Akbostancı,et al.  The relationship between income and environment in Turkey: Is there an environmental Kuznets curve? , 2009 .

[59]  S. Katircioğlu Revisiting the tourism-led-growth hypothesis for Turkey using the bounds test and Johansen approach for cointegration , 2009 .

[60]  Ferda Halicioğlu,et al.  An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey , 2009 .

[61]  James B. Ang,et al.  Economic development, pollutant emissions and energy consumption in Malaysia , 2008 .

[62]  Chun-Ping Chang,et al.  Tourism development and economic growth: A closer look at panels , 2008 .

[63]  Joakim Westerlund,et al.  A panel bootstrap cointegration test , 2007 .

[64]  G. Kapetanios,et al.  Panels with Nonstationary Multifactor Error Structures , 2006, SSRN Electronic Journal.

[65]  N. Khanna,et al.  Household Income and Pollution , 2006 .

[66]  J. Westerlund Testing for Error Correction in Panel Data , 2006 .

[67]  Takashi Yamagata,et al.  Testing Slope Homogeneity in Large Panels , 2005, SSRN Electronic Journal.

[68]  M. Pesaran Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure , 2004, SSRN Electronic Journal.

[69]  Osman Zaim,et al.  Measuring environmental performance of state manufacturing through changes in pollution intensities: a DEA framework , 2004 .

[70]  J. Spangenberg The Environmental Kuznets Curve: A Methodological Artefact? , 2001 .