IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i24p16328-d995839.html
   My bibliography  Save this article

Economic Growth, Energy Mix, and Tourism-Induced EKC Hypothesis: Evidence from Top Ten Tourist Destinations

Author

Listed:
  • Md. Hasanur Rahman

    (Department of Economics, Sheikh Fazilatunnesa Mujib University, Jamalpur 2000, Bangladesh
    Department of Economics, Comilla University, Cumilla 3506, Bangladesh)

  • Liton Chandra Voumik

    (Department of Economics, Noakhali Science and Technology University, Noakhali 3814, Bangladesh)

  • Md. Jamsedul Islam

    (Department of Tourism and Hospitality Management, Noakhali Science and Technology University, Noakhali 3814, Bangladesh)

  • Md. Abdul Halim

    (Department of Tourism and Hospitality Management, Leading University, Sylhet 3112, Bangladesh)

  • Miguel Angel Esquivias

    (Department of Economics, Airlangga University, Surabaya 50115, Indonesia)

Abstract

The tourism sector makes a sizable contribution to a country’s gross domestic product, increasing employment opportunities, foreign currency earnings, and economic diversification strategies. This paper uses the Environmental Kuznets Curve (EKC) model to analyze the effects of tourism on the environment in the world’s top 10 tourist countries from 1972 to 2021. Panel cointegration and second-generation unit root tests are suggested due to the presence of cross-sectional dependence and slope heterogeneity. A cross-sectional-autoregressive-distributed lag (CS-ARDL) model is applied to evaluate the marginal influence of environmental variables other than tourism on carbon dioxide (CO 2 ) emissions. These variables include fossil fuels, renewable energy, and nuclear energy. For the purpose of testing robustness, both the augmented mean group (AMG) and the common correlated effects mean group (CCEMG) estimators are employed. The CS-ARDL supports the EKC hypothesis in the short run and long run, but it is not significant in the short run. The existence of EKC demonstrates that rising income leads to fewer CO 2 emissions. All forms of environmental degradation can be accelerated by using fossil fuels. The results of this study indicate that CO 2 emissions can be reduced by using renewable energy and nuclear energy. A rise in tourism activity has a positive impact on environmental quality. The best-attended tourist spots around the globe are those that, in the long run, implement clean energy-related technology and promote ecotourism.

Suggested Citation

  • Md. Hasanur Rahman & Liton Chandra Voumik & Md. Jamsedul Islam & Md. Abdul Halim & Miguel Angel Esquivias, 2022. "Economic Growth, Energy Mix, and Tourism-Induced EKC Hypothesis: Evidence from Top Ten Tourist Destinations," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16328-:d:995839
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/24/16328/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/24/16328/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chihwa Kao & Min‐Hsien Chiang & Bangtian Chen, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 691-709, November.
    2. Carr-Harris, Andrew & Lang, Corey, 2019. "Sustainability and tourism: the effect of the United States’ first offshore wind farm on the vacation rental market," Resource and Energy Economics, Elsevier, vol. 57(C), pages 51-67.
    3. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    4. Baz, Khan & Cheng, Jinhua & Xu, Deyi & Abbas, Khizar & Ali, Imad & Ali, Hashmat & Fang, Chuandi, 2021. "Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique," Energy, Elsevier, vol. 226(C).
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Khan, Anwar & Chenggang, Yang & Hussain, Jamal & Bano, Sadia & Nawaz, AAmir, 2020. "Natural resources, tourism development, and energy-growth-CO2 emission nexus: A simultaneity modeling analysis of BRI countries," Resources Policy, Elsevier, vol. 68(C).
    7. Md. Anowar Hossain Bhuiyan & Chamhuri Siwar & Shaharuddin Mohamad Ismail, 2016. "Sustainability Measurement for Ecotourism Destination in Malaysia: A Study on Lake Kenyir, Terengganu," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1029-1045, September.
    8. Tianyue Huang & Zi Tang, 2021. "Estimation of tourism carbon footprint and carbon capacity," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 16(3), pages 1040-1046.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 522-528, June.
    11. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    12. Asyraf Afthanorhan & Zainudin Awang & Sharifah Fazella, 2017. "Perception of Tourism Impact and Support Tourism Development in Terengganu, Malaysia," Social Sciences, MDPI, vol. 6(3), pages 1-11, September.
    13. Saboori, Behnaz & Sulaiman, Jamalludin, 2013. "Environmental degradation, economic growth and energy consumption: Evidence of the environmental Kuznets curve in Malaysia," Energy Policy, Elsevier, vol. 60(C), pages 892-905.
    14. Zheng, Huanyu & Song, Malin & Shen, Zhiyang, 2021. "The evolution of renewable energy and its impact on carbon reduction in China," Energy, Elsevier, vol. 237(C).
    15. Nguyen, Kim Hanh & Kakinaka, Makoto, 2019. "Renewable energy consumption, carbon emissions, and development stages: Some evidence from panel cointegration analysis," Renewable Energy, Elsevier, vol. 132(C), pages 1049-1057.
    16. Hannah Sharp & Josefine Grundius & Jukka Heinonen, 2016. "Carbon Footprint of Inbound Tourism to Iceland: A Consumption-Based Life-Cycle Assessment including Direct and Indirect Emissions," Sustainability, MDPI, vol. 8(11), pages 1-23, November.
    17. Li Chunling & Javed Ahmed Memon & Tiep Le Thanh & Minhaj Ali & Dervis Kirikkaleli, 2021. "The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    18. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    19. Jiekuan Zhang & Yan Zhang, 2021. "Tourism, economic growth, energy consumption, and CO2 emissions in China," Tourism Economics, , vol. 27(5), pages 1060-1080, August.
    20. Beltrami, Filippo & Fontini, Fulvio & Grossi, Luigi, 2021. "The value of carbon emission reduction induced by Renewable Energy Sources in the Italian power market," Ecological Economics, Elsevier, vol. 189(C).
    21. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    22. Haroon Rasool & Shafat Maqbool & Md. Tarique, 2021. "The relationship between tourism and economic growth among BRICS countries: a panel cointegration analysis," Future Business Journal, Springer, vol. 7(1), pages 1-11, December.
    23. Mumin Atalay Cetin & Ibrahim Bakirtas, 2020. "The long-run environmental impacts of economic growth, financial development, and energy consumption: Evidence from emerging markets," Energy & Environment, , vol. 31(4), pages 634-655, June.
    24. Sami Fethi & Elif Senyucel, 2021. "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," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1499-1524, February.
    25. Kao, Chihwa & Chiang, Min-Hsien & Chen, Bangtian, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 691-709, Special I.
    26. Ma, Xuejiao & Ahmad, Najid & Oei, Pao-Yu, 2021. "Environmental Kuznets curve in France and Germany: Role of renewable and nonrenewable energy," Renewable Energy, Elsevier, vol. 172(C), pages 88-99.
    27. Dogan, Eyup & Aslan, Alper, 2017. "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 depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    28. Mariola Piłatowska & Andrzej Geise & Aneta Włodarczyk, 2020. "The Effect of Renewable and Nuclear Energy Consumption on Decoupling Economic Growth from CO 2 Emissions in Spain," Energies, MDPI, vol. 13(9), pages 1-18, April.
    29. Bella, Giovanni & Massidda, Carla & Mattana, Paolo, 2014. "The relationship among CO2 emissions, electricity power consumption and GDP in OECD countries," Journal of Policy Modeling, Elsevier, vol. 36(6), pages 970-985.
    30. Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-41.
    31. Özgür Bayram Soylu & Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2021. "The Imperativeness of Environmental Quality in China Amidst Renewable Energy Consumption and Trade Openness," Sustainability, MDPI, vol. 13(9), pages 1-22, April.
    32. Bölük, Gülden & Mert, Mehmet, 2014. "Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries," Energy, Elsevier, vol. 74(C), pages 439-446.
    33. Miguel Angel Esquivias & Lilik Sugiharti & Hilda Rohmawati & Omar Rojas & Narayan Sethi, 2022. "Nexus between Technological Innovation, Renewable Energy, and Human Capital on the Environmental Sustainability in Emerging Asian Economies: A Panel Quantile Regression Approach," Energies, MDPI, vol. 15(7), pages 1-16, March.
    34. Umer Zaman & Syed Hassan Raza & Saba Abbasi & Murat Aktan & Pablo Farías, 2021. "Sustainable or a Butterfly Effect in Global Tourism? Nexus of Pandemic Fatigue, COVID-19-Branded Destination Safety, Travel Stimulus Incentives, and Post-Pandemic Revenge Travel," Sustainability, MDPI, vol. 13(22), pages 1-21, November.
    35. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "Author Correction: The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 544-544, June.
    36. Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
    37. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rifat Nahrin & Md. Hasanur Rahman & Shapan Chandra Majumder & Miguel Angel Esquivias, 2023. "Economic Growth and Pollution Nexus in Mexico, Colombia, and Venezuela (G-3 Countries): The Role of Renewable Energy in Carbon Dioxide Emissions," Energies, MDPI, vol. 16(3), pages 1-17, January.
    2. Anobua Acha Arnaud Martial & Huang Dechun & Liton Chandra Voumik & Md. Jamsedul Islam & Shapan Chandra Majumder, 2023. "Investigating the Influence of Tourism, GDP, Renewable Energy, and Electricity Consumption on Carbon Emissions in Low-Income Countries," Energies, MDPI, vol. 16(12), pages 1-21, June.
    3. Liton Chandra Voumik & Shohel Md. Nafi & Festus Victor Bekun & Murat Ismet Haseki, 2023. "Modeling Energy, Education, Trade, and Tourism-Induced Environmental Kuznets Curve (EKC) Hypothesis: Evidence from the Middle East," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    4. Grzegorz Zimon & Dulal Chandra Pattak & Liton Chandra Voumik & Salma Akter & Funda Kaya & Robert Walasek & Konrad Kochański, 2023. "The Impact of Fossil Fuels, Renewable Energy, and Nuclear Energy on South Korea’s Environment Based on the STIRPAT Model: ARDL, FMOLS, and CCR Approaches," Energies, MDPI, vol. 16(17), pages 1-21, August.
    5. Liton Chandra Voumik & Mohammad Iqbal Hossain & Md. Hasanur Rahman & Raziya Sultana & Rahi Dey & Miguel Angel Esquivias, 2023. "Impact of Renewable and Non-Renewable Energy on EKC in SAARC Countries: Augmented Mean Group Approach," Energies, MDPI, vol. 16(6), pages 1-19, March.
    6. Liton Chandra Voumik & Md. Hasanur Rahman & Shohel Md. Nafi & Md. Akter Hossain & Abdul Rahim Ridzuan & Nora Yusma Mohamed Yusoff, 2023. "Modelling Sustainable Non-Renewable and Renewable Energy Based on the EKC Hypothesis for Africa’s Ten Most Popular Tourist Destinations," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    7. Liton Chandra Voumik & Salma Akter & Mohammad Ridwan & Abdul Rahim Ridzuan & Amin Pujiati & Bestari Dwi Handayani & J. S. Keshminder & Mohamad Idham Md Razak, 2023. "Exploring the Factors behind Renewable Energy Consumption in Indonesia: Analyzing the Impact of Corruption and Innovation using ARDL Model," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 115-125, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    2. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    3. Jin, Taeyoung, 2022. "The evolutionary renewable energy and mitigation impact in OECD countries," Renewable Energy, Elsevier, vol. 189(C), pages 570-586.
    4. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    5. Liton Chandra Voumik & Mohammad Iqbal Hossain & Md. Hasanur Rahman & Raziya Sultana & Rahi Dey & Miguel Angel Esquivias, 2023. "Impact of Renewable and Non-Renewable Energy on EKC in SAARC Countries: Augmented Mean Group Approach," Energies, MDPI, vol. 16(6), pages 1-19, March.
    6. Yu Shuangshuang & Wenzhong Zhu & Nafeesa Mughal & Sergio Ivan Vargas Aparcana & Iskandar Muda, 2023. "The impact of education and digitalization on female labour force participation in BRICS: an advanced panel data analysis," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
    7. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    8. Lisha, Liu & Mousa, Saeed & Arnone, Gioia & Muda, Iskandar & Huerta-Soto, Rosario & Shiming, Zhai, 2023. "Natural resources, green innovation, fintech, and sustainability: A fresh insight from BRICS," Resources Policy, Elsevier, vol. 80(C).
    9. Bui Hoang Ngoc, 2022. "Do Tourism Development and Globalization Reinforce Ecological Footprint? Evidence From RCEP Countries," SAGE Open, , vol. 12(4), pages 21582440221, December.
    10. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    11. Liton Chandra Voumik & Shohel Md. Nafi & Festus Victor Bekun & Murat Ismet Haseki, 2023. "Modeling Energy, Education, Trade, and Tourism-Induced Environmental Kuznets Curve (EKC) Hypothesis: Evidence from the Middle East," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    12. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.
    13. Inglesi-Lotz, Roula & Dogan, Eyup, 2018. "The role of renewable versus non-renewable energy to the level of CO2 emissions a panel analysis of sub- Saharan Africa’s Βig 10 electricity generators," Renewable Energy, Elsevier, vol. 123(C), pages 36-43.
    14. Wu Xiaoman & Abdul Majeed & Dinara G. Vasbieva & Claire Emilienne Wati Yameogo & Nazim Hussain, 2021. "Natural resources abundance, economic globalization, and carbon emissions: Advancing sustainable development agenda," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 1037-1048, September.
    15. Bano, Sadia & Liu, Lu & Khan, Anwar, 2022. "Dynamic influence of aging, industrial innovations, and ICT on tourism development and renewable energy consumption in BRICS economies," Renewable Energy, Elsevier, vol. 192(C), pages 431-442.
    16. Sofi, Arfat Ahmad & Bhat, Mohammad Younus & Ahmad, Laraib & Aara, Ruhi Refath & Aswani, RS, 2022. "Renewable energy and transitioning towards sustainable tourism: Inferences from kernel density and nonparametric approach," Renewable Energy, Elsevier, vol. 193(C), pages 963-975.
    17. Dong, Kangyin & Sun, Renjin & Li, Hui & Liao, Hua, 2018. "Does natural gas consumption mitigate CO2 emissions: Testing the environmental Kuznets curve hypothesis for 14 Asia-Pacific countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 419-429.
    18. Moataz Elshimy & Khadiga M. El-Aasar, 2020. "Carbon footprint, renewable energy, non-renewable energy, and livestock: testing the environmental Kuznets curve hypothesis for the Arab world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6985-7012, October.
    19. Adolfo Maza & Paula Gutiérrez-Portilla, 2022. "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence," International Economics, CEPII research center, issue 170, pages 174-189.
    20. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16328-:d:995839. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.