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Tourism-led growth hypothesis in the top ten tourist destinations: New evidence using the quantile-on-quantile approach

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Cited by:

  1. Nnamdi Chinwendu Nwaeze & Kingsley Ikechukwu Okere & Izuchukwu Ogbodo & Obumneke Bob Muoneke & Ifeoma Nwakaego Sandra Ngini & Samuel Uchezuike Ani, 2023. "Dynamic linkages between tourism, economic growth, trade, energy demand and carbon emission: evidence from EU," Future Business Journal, Springer, vol. 9(1), pages 1-12, December.
  2. Garrod Brian & Almeida António & Machado Luiz, 2023. "Modelling of nonlinear asymmetric effects of changes in tourism on economic growth in an autonomous small-island economy," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 13(2), pages 154-172, December.
  3. Niccolò Comerio & Fernanda Strozzi, 2019. "Tourism and its economic impact: A literature review using bibliometric tools," Tourism Economics, , vol. 25(1), pages 109-131, February.
  4. Yonghong Jiang & Gengyu Tian & Yiqi Wu & Bin Mo, 2022. "Impacts of geopolitical risks and economic policy uncertainty on Chinese tourism‐listed company stock," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 320-333, January.
  5. Sunil Tiwari & Dilek Cil & Arshian Sharif & Cigdem Karis & Ibrahim Cutcu, 2025. "The Relationship between Tourism Development and Economic Growth in Transition Economies: A Comparative Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12392-12420, September.
  6. Nikeel Kumar & Ronald Ravinesh Kumar, 2020. "Relationship between ICT and international tourism demand: A study of major tourist destinations," Tourism Economics, , vol. 26(6), pages 908-925, September.
  7. Oladunjoye, Opeyemi Nathaniel & Areyemi, Victor Olaife, 2021. "Tourism, Globalization and Economic Growth in Nigeria," African Journal of Economic Review, African Journal of Economic Review, vol. 9(2), April.
  8. Wu, Bi-Bo, 2021. "The dynamics of oil on China’s commodity sectors: What can we learn from a quantile perspective?," Journal of Commodity Markets, Elsevier, vol. 23(C).
  9. Shahbaz, Muhammad & Zakaria, Muhammad & Shahzad, Syed Jawad Hussain & Mahalik, Mantu Kumar, 2018. "The energy consumption and economic growth nexus in top ten energy-consuming countries: Fresh evidence from using the quantile-on-quantile approach," Energy Economics, Elsevier, vol. 71(C), pages 282-301.
  10. Dimitris Anastasiou & Panayotis Kapopoulos & Kalliopi Maria Zekente, 2025. "Housing Affordability, Tourism Activity and Income Inequality: Friends or Foes?," Open Economies Review, Springer, vol. 36(4), pages 1255-1280, September.
  11. Rodousakis, Nikolaos & Soklis, George, 2024. "An “Extended method” for measuring intersectoral linkages: The case of the Greek tourism sector," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 594-606.
  12. George S. Atsalakis & Elie Bouri & Fotios Pasiouras, 2021. "Natural disasters and economic growth: a quantile on quantile approach," Annals of Operations Research, Springer, vol. 306(1), pages 83-109, November.
  13. Sun, Zhaoyang & Liu, Ling & Pan, Runquan & Wang, Yiwei & Zhang, Bingbing, 2025. "Tourism and economic growth: The role of institutional quality," International Review of Economics & Finance, Elsevier, vol. 98(C).
  14. Isabel P. Albaladejo & Juan Gabriel Brida & María Isabel González‐Martínez & Verónica Segarra, 2023. "A new look to the tourism and economic growth nexus: A clustering and panel causality analysis," The World Economy, Wiley Blackwell, vol. 46(9), pages 2835-2856, September.
  15. Tomiwa Sunday Adebayo & Ugur Korkut Pata & Seyi Saint Akadiri, 2024. "A comparison of CO2 emissions, load capacity factor, and ecological footprint for Thailand’s environmental sustainability," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 2203-2223, January.
  16. Giovanni De Luca & Monica Rosciano, 2020. "Quantile Dependence in Tourism Demand Time Series: Evidence in the Southern Italy Market," Sustainability, MDPI, vol. 12(8), pages 1-18, April.
  17. Lin, Boqiang & Xu, Bin, 2018. "Factors affecting CO2 emissions in China's agriculture sector: A quantile regression," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 15-27.
  18. Rijia Ding & Meng Huang, 2021. "The Spatial Difference of “Internet plus Tourism” in Promoting Economic Growth," Sustainability, MDPI, vol. 13(21), pages 1-17, October.
  19. Abdul Rehman & Hengyun Ma & Muhammad Irfan & Munir Ahmad & Ousmane Traore, 2020. "Investigating the Influence of International Tourism in Pakistan and Its Linkage to Economic Growth: Evidence From ARDL Approach," SAGE Open, , vol. 10(2), pages 21582440209, June.
  20. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
  21. Belucio Matheus & Fuinhas José Alberto & Vieira Carlos, 2023. "How does the economy affect a religious phenomenon? A panel approach to international pilgrimages to the Shrine of Fátima," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 13(1), pages 110-124, December.
  22. Sarantis Lolos & Panagiotis Palaios & Evangelia Papapetrou, 2023. "Tourism-led growth asymmetries in Greece: evidence from quantile regression analysis," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 22(1), pages 125-148, January.
  23. Osinubi, Tolulope Temilola & Osinubi , Olufemi Bankole, . "Inclusive Growth in Tourism-led Growth Hypothesis: Evidence from Nigeria," African Journal of Economic Review, African Journal of Economic Review, vol. 8(2).
  24. Meng, Lingyan & Li, Jinshi, 2024. "Natural resources volatility and geopolitical risk: A novel perspective of oil and mineral rents using quantile-quantile regression for China," Resources Policy, Elsevier, vol. 88(C).
  25. Miao, Xiaoyu & Wang, Qunwei & Dai, Xingyu, 2022. "Is oil-gas price decoupling happening in China? A multi-scale quantile-on-quantile approach," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 450-470.
  26. Waheed, Rida & Sarwar, Suleman & Dignah, Ashwaq, 2020. "The role of non-oil exports, tourism and renewable energy to achieve sustainable economic growth: What we learn from the experience of Saudi Arabia," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 49-58.
  27. Xin Zhao & Muhammad Saeed Meo & Tella Oluwatoba Ibrahim & Noshaba Aziz & Solomon Prince Nathaniel, 2023. "Impact of Economic Policy Uncertainty and Pandemic Uncertainty on International Tourism: What do We Learn From COVID-19?," Evaluation Review, , vol. 47(2), pages 320-349, April.
  28. Qin, Meng & Wan, Yue & Dou, Junyi & Su, Chi Wei, 2024. "Artificial Intelligence: Intensifying or mitigating unemployment?," Technology in Society, Elsevier, vol. 79(C).
  29. Yang, Eunjung & Kim, Jinwon & Pennington-Gray, Lori & Ash, Kevin, 2021. "Does tourism matter in measuring community resilience?," Annals of Tourism Research, Elsevier, vol. 89(C).
  30. Palaios, Panagiotis & Triantafillou, Anna, 2025. "Exploring spillover effects in the four shipping markets: Theory and empirical evidence from bulk shipping," Transport Policy, Elsevier, vol. 170(C), pages 75-91.
  31. Konstantakopoulou, Ioanna, 2022. "Does health quality affect tourism? Evidence from system GMM estimates," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 425-440.
  32. Gu, Jianqiang & Wu, Zhan & Song, Yubing & Nicolescu, Ana-Cristina, 2024. "A win-win relationship? New evidence on artificial intelligence and new energy vehicles," Energy Economics, Elsevier, vol. 134(C).
  33. Oluwatosin Adeniyi & Terver T Kumeka & Samuel Orekoya & Wasiu Adekunle, 2023. "Impact of tourism development on inclusive growth: A panel vector autoregression analysis for African economies," Tourism Economics, , vol. 29(3), pages 612-642, May.
  34. Zhao, Qian & Wang, Lu & Stan, Sebastian-Emanuel & Mirza, Nawazish, 2024. "Can artificial intelligence help accelerate the transition to renewable energy?," Energy Economics, Elsevier, vol. 134(C).
  35. Mark Ian J. Soriano & Ayroso, Krisel Joy C. & Estrella, Ma. Fatima T. & Meneses, Michelle M. & Pascual, Fhevie Jane Y. & Rivera, Mae Angela, 2024. "Malico, Nueva Vizcaya as a Sustainable Tourism Destination," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(8), pages 3026-3057, August.
  36. Nisar Ahmad & Angeliki N. Menegaki & Saeed Al‐Muharrami, 2020. "Systematic Literature Review Of Tourism Growth Nexus: An Overview Of The Literature And A Content Analysis Of 100 Most Influential Papers," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 1068-1110, December.
  37. Yong Su & Jacob Cherian & Muhammad Safdar Sial & Alina Badulescu & Phung Anh Thu & Daniel Badulescu & Sarminah Samad, 2021. "Does Tourism Affect Economic Growth of China? A Panel Granger Causality Approach," Sustainability, MDPI, vol. 13(3), pages 1-12, January.
  38. Muhammed Ashiq Villanthenkodath & Sheo Rama & Jyoti Sharma & Vivekanand Jaiswal, 2025. "Unlocking Tourist Arrivals Dynamics: A Novel Quantile-on-Quantile Exploration of Load Capacity Factor," SN Operations Research Forum, Springer, vol. 6(3), pages 1-27, September.
  39. Jamil Shah & Zilakat Khan Malik & Umar Hayat, 2020. "The Dynamic Effects of Terrorism on Tourism: A Bound Testing Co-Integration Approach," IBT Journal of Business Studies (JBS), Ilma University, Faculty of Management Science, vol. 16(1), pages 44-57.
  40. Fei Fan & Van-Trung Ha, 2025. "Tourism-led growth or economy-driven tourism growth in Southeast Asian countries," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
  41. He, Jiao & Deng, Zhenghua, 2023. "Revisiting natural resources rents and sustainable financial development: Evaluating the role of mineral and forest for global data," Resources Policy, Elsevier, vol. 80(C).
  42. Lee, Chien-Chiang & Chen, Mei-Ping & Xing, Wenwu, 2022. "Do national cultures matter for tourism development? Some international evidence," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 666-686.
  43. Joseph David & Nurudeen Abu & Akintola Owolabi, 2025. "The Moderating Role of Corruption in the Oil Price-Economic Growth Relationship in an Oil-Dependent Economy: Evidence from Bootstrap ARDL with a Fourier Function," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 1, pages 5-30, March.
  44. Yuying Yang & Duanyang Gao & Rui Li, 2024. "Can Multiple Shocks Affect Household Income? Evidence from Poor Rural Areas in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 171(2), pages 439-466, January.
  45. Anastasiou, Dimitris & Pasiouras, Fotios & Rizos, Anastasios & Stratopoulou, Artemis, 2025. "Discouraged Borrowers and Sentimental Shocks," Journal of International Money and Finance, Elsevier, vol. 157(C).
  46. Jorge V Pérez-Rodríguez & Heiko Rachinger & María Santana-Gallego, 2022. "Does tourism promote economic growth? A fractionally integrated heterogeneous panel data analysis," Tourism Economics, , vol. 28(5), pages 1355-1376, August.
  47. Dou, Junyi & Li, Kun & Qin, Meng & Albu, Lucian Liviu, 2025. "Towards energy security: Could renewable energy endure uncertainties in the energy market?," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 461-474.
  48. Yang, Dong-Xiao & Wu, Bi-Bo & Tong, Jing-Yang, 2021. "Dynamics and causality of oil price shocks on commodities: Quantile-on-quantile and causality-in-quantiles methods," Resources Policy, Elsevier, vol. 74(C).
  49. Syed Jawad Hussain Shahzad & Román Ferrer, 2020. "Dynamic spillover effects among tourism, economic growth and macro-finance risk factors," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(3), pages 173-194, September.
  50. Li, Tianyu & Yue, Xiao-Guang & Qin, Meng & Norena-Chavez, Diego, 2024. "Towards Paris Climate Agreement goals: The essential role of green finance and green technology," Energy Economics, Elsevier, vol. 129(C).
  51. Ilhan Ozturk & Arshian Sharif & Danish Iqbal Godil & Adnan Yousuf & Iram Tahir, 2023. "The Dynamic Nexus Between International Tourism and Environmental Degradation in Top Twenty Tourist Destinations: New Insights From Quantile-on-Quantile Approach," Evaluation Review, , vol. 47(3), pages 532-562, June.
  52. Wang, Jia & Tian, Guixian, 2023. "Driver or a Barrier to the Economy: Natural Resources a blessing or a curse for Developed Economies?," Resources Policy, Elsevier, vol. 87(PA).
  53. Uktam Umurzakov & Shakhnoza Tosheva & Raufhon Salahodjaev, 2023. "Tourism and Sustainable Economic Development: Evidence from Belt and Road Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 503-516, March.
  54. Chien-Chiang Lee & Mei-Ping Chen & Wenmin Wu & Wenwu Xing, 2021. "The impacts of ICTs on tourism development: International evidence based on a panel quantile approach," Information Technology & Tourism, Springer, vol. 23(4), pages 509-547, December.
  55. Si Mohammed, K. & Mellit, A., 2023. "The relationship between oil prices and the indices of renewable energy and technology companies based on QQR and GCQ techniques," Renewable Energy, Elsevier, vol. 209(C), pages 97-105.
  56. Hira Arain & Liyan Han & Arshian Sharif & Muhammad Saeed Meo, 2020. "Investigating the effect of inbound tourism on FDI: The importance of quantile estimations," Tourism Economics, , vol. 26(4), pages 682-703, June.
  57. Tina T He & Wilson XB Li, 2021. "Revisiting tourism’s additional impact on income," Tourism Economics, , vol. 27(1), pages 149-167, February.
  58. Ronald Ravinesh Kumar & Peter Josef Stauvermann, 2023. "Tourism and economic growth in the Pacific region: evidence from five small island economies," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 28(3), pages 894-921, July.
  59. Iqbal, Najaf & Fareed, Zeeshan & Wan, Guangcai & Shahzad, Farrukh, 2021. "Asymmetric nexus between COVID-19 outbreak in the world and cryptocurrency market," International Review of Financial Analysis, Elsevier, vol. 73(C).
  60. Jesús Iglesias & Manuel E Gegundez & Antonio A Golpe & José Carlos Vides, 2018. "How do foreign income shocks affect the magnitude of Spanish tourism?," Tourism Economics, , vol. 24(7), pages 839-871, November.
  61. Sha, Zhiping, 2022. "Total natural resources, oil prices, and sustainable economic performance: Evidence from global data," Resources Policy, Elsevier, vol. 79(C).
  62. Wanjun Xia & Buhari Doğan & Umer Shahzad & Festus Fatai Adedoyin & Abiodun Popoola & Muhammad Adnan Bashir, 2022. "An empirical investigation of tourism-led growth hypothesis in the European countries: evidence from augmented mean group estimator," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(2), pages 239-266, May.
  63. Nikeel Nishkar Kumar & Arvind Patel & Sean Kimpton & Antony Andrews, 2022. "Asymmetric reactions in the tourism‐led growth hypothesis," Australian Economic Papers, Wiley Blackwell, vol. 61(4), pages 661-677, December.
  64. Muhammad Athar Nadeem & Zhiying Liu & Yi Xu & Kishwar Nawaz & Muhammad Yousaf Malik & Amna Younis, 2020. "Impacts of terrorism, governance structure, military expenditures and infrastructures upon tourism: empirical evidence from an emerging economy," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 185-206, March.
  65. Jamil Shah & Zilakat Khan Malik & Umar Hayat, 2020. "The Dynamic Effects of Terrorism on Tourism: A Bound Testing Co-Integration Approach," IBT Journal of Business Studies (JBS), Ilma University, Faculty of Management Science, vol. 16(1), pages 16-14.
  66. Kong, Yan & Dong, Chuntong & Zhang, Yingyu, 2023. "Quantile on Quantile Analysis of Natural resources-growth and geopolitical risk trilemma," Resources Policy, Elsevier, vol. 85(PA).
  67. Biagio SIMONETTI & Ayhan KAPUSUZOGLU & Nildag Basak CEYLAN, 2019. "The Causality Among Tourism Related Factors And Gdp For Eu Members," Scientific Bulletin - Economic Sciences, University of Pitesti, vol. 18(2), pages 3-9.
  68. Chien-Chiang Lee & Mei-Ping Chen & Yi-Ting Peng, 2021. "Tourism development and happiness: International evidence," Tourism Economics, , vol. 27(5), pages 1101-1136, August.
  69. Liu, Anyu & Wu, Doris Chenguang, 2019. "Tourism productivity and economic growth," Annals of Tourism Research, Elsevier, vol. 76(C), pages 253-265.
  70. Waheed Ahmad & Tariq Majeed & Zubaria Andlib, 2020. "Tourism Led Growth Hypothesis: Empirical Evidence From Five South Asian Countries," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 9(1), pages 51-59, March.
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  73. Zhao, Qian & Su, Chi-Wei & Qin, Meng & Umar, Muhammad, 2023. "Is global renewable energy development a curse or blessing for economic growth? Evidence from China," Energy, Elsevier, vol. 285(C).
  74. Pablo Juan Cárdenas-García & Juan Gabriel Brida & Verónica Segarra, 2024. "A qualitative dynamic analysis of the relationship between tourism and human development," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
  75. Nduka, Eleanya K., 2018. "Modeling the Long-Run Relationship Between Exchange Rate-Tourism Pass-Through and Growth: The Case of Nigeria?," MPRA Paper 86584, University Library of Munich, Germany.
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  77. Dou, Jie & Chen, Dongjing & Zhang, Yuchen, 2025. "Towards energy transition: Accessing the significance of artificial intelligence in ESG performance," Energy Economics, Elsevier, vol. 146(C).
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  81. Adedoyin, Festus Fatai & Erum, Naila & Ozturk, Ilhan, 2022. "Does higher innovation intensity matter for abating the climate crisis in the presence of economic complexities? Evidence from a Global Panel Data," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
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  95. Taizeng Ren & Muhlis Can & Sudharshan Reddy Paramati & Jianchun Fang & Wanshan Wu, 2019. "The Impact of Tourism Quality on Economic Development and Environment: Evidence from Mediterranean Countries," Sustainability, MDPI, vol. 11(8), pages 1-17, April.
  96. Dinesh Jaisinghani & Muskan Kaur & Mahesh Joshi & Sharad Sharma & Abdullahi D Ahmed, 2024. "Impact of political risk and economic growth on the tourism industry: Evidence from a dynamic threshold panel model," Tourism Economics, , vol. 30(6), pages 1448-1464, September.
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  98. Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
  99. Olanipekun, Ifedolapo Olabisi & Ozkan, Oktay & Olasehinde-Williams, Godwin, 2023. "Is renewable energy use lowering resource-related uncertainties?," Energy, Elsevier, vol. 271(C).
  100. Hieu Vu Minh & Yen Hua Thi Bach, 2019. "Analysing economic contribution of tourism: insights from selected Southeast Asian countries," Management, Sciendo, vol. 23(2), pages 223-237, December.
  101. Zheng Guang‐Wen & Muntasir Murshed & Abu Bakkar Siddik & Md Shabbir Alam & Daniel Balsalobre‐Lorente & Haider Mahmood, 2023. "Achieving the objectives of the 2030 sustainable development goals agenda: Causalities between economic growth, environmental sustainability, financial development, and renewable energy consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 680-697, April.
  102. Tolulope Osinubi & Ajayi Adedoyin & Osinubi Olufemi & Folorunsho Ajide, 2023. "Does Tourism Affect Sustainable Development in MINT Countries?," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 15(1), pages 72-92, January.
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