Abstract
In the current study, we explored the asymmetric impact of structural changes and tourism activities on economic performance and carbon emissions in selected economies of the Asian region from 1995 to 2020. Our findings say that the long-run estimates of positive shock in tourism are positively significant in China and India. Conversely, the estimated coefficient of negative shock in tourism is positive and significant in India only. These results confer that a rise in tourism activities causes economic growth to rise in China and India, whereas a fall in tourism activities causes economic activities to fall in India only. Similarly, a long-run positive structural change improves the economic growth in Thailand, Malaysia, and India. However, surprisingly, a long-run negative structural change also enhances the economic development of Thailand and Japan. On the other side, a positive shock in the tourism industry causes CO2 emissions to fall in China, Japan, and Malaysia and rise in India. Likewise, a negative shock in tourist activities reduces in Japan and increases carbon emissions in Malaysia. Moreover, a positive structural change reduces CO2 emissions in China, Thailand, and Japan, while a negative structural change reduces CO2 emissions in China and India only.
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References
Adebayo TS, Kartal MT, Ullah S (2023b) Role of hydroelectricity and natural gas consumption on environmental sustainability in the United States: evidence from novel time-frequency approaches. J Environ Manage 328:116987
Adebayo TS, Ullah S, Kartal MT, Ali K, Pata UK, Ağa M (2023c) Endorsing sustainable development in BRICS: the role of technological innovation, renewable energy consumption, and natural resources in limiting carbon emission. Sci Total Environ 859:160181
Adebayo TS, Akadiri SS, Asuzu OC, Pennap NH, & Sadiq-Bamgbopa Y (2022) Impact of tourist arrivals on environmental quality: a way towards environmental sustainability targets.Current Issues in Tourism, 1–19
Adebayo TS, Ağa M, & Kartal MT (2023a) Analyzing the co-movement between CO2 emissions and disaggregated nonrenewable and renewable energy consumption in BRICS: evidence through the lens of wavelet coherence. Environmental Science and Pollution Research, 1–18
Ahmad W, Ullah S, Ozturk I, & Majeed MT (2020) Does inflation instability affect environmental pollution? Fresh evidence from Asian economies.Energy & Environment, 0958305X20971804
Al-Mulali U, Fereidouni HG, Mohammed AH (2015) The effect of tourism arrival on CO2 emissions from transportation sector. Anatolia 26(2):230–243
Ali R, Bakhsh K, Yasin MA (2019) Impact of urbanization on CO2 emissions in emerging economy: evidence from Pakistan. Sustain Cities Soc 48:101553
Andlib Z, Ijaz M, Ullah S (2021) Resident’s perceptions towards the economic, socio-cultural, and environmental impacts of tourism: a case study of Nathiagali, District Abbottabad, Pakistan. International Journal of Economic and Environmental Geology 12(1):86–89
Balaguer J, Cantavella-Jorda M (2002) Tourism as a long-run economic growth factor: the Spanish case. Appl Econ 34(7):877–884
Balli E, Sigeze C, Manga M, Birdir S, Birdir K (2019) The relationship between tourism, CO2 emissions and economic growth: a case of Mediterranean countries. Asia Pacific Journal of Tourism Research 24(3):219–232
Blecker RA (2009) External shocks, structural change, and economic growth in Mexico, 1979–2007. World Dev 37(7):1274–1284
Blunden J, Hartfield G, Arndt DS, Dunn R, Tye M, Blenkinsop S, & Jacobs S (2018) State of the climate in 2017. Bulletin of the American Meteorological Society99(8) Si-S310
Brida JG, Lanzilotta B, Pizzolon F (2016) Dynamic relationship between tourism and economic growth in MERCOSUR countries: a nonlinear approach based on asymmetric time series models. Economics Bulletin 36(2):879–894
Cárdenas-García PJ, Sánchez-Rivero M, Pulido-Fernández JI (2015) Does tourism growth influence economic development? J Travel Res 54(2):206–221
Castro-Nuño M, Molina-Toucedo JA, Pablo-Romero MP (2013) Tourism and GDP: a meta-analysis of panel data studies. J Travel Res 52(6):745–758
Chishti MZ, Ullah S, Ozturk I, Usman A (2020) Examining the asymmetric effects of globalization and tourism on pollution emissions in South Asia. Environ Sci Pollut Res 27:27721–27737
De Siano R, Canale RR (2022) Controversial effects of tourism on economic growth: a spatial analysis on Italian provincial data. Land Use Policy 117:106081
Dauda L, Long X, Mensah CN, Salman M (2019) The effects of economic growth and innovation on CO 2 emissions in different regions. Environ Sci Pollut Res 26:15028–15038
Demir H, Keskin S (2022) Hypothetical yet effective: computational identification of high-performing MOFs for CO2 capture. Comput Chem Eng 160:107705
Dong J, He J, Li X, Mou X, Dong Z (2020) The effect of industrial structure change on carbon dioxide emissions: a cross-country panel analysis. Journal of Systems Science and Information 8(1):1–16
Dritsakis N (2004) Tourism as a long-run economic growth factor: an empirical investigation for Greece using causality analysis. Tour Econ 10(3):305–316
Escobar JC, Lora ES, Venturini OJ, Yáñez EE, Castillo EF, Almazan O (2009) Biofuels: environment, technology and food security. Renew Sustain Energy Rev 13(6–7):1275–1287
Fan S, Zhang X, Robinson S (2003) Structural change and economic growth in China. Rev Dev Econ 7(3):360–377
Fayissa B, Nsiah C, Tadasse B (2008) Impact of tourism on economic growth and development in Africa. Tour Econ 14(4):807–818
Gössling S, Peeters P (2015) Assessing tourism’s global environmental impact 1900–2050. J Sustain Tour 23(5):639–659
Gössling S, Scott D, Hall CM (2015) Inter-market variability in CO2 emission-intensities in tourism: implications for destination marketing and carbon management. Tour Manage 46:203–212
Hall CM, Scott D, Gössling S (2013) The primacy of climate change for sustainable international tourism. Sustain Dev 21(2):112–121
Haller AP, Butnaru GI, Hârșan GDT, Ştefănică M (2021) The relationship between tourism and economic growth in the EU-28 Is there a tendency towards convergence? Economic Research-Ekonomska Istraživanja 34(1):1121–1145
Huang C, Wang JW, Wang CM, Cheng JH, & Dai J (2021) Does tourism industry agglomeration reduce carbon emissions?. Environmental Science and Pollution Research, 1–16
Ibrahim RL, Ajide KB, Usman M, Kousar R (2022) Heterogeneous effects of renewable energy and structural change on environmental pollution in Africa: do natural resources and environmental technologies reduce pressure on the environment? Renewable Energy 200:244–256
Irfan M, Ullah S, Razzaq A, Cai J, & Adebayo TS (2023) Unleashing the dynamic impact of tourism industry on energy consumption, economic output, and environmental quality in China: a way forward towards environmental sustainability. Journal of Cleaner Production, 135778
Jafri MAH, Liu H, Ullah S, Majeed MT, Anwar S, & Mustafa S (2022) Designing a clean environmental framework for Pakistan: analyzing the nonlinear impact of aggregate demand drivers on CO2 emissions. Environmental Science and Pollution Research, 1–12
Katircioğlu ST (2010) International tourism, higher education and economic growth: the case of North Cyprus. The World Economy 33(12):1955–1972
Lanza A, Pigliaru F (1999) Why are tourism countries small and fast-growing? CRENOS and ENI, January, 29. Social Science Research Network (SSRN)
Lin JY (2011) New structural economics: a framework for rethinking development. The World Bank Research Observer 26(2):193–221
Lin VS, Yang Y, Li G (2019) Where can tourism-led growth and economy-driven tourism growth occur? J Travel Res 58(5):760–773
Lin JY, & Monga C (2010) The growth report and new structural economics.World Bank Policy Research Working Paper, (5336)
Liu H, Song H (2018) New evidence of dynamic links between tourism and economic growth based on mixed-frequency granger causality tests. J Travel Res 57(7):899–907
Makhdum MSA, Usman M, Kousar R, Cifuentes-Faura J, Radulescu M, Balsalobre-Lorente D (2022) How do institutional quality, natural resources, renewable energy, and financial development reduce ecological footprint without hindering economic growth trajectory? Evidence from China Sustainability 14(21):13910
Mensah CN, Long X, Boamah KB, Bediako IA, Dauda L, Salman M (2018) The effect of innovation on CO 2 emissions of OCED countries from 1990 to 2014. Environ Sci Pollut Res 25:29678–29698
Mossler MV, Bostrom A, Kelly RP, Crosman KM, Moy P (2017) How does framing affect policy support for emissions mitigation? Testing the effects of ocean acidification and other carbon emissions frames. Glob Environ Chang 45:63–78
Ngai LR, Pissarides CA (2007) Structural change in a multisector model of growth. American Economic Review 97(1):429–443
Ozturk I (2016) The relationships among tourism development, energy demand, and growth factors in developed and developing countries. Int J Sust Dev World 23(2):122–131
Ozturk I, Acaravci A (2009) On the causality between tourism growth and economic growth: empirical evidence from Turkey. Transylvanian Review of Administrative Sciences 5(25):73–81
Ozturk I, Al-Mulali U, Saboori B (2016) Investigating the environmental Kuznets curve hypothesis: the role of tourism and ecological footprint. Environ Sci Pollut Res 23:1916–1928
Paramati SR, Alam MS, Chen CF (2016) The effects of tourism on economic growth and CO2 emissions: a comparison between developed and developing economies. J Travel Res 56(6):712–724
Payne JE, Mervar A (2010) Research note: the tourism–growth nexus in Croatia. Tour Econ 16(4):1089–1094
Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc 94(446):621–34
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16(3):289–326
Porter ME (1998) Clusters and the new economics of competition, vol 76, No 6. Harvard Business Review, Boston, pp 77–90
Scott D, Peeters P, Gössling S (2010) Can tourism deliver its “aspirational” greenhouse gas emission reduction targets? J Sustain Tour 18(3):393–408
Shakouri B, KhoshnevisYazdi S, Ghorchebigi E (2017) Does tourism development promote CO2 emissions? Anatolia 28(3):444–452
Shin Y, Yu B, & Greenwood-Nimmo M (2014) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In:Festschrift in honor of Peter Schmidt (pp. 281–314). Springer, New York, NY
Sinha A, Shah MI, Sengupta T, Jiao Z (2020) Analyzing technology-emissions association in top-10 polluted MENA countries: How to ascertain sustainable development by quantile modeling approach. J Environ Manag 267:110602
Smeral E (2003) A structural view of tourism growth. Tour Econ 9(1):77–93
Su Y, Liu X, Ji J, Ma X (2021) Role of economic structural change in the peaking of China’s CO2 emissions: an input–output optimization model. Sci Total Environ 761:143306
Tang CF, Abosedra S (2016) Does tourism expansion effectively spur economic growth in Morocco and Tunisia? Evidence from time series and panel data. Journal of Policy Research in Tourism, Leisure and Events 8(2):127–145
Tian X, Chang M, Shi F, Tanikawa H (2014) How does industrial structure change impact carbon dioxide emissions? A comparative analysis focusing on nine provincial regions in China. Environ Sci Policy 37:243–254
Tiwari AK, Ozturk I, Aruna M (2013) Tourism, energy consumption and climate change in OECD countries. Int. J. Energy Econ. Policy 3(3):247–261
Travel WTTC, Impact TE (2012) World travel and Tourism Council
Ullah S, Ozturk I, Majeed MT, Ahmad W (2021) Do technological innovations have symmetric or asymmetric effects on environmental quality? Evidence from Pakistan. J Clean Prod 316:128239
Usman M, Radulescu M (2022) Examining the role of nuclear and renewable energy in reducing carbon footprint: does the role of technological innovation really create some difference? Sci Total Environ 841:156662
Usman M, Jahanger A, Radulescu M, Balsalobre-Lorente D (2022) Do nuclear energy, renewable energy, and environmental-related technologies asymmetrically reduce ecological footprint? Evidence from Pakistan Energies 15(9):3448
Usman M, Balsalobre-Lorente D, Jahanger A, Ahmad P (2023) Are Mercosur economies going green or going away? An empirical investigation of the association between technological innovations, energy use, natural resources and GHG emissions. Gondwana Res 113:53–70
Villanthenkodath MA, Ansari MA, Shahbaz M, & Vo XV (2021) Do tourism development and structural change promote environmental quality? Evidence from India. Environment, Development and Sustainability, 1–32
Vu KM (2017) Structural change and economic growth: empirical evidence and policy insights from Asian economies. Struct Chang Econ Dyn 41:64–77
Wang L, Chen Z, Mahmood MT, Mehdi MNJ, Ullah S Nazam, M, & Hafeez M (2022) Do transportation taxes promote pro-environmental behaviour? An empirical investigation. Environmental Science and Pollution Research, 1–9
Wei L, Ullah S (2022) International tourism, digital infrastructure, and CO2 emissions: fresh evidence from panel quantile regression approach. Environ Sci Pollut Res 29(24):36273–36280
Wei X, Ren H, Ullah S, Bozkurt C (2023) Does environmental entrepreneurship play a role in sustainable green development? Evidence from emerging Asian economies. Economic Research-Ekonomska Istraživanja 36(1):73–85
Wu L, Adebayo TS, Yue XG, Umut A (2023) The role of renewable energy consumption and financial development in environmental sustainability: implications for the Nordic countries. Int J Sust Dev World 30(1):21–36
Xu T, Tian H, Zhu H, Cai J (2022) China actively promotes CO2 capture, utilization and storage research to achieve carbon peak and carbon neutrality. Adv Geo-Energy Res 6(1):1–3
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Muhammad Wasim Akram and Muhammad Hafeez proposed an idea and modeled it. Shuchun Yang, Muhammad Wasim Akram, and Muhammad Hafeez have analyzed the data and wrote the complete draft, while Shuchun Yang and Muhammad Wasim Akram revised and edited the spelling, grammar, and language of the manuscript. Muhammad Hafeez and Shuchun Yang read and approved the final version.
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Akram, M.W., Yang, S. & Hafeez, M. Observing the response of environmental and economic performances to tourism in light of structural changes. Air Qual Atmos Health 16, 1321–1332 (2023). https://doi.org/10.1007/s11869-023-01344-x
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DOI: https://doi.org/10.1007/s11869-023-01344-x