Revisiting the Tourism- Growth Nexus in Asia: Evidence from Panel FMOLS and DOLS
Authors
Dr. Tulika Mattack
Associate Professor, D.H.S.K. Commerce College, Dibrugarh, Assam (IN)
Article Information
DOI: 10.51583/IJLTEMAS.2026.150100085
Subject Category: Tourism
Volume/Issue: 15/1 | Page No: 1046-1060
Publication Timeline
Submitted: 2026-02-13
Published: 2026-02-13
Abstract
Tourism has emerged as an important driver of economic activity in Asia, yet its growth implications remain closely intertwined with energy use and environmental sustainability. This study examines the long-run and short-run relationships among tourism receipts, economic growth, energy consumption and carbon emissions across 19 Asian economies over the period 2000-2023. Using panel data framework, the analysis employs Fully Modified Ordinary Least Squares (FMOLS), Dynamic Ordinary Least Squares (DOLS) and Granger Causality techniques to capture both equilibrium dynamics and short-term interactions. The results provide robust evidence in support of Tourism-Led Growth Hypothesis indicating that tourism development and energy consumption exert significant positive effects on income growth in the long run. In contrast, short-run causal relationships between tourism and growth are weak, suggesting that tourism’s macroeconomic benefits materialize gradually. Structural break analysis further reveals that the COVID-19 pandemic did not fundamentally alter the long-run tourism-growth relationship, highlighting the sector’s resilience despite severe sort-term disruptions. The findings emphasize the importance of sustainable tourism and energy policies in promoting long-term, inclusive economic growth.
Keywords
Asia, FMOLS, panel data, economic growth, sustainable tourism
Downloads
References
1. Ağazade, S., & Karasakaloğlu, B. (2023). Foreign direct investments and tourism: a cross-sectional analysis. Tourism Planning & Development, 20(5), 790-804. [Google Scholar] [Crossref]
2. Alola, A. A. (2019). The trilemma of trade, monetary and immigration policies in the United States: accounting for environmental sustainability. Science of The Total Environment, 658, 260-267. [Google Scholar] [Crossref]
3. Antwi, J. (2022). Foreign Direct Investment, Tourism Development, and Economic Growth: Evidence from Sub-Saharan Africa. In Tourism and Foreign Direct Investment (pp. 145-158). Routledge. [Google Scholar] [Crossref]
4. Balaguer, J., & Cantavella-Jorda, M. (2002). Tourism as a long-run economic growth factor: the Spanish case. Applied economics, 34(7), 877-884. [Google Scholar] [Crossref]
5. Bertsatos, G., Tsounis, N., & Tsitouras, A. (2025). Tourism Product Life-Cycle, Growth, and Environmental Sustainability. Sustainability, 17(4), 1440. [Google Scholar] [Crossref]
6. Brida, J. G., & Pulina, M. (2010). A literature review on the tourism-led-growth hypothesis. Annals of Tourism Research, 37(3), 610–638. [Google Scholar] [Crossref]
7. Çetintaş, H., & Bektaş, Ç. (2008). Türkiye'de turizm ve ekonomik büyüme arasındaki kısa ve uzun dönemli ilişkiler. Anatolia: Turizm Araştırmaları Dergisi, 19(1), 37-44. [Google Scholar] [Crossref]
8. Cevik, S. (2023). Dirty dance: tourism and environment. International Review of Applied Economics, 37(1), 168-185. [Google Scholar] [Crossref]
9. Chen, Y. (2017). China’s tourism-led foreign direct investment inflows: an empirical study. Modern Economy, 8(1), 39-50. [Google Scholar] [Crossref]
10. Deb, S. K., Das, M. K., Voumik, L. C., Nafi, S. M., Rashid, M., & Esquivias, M. A. (2023). THE ENVIRONMENTAL EFFECTS OF TOURISM: ANALYZING THE IMPACT OF TOURISM, GLOBAL TRADE, CONSUMPTION EXPENDITURE, ELECTRICITY, AND POPULATION ON ENVIRONMENT IN LEADING GLOBAL TOURIST DESTINATIONS. GeoJournal of Tourism & Geosites, 51. [Google Scholar] [Crossref]
11. Ertugrul, H. M., & Mangir, F. (2015). The tourism-led growth hypothesis: empirical evidence from Turkey. Current Issues in Tourism, 18(7), 633-646. [Google Scholar] [Crossref]
12. Fauzel, S., Seetanah, B., & Sannassee, R. V. (2017). Analysing the impact of tourism foreign direct investment on economic growth: Evidence from a small island developing state. Tourism Economics, 23(5), 1042-1055. [Google Scholar] [Crossref]
13. Gössling, S., Scott, D., & Hall, C. M. (2020). Pandemics, tourism and global change: a rapid assessment of COVID-19. Journal of sustainable tourism, 29(1), 1-20. [Google Scholar] [Crossref]
14. Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The quarterly journal of economics, 110(2), 353-377. [Google Scholar] [Crossref]
15. Haseeb, M., Hassan, S., Azam, M., & Suryanto, T. (2018). The dynamics of governance, tourism and environmental degradation: the world evidence. International Journal of Global Environmental Issues, 17(4), 340-363. [Google Scholar] [Crossref]
16. Hewedi, M. M., & ElMasry, R. B. (2019). Tourism and the environment. In The Routledge Handbook of Tourism Impacts (pp. 298-311). Routledge. [Google Scholar] [Crossref]
17. Ioannides, D., & Gyimóthy, S. (2020). The COVID-19 crisis as an opportunity for escaping the unsustainable global tourism path. Tourism geographies, 22(3), 624-632. [Google Scholar] [Crossref]
18. Jayasinghe, M., & Selvanathan, E. A. (2021). Energy consumption, tourism, economic growth and CO2 emissions nexus in India. Journal of the Asia Pacific Economy, 26(2), 361-380. [Google Scholar] [Crossref]
19. Jeon, C. Y., & Yang, H. W. (2021). The structural changes of a local tourism network: Comparison of before and after COVID-19. Current Issues in Tourism, 24(23), 3324-3338. [Google Scholar] [Crossref]
20. Jiranyakul, K. (2019). The validity of the tourism-led growth hypothesis for Thailand. [Google Scholar] [Crossref]
21. Katircioglu, S. (2009). Testing the tourism-led growth hypothesis: The case of Malta. Acta Oeconomica, 59(3), 331-343. [Google Scholar] [Crossref]
22. Katircioğlu, S. (2010). Research note: Testing the tourism-led growth hypothesis for Singapore–an empirical investigation from bounds test to cointegration and Granger causality tests. Tourism Economics, 16(4), 1095-1101. [Google Scholar] [Crossref]
23. Katircioglu, S. T. (2009). Revisiting the tourism-led-growth hypothesis for Turkey using the bounds test and Johansen approach for cointegration. Tourism management, 30(1), 17-20. [Google Scholar] [Crossref]
24. Khan, I., & Hou, F. (2021). The dynamic links among energy consumption, tourism growth, and the ecological footprint: the role of environmental quality in 38 IEA countries. Environmental Science and Pollution Research, 28(5), 5049-5062. [Google Scholar] [Crossref]
25. Khanal, A., Rahman, M. M., Khanam, R., & Velayutham, E. (2021). Are tourism and energy consumption linked? Evidence from Australia. Sustainability, 13(19), 10800. [Google Scholar] [Crossref]
26. Lee, C. C., & Chang, C. P. (2008). Tourism development and economic growth: A closer look at panels. Tourism management, 29(1), 180-192. [Google Scholar] [Crossref]
27. León, C. J., Arana, J. E., & Hernández Alemán, A. (2014). CO2 emissions and tourism in developed and less developed countries. Applied Economics Letters, 21(16), 1169-1173. [Google Scholar] [Crossref]
28. Mishra, P. K., Rout, H. B., & Kestwal, A. K. (2020). Tourism, foreign direct investment and economic growth in India. African Journal of Hospitality, Tourism and Leisure, 9(1), 1-7. [Google Scholar] [Crossref]
29. Mooney, H., & Zegarra, M. A. (2020). Extreme outlier: The pandemic’s unprecedented shock to tourism in Latin America and the Caribbean. [Google Scholar] [Crossref]
30. Ohajionu, U. C., Gyamfi, B. A., Haseki, M. I., & Bekun, F. V. (2022). Assessing the linkage between energy consumption, financial development, tourism and environment: evidence from method of moments quantile regression. Environmental Science and Pollution Research, 29(20), 30004-30018. [Google Scholar] [Crossref]
31. Paramati, S. R., Alam, M. S., & Chen, C. F. (2017). The effects of tourism on economic growth and CO2 emissions: a comparison between developed and developing economies. Journal of Travel Research, 56(6), 712-724. [Google Scholar] [Crossref]
32. Phillips, P. C., & Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I (1) processes. The review of economic studies, 57(1), 99-125. [Google Scholar] [Crossref]
33. Rasit, N. B., & ARALAS, S. (2019). Tourism and foreign direct investment: an analysis for Asean countries. MALAYSIAN JOURNAL OF BUSINESS AND ECONOMICS (MJBE) Учредители: Universiti Malaysia Sabah (UMS), 6(2), 283. [Google Scholar] [Crossref]
34. Rasool, H., Ul-Haq, J., & Cheema, A. R. (2023). Are tourism and energy consumption linked? Evidence from tourism dependent countries. Energy Economics Letters, 10(2), 122-132. [Google Scholar] [Crossref]
35. Ridderstaat, J., Croes, R., & Nijkamp, P. (2013). Modelling tourism development and long-run economic growth in Aruba (No. 13-145/VIII). Tinbergen Institute Discussion Paper. [Google Scholar] [Crossref]
36. Sari Hassoun, S. E., Adda, K. S., & Sebbane, A. H. (2021). Examining the connection among national tourism expenditure and economic growth in Algeria. Future Business Journal, 7(1), 14. [Google Scholar] [Crossref]
37. Sarkhanov, T., & Baghirov, A. (2024). Impact of tourism revenues and inflation on economic growth: An empirical study on GUAM countries. Multidisciplinary Reviews, 7(3), 2024047-2024047 [Google Scholar] [Crossref]
38. Sequeira, T. N., & Maçãs Nunes, P. (2008). Does tourism influence economic growth? A dynamic panel data approach. Applied economics, 40(18), 2431-2441. [Google Scholar] [Crossref]
39. Shahbaz, M., Van Hoang, T. H., Mahalik, M. K., & Roubaud, D. (2017). Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis. Energy economics, 63, 199-212. [Google Scholar] [Crossref]
40. Shahgerdi, A., Rezapouraghdam, H., Ghaedi, A., & Safshekan, S. (2016). The tourism-environment Nexus; challenges and opportunities. Journal of Sustainable Development Studies, 9(1). [Google Scholar] [Crossref]
41. Škare, M., Soriano, D. R., & Porada-Rochoń, M. (2021). Impact of COVID-19 on the travel and tourism industry. Technological forecasting and social change, 163, 120469. [Google Scholar] [Crossref]
42. Stock, J. H., & Watson, M. W. (1993). A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica: journal of the Econometric Society, 783-820. [Google Scholar] [Crossref]
43. Tang, C. F. (2022). Tourism-led growth. In A. Menegaki (Ed.), Elgar encyclopedia of energy economics (pp. 494–497). Edward Elgar Publishing. [Google Scholar] [Crossref]
44. Tang, C. F., & Tan, E. C. (2018). Tourism-led growth hypothesis: A new global evidence. Cornell Hospitality Quarterly, 59(3), 304-311. [Google Scholar] [Crossref]
45. Tang, C. F., Tiwari, A. K., & Shahbaz, M. (2016). Dynamic inter-relationships among tourism, economic growth and energy consumption in India. Geosystem engineering, 19(4), 158-169. [Google Scholar] [Crossref]
46. Wijesekara, C., Tittagalla, C., Jayathilaka, A., Ilukpotha, U., Jayathilaka, R., & Jayasinghe, P. (2022). Tourism and economic growth: A global study on Granger causality and wavelet coherence. Plos one, 17(9), e0274386. [Google Scholar] [Crossref]
47. Xia, W., Doğan, B., Shahzad, U., Adedoyin, F. F., Popoola, A., & Bashir, M. A. (2022). An empirical investigation of tourism-led growth hypothesis in the european countries: evidence from augmented mean group estimator. Portuguese Economic Journal, 21(2), 239-266. [Google Scholar] [Crossref]
48. Yang, Y., Altschuler, B., Liang, Z., & Li, X. R. (2021). Monitoring the global COVID-19 impact on tourism: The COVID19tourism index. Annals of Tourism Research, 90, 103120. [Google Scholar] [Crossref]
49. Zhai, T., Tam, P. S., Jiang, Z., Yang, C., & Wang, L. (2025). Sustainable tourism-driven growth in Macao: a comprehensive analysis of short-run and long-run relationships. Urban, Planning and Transport Research, 13(1), 2439495. [Google Scholar] [Crossref]
50. Zumba, Y. I., Adeshola, F. G., Chiagoziem, O. S., & Abe, M. (2019). Modelling tourism and economic growth nexus in Africa: a symmetric panel ARDL approach. Sci Res J. [Google Scholar] [Crossref]
Metrics
Views & Downloads
Similar Articles
- Predictive Health Monitoring Systems for Electric Vehicle Powertrains Using Edge AI and CAN Bus Data
- Internship Portals: A Systematic Review of Current Platforms and Future Directions
- Towards Better Urban Mobility: A Comprehensive Assessment of Pedestrian Infrastructure in Naval, Biliran Province, Philippines
- An Affordable and Sustainable Efficient Color Sorting System Using Arduino and TCS3200 Sensor
- Financial Stress and Mobility Patterns: Implication for Transportation Policy Among Jeepney Passengers