How Important is Environmentally Sustainable Tourism? Evidence in Indonesia from 1974-2018 Using NARDL Cointegration
Abstract
Tourism is one of the most important sectors of the Indonesian economy because it is one of the mainstay sectors in obtaining foreign exchange, which is expected to increase economic growth. However, along with its positive impact on economic growth, the expansion of the tourism industry is also a significant contribution to rising CO2 emissions and energy consumption. This study focuses on assessing the impact of the tourism sector as proxied by the number of international tourist visits on GDP per capita and the environment as seen from CO2 emissions and total energy consumption. This study uses data covering 44 years (1974 - 2018). The Nonlinear Autoregressive Distributed Lag (NARDL) method was used in this study. The results indicate that an increase in total foreign tourist arrivals has a positive impact on real GDP per capita and total energy consumption in the short term, whereas a decrease has a beneficial effect on reducing real GDP per capita, CO2 emissions, and total energy consumption. In the long term, an increase in total international tourist arrivals is known to have a positive effect on increasing real GDP per capita, CO2 emissions, and total energy consumption; then, the decrease has a positive effect on reducing real GDP per capita and CO2 emissions. The result of this study demonstrates that an increase in total international tourist arrivals has a positive effect on short- and long-term impact on real GDP per capita and total energy consumption. There are several policy implications as a consideration of the results of this study, such as the use of carbon-neutral transportation and hybrid energy as well as tax breaks or low-cost financing opportunities to purchase and install green technology.
Keywords
Full Text:
PDFReferences
Antonakakis, N., Dragouni, M., Eeckels, B., & Filis, G. (2016). Tourism and economic growth: Does democracy matter? Annals of Tourism Research, 61, 258–264. https://doi.org/10.1016/j.annals.2016.09.018
Azizurrohman, M., Hartarto, R. B., Lin, Y.-M., & Nahar, F. H. (2021). The Role of Foreign Tourists in Economic Growth: Evidence from Indonesia. Jurnal Ekonomi & Studi Pembangunan, 22(2), 313–322. https://doi.org/10.18196/jesp.v22i2.11591
Davidson, L., & Sahli, M. (2014). Foreign direct investment in tourism, poverty alleviation, and sustainable development: a review of the Gambian hotel sector. Journal of Sustainable Tourism, 23(2), 167–187. https://doi.org/10.1080/09669582.2014.957210
Dickey, D. A., & Fuller, W. A. (1979). Distribution of the Estimators for Autoregressive Time Series With a Unit Root. Journal of the American Statistical Association, 74(366), 427–431. https://doi.org/10.2307/2286348
Ditzen, J., Karavias, Y., & Westerlund, J. (2021). Testing and Estimating Structural Breaks in Time Series and Panel Data in Stata. Department of Economics, University of Birmingham.
Fousekis, P., Katrakilidis, C., & Trachanas, E. (2016). Vertical price transmission in the US beef sector: Evidence from the nonlinear ARDL model. Economic Modelling, 52, 499–506. https://doi.org/10.1016/j.econmod.2015.09.030
Gössling, S. (2013). National emissions from tourism: An overlooked policy challenge? Energy Policy, 59, 433–442. https://doi.org/10.1016/j.enpol.2013.03.058
Gössling, S., & Buckley, R. (2016). Carbon labels in tourism: persuasive communication? Journal of Cleaner Production, 111, 358–369. https://doi.org/10.1016/j.jclepro.2014.08.067
Gössling, S., & Peeters, P. (2015). Assessing tourism’s global environmental impact 1900–2050. Journal of Sustainable Tourism, 23(5), 639–659. https://doi.org/10.1080/09669582.2015.1008500
Gössling, S., Scott, D., & Hall, C. M. (2015). Inter-market variability in CO2 emission-intensities in tourism: Implications for destination marketing and carbon management. Tourism Management, 46, 203–212. https://doi.org/10.1016/j.tourman.2014.06.021
Gühnemann, A., Kurzweil, A., & Mailer, M. (2021). Tourism mobility and climate change - A review of the situation in Austria. Journal of Outdoor Recreation and Tourism, 34, 100382. https://doi.org/10.1016/j.jort.2021.100382
Hotel Energy Solutions. (2011). Analysis on Energy Use by European Hotels – Online Survey and Desk Research. https://doi.org/10.18111/9789284414970
Jamnongchob, A., Duangphakdee, O., & Hanpattanakit, P. (2017). CO 2 emission of tourist transportation in Suan Phueng Mountain, Thailand. Energy Procedia, 136, 438–443. https://doi.org/10.1016/j.egypro.2017.10.300
Kapera, I. (2018). Sustainable tourism development efforts by local governments in Poland. Sustainable Cities and Society, 40, 581–588. https://doi.org/10.1016/j.scs.2018.05.001
Katircioglu, S. T. (2014). International tourism, energy consumption, and environmental pollution: The case of Turkey. Renewable and Sustainable Energy Reviews, 36, 180–187. https://doi.org/10.1016/j.rser.2014.04.058
Katircioğlu, S. T. (2014). Testing the tourism-induced EKC hypothesis: The case of Singapore. Economic Modelling, 41, 383–391. https://doi.org/10.1016/j.econmod.2014.05.028
Khanal, A., Rahman, M. M., Khanam, R., & Velayutham, E. (2021). Are Tourism and Energy Consumption Linked? Evidence from Australia. Sustainability, 13(19), 10800. https://doi.org/10.3390/su131910800
Koçak, E., Ulucak, R., & Ulucak, Z. Ş. (2020). The impact of tourism developments on CO2 emissions: An advanced panel data estimation. Tourism Management Perspectives, 33, 100611. https://doi.org/10.1016/j.tmp.2019.100611
Kumar, N., Kumar, R. R., Kumar, R., & Stauvermann, P. J. (2019). Is the tourism–growth relationship asymmetric in the Cook Islands? Evidence from NARDL cointegration and causality tests. Tourism Economics, 26(4), 658–681. https://doi.org/10.1177/1354816619859712
Kumar, R. R., & Stauvermann, P. J. (2016). The linear and non-linear relationship between of tourism demand and output per worker: A study of Sri Lanka. Tourism Management Perspectives, 19, 109–120. https://doi.org/10.1016/j.tmp.2016.05.005
Kuo, K. C., Liu, M., & Lai, S. L. (2012). Effect of Tourism Development on Energy Consumption, CO2 and Economic Growth in China. Advanced Materials Research, 524–527, 3380–3383. https://doi.org/10.4028/www.scientific.net/amr.524-527.3380
Lawal, A. I., Asaleye, A. J., Iseolorunkanmi, J., & Popoola, O. R. (2018). Economic Growth, Agricultural Output and Tourism Development in Nigeria: An Application of the ARDL Bound Testing Approach. Journal of Environmental Management and Tourism, 9(4), 786-794. https://doi.org/10.14505//jemt.v9.4(28).12
Lee, J. W., & Syah, A. M. (2018). Economic and Environmental Impacts of Mass Tourism on Regional Tourism Destinations in Indonesia. The Journal of Asian Finance, Economics and Business, 5(3), 31–41. https://doi.org/10.13106/jafeb.2018.vol5.no3.31
Lee, T. H., & Jan, F.-H. (2019). Can community-based tourism contribute to sustainable development? Evidence from residents’ perceptions of the sustainability. Tourism Management, 70, 368–380. https://doi.org/10.1016/j.tourman.2018.09.003
Liang, C. C., Troy, C., & Rouyer, E. (2020). U.S. uncertainty and Asian stock prices: Evidence from the asymmetric NARDL model. The North American Journal of Economics and Finance, 51, 101046. https://doi.org/10.1016/j.najef.2019.101046
Ministry of Energy and Mineral Resources. (2020). Energy Sector GHG Emissions Inventory.
Ministry of Tourism. (2019). Ministry of Tourism Perfomance Report 2019.
Ministry of Tourism. (2020). Ministry of Tourism Perfomance Report 2020.
Nepal, R., Indra al Irsyad, M., & Nepal, S. K. (2019). Tourist arrivals, energy consumption and pollutant emissions in a developing economy–implications for sustainable tourism. Tourism Management, 72, 145–154. https://doi.org/10.1016/j.tourman.2018.08.025
Nusair, S. A. (2016). The effects of oil price shocks on the economies of the Gulf Co-operation Council countries: Nonlinear analysis. Energy Policy, 91, 256–267. https://doi.org/10.1016/j.enpol.2016.01.013
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616
Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. https://doi.org/10.1093/biomet/75.2.335
Pigliaru, F., & Lanza, A. (2000). Tourism and economic growth: does country’s size matter?. Rivista Internazionale di Scienze Economiche e Commerciali, 47(2000), 77-85. Retrieved from https://iris.unica.it/handle/11584/1227
Ridderstaat, J., Croes, R., & Nijkamp, P. (2013). Tourism and Long-run Economic Growth in Aruba. International Journal of Tourism Research, 16(5), 472–487. https://doi.org/10.1002/jtr.1941
Ritchie, J. R. B., & Crouch, G. I. (2003). The competitive destination : a sustainable tourism perspective. CABI Pub.
Saptutyningsih, E., & Duanta, A. (2021). Tourists’ Preferences for Sustainable Tourism: The Case of Pok Tunggal Beach, Yogyakarta Indonesia. Jurnal Ekonomi & Studi Pembangunan, 22(1), 128–143. https://doi.org/10.18196/jesp.v22i1.10130
Shahzad, S. J. H., Nor, S. M., Ferrer, R., & Hammoudeh, S. (2017). Asymmetric determinants of CDS spreads: U.S. industry-level evidence through the NARDL approach. Economic Modelling, 60, 211–230. https://doi.org/10.1016/j.econmod.2016.09.003
Shahzad, S. J. H., Shahbaz, M., Ferrer, R., & Kumar, R. R. (2017). Tourism-led growth hypothesis in the top ten tourist destinations: New evidence using the quantile-on-quantile approach. Tourism Management, 60, 223–232. https://doi.org/10.1016/j.tourman.2016.12.006
Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. Festschrift in Honor of Peter Schmidt, 281–314. https://doi.org/10.1007/978-1-4899-8008-3_9
Smitt, S., Tolstorebrov, I., Gullo, P., Pardiñas, A., & Hafner, A. (2021). Energy use and retrofitting potential of heat pumps in cold climate hotels. Journal of Cleaner Production, 298, 126799. https://doi.org/10.1016/j.jclepro.2021.126799
Statistics Indonesia. (2019). Hotel and Other Accomodations Statistics in Indonesia. Retrieved from https://www.bps.go.id/publication/2020/07/03/4206448bd185bf883b73d414/statistik-hotel-dan-akomodasi-lainnya-di-indonesia-2019.html
Sujai, M. (2016). Strategi Pemerintah Indonesia Dalam Menarik Kunjungan Turis Mancanegara. Kajian Ekonomi dan Keuangan, 20(1), 61–76. https://doi.org/10.31685/kek.v20i1.181
Tang, C. F., & Tan, E. C. (2017). Tourism-Led Growth Hypothesis: A New Global Evidence. Cornell Hospitality Quarterly, 59(3), 304–311. https://doi.org/10.1177/1938965517735743
UNWTO and International Transport Forum. (2019). Transport-related CO2 Emissions of the Tourism Sector – Modelling Results, UNWTO. https://doi.org/10.18111/9789284416660
UNWTO, UNEP, & WMO. (2008). Climate Change and Tourism – Responding to Global Challenges. https://doi.org/10.18111/9789284412341
UNWTO. (2013). Sustainable Tourism for Development Guidebook - Enhancing capacities for Sustainable Tourism for development in developing countries. Retrieved from https://www.e-unwto.org/doi/book/10.18111/9789284415496
USAID. (2015). Practical Guide to Energy Saving in Hotels.
Wu, P.-C., Liu, S.-Y., Hsiao, J.-M., & Huang, T.-Y. (2016). Nonlinear and time-varying growth-tourism causality. Annals of Tourism Research, 59, 45–59. https://doi.org/10.1016/j.annals.2016.04.005
Zaman, K., Shahbaz, M., Loganathan, N., & Raza, S. A. (2016). Tourism development, energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries. Tourism Management, 54, 275–283. https://doi.org/10.1016/j.tourman.2015.12.001
Zhang, L., & Zhang, J. (2020). A systematic review on tourism energy consumption, sustainable tourism, and destination development: a behavioral perspective. Transport and Energy Research, 295–313. https://doi.org/10.1016/b978-0-12-815965-1.00013-2
Zhang, Y., Khan, S. A. R., Kumar, A., Golpîra, H., & Sharif, A. (2019). Is tourism really affected by logistical operations and environmental degradation? An empirical study from the perspective of Thailand. Journal of Cleaner Production, 227, 158–166. https://doi.org/10.1016/j.jclepro.2019.04.164
DOI: https://doi.org/10.18196/jesp.v23i2.15238
Refbacks
- There are currently no refbacks.
Copyright (c) 2022 Nadya Setiawati, Eksa Pamungkas
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Office:
Redaksi JESP UMY, Gedung E2 Lantai 2, Fakultas Ekonomi dan Bisnis, Universitas Muhammadiyah Yogyakarta
Jalan Brawijaya, Tamantirto, Kasihan, Bantul, Daerah Istimewa Yogyakarta 55183
Telp: (0274) 387656 ext.184
Fax: (0274) 387646
Email: jesp@umy.ac.id
Jurnal Ekonomi & Studi Pembangunan (JESP) is licensed under Creative Commons Attribution-ShareAlike 4.0 International.