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The Relationship Between Tourism Development with Primary Forest in Indonesia

*Aldo Gadra Paulus Simatupang  -  Department of Economics, Faculty of Economics and Business, Universitas Indonesia , Indonesia
Widyono Soetjipto  -  Department of Economics, Faculty of Economics and Business, Universitas Indonesia , Indonesia
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Abstract
To further develop Indonesian tourism, the Indonesian government designed a program to develop 10 new Indonesian "Bali" destinations.  The majority of these new 'Bali' destinations are located outside Java Island that contain primary forests with high endemic species. Since 2004, Indonesia’s government have released several policies to further develop tourism destination outside of Bali such as Rencana Induk Pembangunan Kepariwisataan Nasional (RIPPARNAS) dan Destination Management Organization (DMO). The relationship between tourism development and forest cover is a subject of active discussion, and there is little empirical research on the topic. This study aims to examine the correlation of tourism development (hotel beds) with primary forest cover. The data used in the study are Global Forest Watch’s forest cover image data, Global Administration Data System’s land cover data, and Indonesia Central Agency of Statistics socio-economic publication data from 32 Indonesian provinces in 2011-2016. Through the use of a clustered fixed effects regression model, this study found that tourism has no significant relationship with primary forest area in Indonesia.

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Keywords: Clustered fixed effect; Deforestation; Forest transition; Indonesia; Primary Forest; Tourism.

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  1. Adila, D., Nuryartono, N., & Oak, M. (2021). The Environmental Kuznets Curve for Deforestation in Indonesia. Economics and Finance in Indonesia, 67(2), 195–211
  2. Aisbett, E., Doupé, P., & Tacconi, L. (2017). Dynamic adjustment and the specification of empirical economic models of deforestation. Environment and Development Economics, 22(4), 470–489. https://doi.org/10.1017/S1355770X17000158
  3. Ajanaku, B. A., & Collins, A. R. (2021). Economic growth and deforestation in African countries: Is the environmental Kuznets curve hypothesis applicable? Forest Policy and Economics, 129(May), 102488. https://doi.org/10.1016/j.forpol.2021.102488
  4. Alesina, A., Baqir, R., & Easterly, W. (2014). Public Goods and Ethnic Diversity. Quarterly Journal of Economics, 114(4), 1243–1284
  5. Assa, B. S. K. (2021). The deforestation-income relationship: Evidence of deforestation convergence across developing countries. Environment and Development Economics, 26(2), 131–150. https://doi.org/10.1017/S1355770X2000039X
  6. Badan Pusat Statistik. (2024, 5 May). Jumlah Akomodasi, Kamar, dan Tempat Tidur yang Tersedia pada Hotel Bintang, 2011-2017. Badan Pusat Statistik. https://www.bps.go.id/id/statistics-table/2/MzA3IzI=/jumlah-akomodasi--kamar--dan-tempat-tidur-yang-tersedia-pada-hotel-bintang.html
  7. Barbier, E. B., & Burgess, J. C. (2022). The economics of tropical deforestation. Journal of Economic Surveys, 15(3), 413–433. https://doi.org/10.1111/1467-6419.00144
  8. Barbier, Edward B., Delacote, P., & Wolfersberger, J. (2017). The economic analysis of the forest transition: A review. Journal of Forest Economics, 27, 10–17. https://doi.org/10.1016/j.jfe.2017.02.003
  9. Bojanic, D. C., & Warnick, R. B. (2020). The Relationship between a Country’s Level of Tourism and Environmental Performance. Journal of Travel Research, 59(2), 220–230. https://doi.org/10.1177/0047287519827394
  10. Borrego-Domínguez, S., Isla-Castillo, F., & Rodríguez-Fernández, M. (2022). Determinants of Tourism Demand in Spain: A European Perspective from 2000–2020. Economies, 10(11), 1–21. https://doi.org/10.3390/economies10110276
  11. Caravaggio, N. (2020). Economic growth and the forest development path: A theoretical re-assessment of the environmental Kuznets curve for deforestation. Forest Policy and Economics, 118(March), 102259. https://doi.org/10.1016/j.forpol.2020.102259
  12. Cisneros, E., Kis-Katos, K., & Nuryartono, N. (2021). Palm oil and the politics of deforestation in Indonesia. In Journal of Environmental Economics and Management (Vol. 108). https://doi.org/10.1016/j.jeem.2021.102453
  13. Darmawan, R., Klasen, S., & Nuryartono, N. (2016). Migration and Deforestation in Indonesia. 2016(19)
  14. Dwiyahreni, A. A., Fuad, H. A. H., Sunaryo, Soesilo, T. E. B., Margules, C., & Supriatna, J. (2021). Forest cover changes in indonesia’s terrestrial national parks between 2012 and 2017. Biodiversitas, 22(3), 1235–1242. https://doi.org/10.13057/biodiv/d220320
  15. Ferrer Velasco, R., Köthke, M., Lippe, M., & Günter, S. (2020). Scale and context dependency of deforestation drivers: Insights from spatial econometrics in the tropics. In PLoS ONE (Vol. 15). https://doi.org/10.1371/journal.pone.0226830
  16. Fischer, R., Tamayo Cordero, F., Ojeda Luna, T., Ferrer Velasco, R., DeDecker, M., Torres, B., … Günter, S. (2021). Interplay of governance elements and their effects on deforestation in tropical landscapes: Quantitative insights from Ecuador. World Development, 148, 105665. https://doi.org/10.1016/j.worlddev.2021.105665
  17. Garg, T. (2019). Ecosystems and human health: The local benefits of forest cover in Indonesia. Journal of Environmental Economics and Management, 98, 102271. https://doi.org/10.1016/j.jeem.2019.102271
  18. Gaveau, D. L. A., Locatelli, B., Salim, M. A., Husnayaen, Manurung, T., Descals, A., … Sheil, D. (2022). Slowing deforestation in Indonesia follows declining oil palm expansion and lower oil prices. PLoS ONE, 17(3 March), 1–19. https://doi.org/10.1371/journal.pone.0266178
  19. Gaveau, D. L. A., Locatelli, B., Salim, M. A., Yaen, H., Pacheco, P., & Sheil, D. (2019). Rise and fall of forest loss and industrial plantations in borneo (2000–2017). Conservation Letters, 12(3), 1–8. https://doi.org/10.1111/conl.12622
  20. Gazoni, J. L., & Brasileiro, I. L. G. (2018). Tourism as an instrument of forest protection in the Amazon: a multivariate analysis. Revista Brasileira de Pesquisa Em Turismo, 12(3), 23–46
  21. Gazoni, J. L., & Brasileiro, I. L. G. (2022). Public visitation and deforestation in protected areas of the Brazilian Amazon: an application of the Linear Probability Model. Journal of Ecotourism, 21(2), 166–183. https://doi.org/10.1080/14724049.2021.1928145
  22. Guye, V., & Kraus, S. (2022). Price Incentives and Unmonitored Deforestation: Evidence from Indonesian Palm Oil Mills. SSRN Electronic Journal, 1–58. https://doi.org/10.2139/ssrn.4120270
  23. Hailu, A. T., Angelsen, A., & Wijaya, A. (2018). Driver of Deforestation in Indonesia: a spatial panel data analysis. Incentivized Forest Conservation: Spatial Econometric and Experimental Evidence, pp. 33–57
  24. Hansen, M. C., Potapov, P. V., Moore, R., Hancher, M., Turubanova, S. A., Tyukavina, A., & Twonshend, J. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, 850(November), 850–854. https://doi.org/10.1126/science.1244693
  25. Heilmayr, R., Heilmayr, R., Carlson, K. M., Carlson, K. M., & Benedict, J. J. (2020). Deforestation spillovers from oil palm sustainability certification. Environmental Research Letters, 15(7). https://doi.org/10.1088/1748-9326/ab7f0c
  26. Hellwig, N., Walz, A., & Markovic, D. (2019). Climatic and socioeconomic effects on land cover changes across Europe: Does protected area designation matter? PLoS ONE, 14(7), 1–20. https://doi.org/10.1371/journal.pone.0219374
  27. Hidayat, H. (2016). Forest resources management in Indonesia (1968-2004): A political ecology approach. In Forest Resources Management in Indonesia (1968-2004): A Political Ecology Approach. https://doi.org/10.1007/978-981-287-745-1
  28. Hidayat, T. A. (2019). Spatial Analysis of Causes of Deforestation in Indonesia. Wageningen University and Research Centre
  29. Hidayati, F., Vidyattama, Y., & Gordon, C. (2017). Local Government Forestry Expenditure and Forest Land Cover: A Preliminary Lesson from Decentralized Indonesia. Economics and Finance in Indonesia, 62(3), 127. https://doi.org/10.7454/efi.v62i3.552
  30. Hooke, R. L. B., Martín-Duque, J. F., & Pedraza, J. (2012). Land transformation by humans: A review. GSA Today, 22(12), 4–10. https://doi.org/10.1130/GSAT151A.1
  31. Imai, N., Furukawa, T., Tsujino, R., Kitamura, S., & Yumoto, T. (2018). Factors affecting forest area change in southeast Asia during 1980-2010. PLoS ONE, 13(5), 1–14. https://doi.org/10.1371/journal.pone.0197391
  32. Inchausti-Sintes, F. (2023). Modelling the economics of sustainable tourism. Journal of Sustainable Tourism, 31(9), 2136–2149. https://doi.org/10.1080/09669582.2021.2002344
  33. Indrajaya, Y., Yuwati, T. W., Lestari, S., Winarno, B., Narendra, B. H., Nugroho, H. Y. S. H., … Mendham, D. (2022). Tropical Forest Landscape Restoration in Indonesia: A Review. In Land (Vol. 11). https://doi.org/10.3390/land11030328
  34. Jackson, J. E. (2020). Corrected Standard Errors with Clustered Data. Political Analysis, 28(3), 318–339. https://doi.org/10.1017/pan.2019.38
  35. Judisseno, R. K. (2015). Destination Strategies in Tourist Development in Indonesia , 1945 – 2014: Problems of Bali Centredness. Victoria University
  36. Kim, N., Song, H., & Pyun, J. H. (2016). The relationship among tourism, poverty, and economic development in developing countries: A panel data regression analysis. Tourism Economics, 22(6), 1174–1190. https://doi.org/10.1177/1354816616669038
  37. Kocak, E., & Cavusoglu, M. (2024). Is there a conservation relationship between tourism, economic output, and forest areas? Conservation Science and Practice, 6(8), 1–9. https://doi.org/10.1111/csp2.13171
  38. Koens, K., Postma, A., & Papp, B. (2018). Is overtourism overused? Understanding the impact of tourism in a city context. Sustainability (Switzerland), 10(12), 1–15. https://doi.org/10.3390/su10124384
  39. Koizumi, Y. (2022). The Expansion of Oil Palm Smallholders and Migrants’ Upward Social Mobility in a Frontier Area of Riau Province, Indonesia (English Translation). Geographical Review of Japan Series B, 95(1), 37–53. https://doi.org/10.4157/geogrevjapanb.95.37
  40. Kongbuamai, N., Bui, Q., Yousaf, H. M. A. U., & Liu, Y. (2020). The impact of tourism and natural resources on the ecological footprint: a case study of ASEAN countries. Environmental Science and Pollution Research, 27(16), 19251–19264. https://doi.org/10.1007/s11356-020-08582-x
  41. Köthke, M., Leischner, B., & Elsasser, P. (2013). Uniform global deforestation patterns - An empirical analysis. Forest Policy and Economics, 28, 23–37. https://doi.org/10.1016/j.forpol.2013.01.001
  42. Kubitza, C., Krishna, V. V., Urban, K., Alamsyah, Z., & Qaim, M. (2018). Land Property Rights, Agricultural Intensification, and Deforestation in Indonesia. Ecological Economics, 147(June 2017), 312–321. https://doi.org/10.1016/j.ecolecon.2018.01.021
  43. Kurniawan, W. (2021). Does the growth of roads contribute to deforestation in Indonesia? Region : Jurnal Pembangunan Wilayah Dan Perencanaan Partisipatif, 16(1), 12. https://doi.org/10.20961/region.v16i1.34124
  44. Kyara, V. C., Rahman, M. M., & Khanam, R. (2022). Investigating the environmental externalities of tourism development: evidence from Tanzania. Heliyon, 8(6). https://doi.org/10.1016/j.heliyon.2022.e09617
  45. Leblois, A., Damette, O., & Wolfersberger, J. (2017). What has Driven Deforestation in Developing Countries Since the 2000s? Evidence from New Remote-Sensing Data. World Development, 92, 82–102. https://doi.org/10.1016/j.worlddev.2016.11.012
  46. Leijten, F., Sim, S., King, H., & Verburg, P. H. (2021). Local deforestation spillovers induced by forest moratoria: Evidence from Indonesia. Land Use Policy, 109(September 2020), 105690. https://doi.org/10.1016/j.landusepol.2021.105690
  47. Liu, J., Liang, M., Li, L., Long, H., & De Jong, W. (2017). Comparative study of the forest transition pathways of nine Asia-Pacific countries. Forest Policy and Economics, 76, 25–34. https://doi.org/10.1016/j.forpol.2016.03.007
  48. Liu, Y., Sadiq, F., Ali, W., & Kumail, T. (2022). Does tourism development, energy consumption, trade openness and economic growth matters for ecological footprint: Testing the Environmental Kuznets Curve and pollution haven hypothesis for Pakistan. Energy, 245, 123208. https://doi.org/https://doi.org/10.1016/j.energy.2022.123208
  49. Mahadevan, R., Amir, H., & Nugroho, A. (2017). Regional impacts of tourism-led growth on poverty and income: Inequality: A dynamic general equilibrium analysis for Indonesia. Tourism Economics, 23(3), 614–631. https://doi.org/10.5367/te.2015.0534
  50. Marhaento, H., Purnama, R., Rahayu Wijayanti Faida, L., & Rahardjo, N. (2020). Land cover disturbance due to tourism in Djuanda Forest Park, Indonesia. Journal of Physics: Conference Series, 1434(1). https://doi.org/10.1088/1742-6596/1434/1/012032
  51. Marsiglio, S. (2017). On the carrying capacity and the optimal number of visitors in tourism destinations. Tourism Economics, 23(3), 632–646. https://doi.org/10.5367/te.2015.0535
  52. Minetos, D., & Polyzos, S. (2010). Deforestation processes in Greece: A spatial analysis by using an ordinal regression model. Forest Policy and Economics, 12(6), 457–472. https://doi.org/10.1016/j.forpol.2010.02.011
  53. Nepal, R., & Nepal, S. K. (2021). Managing overtourism through economic taxation: policy lessons from five countries. Tourism Geographies, 23(5–6), 1094–1115. https://doi.org/10.1080/14616688.2019.1669070
  54. Nguyen, C. P., Nguyen, B. Q., & Tran, D. T. Le. (2022). Over two decades of severe deforestation: an economic perspective of tourism development. Journal of Environmental Studies and Sciences, (0123456789). https://doi.org/10.1007/s13412-022-00802-9
  55. Nugroho, H. Y. S. H., Nurfatriani, F., Indrajaya, Y., Yuwati, T. W., Ekawati, S., Salminah, M., … Baral, H. (2022). Mainstreaming Ecosystem Services from Indonesia’s Remaining Forests. Sustainability (Switzerland), 14(19). https://doi.org/10.3390/su141912124
  56. Pablo-Romero, M. P., Sánchez-Braza, A., & Gil-Pérez, J. (2023). Is deforestation needed for growth? Testing the EKC hypothesis for Latin America. Forest Policy and Economics, 148(September 2022). https://doi.org/10.1016/j.forpol.2023.102915
  57. Pamungkas, W., & Jones, T. E. (2021). Indonesia’s Mountainous Protected Areas: National Parks and Nature-Based Tourism. Geographies of Tourism and Global Change, (September), 111–131. https://doi.org/10.1007/978-3-030-76833-1_6
  58. Pandya, R., Dev, H. S., Rai, N. D., & Fletcher, R. (2023). Rendering land touristifiable:(eco)tourism and land use change. Tourism Geographies, 25(4), 1068–1084. https://doi.org/10.1080/14616688.2022.2077425
  59. Purwanto, Latifah, S., Yonariza, Akhsani, F., Sofiana, E. I., & Ferdiansah, M. R. (2023). Land cover change assessment using random forest and CA markov from remote sensing images in the protected forest of South Malang, Indonesia. Remote Sensing Applications: Society and Environment, 32(September), 101061. https://doi.org/10.1016/j.rsase.2023.101061
  60. Pusat Studi Pariwisata Universitas Gadjah Mada. (2021). Kajian Rapid Assessment Destination Management Organization (DMO) – Destination Governance (DG). In Kementerian Pariwisata dan Ekonomi Kreatif/Badan Pariwisata dan Ekonomi Kreatif
  61. Radianto, E., Prabawa, T. S., Therik, W. M. A., Sasongko, G., & Ndoen, M. L. (2019). The role of tourism in development: A dilemma between economic growth and mangrove forest degradation (a case study of regencies/cities in North Maluku Province). Jurnal Manajemen Hutan Tropika, 23(5), 185–198. https://doi.org/10.7226/jtfm.25.3.185
  62. Raihan, A., Ibrahim, S., & Muhtasim, D. A. (2023). Dynamic impacts of economic growth, energy use, tourism, and agricultural productivity on carbon dioxide emissions in Egypt. World Development Sustainability, 2(March), 100059. https://doi.org/10.1016/j.wds.2023.100059
  63. Saavedra, S. (2022). Economic Development and Environmental Conservation: Evidence From Eco-Tourism. SSRN Electronic Journal, 1–66. https://doi.org/10.2139/ssrn.4291532
  64. Santoro, A., Piras, F., & Yu, Q. (2023). Spatial analysis of deforestation in Indonesia in the period 1950–2017 and the role of protected areas. Biodiversity and Conservation, (1). https://doi.org/10.1007/s10531-023-02679-8
  65. Santosa, Y., Sunkar, A., & Kwatrina, R. T. (2020). Is It True That Oil Palm Plantations Are The Main Driver of Deforestation of Indonesia’s Tropical Forest? International Journal of Oil Palm, 3(1), 1–10. https://doi.org/10.35876/ijop.v3i1.37
  66. Simpson, B. (2021). Indonesian Transmigration and the Crisis of Development, 1968–1985. Diplomatic History, 45(2), 268–284. https://doi.org/10.1093/dh/dhaa087
  67. Surandoko, T. (2021). The Impact of Provincial Forest Subsidies on Deforestation in Indonesia. Jurnal Perencanaan Pembangunan: The Indonesian Journal of Development Planning, 5(2), 250–268. https://doi.org/10.36574/jpp.v5i2.202
  68. Tsujino, R., Yumoto, T., Kitamura, S., Djamaluddin, I., & Darnaedi, D. (2016). History of forest loss and degradation in Indonesia. Land Use Policy, 57, 335–347. https://doi.org/10.1016/j.landusepol.2016.05.034
  69. Tuholske, C., Tane, Z., López-Carr, D., Roberts, D., & Cassels, S. (2017). Thirty years of land use/cover change in the Caribbean: Assessing the relationship between urbanization and mangrove loss in Roatán, Honduras. Applied Geography, 88, 84–93. https://doi.org/10.1016/j.apgeog.2017.08.018
  70. Walters, B. B. (2023). Explaining land use and forest change: more theory or better methodology? Landscape Ecology, 38(12), 4107–4116. https://doi.org/10.1007/s10980-021-01397-2
  71. Wheeler, D., Hammer, D., Kraft, R., Dasgupta, S., & Blankespoor, B. (2012). Economic Dynamics and Forest Clearing: A Spatial Econometric Analysis for Indonesia. SSRN Electronic Journal, (December 2011). https://doi.org/10.2139/ssrn.2009400

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