Purpose: This study aims to determine the effect of economic agents, such as the amount of government expenditure on the environment, households, manufacturing industry, and shipping activities; on environmental degradation in Indonesia. Research design, data, and methodology: This study is conducted with 264 observations from panel data of 33 provinces during 2010-2017. Environmental degradation is measured by using the environmental quality index collected from Indonesian Ministry of Forestry and Indonesian Central Bureau of Statistics. Three testing models are used to test the panel data, namely Common Effect Model (CEM), Fixed Effect Model (FEM), and Random Effect Model (REM). Results: The research findings show that the amount of government expenditure on the environment, households, and shipping activities have a negative and significant effects on environmental degradation, while the number of manufacturing industry has positive and significant effect on environmental degradation. Unlike the previous studies, the result also shows that government expenditure on environmental has a positive and significant effect on environmental quality index. Conclusion: It can be concluded that even though Indonesian government spent a low budget on environment, their environmental regulation has succeeded both in reducing environmental degradation and increasing the environmental quality as indicated by Indonesian environmental quality index.
Aiman Yessekina, and Amina Urpekova. 2015. “Energy Efficiency and CO2 Emissions of the Transportation System of Kazakhstan: A Case of Almaty.” The Journal of Asian Finance, Economics and Business 2(3): 41–46. https://doi.org/ 10.13106/jafeb.2015.vol2.no3.41.
Arellano, M. (2003). Panel Data Econometrics. Oxford: Oxford University Press.
Azam, C. S., Gigot, G., Witte, I., & Schatz, B. (2016). National and Subnational Red Lists in European and Mediterranean Countries: Current State and Use for Conservation. Endangered Species Research, 30, 255–266. https://doi.org/10.3354/esr00740
Badulescu, D., Simut, R., Badulescu, A., & Badulescu, A. V. (2019). The relative effects of economic growth, environmental pollution and non-communicable diseases on health expenditures in european union countries. International Journal of Environmental Research and Public Health, 16(24), 1–19. https://doi.org/10.3390/ijerph16245115
Barr, S. (2007). Factors Influencing Environmental Attitudes and Behaviors A. U.K. Case Study of Household Waste Management. Environment and Behavior, 39(4), 435–473. https://doi.org/10.1177/0013916505283421
Bashir, Abdul, Didik Susetyo, Suhel Suhel, and Azwardi Azwardi. 2021. “Relationships between Urbanization, Economic Growth, Energy Consumption, and CO2Emissions: Empirical Evidence from Indonesia.” Journal of Asian Finance, Economics and Business 8(3): 79–90. https://doi.org/10.13106/jafeb.2021.vol8.no3.0079
Bernauer, T., & Koubi, V. (2006). States as Providers of Public Goods: How Does Government Size Affect Environmental Quality?. https://doi.org/10.2139/ssrn.900487
Bjerkan, K. Y., & Seter, H. (2019). Reviewing tools and technologies for sustainable ports: Does research enable decision making in ports? Transportation Research Part D: Transport and Environment, 72(May), 243–260. https://doi.org/10.1016/j.trd.2019.05.003
Castellani, V., Beylot, A., & Sala, S. (2019). Environmental Impacts of Household Consumption in Europe:Comparing Process-based LCA and Environmentally Extended Input-Output Analysis. Journal of Cleaner Production, 240. https://doi.org/10.1016/j.jclepro.2019.117966
Chaudhry, A., Tanveer, H., & Naz, R. (2017). Unique and Multiple Equilibria in a Macroeconomic Model With Environmental Quality: An Analysis of Local Stability. Economic Modelling, 63, 206–214. https://doi.org/https://doi.org/10.1016/j.econmod.2017.02.009
Chen, X., Huang, B., & Lin, C.-T. (2019). Environmental Awareness and Environmental Kuznets Curve. Economic Modelling, 77, 2–11.https://doi.org//10.1016/j.econmod.2019.02.003
Damania, R., Russ, J., Wheeler, D., & Federico, A. (2018). The Road to Growth : Measuring the Tradeoffs between Economic Growth and Ecological Destruction. World Development, 351–376. https://doi.org/https://doi.org/10.1016/j.worlddev.2017.06.001
Grossman, G. M., & Krueger, A. B. (1991). Environmental Impacts of a North American Free Trade Agreement (No. NBER Working Papers 3914). https://www.nber.org/papers/w3914
Halkos, G., & Paizanos, E. (2013). The Effect of Government Expenditure on the Environment: An Empirical Investigation. Ecological Economics, 91, 48–56. https://doi.org/10.1016/j.ecolecon.2013.04.002
Halkos, George. (2012). The Impact of Government Expenditure on the Environment: An Empirical Investigation (No. MPRA 39957). https://doi.org/10.1016/j.ecolecon.2013.04.002
Harun, M. H. S., Taha, Z., & Salaam, H. A. (2013). Sustainable Manufacturing: Effect of Material Selection and Design on the Environmental Impact in the Manufacturing Process. In 2nd International Conference on Mechanical Engineering Research (ICMER 2013) 1–4 July 2013, Kuantan, Pahang, Malaysia
He, J., & Wang, H. (2012). Economic Structure , Development Policy and Environmental Quality : An Empirical Analysis of Environmental Kuznets Curves with Chinese Municipal Data. Ecological Economics, 49–59. https://doi.org/10.1016/j.ecolecon.2012.01.014
Hoque, A., Mohiuddin, M., & Su, Z. (2018). Effects of Industrial Operations on Socio-Environmental and Public Health Degradation: Evidence from a Least Developing Country (LDC). Sustainability, 10. https://doi.org/10.3390/su10113948
Islam, M. Z., Ahmed, Z., Saifullah, M. K., Huda, S. N., & Al Islam, S. M..(2017).“CO2 Emission, Energy Consumption and Economic Development: A Case of Bangladesh.” The Journal of Asian Finance, Economics and Business 4: 61–66. https://doi.org/ 10.13106/jafeb.2017.vol4.no4.61
Ivanova, D., Stadler, K., Steen-Olsen, K., Wood, R., Vita, G., Tukker, A., & Hertwich, E. G. (2015). Environmental Impact Assessment of Household Consumption. Journal of Industrial Ecology, 20(3), 526–536. https://doi.org/10.1111/jiec.12371
Linder, A. (2017). Explaining Shipping Company Participation in Voluntary Vessel Emission Reduction Programs. Transportation Research Part D: Transport and Environment. https://doi.org/ 10.1016/j.trd.2017.07.004
Lindstad, H. E., & Eskeland, G. S. (2016). Environmental regulations in shipping: Policies leaning towards globalization of scrubbers deserve scrutiny. Transportation Research Part D: Transport and Environment, 47(2016), 67–76. https://doi.org/10.1016/j.trd.2016.05.004
Lee, Jung Wan, and Ahmad Mujafar Syah. 2018. “Economic and Environmental Impacts of Mass Tourism on Regional Tourism Destinations in Indonesia. 5(3): 31–41. https://doi.org/10.13106/jafeb.2018.vol5.no3.31
Lopez, R, Galinato, G., & Islam, F. (2011). Fiscal Spending and the Environment: Theory and Empirics. Journal of Environmental Economics and Management, 62, 180–196. https://doi.org/10.1016/j.jeem.2011.03.001
Lopez, RE, & Palacios, A. (2010). Have Government Spending and Energy Tax Policies Contributed to Make Europe Environmentally Cleaner? (No. Working Paper 94795). Maryland.
Mohammed Saud M., A., Guo, P., Haq, I. ul, Pan, G., & Khan, A. (2019). Do government expenditure and financial development impede environmental degradation in Venezuela? PLoS ONE, 14(1), 1–13. https://doi.org/10.1371/journal.pone.0210255
Ng, A. K. Y., Zhang, H., Afenyo, M., Becker, A., Cahoon, S., Chen, S. ling, Acciaro, M. (2018). Port Decision Maker Perceptions on the Effectiveness of Climate Adaptation Actions. Coastal Management, 46(3), 148–175. https://doi.org/10.1080/08920753.2018.1451731
Parmawati, R., & Kurnianto, A. S. (2019). Features, Innovation, and Environmental Sustainability of Mayangan Fish Port, Probolinggo, Indonesia: An analysis of MDS. IOP Conference Series: Earth and Environmental Science, 239(1). https://doi.org/10.1088/1755-1315/239/1/012037
Perman, P., Ma, Y., McGilvray, J., & Common, M. (2003). Natural Resource and Environmental Economics. Harlow:Pearson Education.
Rahman, M. M. (2020). Environmental Degradation: The Role of Electricity Consumption, Economic Growth and Globalisation. Journal of Environmental Management, 253(November 2018), 109742. https://doi.org/10.1016/j.jenvman.2019.109742
Shahbaz, M., Khan, S., Ali, A., & Bhattacharya, M. (2017). The Impact of Globalization on CO2 Emissions in China. Singapore Economic Review, 62(4), 929–957. https://doi.org/10.1142/S0217590817400331
Shivashankara, G. P., & Siddegowda. (2011). Household Environmental Problems in Developing Countries. WIT Transactions on Ecology and He Environment, 153, 287–298.
Singh Sankhla, M., Kumari, M., Nandan, M., & Mohril, S. (2016). Effect of Electronic waste on Environmental & Human Health- A Review. IOSR Journal of Environmental Science, Toxicology and Food Technology (IOSR JESTFT), 10(9), 98–104.https://doi.org/10.2495/WS110261
Stern, D. I. (2004). The Rise and Fall of the Environmental Kuznets Curve. World Development, 32(8), 1419–1439. https://doi.org/10.1016/j.worlddev.2004.03.004
Suparmoko, M. (2000). Ekonomi Sumber Daya Alam dan Lingkungan. Yogyakarta: BPEE.
Tahereh Alavi Hojjat. 2014. “Economic Impacts of Energy Development on Domestic Economy.” Journal of Asian Finance, Economics and Business 1(1): 41–45.https://doi.org/ 10.13106/jafeb.2014.vol1.no1.41.
Tietenberg, T., & Lewis, L. (2012). Environmental & Natural Resource Economics 9th Edition. London: Pearson Education Limited.
Wang, Y., & Chuang, Y. (2011). Environmental Resilience and Economic Growth : Command Economy â€TM s Optimization and Environmental Kuznets Curve. Economic Modelling, 28(6), 2854–2861. https://doi.org/https://doi.org/10.1016/j.econmod.2011.06.028
World Bank. (2018). Indonesia - Marine debris hotspot rapid assessment : synthesis report (English). Washington, D.C. : World Bank Group. http://documents.worldbank.org/curated/en/983771527663689822/Indonesia-Marine-debris-hotspot-rapid assessment-synthesis-report
World Bank. 2020. Indonesia Economic Prospects : Towards a Secure and Fast Recovery. Australia. https://www.worldbank.org/en/country/indonesia/publica tion/indonesia-economic-prospect.
Yang, Z., Ng, A. K. Y., Lee, P. T. W., Wang, T., Qu, Z., Sanchez Rodrigues, V., Lau, Y. yip. (2018). Risk and cost evaluation of port adaptation measures to climate change impacts. Transportation Research Part D: Transport and Environment, 61, 444–458. https://doi.org/10.1016/j.trd.2017.03.004