TRANSPORT CO2 EMISSIONS IN INDONESIA BEFORE AND AFTER THE EMISSIONS-BASED LUXURY GOODS SALES TAX (PPnBM) ON MOTOR VEHICLES

Authors

Yuli Ardianto , Aulia Keiko Hubbansyah , M. Nuruddin Subhan , Leonard , Selfia Herlanda , Aldiansyah

Published:

2026-09-28

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Abstract

The emissions-based luxury goods sales tax (PPnBM) on motor vehicles, effective 16 October 2021 under Government Regulation No. 74 of 2021, was designed as an instrument for decarbonising Indonesian transport, yet whether it has played a role in transport emission patterns since its introduction is unknown. This study uses a quantitative descriptive analysis of official annual data for 2013–2025. A series of CO2 emissions from transport-sector gasoline and diesel is built from fuel volumes in the Handbook of Energy & Economic Statistics of Indonesia and IPCC default emission factors, decomposed using the Logarithmic Mean Divisia Index (LMDI), and complemented by an upper-bound calculation of the PPnBM contribution through battery electric vehicle (BEV) sales. Emissions did not fall: they averaged 140.9 Mt CO2 in 2022–2025, 2.0% above 2019, although GDP grew by 24.0% over 2019–2025. The decomposition shows that in 2019–2025 economic growth added 29.9 Mt, while the offsetting factors were biodiesel blending (−14.5 Mt) and the decline in fuel use per unit of GDP (−12.4 Mt). This decline in fuel intensity is not new and has in fact slowed, from 1.7% a year in 2013–2019 to 1.3% a year in 2021–2025. Even if all 175,309 BEVs sold in 2020–2025 were attributed to PPnBM, the emission savings would be at most 0.4–0.8 Mt, less than 0.6% of 2025 emissions. Post-policy restraint in emissions is therefore explained mainly by biodiesel blending and a pre-existing efficiency trend, not by PPnBM. The paper also specifies the data needed for future policy monitoring: monthly fuel sales, registrations by emission class, and CO2 per kilometre of new vehicles.

Keywords:

transport CO2 emissions luxury goods sales tax (PPnBM) fuel consumption biodiesel LMDI decomposition Indonesia

References

Abadie, A. (2021). Using synthetic controls: Feasibility, data requirements, and methodological aspects. Journal of Economic Literature, 59(2), 391–425. https://doi.org/10.1257/jel.20191450

Ang, B. W. (2005). The LMDI approach to decomposition analysis: A practical guide. Energy Policy, 33(7), 867–871. https://doi.org/10.1016/j.enpol.2003.10.010

Ang, B. W. (2015). LMDI decomposition approach: A guide for implementation. Energy Policy, 86, 233–238. https://doi.org/10.1016/j.enpol.2015.07.007

Bisnis Indonesia. (2025, January 14). Segini total penjualan mobil listrik 5 tahun terakhir di RI [Total electric car sales in Indonesia over the last five years]. Gaikindo wholesales data. https://otomotif.bisnis.com/read/20250114/275/1831369/

Brodersen, K. H., Gallusser, F., Koehler, J., Remy, N., & Scott, S. L. (2015). Inferring causal impact using Bayesian structural time-series models. Annals of Applied Statistics, 9(1), 247–274. https://doi.org/10.1214/14-AOAS788

Ciccone, A. (2018). Environmental effects of a vehicle tax reform: Empirical evidence from Norway. Transport Policy, 69, 141–157. https://doi.org/10.1016/j.tranpol.2018.05.002

Databoks. (n.d.). Penjualan mobil listrik baterai tumbuh pesat, salip mobil hybrid [Battery electric car sales grow rapidly, overtaking hybrids]. Gaikindo wholesales data, processed by Databoks. https://databoks.katadata.co.id/transportasi-logistik/statistik/2955a024b05ed16/penjualan-mobil-listrik-baterai-tumbuh-pesat-salip-mobil-hybrid

D’Haultfœuille, X., Givord, P., & Boutin, X. (2014). The environmental effect of green taxation: The case of the French bonus/malus. The Economic Journal, 124(578), F444–F480. https://doi.org/10.1111/ecoj.12089

Eggleston, H. S., Buendia, L., Miwa, K., Ngara, T., & Tanabe, K. (Eds.). (2006). 2006 IPCC guidelines for national greenhouse gas inventories: Volume 2, Energy. Institute for Global Environmental Strategies.

Gillingham, K., Rapson, D., & Wagner, G. (2016). The rebound effect and energy efficiency policy. Review of Environmental Economics and Policy, 10(1), 68–88. https://doi.org/10.1093/reep/rev017

Government of Indonesia. (2019). Government Regulation No. 73 of 2019 concerning taxable goods classified as luxury in the form of motor vehicles subject to luxury goods sales tax.

Government of Indonesia. (2021). Government Regulation No. 74 of 2021 concerning amendment to Government Regulation No. 73 of 2019 concerning taxable goods classified as luxury in the form of motor vehicles subject to luxury goods sales tax.

Guerra, E. (2019). Electric vehicles, air pollution, and the motorcycle city: A stated preference survey of consumers’ willingness to adopt electric motorcycles in Solo, Indonesia. Transportation Research Part D: Transport and Environment, 68, 52–64. https://doi.org/10.1016/j.trd.2017.07.027

Institute for Essential Services Reform. (2023). Indonesia Electric Vehicle Outlook 2023. IESR. https://iesr.or.id/wp-content/uploads/2023/02/Indonesia-Electric-Vehicle-Outlook-2023.pdf

Jacobsen, M. R., & van Benthem, A. A. (2015). Vehicle scrappage and gasoline policy. American Economic Review, 105(3), 1312–1338. https://doi.org/10.1257/aer.20130935

Klier, T., & Linn, J. (2015). Using taxes to reduce carbon dioxide emissions rather than improving fuel economy standards: Evidence from France, Germany, and Sweden. American Economic Journal: Economic Policy, 7(1), 212–242. https://doi.org/10.1257/pol.20120443

Knobloch, F., Hanssen, S. V., Lam, A., Pollitt, H., Salas, P., Chewpreecha, U., Huijbregts, M. A. J., & Mercure, J.-F. (2020). Net emission reductions from electric cars and heat pumps in 59 world regions over time. Nature Sustainability, 3(6), 437–447. https://doi.org/10.1038/s41893-020-0488-7

Koch, N., Naumann, L., Pretis, F., Ritter, N., & Schwarz, M. (2022). Attributing agnostically detected large reductions in road CO2 emissions to policy mixes. Nature Energy, 7, 844–853. https://doi.org/10.1038/s41560-022-01095-6

Maghfiroh, M. F. N., Pandyaswargo, A. H., & Onoda, H. (2021). Current readiness status of electric vehicles in Indonesia: Multistakeholder perceptions. Sustainability, 13(23), 13177. https://doi.org/10.3390/su132313177

Ministry of Energy and Mineral Resources [MEMR]. (2024). Handbook of energy & economic statistics of Indonesia 2023. Center for Data and Information Technology. https://www.esdm.go.id/assets/media/content/content-handbook-of-energy-and-economic-statistics-of-indonesia-2023.pdf

Ministry of Energy and Mineral Resources [MEMR]. (2026). Handbook of energy & economic statistics of Indonesia 2025. Center for Data and Information Technology. https://www.esdm.go.id/assets/media/content/content-handbook-of-energy-and-economic-statistics-of-indonesia-2025.pdf

Ministry of Finance of the Republic of Indonesia. (2021). Minister of Finance Regulation No. 120/PMK.010/2021 on the extension of the government-borne PPnBM facility for certain motor vehicles until December 2021.

Ministry of Finance of the Republic of Indonesia. (2023). Minister of Finance Regulation No. 38 of 2023 on value added tax borne by the government on the delivery of certain four-wheeled battery electric vehicles and certain battery electric buses for fiscal year 2023.

Münzel, C., Plötz, P., Sprei, F., & Gnann, T. (2019). How large is the effect of financial incentives on electric vehicle sales? – A global review and European analysis. Energy Economics, 84, 104493. https://doi.org/10.1016/j.eneco.2019.104493

Nugraheni, A. P., & Cahyonowati, N. (2023). Is the PPnBM incentive useful? A perspective from business actors. Jati: Jurnal Akuntansi Terapan Indonesia, 6(2), 96–106. https://doi.org/10.18196/jati.v6i2.18258

O’Riordan, V., Rogan, F., Ó Gallachóir, B., & Daly, H. (2023). Impact of an emissions-based car tax policy on CO2 emissions and tax revenue from private cars in Ireland. International Journal of Sustainable Transportation, 17(9), 969–981. https://doi.org/10.1080/15568318.2022.2132562

Republic of Indonesia. (2022). Enhanced Nationally Determined Contribution. United Nations Framework Convention on Climate Change. https://unfccc.int/NDCREG

Searchinger, T., Heimlich, R., Houghton, R. A., Dong, F., Elobeid, A., Fabiosa, J., Tokgoz, S., Hayes, D., & Yu, T.-H. (2008). Use of U.S. croplands for biofuels increases greenhouse gases through emissions from land-use change. Science, 319(5867), 1238–1240. https://doi.org/10.1126/science.1151861

Stechemesser, A., Koch, N., Mark, E., Dilger, E., Klösel, P., Menicacci, L., Nachtigall, D., Pretis, F., Ritter, N., Schwarz, M., Vossen, H., & Wenzel, A. (2024). Climate policies that achieved major emission reductions: Global evidence from two decades. Science, 385(6711), 884–892. https://doi.org/10.1126/science.adl6547

T20 Indonesia. (2022). A path to zero-emission vehicles and greener infrastructure development in Indonesia [Policy brief]. https://www.t20indonesia.org/wp-content/uploads/2022/08/A-PATH-TO-ZERO-EMISSION-VEHICLES-AND-GREENER-INFRASTRUCTURE-DEVELOPMENT-IN-INDONESIA.pdf

Tempo. (2026a, January 10). Penjualan mobil sepanjang 2025 capai 803 ribu unit [Car sales throughout 2025 reach 803 thousand units]. Gaikindo wholesales data. https://www.tempo.co/ekonomi/penjualan-mobil-sepanjang-2025-capai-803-ribu-unit-2105918

Tempo. (2026b). Tren positif mobil listrik 2025, BYD di puncak [Positive electric car trend in 2025, BYD at the top]. Gaikindo wholesales data. https://www.tempo.co/info-tempo/tren-positif-mobil-listrik-2025-byd-di-puncak-2129753

Wahyudi, N. (2026). Analisis input-output dampak fasilitas PPnBM kendaraan bermotor DTP tahun 2021 terhadap penggandaan output dan kesempatan kerja [Input-output analysis of the impact of the 2021 government-borne PPnBM facility for motor vehicles on output multiplication and employment]. Strukturasi: Jurnal Ilmiah Magister Administrasi Publik, 8(1), 22–35. https://jurnalmahasiswa.uma.ac.id/index.php/strukturasi/article/view/6857

Xing, J., Leard, B., & Li, S. (2021). What does an electric vehicle replace? Journal of Environmental Economics and Management, 107, 102432. https://doi.org/10.1016/j.jeem.2021.102432

Author Biographies

Yuli Ardianto, Universitas Pancasila

Author Origin : Indonesia

Aulia Keiko Hubbansyah, Universitas Pancasila

Author Origin : Indonesia

M. Nuruddin Subhan, Universitas Pancasila

Author Origin : Indonesia

Leonard, Universitas Pancasila

Author Origin : Indonesia

Selfia Herlanda, Universitas Pancasila

Author Origin : Indonesia

Aldiansyah, Universitas Pancasila

Author Origin : Indonesia

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How to Cite

Yuli Ardianto, Aulia Keiko Hubbansyah, M. Nuruddin Subhan, Leonard, Selfia Herlanda, & Aldiansyah. (2026). TRANSPORT CO2 EMISSIONS IN INDONESIA BEFORE AND AFTER THE EMISSIONS-BASED LUXURY GOODS SALES TAX (PPnBM) ON MOTOR VEHICLES . Multidiciplinary Output Research For Actual and International Issue (MORFAI), 6(6), 8547–8560. Retrieved from https://radjapublika.com/index.php/MORFAI/article/view/6505

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