Main Article Content
Abstract
Purpose: environmental taxation; green taxes; carbon pricing; sustainable development; bibliometric analysis.
Research Design and Methodology: A comprehensive bibliometric analysis was performed on 398 Scopus-indexed publications (1990–2025) using RStudio and the bibliometrix package, incorporating performance metrics, thematic evolution, co-word networks, and conceptual structure mapping.
Findings and Discussion: The results indicate a pronounced surge in scholarly output after 2015, coinciding with intensified climate policy commitments. Environmental taxation, carbon emissions, sustainable development, and environmental technology emerge as foundational themes, while motor themes illustrate an increasing convergence among fiscal instruments, innovation systems, and emissions mitigation strategies. Collaboration networks position China, the United States, and Europe as central nodes in global knowledge production.
Implications: The evidence underscores the need to design environmental tax policies that integrate fairness, transparency, and technological capability to enhance societal acceptance and policy effectiveness. Future research should broaden linguistic and geographic coverage and employ mixed-methods designs to more fully capture the institutional and behavioral dynamics that influence tax implementation.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
- Ali, K., Jianguo, D., Kirikkaleli, D., Oláh, J., & Bakhsh, S. (2023). Do environmental taxes, environmental innovation, and energy resources matter for environmental sustainability: Evidence of five sustainable economies. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21577
- Ambec, S., Cohen, M. A., Elgie, S., & Lanoie, P. (2013). The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness? Review of Environmental Economics and Policy, 7(1), 2–22. https://doi.org/10.1093/reep/res016
- Apriantoro, M. S., & Maulana, I. (2025). Environmental Taxation Through a Bibliometric Lens: Finding Leading Voices, Trends, and Gaps. International Journal of Energy Economics and Policy, 15(2), 484–494. https://doi.org/10.32479/ijeep.17815
- Avgousti, A., Caprioli, F., Caracciolo, G., Cochard, M., Dallari, P., Delgado-Téllez, M., Domingues, J., Ferdinandusse, M., Filip, D., Nerlich, C., Prammer, D., Schmidt, K., & Theofilakou, A. (2023). The climate change challenge and fiscal instruments and policies in the EU. In ECB Occasional Paper. https://doi.org/10.2866/850581
- Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus is a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1(1), 377–386. https://doi.org/10.1162/qss_a_00019
- Cary, M., & Rockwell, T. (2020). International collaboration in open access publications: How income shapes international collaboration. Publications, 8(1). https://doi.org/10.3390/publications8010013
- Castellacci, F., & Lie, C. M. (2017). A taxonomy of green innovators: Empirical evidence from South Korea. Journal of Cleaner Production, 143, 1036–1047. https://doi.org/10.1016/j.jclepro.2016.12.016
- Chen, C., & Song, M. (2019). Visualizing a field of research: A methodology of systematic scientometric reviews. PLoS ONE, 14(10). https://doi.org/10.1371/journal.pone.0223994
- Choi, T. M., & Luo, S. (2019). Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes. Transportation Research Part E: Logistics and Transportation Review, 131, 139–152. https://doi.org/10.1016/j.tre.2019.09.019
- Farhan Bashir, M., Ma, B., Bilal, &, Komal, B., Muhammad, &, & Bashir, A. (2021). Analysis of environmental taxes publications: a bibliometric and systematic literature review. Environmental Science and Pollution Research, 28, 20700–20716. https://doi.org/10.1007/s11356-020-12123-x/Published
- Ghazouani, A., Mehdi, &, Jebli, B., & Shahzad, U. (2021). Impacts of environmental taxes and technologies on greenhouse gas emissions: contextual evidence from leading emitter European countries. Environmental Science and Pollution Research, Volume 28. https://doi.org/10.1007/s11356-020-11911-9/Published
- Goulder, L. (1995). Environmental taxation and the double dividend A reader’s guide. National Buerau of Economic Research, 4896. https://doi.org/10.1007/978-94-011-0661-0_14
- Goulder, L. H., & Parry, I. W. H. (2008). Instrument choice in environmental policy. Review of Environmental Economics and Policy, 2(2), 152–174. https://doi.org/10.1093/reep/ren005
- Graci, S. (2013). Collaboration and Partnership Development for Sustainable Tourism. Tourism Geographies, 15(1), 25–42. https://doi.org/10.1080/14616688.2012.675513
- Hakam, S. L., Rahayu, A., Wibowo, L. A., Hakam, L. I., Nugroho, M. A., & Fuadi, S. S. (2024). Compliance Behavior in Environmental Tax Policy. Journal of Risk and Financial Management, 17(12). https://doi.org/10.3390/jrfm17120542
- Hartono, D., Indriyani, W., Iryani, B. S., Komarulzaman, A., Nugroho, A., & Kurniawan, R. (2023). Carbon tax, energy policy, and sustainable development in Indonesia. Sustainable Development, 31(4), 2332–2346. https://doi.org/10.1002/sd.2511
- Hashmi, R., & Alam, K. (2019). Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: A panel investigation. Journal of Cleaner Production, 231, 1100–1109. https://doi.org/10.1016/j.jclepro.2019.05.325
- He, X., Jing, Q., & Chen, H. (2023). The impact of environmental tax laws on heavy-polluting enterprise ESG performance: A stakeholder behavior perspective. Journal of Environmental Management, 344, 118578. https://doi.org/10.1016/j.jenvman.2023.118578
- Krass, D., Nedorezov, T., & Ovchinnikov, A. (2013). Environmental taxes and the choice of green technology. Production and Operations Management, 22(5), 1035–1055. https://doi.org/10.1111/poms.12023
- Kulin, J., & Johansson Sevä, I. (2020). Who do you trust? How trust in partial and impartial government institutions influences climate policy attitudes. Climate Policy, 33–46. https://doi.org/10.1080/14693062.2020.1792822
- Li, Y., Tang, Y. T., Tan-Mullins, M., & Ives, C. D. (2023). Exploring the Potential Opportunities of China’s Environmental Agenda, Ecological Civilization, on Global Sustainable Development. Sustainability (Switzerland), 15(6). https://doi.org/10.3390/su15065135
- Maestre-Andrés, S., Drews, S., Savin, I., & van den Bergh, J. (2021). Carbon tax acceptability with information provision and mixed revenue uses. Nature Communications, 12(1). https://doi.org/10.1038/s41467-021-27380-8
- Njivukuh, T., Kaffo, H., & Wendji, C. (2023). Green taxation and renewable energy technologies adoption: A global evidence. https://doi.org/10.1016/j.ref.2023.01.010
- Nurulita, A. F., & Prasidya, T. C. I. T. (2025). Combating Climate Changes Through Fiscal Policies in Developed World: Key Insights for Indonesia from Scandinavian Green Tax Scheme. Ilomata International Journal of Tax and Accounting, 6(1), 53–59. https://doi.org/10.61194/ijtc.v6i1.1613
- Okombi, I. F., & Ndoum Babouama, V. B.-D. (2024). Environmental taxation and inclusive green growth in developing countries: does the quality of institutions matter? Environmental Science and Pollution Research, 31(21), 30633–30662. https://doi.org/10.1007/s11356-024-33245-6
- Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Journal of Clinical Epidemiology, 134, 178–189. https://doi.org/10.1016/j.jclinepi.2021.03.001
- Peter Simpa, Nko Okina Solomon, Olubunmi Adeolu Adenekan, & Scholar Chinenye Obasi. (2024). Strategic implications of carbon pricing on global environmental sustainability and economic development: A conceptual framework. International Journal of Advanced Economics, 6(5), 139–172. https://doi.org/10.51594/ijae.v6i5.1134
- Rausch, S., & Reilly, J. (2015). Carbon Taxes, Deficits, and Energy Policy Interactions. National Tax Journal, 68(1), 157–177. https://doi.org/10.17310/ntj.2015.1.07
- Rokhmawati, A., Sarasi, V., & Berampu, L. T. (2024). Scenario analysis of the Indonesia carbon tax impact on carbon emissions using system dynamics modeling and STIRPAT model. Geography and Sustainability, 5(4), 577–587. https://doi.org/10.1016/j.geosus.2024.07.003
- Sharif, A., Kocak, S., Khan, H. H. A., Uzuner, G., & Tiwari, S. (2023). Demystifying the links between green technology innovation, economic growth, and environmental tax in ASEAN-6 countries: The dynamic role of green energy and green investment. Gondwana Research, 115, 98–106. https://doi.org/10.1016/j.gr.2022.11.010
- Sheu, J. B., & Chen, Y. J. (2012). Impact of government financial intervention on competition among green supply chains. International Journal of Production Economics, 138(1), 201–213. https://doi.org/10.1016/j.ijpe.2012.03.024
- Soysal, M., Bloemhof-Ruwaard, J. M., & Van Der Vorst, J. G. A. J. (2014). Modelling food logistics networks with emission considerations: The case of an international beef supply chain. International Journal of Production Economics, 152, 57–70. https://doi.org/10.1016/j.ijpe.2013.12.012
- Wang, Y., & Yu, L. (2021). Can the current environmental tax rate promote green technology innovation? - Evidence from China’s resource-based industries. Journal of Cleaner Production, 278. https://doi.org/10.1016/j.jclepro.2020.123443
- Yang, S., Han, R., Wolfram, D., & Zhao, Y. (2016). Visualizing the intellectual structure of information science (2006–2015): Introducing author keyword coupling analysis. Journal of Informetrics, 10(1), 132–150. https://doi.org/10.1016/j.joi.2015.12.003
- Zhang, L., Xue, L., & Zhou, Y. (2019). How do low-carbon policies promote green diffusion among alliance-based firms in China? An evolutionary-game model of complex networks. Journal of Cleaner Production, 210, 518–529. https://doi.org/10.1016/j.jclepro.2018.11.028
- Zhang, Y., Xia, F., & Zhang, B. (2023). Can raising environmental tax reduce industrial water pollution? Firm-level evidence from China. Environmental Impact Assessment Review, 101, 107155. https://doi.org/10.1016/j.eiar.2023.107155
- Zhang, Y., Yuan, L., Ibrahim, I., & Omar, R. (2025). Sustainability in Question: Climate Risk, Environment, Social and Governance Performance, and Tax Avoidance. Sustainability (Switzerland), 17(4). https://doi.org/10.3390/su17041400
References
Ali, K., Jianguo, D., Kirikkaleli, D., Oláh, J., & Bakhsh, S. (2023). Do environmental taxes, environmental innovation, and energy resources matter for environmental sustainability: Evidence of five sustainable economies. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21577
Ambec, S., Cohen, M. A., Elgie, S., & Lanoie, P. (2013). The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness? Review of Environmental Economics and Policy, 7(1), 2–22. https://doi.org/10.1093/reep/res016
Apriantoro, M. S., & Maulana, I. (2025). Environmental Taxation Through a Bibliometric Lens: Finding Leading Voices, Trends, and Gaps. International Journal of Energy Economics and Policy, 15(2), 484–494. https://doi.org/10.32479/ijeep.17815
Avgousti, A., Caprioli, F., Caracciolo, G., Cochard, M., Dallari, P., Delgado-Téllez, M., Domingues, J., Ferdinandusse, M., Filip, D., Nerlich, C., Prammer, D., Schmidt, K., & Theofilakou, A. (2023). The climate change challenge and fiscal instruments and policies in the EU. In ECB Occasional Paper. https://doi.org/10.2866/850581
Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus is a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quantitative Science Studies, 1(1), 377–386. https://doi.org/10.1162/qss_a_00019
Cary, M., & Rockwell, T. (2020). International collaboration in open access publications: How income shapes international collaboration. Publications, 8(1). https://doi.org/10.3390/publications8010013
Castellacci, F., & Lie, C. M. (2017). A taxonomy of green innovators: Empirical evidence from South Korea. Journal of Cleaner Production, 143, 1036–1047. https://doi.org/10.1016/j.jclepro.2016.12.016
Chen, C., & Song, M. (2019). Visualizing a field of research: A methodology of systematic scientometric reviews. PLoS ONE, 14(10). https://doi.org/10.1371/journal.pone.0223994
Choi, T. M., & Luo, S. (2019). Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes. Transportation Research Part E: Logistics and Transportation Review, 131, 139–152. https://doi.org/10.1016/j.tre.2019.09.019
Farhan Bashir, M., Ma, B., Bilal, &, Komal, B., Muhammad, &, & Bashir, A. (2021). Analysis of environmental taxes publications: a bibliometric and systematic literature review. Environmental Science and Pollution Research, 28, 20700–20716. https://doi.org/10.1007/s11356-020-12123-x/Published
Ghazouani, A., Mehdi, &, Jebli, B., & Shahzad, U. (2021). Impacts of environmental taxes and technologies on greenhouse gas emissions: contextual evidence from leading emitter European countries. Environmental Science and Pollution Research, Volume 28. https://doi.org/10.1007/s11356-020-11911-9/Published
Goulder, L. (1995). Environmental taxation and the double dividend A reader’s guide. National Buerau of Economic Research, 4896. https://doi.org/10.1007/978-94-011-0661-0_14
Goulder, L. H., & Parry, I. W. H. (2008). Instrument choice in environmental policy. Review of Environmental Economics and Policy, 2(2), 152–174. https://doi.org/10.1093/reep/ren005
Graci, S. (2013). Collaboration and Partnership Development for Sustainable Tourism. Tourism Geographies, 15(1), 25–42. https://doi.org/10.1080/14616688.2012.675513
Hakam, S. L., Rahayu, A., Wibowo, L. A., Hakam, L. I., Nugroho, M. A., & Fuadi, S. S. (2024). Compliance Behavior in Environmental Tax Policy. Journal of Risk and Financial Management, 17(12). https://doi.org/10.3390/jrfm17120542
Hartono, D., Indriyani, W., Iryani, B. S., Komarulzaman, A., Nugroho, A., & Kurniawan, R. (2023). Carbon tax, energy policy, and sustainable development in Indonesia. Sustainable Development, 31(4), 2332–2346. https://doi.org/10.1002/sd.2511
Hashmi, R., & Alam, K. (2019). Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: A panel investigation. Journal of Cleaner Production, 231, 1100–1109. https://doi.org/10.1016/j.jclepro.2019.05.325
He, X., Jing, Q., & Chen, H. (2023). The impact of environmental tax laws on heavy-polluting enterprise ESG performance: A stakeholder behavior perspective. Journal of Environmental Management, 344, 118578. https://doi.org/10.1016/j.jenvman.2023.118578
Krass, D., Nedorezov, T., & Ovchinnikov, A. (2013). Environmental taxes and the choice of green technology. Production and Operations Management, 22(5), 1035–1055. https://doi.org/10.1111/poms.12023
Kulin, J., & Johansson Sevä, I. (2020). Who do you trust? How trust in partial and impartial government institutions influences climate policy attitudes. Climate Policy, 33–46. https://doi.org/10.1080/14693062.2020.1792822
Li, Y., Tang, Y. T., Tan-Mullins, M., & Ives, C. D. (2023). Exploring the Potential Opportunities of China’s Environmental Agenda, Ecological Civilization, on Global Sustainable Development. Sustainability (Switzerland), 15(6). https://doi.org/10.3390/su15065135
Maestre-Andrés, S., Drews, S., Savin, I., & van den Bergh, J. (2021). Carbon tax acceptability with information provision and mixed revenue uses. Nature Communications, 12(1). https://doi.org/10.1038/s41467-021-27380-8
Njivukuh, T., Kaffo, H., & Wendji, C. (2023). Green taxation and renewable energy technologies adoption: A global evidence. https://doi.org/10.1016/j.ref.2023.01.010
Nurulita, A. F., & Prasidya, T. C. I. T. (2025). Combating Climate Changes Through Fiscal Policies in Developed World: Key Insights for Indonesia from Scandinavian Green Tax Scheme. Ilomata International Journal of Tax and Accounting, 6(1), 53–59. https://doi.org/10.61194/ijtc.v6i1.1613
Okombi, I. F., & Ndoum Babouama, V. B.-D. (2024). Environmental taxation and inclusive green growth in developing countries: does the quality of institutions matter? Environmental Science and Pollution Research, 31(21), 30633–30662. https://doi.org/10.1007/s11356-024-33245-6
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Journal of Clinical Epidemiology, 134, 178–189. https://doi.org/10.1016/j.jclinepi.2021.03.001
Peter Simpa, Nko Okina Solomon, Olubunmi Adeolu Adenekan, & Scholar Chinenye Obasi. (2024). Strategic implications of carbon pricing on global environmental sustainability and economic development: A conceptual framework. International Journal of Advanced Economics, 6(5), 139–172. https://doi.org/10.51594/ijae.v6i5.1134
Rausch, S., & Reilly, J. (2015). Carbon Taxes, Deficits, and Energy Policy Interactions. National Tax Journal, 68(1), 157–177. https://doi.org/10.17310/ntj.2015.1.07
Rokhmawati, A., Sarasi, V., & Berampu, L. T. (2024). Scenario analysis of the Indonesia carbon tax impact on carbon emissions using system dynamics modeling and STIRPAT model. Geography and Sustainability, 5(4), 577–587. https://doi.org/10.1016/j.geosus.2024.07.003
Sharif, A., Kocak, S., Khan, H. H. A., Uzuner, G., & Tiwari, S. (2023). Demystifying the links between green technology innovation, economic growth, and environmental tax in ASEAN-6 countries: The dynamic role of green energy and green investment. Gondwana Research, 115, 98–106. https://doi.org/10.1016/j.gr.2022.11.010
Sheu, J. B., & Chen, Y. J. (2012). Impact of government financial intervention on competition among green supply chains. International Journal of Production Economics, 138(1), 201–213. https://doi.org/10.1016/j.ijpe.2012.03.024
Soysal, M., Bloemhof-Ruwaard, J. M., & Van Der Vorst, J. G. A. J. (2014). Modelling food logistics networks with emission considerations: The case of an international beef supply chain. International Journal of Production Economics, 152, 57–70. https://doi.org/10.1016/j.ijpe.2013.12.012
Wang, Y., & Yu, L. (2021). Can the current environmental tax rate promote green technology innovation? - Evidence from China’s resource-based industries. Journal of Cleaner Production, 278. https://doi.org/10.1016/j.jclepro.2020.123443
Yang, S., Han, R., Wolfram, D., & Zhao, Y. (2016). Visualizing the intellectual structure of information science (2006–2015): Introducing author keyword coupling analysis. Journal of Informetrics, 10(1), 132–150. https://doi.org/10.1016/j.joi.2015.12.003
Zhang, L., Xue, L., & Zhou, Y. (2019). How do low-carbon policies promote green diffusion among alliance-based firms in China? An evolutionary-game model of complex networks. Journal of Cleaner Production, 210, 518–529. https://doi.org/10.1016/j.jclepro.2018.11.028
Zhang, Y., Xia, F., & Zhang, B. (2023). Can raising environmental tax reduce industrial water pollution? Firm-level evidence from China. Environmental Impact Assessment Review, 101, 107155. https://doi.org/10.1016/j.eiar.2023.107155
Zhang, Y., Yuan, L., Ibrahim, I., & Omar, R. (2025). Sustainability in Question: Climate Risk, Environment, Social and Governance Performance, and Tax Avoidance. Sustainability (Switzerland), 17(4). https://doi.org/10.3390/su17041400