Abstract
Amidst global climate challenges, green sukuk has emerged as a shariah-compliant instrument to finance renewable energy projects, supporting the Sustainable Development Goals (SDGs) in Organisation of Islamic Cooperation (OIC) countries such as Indonesia and Malaysia. This study examines the impact of green sukuk structures on the efficiency of renewable energy projects. While existing literature has broadly discussed the effects of green sukuk, a significant gap remains in their quantitative assessment of efficiency, particularly in an approach that integrates both financial cost-effectiveness and operational performance. This study explicitly addresses this gap by developing a novel framework that integrates cost-effectiveness analysis (CEA) and data envelopment analysis (DEA) to evaluate four prominent green sukuk: Indonesia’s Green Sovereign Sukuk 2018 and 2019, and Malaysia’s Tadau Energy Sukuk 2017 and Quantum Solar Park Sukuk 2018, using data from official reports and prospectuses. Results show the Green Sovereign Sukuk 2018 as the most efficient (2.90 MW/USD million, 1,600-ton CO₂/USD million, DEA score 1.0000), driven by large-scale implementation and centralized governance, whereas Quantum Solar 2018 scored lowest (0.61 MW/USD million, 808.08-ton CO₂/USD million, DEA score 0.5051) due to project fragmentation. Ijarah contracts enhance governance, whereas mudharabah fosters adaptability but increases risk. The study concludes that hybrid contracts (e.g., musharakah-murabahah) and balanced regulations can optimize the efficiency of green sukuk, offering a scalable model for OIC countries to advance sustainable financing aligned with ESG and SDG objectives.References
Abd Aziz, A. J., Baharuddin, N. A., Khalid, R. M., & Kamarudin, S. K. (2024). Review of the policies and development programs for renewable energy in Malaysia: Progress, achievements and challenges. Energy Exploration & Exploitation, 42(4), 1472–1501. https://doi.org/10.1177/01445987241227509
Abdullah, M. S., & Keshminder, J. S. (2022). What drives green sukuk ? A leader’s perspective. Journal of Sustainable Finance & Investment, 12(3), 985–1005. https://doi.org/10.1080/20430795.2020.1821339
Abubakar, M., & Abdullahi, N. (2019). Sukuk. In Islamic Corporate Finance (pp. 136– 146). Routledge. https://doi.org/10.4324/9781351061506-7
Ahmad Tajjudin Rozman, N. A. A. (2022). Green Sukuk , Environmental Issues and Strategy Green Sukuk , Environmental Issues and Strategy. https://doi.org/10.1088/1755-1315/1067/1/012085
Ahmed, E. R., Islam, M. A., Alabdullah, T. T. Y., & Amran, A. Bin. (2019). A qualitative analysis on the determinants of legitimacy of sukuk. Journal of Islamic Accounting and Business Research, 10(3), 342–368. https://doi.org/10.1108/JIABR-01-2016-0005
Alam, A., Ratnasari, R. T., Jannah, I. L., & Ashfahany, A. E. (2023). “Development and evaluation of Islamic green financing: A systematic review of green sukuk.” Environmental Economics, 14(1), 61–72. https://doi.org/10.21511/ee.14(1).2023.06
Alhammadi, S. (2024). Islamic finance as a driver for enhancing economic sustainability and innovation in the GCC. Journal of Science and Technology Policy Management. https://doi.org/10.1108/JSTPM-11-2023-0206
Ali, Q., Rusgianto, S., Parveen, S., Yaacob, H., & Zin, R. M. (2023). An empirical study of the effects of green Sukuk spur on economic growth, social development, and financial performance in Indonesia. Environment, Development and Sustainability, 26(8), 21097–21123. https://doi.org/10.1007/s10668-023-03520-6
Ali, Z., & Mawali, A. (2023). The Expansionary Effects of Sukuk in Economic Growth. 2023 International Conference on Sustainable Islamic Business and Finance (SIBF), 237–240. https://doi.org/10.1109/SIBF60067.2023.10380027
Alkadi, R. S. (2024). Towards a sustainable future: a comprehensive review of Green Sukuk. Review of Accounting and Finance, 23(4), 467–488. https://doi.org/10.1108/RAF-03-2023-0105
Alnabulsi, K. (2024). Green Finance on Islamic Financial Markets : A Sustainable Approach to Growth. 2024 International Conference on Sustainable Islamic Business and Finance (SIBF), 1–4. https://doi.org/10.1109/SIBF63788.2024.10883851
Alsaghir, M. (2023). Digital risks and Islamic FinTech : a road map to social justice and fi nancial inclusion. https://doi.org/10.1108/JIABR-10-2022-0262
Amiruddin, A., Dargaville, R., Liebman, A., & Gawler, R. (2024). Integration of Electric Vehicles and Renewable Energy in Indonesia’s Electrical Grid. Energies, 17(9), 2037. https://doi.org/10.3390/en17092037
Ardiana, P. A., Diantini, N. N. A., Sudirman, I. M. S. N., Sudana, I. P. G., Putri, N. P. A. W., & Yanthi, K. D. L. (2025). Institutional work in making sustainability reporting mandatory in Indonesia through sustainable finance. Journal of Accounting in Emerging Economies, 15(3), 645–669. https://doi.org/10.1108/JAEE-02-2024-0088
Ari, I., & Isik, M. (2022). Assessing the Performance of the Developing Countries for the Utilization of the Green Climate Fund. 4(February), 1–10. https://doi.org/10.3389/fclim.2022.813406
Ari, I., & Koc, M. (2021). Philanthropic-crowdfunding-partnership: A proof-of-concept study for sustainable financing in low-carbon energy transitions. Energy, 222. https://doi.org/10.1016/j.energy.2021.119925
Azhgaliyeva, D., Kapoor, A., & Liu, Y. (2020). Green bonds for financing renewable energy and energy efficiency in South-East Asia: a review of policies. Journal of Sustainable Finance & Investment, 10(2), 113–140. https://doi.org/10.1080/20430795.2019.1704160
Baal, P. Van, Morton, A., & Severens, J. L. (2018). Social Science & Medicine Health care input constraints and cost e ff ectiveness analysis decision rules. Social Science & Medicine, 200(January), 59–64. https://doi.org/10.1016/j.socscimed.2018.01.026
Balakrishnan, P. (2025). Global Renewable Energy Transition Challenges and Strategic Solutions (pp. 63–96). https://doi.org/10.4018/979-8-3693-8814-3.ch003
Basri, N. A., Ramli, A. T., & Aliyu, A. S. (2015). Malaysia energy strategy towards sustainability: A panoramic overview of the benefits and challenges. Renewable and Sustainable Energy Reviews, 42, 1094–1105. https://doi.org/10.1016/j.rser.2014.10.056
Bojke, L., Manca, A., Asaria, M., Mahon, R., Ren, S., & Palmer, S. (2017). How to Appropriately Extrapolate Costs and Utilities in Cost-Effectiveness Analysis. PharmacoEconomics, 35(8), 767–776. https://doi.org/10.1007/s40273-017-0512-6
Bojke, L., Schmitt, L., Lomas, J., Richardson, G., & Weatherly, H. (2018). Economic Evaluation of Environmental Interventions: Reflections on Methodological Challenges and Developments. International Journal of Environmental Research and Public Health, 15(11), 2459. https://doi.org/10.3390/ijerph15112459
Buttigieg, C. P., & Pulis, S. (2024). Strategic initiatives to address greenwashing. ERA Forum, 327–337. https://doi.org/10.1007/s12027-024-00815-7
Camba, A., Lim, G., & Gallagher, K. (2022). Leading sector and dual economy : how Indonesia and Malaysia mobilised Chinese capital in mineral processing. Third World Quarterly, 43(10), 2375–2395. https://doi.org/10.1080/01436597.2022.2093180
Chaudhuri, R., & Vrontis, D. (2025). Assessing the economic and social impacts of greenwashing : moderating. 1. https://doi.org/10.1108/IJBM-07-2024-0440
Citalingam, K., & Go, Y. I. (2022). Hybrid energy storage design and dispatch strategy evaluation with sensitivity analysis: Techno-economic-environmental assessment. Energy Storage, 4(5). https://doi.org/10.1002/est2.353
Coelli, T. J. (1995). RECENT DEVELOPMENTS IN FRONTIER MODELLING AND EFFICIENCY MEASUREMENT. Australian Journal of Agricultural Economics, 39(3), 219–245. https://doi.org/10.1111/j.1467-8489.1995.tb00552.x
Cooper, W. W., Li, S., Seiford, L. M., & Zhu, J. (2011). Sensitivity Analysis in DEA (pp. 71–91). https://doi.org/10.1007/978-1-4419-6151-8_3
Cooper, W. W., Seiford, L. M., & Zhu, J. (2011). Data Envelopment Analysis: History, Models, and Interpretations (pp. 1–39). https://doi.org/10.1007/978-1-4419-6151-8_1
Criollo, A., Minchala-Avila, L. I., Benavides, D., Ochoa-Correa, D., Tostado-Véliz, M., Meteab, W. K., & Jurado, F. (2024). Green hydrogen production: Fidelity in simulation models for technical–economic analysis. International Journal of Hydrogen Energy, 67, 1–26. https://doi.org/10.1016/j.ijhydene.2024.04.134
Dar, Q. F., Ahn, Y., & Dar, G. F. (2021). Evaluation and investigation: the determinants of central banking efficiency. Pakistan Journal of Humanities and Social Sciences, 9(3), 481–493. https://doi.org/10.52131/pjhss.2021.0903.0181
Delgado-von-eitzen, C., Anido-rif, L., & Fern, M. J. (2021). applied sciences Application of Blockchain in Education : GDPR-Compliant and Scalable Certification and Verification of Academic Information.
Dellnitz, A., Tavana, M., & Banker, R. (2023). A novel median-based optimization model for eco-efficiency assessment in data envelopment analysis. Annals of Operations Research, 322(2), 661–690. https://doi.org/10.1007/s10479-022-04937-4
Donastorg, A. D., Renukappa, S., & Suresh, S. (2022). Financing renewable energy projects in the Dominican Republic: an empirical study. International Journal of Energy Sector Management, 16(1), 95–111. https://doi.org/10.1108/IJESM-10-2020-0002
Dong, H., Zhang, L., & Zheng, H. (2024). Green bonds: Fueling green innovation or just a fad? Energy Economics, 135, 107660. https://doi.org/10.1016/j.eneco.2024.107660
Endri, E., & Hania, B. T. (2022). Corporate green Sukuk issuance for sustainable financing in Indonesia. https://doi.org/10.21511/ee.13(1).2022.04
Fadhzana, N., & Noor, M. (2024). Shariah non-compliance risk and its management techniques : empirical evidences in selected wakalah sukuk documents issued in Malaysia jurisdiction. 16(4), 803–829. https://doi.org/10.1108/QRFM-10-2022-0171
Fan, M., Yang, P., & Li, Q. (2022). Impact of environmental regulation on green total factor productivity : a new perspective of green technological innovation. Environmental Science and Pollution Research, 2018, 53785–53800. https://doi.org/10.1007/s11356-022-19576-2
Feng, C., Chu, F., Ding, J., Bi, G., & Liang, L. (2015). Carbon Emissions Abatement (CEA) allocation and compensation schemes based on DEA. Omega, 53, 78– 89. https://doi.org/10.1016/j.omega.2014.12.005
Firoozi, A. A., Tshambane, M., Firoozi, A. A., & Sheikh, S. M. (2024). Strategic load management: Enhancing eco-efficiency in mining operations through automated technologies. Results in Engineering, 24, 102890. https://doi.org/10.1016/j.rineng.2024.102890
Ghaemi Asl, M., Rashidi, M. M., Tiwari, A. K., Lee, C.-C., & Roubaud, D. (2023). Green bond vs. Islamic bond: Which one is more environmentally friendly? Journal of Environmental Management, 345, 118580. https://doi.org/10.1016/j.jenvman.2023.118580
Ghardallou, W., & Abaalkhail, L. (2024). The Moderating Effect of Institutions on the Relationship between Financial Development and Environmental Quality : Evidence from GCC countries. 83(August), 836–844. https://doi.org/10.56042/jsir.v83i8.8926
Gundogdu, A. S. (2019). Determinants of Success in Islamic Public-Private Partnership Projects (PPPs) in the Context of SDGs. Turkish Journal of Islamic Economics, 6(2), 25–43. https://doi.org/10.26414/A055
Harahap, B., Risfandy, T., & Futri, I. N. (2023). Islamic Law, Islamic Finance, and Sustainable Development Goals: A Systematic Literature Review. Sustainability, 15(8), 6626. https://doi.org/10.3390/su15086626
Hassan, Q., Viktor, P., J. Al-Musawi, T., Mahmood Ali, B., Algburi, S., Alzoubi, H. M., Khudhair Al-Jiboory, A., Zuhair Sameen, A., Salman, H. M., & Jaszczur, M. (2024). The renewable energy role in the global energy Transformations. Renewable Energy Focus, 48, 100545. https://doi.org/10.1016/j.ref.2024.100545
Hassanpour, M. (2020). EVALUATION OF IRANIAN SMALL AND MEDIUM-SIZED INDUSTRIES USING THE DEA BASED ON ADDITIVE RATIO MODEL – A REVIEW Malek Hassanpour. 18, 491–511.
Hermoso-Orzáez, M. J., García-Alguacil, M., Terrados-Cepeda, J., & Brito, P. (2020). Measurement of environmental efficiency in the countries of the European Union with the enhanced data envelopment analysis method (DEA) during the period 2005–2012. Environmental Science and Pollution Research, 27(13), 15691–15715. https://doi.org/10.1007/s11356-020-08029-3
Higgins, A. M., & Harris, A. H. (2012). Health Economic Methods: Cost-Minimization, Cost-Effectiveness, Cost-Utility, and Cost-Benefit Evaluations. Critical Care Clinics, 28(1), 11–24. https://doi.org/10.1016/j.ccc.2011.10.002
Hilali, H., Hovelaque, V., & Giard, V. (2023). Integrated scheduling of a multi-site mining supply chain with blending, alternative routings and co-production. International Journal of Production Research, 61(6), 1829–1848. https://doi.org/10.1080/00207543.2022.2049909
Ibrahim, M. H. (2015). Issues in Islamic banking and finance: Islamic banks, Shari’ah-compliant investment and sukuk. Pacific-Basin Finance Journal, 34, 185–191. https://doi.org/10.1016/j.pacfin.2015.06.002
Iqbal Balative, M., Hariyanto, E., Sholikhah, A., & Gigih Prayoga, R. (2025). A Closer Look at Indonesia’s Experience in Developing Green Sukuk. In Islamic Finance and Sustainability (pp. 441–464). Routledge. https://doi.org/10.4324/9781003518617-23
Irfany, M. I., Utami, A. D., Lubis, D., Ramadhini, F., Suwari, L. F., Maula, N. R., Fitriyatustany, F., & Haq, D. A. (2024). Islamic Finance and Environmental Sustainability: Empirical Insight from OIC Countries. International Journal of Energy Economics and Policy, 14(6), 707–715. https://doi.org/10.32479/ijeep.17400
Istaiteyeh, R., Milhem, M. M., & Elsayed, A. (2024). Efficiency Assessment and Determinants of Performance: A Study of Jordan’s Banks Using DEA and Tobit Regression. Economies, 12(2), 37. https://doi.org/10.3390/economies12020037
Ivankova, N. V., Creswell, J. W., & Stick, S. L. (2006). Using Mixed-Methods Sequential Explanatory Design: From Theory to Practice. Field Methods, 18(1), 3–20. https://doi.org/10.1177/1525822X05282260
Kachkar, O., & Al Fares, M. (2024). Sri Sukuk to Achieve SDGs with a Special Reference to the Legal and Regulatory Framework in Malaysia (pp. 159–184). https://doi.org/10.1007/978-3-031-61778-2_9
Kang, D., & Sohn, S. Y. (2024). Green efficiency strategy considering cyclical relationships among CO2 emissions, green patents, and green bonds. Journal of Cleaner Production, 464, 142704. https://doi.org/10.1016/j.jclepro.2024.142704
Karim, R. (2023). Prospects and challenges of Islamic finance instruments for low-carbon energy transitions: a legal analysis from an energy justice perspective. Journal of Energy & Natural Resources Law, 41(2), 195–209. https://doi.org/10.1080/02646811.2023.2187550
Keshminder, J. S., Abdullah, M. S., & Mardi, M. (2022). Green sukuk – Malaysia surviving the bumpy road: performance, challenges and reconciled issuance framework. Qualitative Research in Financial Markets, 14(1), 76–94. https://doi.org/10.1108/QRFM-04-2021-0049
Khalili, S., Lopez, G., & Breyer, C. (2025). Role and trends of flexibility options in 100 % renewable energy system analyses towards the Power-to-X Economy. Renewable and Sustainable Energy Reviews, 212(June 2024), 115383. https://doi.org/10.1016/j.rser.2025.115383
Khan, A., Rabbani, M. R., Aljalahma, R., Tabassum, S., & Al-Hiyari, A. (2024). Demystifying the Trade-Off Debate in Financial Sustainability and Social Outreach and Ranking of Indian MFIs: A Bootstrap DEA Framework. Asia-Pacific Financial Markets. https://doi.org/10.1007/s10690-024-09488-1
Kuanova, L. (2025). Research trends in Sukuk studies : A bibliometric analysis of global academic publications. https://doi.org/10.21511/imfi.22(2).2025.27
Kumar, C. (2021). Public Performance & Management Review Impact of Contract Choice on the Public-Private Partnerships ’ Performance : A Tale of Two Contracts Impact of Contract Choice on the Public-Private Partnerships ’ Performance : A Tale of Two Contracts. Public Performance & Management Review, 44(6), 1239–1267. https://doi.org/10.1080/15309576.2021.1985537
Kusnawirawan, I., Syarkani, Y., Hernayati, H., & Waluyo, I. (2025). Safeguarding Investor Rights: OJK’s Regulatory Framework Including Management and Challenges in Indonesia’s Capital Market. Jurnal Multidisiplin Indonesia, 4(3), 193–201. https://doi.org/10.58344/jmi.v4i3.2243
Li, C., Sampene, A. K., Agyeman, F. O., Brenya, R., & Wiredu, J. (2022). The role of green finance and energy innovation in neutralizing environmental pollution: Empirical evidence from the MINT economies. Journal of Environmental Management, 317. https://doi.org/10.1016/j.jenvman.2022.115500
Li, S., Zhang, M., Hou, L., Gong, B., & Chen, K. (2024). A framework for cost-effectiveness analysis of greenhouse gas mitigation measures in dairy industry with an application to dairy farms in China. Journal of Environmental Management, 370, 122521. https://doi.org/10.1016/j.jenvman.2024.122521
Liu, D., Chang, Y., Yao, H., & Kang, Y. (2023). The impact of green fi nance on green economy development ef fi ciency : based on panel data of 30 provinces in China. November, 1–15. https://doi.org/10.3389/fenvs.2023.1328914
Liu, F. H. M., & Lai, K. P. Y. (2021). Ecologies of green fi nance : Green sukuk and development of green Islamic fi nance in Malaysia. 53(8), 1896–1914. https://doi.org/10.1177/0308518X211038349
Lokuwaduge, C. S. D. S., & Silva, K. M. De. (2022). ESG Risk Disclosure and the Risk of Green Washing. 16(1), 146–159.
Luo, Y., & Chen, Y. (2024). How does contractual governance affect construction project performance ? The mediating role of the contractor ’ s behavior. Journal of Asian Architecture and Building Engineering, 00(00), 1–19. https://doi.org/10.1080/13467581.2024.2396606
Ma, X., Zeng, B., Zhang, Y., Li, Y., & Liu, Z. (2015). Comprehensive Evaluation of Renewable Energy for Power Projects Based on CA-DEA Model. 2015 5th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT), 3, 1848–1853. https://doi.org/10.1109/DRPT.2015.7432548
Mahama, A. J., & Yakubu, I. N. (2025). Islamic Banks’ Investment in Green Sukuk and Sustainable Development in the UAE (pp. 87–100). https://doi.org/10.1007/978-3-031-80744-2_5
Mahomed, Z. (2024). Sustainable and responsible investment ( SRI ) Sukuk : lessons from Khazanah ’ s Sukuk Ihsan. 17(6), 1065–1081. https://doi.org/10.1108/IMEFM-05-2024-0219
Malek, R., Yang, Q., & Dhelim, S. (2024). Toward Sustainable Global Product Development Performance: Exploring the Criticality of Organizational Factors and the Moderating Influence of Global Innovation Culture. Sustainability, 16(10), 3911. https://doi.org/10.3390/su16103911
Maulidia, M., Dargusch, P., Ashworth, P., & Ardiansyah, F. (2019). Rethinking renewable energy targets and electricity sector reform in Indonesia: A private sector perspective. Renewable and Sustainable Energy Reviews, 101, 231–247. https://doi.org/10.1016/j.rser.2018.11.005
Mohamed Yusoff, N. Y., Ridzuan, A. R., Soseco, T., Wahjoedi, Narmaditya, B. S., & Ann, L. C. (2023). Comprehensive Outlook on Macroeconomic Determinants for Renewable Energy in Malaysia. Sustainability, 15(5), 3891. https://doi.org/10.3390/su15053891
Morea, D., & Poggi, L. A. (2017). An innovative model for the sustainability of investments in the wind energy sector: The use of green sukuk in an Italian case study. International Journal of Energy Economics and Policy, 7(2), 53–60. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017593750&partnerID=40&md5=38ade31baf03c4636c12c4b06d2cd954
Morshed, A. (2025). Sustainable energy revolution : green fi nance as the key to the Arab Gulf States ’ future. https://doi.org/10.1108/IJESM-10-2024-0007
Moxey, A., Smyth, M., Taylor, E., Williams, A. P., Centre, C. C., & Dg, K. (2021). Land Use Policy Barriers and opportunities facing the UK Peatland Code : A case-study of blended green finance. Land Use Policy, 108(June), 105594. https://doi.org/10.1016/j.landusepol.2021.105594
Kasim, N., Htay, S. N. N., & Salman, S. A. (2014). Proposed approach for best practices of Shari’ah corporate governance in the Malaysian Islamic capital market. Research Journal of Applied Sciences, Engineering and Technology, 8(20), 2146–2149. https://doi.org/10.19026/rjaset.8.1211
Nguyen, H. T., Hang, M., & Truong, C. (2023). Journal of Behavioral and Experimental Finance Leadership in a pandemic : Do more able managers keep firms out of trouble ? ✩. Journal of Behavioral and Experimental Finance, 37, 100781. https://doi.org/10.1016/j.jbef.2022.100781
Niyazbekova, S., Akmatova, A., Karabaeva, K., Osmonova, A., & Mirzaeva, A. (2024). Instruments for financing environmental projects during the global energy transition. International Journal of Energy Economics and Policy, 14(6), 1495– 1500. https://doi.org/10.32479/ijeep.17166
Noordin, N. H., & Haron, S. N. (2018). Complying with the requirements for issuance of SRI sukuk : the case of Khazanah ’ s Sukuk Ihsan. 9(3), 415–433. https://doi.org/10.1108/JIABR-02-2016-0024
Norgren, E., & Stankeviciene, J. (2024). Systematic literature review on the methodological approaches of the efficiency of green investment in renewable energy-based development. Journal of Sustainable Finance & Investment, 14(1), 30–46. https://doi.org/10.1080/20430795.2022.2081403
Nurzahira, S., Tahrim, C., Muhammad, M. Z., Syakir, M., Rosdi, M., Nor, M., & Yusoff, H. (2019). The Revival of Mudharabah Contract : A Proposed Framework. 10(2), 70–73. https://doi.org/10.5430/rwe.v10n2p70
Okpalajiaku, C. C., & Harcourt, P. (2021). The economic prospects for renewable energy investment in Nigeria . 2021 IEEE PES/IAS PowerAfrica, 1–5. https://doi.org/10.1109/PowerAfrica52236.2021.9543439
Pirgaip, B., & Arslan-Ayaydin, O. (2024). Exploring the greenium in the green Sukuk universe: evidence from the primary market. International Journal of Islamic and Middle Eastern Finance and Management, 17(3), 423–440. https://doi.org/10.1108/IMEFM-05-2023-0186
Putri, R. W., Putri, Y. M., Davey, O., & Sabatira, F. (2023). GREEN BONDS IN INDONESIA : SYNERGY BETWEEN BANK INDONESIA AND. 2(2), 199–220.
Raeni, R., Thomson, I., & Frandsen, A.-C. (2022). Mobilising Islamic Funds for Climate Actions: From Transparency to Traceability. Social and Environmental Accountability Journal, 42(1–2), 38–62. https://doi.org/10.1080/0969160X.2022.2066553
Rahim, R., Rabbani, M. R., Rathore, H. S., & Alam, M. N. (2024). Maqasid Al-Shariah and Green Finance : A Theoretical Framework on Islamic Finance with Sustainable Development Goals for a Greener Future. 2024 International Conference on Sustainable Islamic Business and Finance (SIBF), 255–261. https://doi.org/10.1109/SIBF63788.2024.10883847
Rao, H., Chen, D., Shen, F., & Shen, Y. (2022). Can green bonds stimulate green innovation in enterprises? Evidence from China. Sustainability, 14(23), 15631. https://doi.org/10.3390/su142315631
Rao, T., & Mustapa, S. I. (2021). A review of climate economic models in Malaysia. Renewable and Sustainable Energy Reviews, 136, 110395. https://doi.org/10.1016/j.rser.2020.110395
Rifansyah, M., & Hakam, D. F. (2024). Techno economic study of floating solar photovoltaic project in Indonesia using RETscreen. Cleaner Energy Systems, 9, 100155. https://doi.org/10.1016/j.cles.2024.100155
Rose, P. (2025). Corporate sustainable finance. Law and Political Economy Project, 6(0), 1–35. https://doi.org/10.5070/LP60065155
Rozman, A. T., & Azmi, and N. A. (2022). Green Sukuk , Environmental Issues and Strategy Green Sukuk , Environmental Issues and Strategy. https://doi.org/10.1088/1755-1315/1067/1/012085
Ruan, W., Guo, Z., Yang, J., Gao, L., Dong, Y., & Liu, Q. (2024). Assessing the progress toward achieving energy and climaterelated sustainable development goals under four global energy transition outlooks. Sustainable Development, 32(4), 3695–3707. https://doi.org/10.1002/sd.2873
Rusydiana, A. S., & Rosadhillah, V. K. (2025). Ef fi ciency of renewable energy for sustainable development : empirical evidence in OIC countries. https://doi.org/10.1108/IJESM-09-2024-0055
Sajjad, S., Bhuiyan, R. A., Dwyer, R. J., Bashir, A., & Zhang, C. (2024). Balancing prosperity and sustainability: unraveling financial risks and green finance through a COP27 lens. Studies in Economics and Finance, 41(3), 545–570. https://doi.org/10.1108/SEF-06-2023-0353
Sealey, C. W., & Lindley, J. T. (1977). INPUTS, OUTPUTS, AND A THEORY OF PRODUCTION AND COST AT DEPOSITORY FINANCIAL INSTITUTIONS. The Journal of Finance, 32(4), 1251–1266. https://doi.org/10.1111/j.1540-6261.1977.tb03324.x
Setiawan, R. A., & Suwandaru, A. (2024). Risk of Islamic securities ( SUKUK ) and a proposed reforms for development : the Indonesian experience. Journal of Sustainable Finance & Investment, 0795, 1–20. https://doi.org/10.1080/20430795.2024.2337359
Setiawan, R. adetio. (2024). THE FUTURE OF ISLAMIC BANKING AND FINANCE.
Setyowati, A. B. (2023). Governing sustainable finance: insights from Indonesia. Climate Policy, 23(1), 108–121. https://doi.org/10.1080/14693062.2020.1858741
Shahrul, M., & Ishak, I. (2021). Equity-based Islamic crowdfunding in Malaysia : a potential application for mudharabah. 13(2), 183–198. https://doi.org/10.1108/QRFM-03-2020-0024
Shahrul, M., Ishak, I., Aderemi, A. M. R., Kamaruzaman, N. R., & Mahyudin, M. I. (2025). Mudharabah instrument via an integrated waqf – equity crowdfunding model for sustainable blended financing in malaysia. 30(2).
Sneideriene, A., & Legenzova, R. (2025). Research in International Business and Finance Greenwashing prevention in environmental , social , and governance ( ESG ) disclosures : A bibliometric analysis. Research in International Business and Finance, 74, 102720. https://doi.org/10.1016/j.ribaf.2024.102720
Suaidi, S. (2025). Bridging Institutional and Regulatory Gaps: Enhancing Sharia Compliance in Islamic Financial Institutions in Indonesia. El-Uqud: Jurnal Kajian Hukum Ekonomi Syariah, 3(1), 23–39. https://doi.org/10.24090/eluqud.v3i1.13288
Surachman, E. N., Hermawan, R. P., Handayani, D., & Astuti, E. (2022). Evaluation of Sovereign Sukuk as a government fi nancing instrument with stakeholder theory : a moving forward policy from Indonesia ’ s experience. 14(2), 315–338. https://doi.org/10.1108/JIABR-03-2022-0066
Tan, K. M., Kamarudin, F., Bany-ariffin, A. N., & Rahim, N. A. (2013). Investigation on firm efficiency : evidence from selected Asia-Pacific countries. 1957. https://doi.org/10.1108/BIJ-06-2017-0145
Testa, F., Iraldo, F., & Frey, M. (2011). Environmental regulation and competitive performance : new evidence from a sectoral study Environmental regulation and competitive performance : new evidence from a sectoral study. 4509. https://doi.org/10.1080/13504509.2011.578678
Thomas, G., Demski, C., & Pidgeon, N. (2020). Energy Research & Social Science Energy justice discourses in citizen deliberations on systems fl exibility in the United Kingdom : Vulnerability , compensation and empowerment. Energy Research & Social Science, 66(May 2019), 101494. https://doi.org/10.1016/j.erss.2020.101494
Torabi, S. A., & Hassini, E. (2009). Multi-site production planning integrating procurement and distribution plans in multi-echelon supply chains: an interactive fuzzy goal programming approach. International Journal of Production Research, 47(19), 5475–5499. https://doi.org/10.1080/00207540801905460
Tsolas, I. E. (2020). Benchmarking wind farm projects by means of series two-stage DEA. Clean Technologies, 2(3), 365–376. https://doi.org/10.3390/cleantechnol2030022
Ulfah, I. F., Sukmana, R., & Laila, N. (2024). A structured literature review on green sukuk ( Islamic bonds ): implications for government policy and future studies. 1118–1133. https://doi.org/10.1108/JIABR-10-2022-0255
Ulfah, I. F., Sukmana, R., Laila, N., & Sulaeman, S. (2024). A structured literature review on green sukuk (Islamic bonds): implications for government policy and future studies. Journal of Islamic Accounting and Business Research, 15(7), 1118–1133. https://doi.org/10.1108/JIABR-10-2022-0255
Utami, D. E. (2025). Three-way interaction moderation model of legal origin in strengthening the role of fi rm characteristics in choice of sukuk type. 16(2), 305–320. https://doi.org/10.1108/JIABR-11-2022-0308
De Villiers, A., & Vermeulen, H. J. (2017). Sector performance monitoring in utility-scale solar farms using data envelopment analysis. Proceedings of the Southern African Universities Power Engineering Conference (SAUPEC), 192–197.
Vitti, M., Facchini, F., & Mummolo, G. (2024). Assessing the decarbonisation potential of waste-to-hydrogen routes in the energy transition phase : An environmental analytical model. Journal of Cleaner Production, 457(April), 142345. https://doi.org/10.1016/j.jclepro.2024.142345
Voudouris, I., Lioukas, S., Iatrelli, M., & Caloghirou, Y. (2012). Effectiveness of technology investment: Impact of internal technological capability, networking and investment’s strategic importance. Technovation, 32(6), 400–414. https://doi.org/10.1016/j.technovation.2012.04.001
Vyas, G. S., & Jha, K. N. (2017). Benchmarking green building attributes to achieve cost effectiveness using a data envelopment analysis. Sustainable Cities and Society, 28, 127–134. https://doi.org/10.1016/j.scs.2016.08.028
Wang, L.-W., Le, K.-D., & Nguyen, T.-D. (2019). Assessment of the Energy Efficiency Improvement of Twenty-Five Countries: A DEA Approach. Energies, 12(8), 1535. https://doi.org/10.3390/en12081535
Wang, R., Duan, Y., & Li, D. (2025). Beyond scale to efficiency : a dual ‑ perspective framework for green finance in China. In Discover Sustainability. Springer International Publishing. https://doi.org/10.1007/s43621-025-01354-y
Wang, S., Sun, L., & Iqbal, S. (2022). Green financing role on renewable energy dependence and energy transition in E7 economies. Renewable Energy, 200, 1561 – 1572. https://doi.org/10.1016/j.renene.2022.10.067
Wang, Z., & Wang, X. (2022). Research on the impact of green finance on energy efficiency in different regions of China based on the DEA-Tobit model. Resources Policy, 77, 102695. https://doi.org/10.1016/j.resourpol.2022.102695
Warren, P. (2019). The role of climate finance beyond renewables: demand-side management and carbon capture, usage and storage. Climate Policy, 19(7), 861 – 877. https://doi.org/10.1080/14693062.2019.1605330
Wing, C., & Zhong, J. (2015). Construction of a responsible investment composite index for renewable energy industry. 51, 288–303. https://doi.org/10.1016/j.rser.2015.05.071
Zain, N. S. (2020). An exploratory study on Musharakah SRI Sukuk for the development of Waqf properties / assets in Malaysia. 12(3), 301–314. https://doi.org/10.1108/QRFM-09-2018-0099
Zanou, B., Bellas, C., & Skourtos, M. (2010). Implementation of the European Water Framework Directive: procedures and a simple model for the identification of the most cost-effective measures in eutrophicated catchments. Water Policy, 12(3), 369–380. https://doi.org/10.2166/wp.2009.120
Zhang, J., Yang, G., Ding, X., & Qin, J. (2024). Can green bonds empower green technology innovation of enterprises ? Environmental Science and Pollution Research, 31(7), 10032–10044. https://doi.org/10.1007/s11356-022-23192-5
Zhang, K.-C., Safi, A., Kchouri, B., Banerjee, A., & Wang, L. (2024). The three greens: Innovation, finance, and taxes—Performance analysis and future implications. Journal of Innovation and Knowledge, 9(4). https://doi.org/10.1016/j.jik.2024.100627
Zhang, X., Liu, W., Feng, Q., & Zeng, J. (2024). Multi-objective optimization of the spatial layout of green infrastructures with cost-effectiveness analysis under climate change scenarios. Science of The Total Environment, 948, 174851. https://doi.org/10.1016/j.scitotenv.2024.174851
Zhu, C., Xi, X., & Goh, M. (2024). Differential game analysis of joint emission reduction decisions under mixed carbon policies and CEA. Journal of Environmental Management, 358, 120913. https://doi.org/10.1016/j.jenvman.2024.120913

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright (c) 2026 Sri Ulfa, Tri Wahyuningsih, Rani Surya Resiana
