Green sukuk and FinTech as drivers of environmental finance efficiency in Islamic economies: Evidence from Malaysia, Indonesia, and the UAE (2010–2024)

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Type of the article: Research Article

Abstract
For sustainable development to be achieved, financial systems must be in place that can channel financial resources more efficiently into sectors that positively impact the environment. This study aims to examine whether the development of both green sukuk and financial technology increases environmental finance efficiency in Malaysia, Indonesia, and the UAE. A balanced panel dataset of 45 country-years from 2010 to 2024 is employed in this study. Fixed effects and dynamic system generalized method of moments estimators are used to estimate the model based on secondary data from various sources such as the World Bank, International Monetary Fund’s Financial Access Survey, United Nations Conference on Trade and Development, Environmental Performance Index, Climate Bonds Initiative, Refinitiv, and Bloomberg. The study finds that both green sukuk and financial technology have a positive and significant impact on environmental finance efficiency in Malaysia, Indonesia, and the UAE, and that financial technology enhances the efficiency effect of green sukuk in Malaysia and other Islamic economies in general. In Malaysia, the highest efficiency effect comes from the sukuk market depth, while in the UAE, it comes from financial technology development. In Indonesia, it comes from both financial deepening and financial technology development. The study suggests that financial technology and green sukuk are complementary in driving environmental finance efficiency in Islamic economies.

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    • Figure 1. Conceptual model
    • Table 1. Descriptive statistics and measurement units for all variables
    • Table 2. Country-level descriptive results (2010–2024; averages across years)
    • Table 3. Fixed effects estimates of environmental finance efficiency (EFE) (2010–2024)
    • Table 4. Dynamic system GMM estimates of environmental finance efficiency (EFE) (2010–2024)
    • Table 5. Country-specific coefficients for green sukuk and FinTech on EFE (2010–2024)
    • Table 6. Sub-period estimates for green sukuk and FinTech on EFE (Pre-2017/18 vs Post-2017/18)
    • Table A1. Main data sources and variable-source mapping
    • Table B1. Country-level World Bank indicator links
    • Table C1. Country-level green sukuk and national source links
    • Conceptualization
      Mohammed Othman
    • Data curation
      Mohammed Othman
    • Formal Analysis
      Mohammed Othman
    • Funding acquisition
      Mohammed Othman
    • Investigation
      Mohammed Othman
    • Methodology
      Mohammed Othman
    • Resources
      Mohammed Othman
    • Software
      Mohammed Othman
    • Validation
      Mohammed Othman
    • Visualization
      Mohammed Othman
    • Writing – original draft
      Mohammed Othman
    • Writing – review & editing
      Mohammed Othman