Systematic literature review of sustainable islamic finance using bibliometric and topic modeling approaches
計量書誌学とトピックモデリングを用いた持続可能なイスラム金融の系統的文献レビュー (AI 翻訳)
Norhidayah Abu Bakar, Mohammad Abdullah, Z. Sulong
🤖 gxceed AI 要約
日本語
本研究は、持続可能なイスラム金融に関する文献を体系的にレビューし、計量書誌学とトピックモデリングを用いて主要テーマを特定した。5つの主要テーマ（社会的金融、ガバナンス、グリーン金融、法制度、シャリーアと業績の関連）を抽出し、標準化された持続可能性指標の欠如や規制調和の課題を指摘。将来の研究方向性を示す。
English
This study systematically reviews the literature on sustainable Islamic finance using bibliometric analysis and topic modeling. It identifies five dominant themes: Islamic social finance, governance and CSR, green finance, legal frameworks, and Shari'ah governance-performance link. It highlights challenges in standardizing sustainability metrics and regulatory harmonization, and provides a roadmap for future research.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本ではイスラム金融の市場規模は小さいが、サステナブルファイナンスの枠組み構築やESG投資の多様化という観点で参考になる。特に、宗教的倫理と持続可能性の統合は、日本の企業統治やステークホルダー資本主義の議論と比較する価値がある。
In the global GX context
This paper contributes to global GX scholarship by examining how Islamic finance aligns with sustainability agendas, offering insights into alternative ethical finance models. It underscores the need for standardized sustainability metrics and regulatory harmonization, relevant to ISSB and CSRD discussions on global disclosure standards.
👥 読者別の含意
🔬研究者:Provides a structured overview of sustainable Islamic finance research themes and gaps, useful for scholars exploring ethical finance and sustainability.
🏢実務担当者:Offers insights into how Islamic finance institutions can align with sustainability frameworks, potentially informing product innovation and disclosure practices.
🏛政策担当者:Highlights regulatory and standardization challenges in integrating Islamic finance with global sustainability agendas, relevant for financial regulators.
📄 Abstract（原文）
This study aims to systematically review the emerging literature on sustainable Islamic finance, examining its theoretical foundations, governance structures, ethical frameworks and applications in social, environmental and financial domains. It seeks to identify key research themes, gaps and future directions to better align Islamic finance practices with global sustainability agendas. The study adopts a systematic literature review combined with bibliometric analysis and topic modeling techniques. Bibliometric mapping was used to identify publication trends, influential authors and collaborative networks. Topic modeling helped uncover hidden thematic structures across the literature. A rigorous inclusion-exclusion protocol ensured a comprehensive and unbiased review of peer-reviewed articles indexed in Scopus, providing both qualitative and quantitative insights into the evolution of sustainable Islamic finance research. The review highlights five dominant themes: Islamic social finance and humanitarian funding, governance and corporate social responsibility, green and sustainable finance, legal frameworks and Shari’ah compliance and the link between Shari’ah governance and financial performance. While Islamic finance demonstrates strong ethical underpinnings, challenges persist in implementing standardized sustainability metrics, regulatory harmonization and the integration of Islamic finance tools in climate action and humanitarian initiatives. This study highlights the need for standardized sustainability frameworks, greater innovation in Islamic financial products and enhanced alignment between Shari'ah compliance and performance outcomes. It provides a roadmap for future research to strengthen the sector’s contribution to global sustainability challenges. This paper is among the first to apply bibliometric and topic modeling approaches to sustainable Islamic finance. It offers theoretical contributions grounded in Maqasid al-Shari’ah and provides actionable insights for policymakers, regulators and financial institutions seeking to enhance the sector’s role in fostering inclusive and sustainable economic development.
🔗 Provenance — このレコードを発見したソース
- semanticscholar https://doi.org/10.1108/jiabr-09-2025-0614first seen 2026-08-09 05:45:21
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gxceed は公開メタデータに基づく研究支援データセットです。要約・翻訳・解説は AI 支援で生成されています。 最終的な解釈・検証は利用者が原典資料に基づいて行うことを前提とします。