気候変動、金融、不確実性が持続可能な開発に与える影響：南アジアにおけるESG指標の役割
Climate Change, Finance, and Uncertainty Effects on Sustainable Development: The Role of ESG Indicators in South Asia (原題)
Rehan Aftab, Mansoor Mushtaq, Hassan Raza, Beenish Kayani, Omer Khan
🤖 gxceed AI 要約
日本語
南アジア諸国を対象に、気候変動・気候資金・気候不確実性が持続可能な開発に与える影響を、ESG指標の調整効果を考慮して分析。2000〜2023年のデータを用い、PMG-ARDLモデルとPCAによるESG指標構築を実施。気候変動と不確実性は持続可能な開発に負の影響を与え、気候資金の効果はガバナンスの悪さで減殺されることを示した。
English
This study examines the impact of climate change, climate finance, and climate uncertainty on sustainable development in South Asian countries, considering the moderating role of ESG indicators. Using data from 2000-2023 and PMG-ARDL models, it finds that climate change and uncertainty negatively affect sustainable development, and that climate funds fail to achieve targets due to poor governance. ESG indices are constructed via PCA.
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SSBJ開示やESG投資が進むが、新興国の気候資金ガバナンスとESG指標の有効性を示す本稿は、日本の投資家や政策担当者が南アジアへの投資判断や支援策を検討する際の参考になる。
In the global GX context
This paper contributes to global discourse on climate finance effectiveness and ESG frameworks in developing regions, highlighting governance challenges that undermine climate funds. It offers insights for international investors and policymakers focusing on South Asia, complementing ISSB and TCFD-aligned disclosure discussions.
👥 読者別の含意
🔬研究者:Provides empirical evidence on the moderating role of ESG in the climate-sustainability nexus in South Asia, useful for comparative studies.
🏢実務担当者:Highlights the importance of governance and ESG integration for effective climate finance utilization, relevant for multinational companies operating in South Asia.
🏛政策担当者:Suggests that streamlining climate finance and implementing ESG frameworks are crucial for achieving SDGs in South Asia, informing policy design.
📄 Abstract（原文）
ABSTRACT This paper examines the impact of climate change, climate finance and climate uncertainty on sustainable development while considering the moderating role of ESG factors. Using data ranging between 2000 and 2023 for South Asian countries facing global warming challenges, this study employs multiple diagnostic tests leading to the application of PMG‐ARDL short‐ and long‐term models. Additionally, ESG indicators are measured using constructed indices through PCA analysis based on unsupervised machine learning approach. The finding reveals that climate change and climate uncertainty negatively affect sustainable development, showing that environmental degradation and climate unpredictability undermine long‐term development. Despite having climate funds to cope with the challenges posed by climatic changes, South Asian countries fail to achieve sustainable development targets due to bad governance. Policy makers can streamline the use of climate finance for attainment of SDGs targets. New structural reforms in terms of utilizing climate finance and implementing ESG frameworks are indispensable to deal with climatic changes and uncertainties. This work is a progressive study, which uniquely examines climatic changes and climate finance effect on sustainable development of South Asian countries. It also distinctively analyzes the role of ESG indicators between the climate‐sustainability nexus. Methodologically, it is novel in construction of ESG indices for sample countries.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.1002/sd.71553first seen 2026-09-04 05:01:31
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