途上国における環境持続可能性に対する再生可能エネルギー移行・金融発展・金融包摂の効果
Renewable energy transition, financial development, and financial inclusion effects on environmental sustainability in developing economies (原題)
Nana Aishah Abdurrazzaaq, Jide Oladipo
🤖 gxceed AI 要約
日本語
途上国30カ国・2011〜2025年のパネルデータを用い、再エネ移行・金融発展・金融包摂が環境持続可能性に与える動的かつ異質な影響を分析。再エネ移行は長期的に炭素強度を低減し、高排出国で効果が大きい。金融包摂は重要な条件付け要因であり、閾値を超えると再エネ・金融深化の環境便益が顕著になる。
English
Using a 450-observation panel of 30 developing economies (2011-2025), this study examines how renewable energy transition, financial development, and financial inclusion affect environmental sustainability. Renewable transition lowers carbon intensity long-term, with stronger effects in high-emission economies. Financial inclusion is a key conditioning factor: environmental benefits of renewables and financial deepening intensify beyond a critical access threshold.
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
日本企業にとって直接の開示規制接点は薄いが、途上国での再エネ事業・トランジション金融の展開先評価や、金融包摂を条件とした脱炭素投資の設計に示唆を与える。SSBJ/有報対応というより、海外事業ポートフォリオのリスク評価材料として有用。
In the global GX context
Adds empirical evidence to the global debate on how financial inclusion conditions the climate benefits of transition finance, relevant to blended-finance and just-transition discussions under ISSB/CSRD-adjacent frameworks. It supports the case that disclosure of financial-access metrics can sharpen transition-risk assessment in emerging markets.
👥 読者別の含意
🔬研究者:動学的パネル手法とML検証を組み合わせ、金融包摂の閾値効果を識別した実証設計が参考になる。
🏢実務担当者:途上国での再エネ・金融事業の投資判断で、金融包摂水準を条件とした便益評価に活用できる。
🏛政策担当者:金融包摂の拡大が再エネ移行の環境効果を強めるため、金融アクセス政策と脱炭素政策の統合が有効。
📄 Abstract（原文）
Abstract The transition to low-carbon development remains a central challenge for developing economies, particularly in the context of uneven financial access and ongoing structural transformation. This study examines the dynamic and heterogeneous relationships between renewable energy transition, financial development, financial inclusion, and environmental sustainability across 30 developing economies over the period 2011–2025. Using a balanced panel of 450 observations, the analysis integrates cross-sectionally augmented ARDL, two-step System-GMM, panel quantile regression, panel threshold modelling, and explainable gradient boosting with SHAP validation to address endogeneity, heterogeneity, and nonlinear policy dynamics. The results consistently indicate that renewable energy transition reduces carbon intensity in the long run, with stronger effects observed in high-emission economies. Financial development also contributes to improved environmental efficiency once dynamic persistence is accounted for. Importantly, financial inclusion emerges as a key conditioning factor: both interaction and threshold results suggest that the environmental benefits of renewable energy and financial deepening vary with the level of financial access and become more pronounced beyond a critical threshold. Control variables support environmental Kuznets curve dynamics, as higher income improves emission efficiency, while industrialisation and trade openness increase environmental pressure. The machine-learning results provide complementary predictive validation and highlight the relevance of nonlinear interaction effects. Overall, the findings identify financial inclusion as a critical policy lever linking energy transition and sustainable finance, offering actionable insights for developing economies pursuing low-carbon growth.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.1186/s43093-026-00970-yfirst seen 2026-09-28 05:14:53
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