Energy transition, digitalization, financial development, and human capital shape pathways to carbon neutrality in South Asia
エネルギー転換、デジタル化、金融発展、人的資本が南アジアのカーボンニュートラルへの経路を形成する (AI 翻訳)
Rongwu Zhang, Umme Habiba, M. A. Sarwar, Sarah A. Alzakari, A. Alhussan
🤖 gxceed AI 要約
日本語
本研究は南アジアにおける炭素排出の主要因を、エネルギー転換、デジタル化、金融発展、人的資本に焦点を当てて分析。2000～2023年のパネルデータとCS-ARDLモデルを用い、金融発展がエネルギー転換とデジタル化の環境効果を促進する負の調整効果を発見。エネルギー転換、デジタル化、人的資本は排出削減に寄与する一方、金融発展は排出増加要因となる。
English
This study examines determinants of carbon emissions in South Asia (2000-2023) using CS-ARDL. It finds that financial development negatively moderates the effects of energy transition and digitalization, enhancing their environmental benefits. Energy transition, digitalization, and human capital significantly reduce emissions, while financial development increases them.
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
南アジアを対象とした研究だが、金融発展がクリーンエネルギー効果を増幅するメカニズムは、日本のGX投資戦略にも示唆を与える。日本企業が新興国で展開する際の参考となる。
In the global GX context
This paper provides empirical evidence on how financial development can amplify the emissions-reducing effects of energy transition and digitalization. It contributes to the global discussion on enabling factors for decarbonization in developing regions, relevant for international climate finance and technology transfer.
👥 読者別の含意
🔬研究者:Offers a robust CS-ARDL approach and novel moderation effect of financial development on energy transition and digitalization.
🏢実務担当者:Highlights the importance of integrating financial sector development with clean energy investments in emerging markets.
🏛政策担当者:Suggests that policies promoting financial development can enhance the environmental benefits of energy transition and digitalization in South Asia.
📄 Abstract（原文）
This study examines the key determinants of carbon emissions (COE) in South Asia, focusing on energy transition (ENT), digitalization (DIG), financial development (FDT), and human capital (HCT). Using panel data from 2000 to 2023 and the cross-sectional autoregressive distributed lag (CS-ARDL) model, it offers novel insights into both direct and moderating effects. A major finding is that FDT negatively moderates the effects of ENT and DIG on COE, implying that financial development plays a crucial role in enhancing the environmental benefits of clean energy and digital technologies. ENT, DIG, and HCT are found to reduce COE significantly in both the short and long term, while FDT contributes to higher emissions. These results have important implications for achieving Sustainable Development Goals (SDGs) 7, 9, and 13 and advancing COP28-aligned carbon neutrality. The study underscores the importance of green finance, digital and renewable energy expansion, and human capital development as key drivers for emissions reduction and sustainable growth in South Asia. Supplementary Information The online version contains supplementary material available at 10.1038/s41598-026-39792-x.
🔗 Provenance — このレコードを発見したソース
- semanticscholar https://doi.org/10.1038/s41598-026-39792-xfirst seen 2026-05-15 21:11:24
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