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Evaluating the role of climate variability and socio-economic determinants in shaping community-based climate actions for sustainable development in Pakistan

パキスタンの持続可能な開発のためのコミュニティベースの気候行動における気候変動と社会経済的要因の役割の評価 (AI 翻訳)

Mushab Rashid, Razia Sultana, Aqil Waqar Khan, Afshan Ali, Ishfaq Ahmad, Anwar Khan, Kamran Azam, Khalid Zaman

Asian Journal of Water Environment and Pollution📚 査読済 / ジャーナル2026-05-18#気候リスク
DOI: 10.36922/ajwep026100056
原典: https://doi.org/10.36922/ajwep026100056

🤖 gxceed AI 要約

日本語

1990年から2022年のパキスタンのコミュニティ気候行動を分析。所得と清潔な水へのアクセスは短期的に行動を促進するが、CO2排出と気候変動は長期的に制約する。因果関係も確認。

English

This study analyzes community-based climate actions in Pakistan from 1990-2022 using ARDL and Granger causality. Income and clean water access promote actions in the short run, while carbon emissions and climate variability constrain them in the long run. Unidirectional causality from income and water to action.

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

パキスタンの事例だが、日本のODAや適応協力の文脈で参考になる。地域コミュニティの気候レジリエンス向上策として、社会経済要因の考慮が重要と示唆。

In the global GX context

Provides empirical evidence on socio-economic drivers of community climate action in a developing country context. Relevant for global adaptation policy and sustainable development goals, though not directly linked to corporate disclosure or transition finance.

👥 読者別の含意

🔬研究者:Offers empirical findings on socio-economic determinants of community climate actions, useful for scholars in climate adaptation and development.

🏢実務担当者:Highlights the importance of income and water access in enabling community climate initiatives, valuable for NGOs and local governments.

🏛政策担当者:Emphasizes integrating economic development with climate adaptation, providing evidence for national adaptation plans and international cooperation.

📄 Abstract（原文）

Climate unpredictability threatens sustainable development and the lives of local communities in Pakistan. Empirical knowledge of how socio-economic factors affect community-based climate efforts is sparse. The study examines Pakistan’s community-based climate change initiatives from 1990 to 2022 and their environmental and socio-economic impacts. The study examined community engagement and a range of influencing factors, including carbon dioxide emissions, gross domestic product (GDP) per capita, potable water availability, precipitation, temperature change, and their interaction effects. The results of the autoregressive distributed lag model indicate that a country’s per capita income and access to clean water promote community-based initiatives in the short run. Increasing carbon emissions and climatic variability constrain these efforts in the long run. Granger causality tests indicate unidirectional relationships between income, clean water, and community climate action. The study emphasizes integrating environmental management with socio-economic development to achieve local climate resilience. It also offers policymakers sustainable community adaptation strategies to minimize the climate-induced risks in vulnerable communities.

🔗 Provenance — このレコードを発見したソース

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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。