Peer Review Report For: Mapping the Global Landscape of Sustainable Venture Capital: A Bibliometric Analysis of Research Evolution and Collaboration Networks [version 1; peer review: 1 approved with reservations]
サステナブル・ベンチャーキャピタルのグローバルな展望のマッピング：研究の進化と共同ネットワークの計量書誌学的分析 (AI 翻訳)
Hasni Dyah Kurniawati, Saefudin Saefudin, Fernando J Parera, Nurlyana Puspitasari, Florentina Ika Krisna Puspitasari, Nurul Fatha Rani, Dhiny Diyah Pradipta
🤖 gxceed AI 要約
日本語
本研究は、Scopusデータベース（2002〜2025年）を用いた計量書誌学分析により、サステナブル・ベンチャーキャピタル（VC）研究の進化と国際共同ネットワークを体系的にマッピングした。中国、米国、英国を中心とした国際共同研究が持続可能なイノベーションを牽引し、理論的進化、長期政策・経済枠組み、グリーン起業と持続可能技術へのVCの役割という3つの主要クラスターを特定した。DeFiや機械学習などの新興テーマは未開拓であり、今後の研究課題を示した。
English
This study uses bibliometric analysis of Scopus data (2002-2025) to systematically map the evolution and international collaboration networks of sustainable venture capital (VC) research. It finds that international collaboration, particularly among China, the US, and the UK, drives sustainable innovation, and identifies three main clusters: theoretical evolution of VC, long-term policy and economic frameworks, and VC's role in green entrepreneurship and sustainable technology. Emerging themes like DeFi and machine learning remain underexplored, suggesting future research directions.
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、GX投資やスタートアップ支援が政策課題となる中、サステナブルVCの研究動向を俯瞰する本分析は、国内の投資エコシステムやSSBJ開示に対応する投資家の視点を整理する上で参考になる。特に、国際共同研究の重要性や未開拓テーマ（DeFi、ML）は、日本の研究・実務の方向性を示唆する。
In the global GX context
Globally, this bibliometric mapping provides a structured overview of sustainable VC research, relevant to transition finance and ESG investing discourse. It highlights the leading role of international collaboration and identifies gaps in emerging areas like DeFi and machine learning, which are increasingly relevant to climate finance and disclosure infrastructure. The study offers a foundation for researchers and policymakers to align VC with sustainability goals.
👥 読者別の含意
🔬研究者:Provides a systematic map of sustainable VC research, identifying key clusters and gaps for future studies.
🏢実務担当者:Offers insights into the global landscape of sustainable VC, useful for aligning investment strategies with sustainability trends.
🏛政策担当者:Highlights the role of international collaboration and emerging themes, informing policies to foster sustainable entrepreneurship.
📄 Abstract（原文）
Research background In recent decades, venture capital (VC) has increasingly incorporated sustainability principles, reflecting the global shift toward environmentally and socially responsible investment. The alignment of VC with sustainability goals responds to the climate crisis, technological transformation, and social expectations for ethical finance. However, research on the VC–sustainability nexus remains fragmented across disciplines, requiring systematic mapping to clarify key trends and research gaps. This study aims to map the global evolution of VC research within the context of sustainability. It identifies publication trends, collaboration patterns, main thematic clusters, and emerging research areas to provide an integrated understanding of this growing field. Methods A mixed-methods bibliometric analysis was conducted using data retrieved from the Scopus database for the period 2002–2025. Analytical tools including RStudio and VOSviewer were applied to examine publication dynamics, co-authorship networks, and conceptual structures. The SPAR-4-SLR protocol was adopted to ensure methodological transparency and rigor. Discussion Results show that international collaboration—particularly among China, the United States, and the United Kingdom—drives sustainable innovation in the VC ecosystem. Three main clusters were identified: the theoretical evolution of VC, long-term policy and economic frameworks, and VC’s role in green entrepreneurship and sustainable technology. Research on emerging themes such as decentralized finance (DeFi), machine learning, and risk modeling remains limited. This study adds value by offering a systematic overview of the intellectual landscape and highlighting future research directions to strengthen VC’s contribution to global sustainability.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.5256/f1000research.199149.r504846first seen 2026-08-15 05:00:01
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