← 論文一覧に戻る

産業エネルギー転換におけるグリーンファイナンスとAIの相乗的役割:チュニジアのエネルギー多消費工場のケーススタディ

Exploring the synergistic role of green finance and AI in the industrial energy transition: a case study of a Tunisian energy-intensive plant (原題)

Hamdi Khalfaoui, Ameni Trabelsi

Qualitative Research in Financial Markets📚 査読済 / ジャーナル2026-10-07#AI×ESGOrigin: Global経営インパクト: 資金調達対象セクター: manufacturing
DOI: 10.1108/qrfm-04-2026-0183
原典: https://doi.org/10.1108/qrfm-04-2026-0183

🤖 gxceed AI 要約

日本語

チュニジアのエネルギー多消費型タバコ工場を対象に、グリーンファイナンスとAIが気候リスクとエネルギー転換の関係をどう補完し合うかを質的ケーススタディで分析。経営層・技術者30名へのインタビューと外部機関データの三角検証により、気候危機への高い認識と実行の間に「認識・実行ギャップ」が存在することを明らかにした。技術的老朽化、資金障壁、人材スキル不足が実装を阻害し、グリーンファイナンスとAIは相互依存的イネーブラーとして理論的経路を示すものの、局所要因に強く制約されることを示唆する。

English

A qualitative case study of a Tunisian energy-intensive tobacco plant examines how green finance and AI can jointly enable the industrial energy transition. Based on 30 interviews and triangulated institutional data, it reveals a significant 'awareness-implementation gap': strong climate awareness but stalled execution due to technological obsolescence, financial barriers and skills deficits. The authors propose a sequential 'Retrofitting-Digitalization-AI' roadmap and AI-verified sustainability-linked loans.

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

新興国・途上国の産業脱炭素における資金とデジタルの統合という視点は、日本企業のサプライチェーン上流(Scope 3)や海外拠点の移行リスク管理に示唆を与える。SSBJ・有報での気候関連開示を進める日本企業にとって、認識と実行のギャップをどう埋めるかという論点は実務的に有用。

In the global GX context

This study contributes to global transition-finance scholarship by showing that green finance and AI are interdependent enablers rather than substitutes, and that their effectiveness is mediated by local absorptive capacity. It offers a developing-economy counterpoint to TCFD/ISSB-aligned disclosure research, highlighting the 'awareness-implementation gap' that disclosure frameworks alone cannot close.

👥 読者別の含意

🔬研究者:グリーンファイナンスとAIの補完性を統合フレームワークで捉える視点は、移行金融研究に新たな分析軸を提供する。

🏢実務担当者:AI検証型エネルギー性能連動のサステナビリティ・リンク・ローン設計と、レトロフィット→デジタル化→AIの段階的ロードマップが実務の参考になる。

🏛政策担当者:デジタル・グリーン相乗グラントと国家リスキリングプログラムによる技術的吸収能力の構築を政策優先課題として示唆する。

📄 Abstract(原文)

Purpose This study aims to investigate Green Finance and Artificial Intelligence (AI) as complementary capabilities in the relationship between climate risk and the energy transition. Specifically, this study examines how these two levers can transform industrial climate challenges into drivers of resilience and sustainable performance within an energy-intensive context. Design/methodology/approach This research uses a qualitative exploratory methodology centered on an in-depth case study of the Kairouan Tobacco Factory (MTK) in Tunisia. Data collection consisted of 30 semi-structured interviews with senior executives and engineers, cross-referenced through methodological triangulation with external institutional data from the National Institute of Meteorology (INM), the National Agency for Energy Conservation (ANME) and OECD reports. Findings The results of this study uncover a significant “awareness-implementation gap.” While there is a heightened organizational awareness of climate urgency, implementation is stifled by a transitional vulnerability rooted in technological obsolescence, financial barriers and structural inertia. Crucially, this study suggests the theoretical pathway through which Green Finance and AI could function as interdependent enablers; however, it finds that this potential is severely constrained by localized factors such as the human capital skills deficit and technological obsolescence. Practical implications For industrial entities, this study recommends a sequential “Retrofitting-Digitalization-AI” roadmap to manage capital expenditure. Financial institutions are encouraged to design sustainability-linked loans indexed to AI-verified energy performance. Policymakers should prioritize digital-green synergy grants and national reskilling programs to build the technical absorptive capacity required for a successful industrial transition. Originality/value This study examines the integration of finance and technology by providing a qualitative analysis of an energy-intensive plant operating under thermal stress in a developing economy. This study introduces an integrated, synergistic framework, highlighting that firms require integrated techno-financial capabilities, rather than isolated digital or financial interventions, to successfully transform climate-risk awareness into effective transition actions.

🔗 Provenance — このレコードを発見したソース

🔔 こうした論文の新着を逃したくない方は キーワードアラート に登録(無料・3キーワードまで)。

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。