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Digital Transformation as a Financial Value-Conversion Capability: Moderating the Link Between Corporate Energy Transition and Financial Performance in Indonesia

デジタルトランスフォーメーションを財務価値転換能力として捉える:インドネシアにおける企業のエネルギー移行と財務パフォーマンスの関係を調整する (AI 翻訳)

W. Wardhiah, Maimoona Majid, Said Musnadi, A. Sakir

Journal of Risk and Financial Management📚 査読済 / ジャーナル2026-08-13#AI×ESG経営インパクト: コスト削減対象セクター: cross_sector
DOI: 10.3390/jrfm19080611
原典: https://doi.org/10.3390/jrfm19080611
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🤖 gxceed AI 要約

日本語

本研究は、インドネシアのLQ45低炭素リーダーズ指数に連なる30社(2020〜2025年)のパネルデータを用い、デジタルトランスフォーメーション(DX)が企業のエネルギー移行戦略を財務価値に変換する能力を検証した。30項目のDX指数を構築し、固定効果モデルで分析した結果、クリーンエネルギー利用はROA・ROE・Tobin's Qに正の影響を与え、DXはこれらの効果を戦略・成果に応じて選択的に強化することが示された。DXは普遍的な業績増幅装置ではなく、移行投資のモニタリング・調整・資金調達・検証・コミュニケーションを改善する価値変換・リスク管理能力として機能する。

English

Using panel data from 30 Indonesian firms (2020-2025) linked to the LQ45 Low Carbon Leaders Index, this study examines whether digital transformation (DX) helps convert energy-transition strategies into financial value. A 30-item DX index and fixed-effects models show clean energy use positively affects ROA, ROE, and Tobin's Q, with DX selectively strengthening these effects. DX acts as a strategy- and outcome-specific value-conversion and risk-management capability, not a universal performance amplifier.

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SSBJ開示や統合報告書でエネルギー移行の財務影響が問われる中、DXが移行投資の価値変換をどう支援するかという視点は、日本企業の開示実務や投資家対応に示唆を与える。ただし、インドネシアの文脈に基づくため、日本への適用には制度的差異を考慮する必要がある。

In the global GX context

This study contributes to global GX scholarship by empirically linking digital transformation to the financial realization of energy-transition strategies, relevant to TCFD/ISSB-aligned disclosure where firms must articulate transition plans and their financial effects. It offers a novel capability-based view that complements existing research on digitalization and sustainability, with implications for emerging markets.

👥 読者別の含意

🔬研究者:Provides empirical evidence on the moderating role of digital capabilities in the energy transition-financial performance link, with rigorous econometric methods.

🏢実務担当者:Highlights that investing in digital capabilities can enhance the financial returns from energy-transition initiatives, informing corporate strategy and disclosure.

🏛政策担当者:Suggests that policies promoting digitalization may complement energy-transition incentives, potentially improving firm-level outcomes.

📄 Abstract(原文)

Background: Corporate energy transition can create efficiency, financing, and valuation benefits, but it also exposes firms to implementation, information, and transition risks. This study examines whether digital transformation helps firms convert energy-transition strategies into financial value. Unlike prior studies that mainly treated digitalization or sustainability as broad direct predictors, this study examines an implementation-based, multidimensional digital capability as a boundary condition across three distinct energy-transition strategies and both accounting- and market-based financial outcomes. Methods: Using an unbalanced panel of 30 firms associated with Indonesia’s LQ45 Low Carbon Leaders Index (120 firm years, 2020–2025), we construct a 30-item implementation-based Digital Transformation Index and estimate two-way fixed-effects models with firm-level wild-cluster-bootstrap inference, conditional marginal effects, false-discovery-rate adjustment, and prespecified robustness checks. Results: Clean energy use is positively associated with return on assets, return on equity, and Tobin’s Q. Low-carbon operational efficiency is most clearly associated with return on assets, whereas renewable energy use is primarily reflected in Tobin’s Q. Digital transformation is positively associated with all three outcomes and selectively strengthens the financial effects of the three transition strategies. Conclusions: Digital transformation is not a universal performance amplifier. It functions as a strategy- and outcome-specific value-conversion and risk-management capability that improves the monitoring, coordination, financing, verification, and communication of energy-transition investments.

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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。