THE NORDIC MODEL OF SUSTAINABLE VALUE CREATION: ESG, PUBLIC-PRIVATE COLLABORATION, AND MARKET PERFORMANCE ON THE PATH TO CARBON NEUTRALITY
持続可能な価値創造の北欧モデル:ESG、官民連携、カーボンニュートラルへの道における市場パフォーマンス (AI 翻訳)
Olga Tsapko-Piddubna
🤖 gxceed AI 要約
日本語
本論文は、北欧5カ国の上場企業82社を対象に、ESGスコアや炭素効率指標と企業価値との関係を分析。従来のESGスコアは企業価値と有意な関連を示さない一方、炭素効率指標(EVICあたりCO2排出量など)は市場規模や収益性と強い相関を示した。また、炭素削減目標を持つ企業は市場価値が約4倍高いなど、気候変動への取り組みが財務的強さと結びついていることを実証。クラスター分析では、北欧企業の持続可能性と財務構造の均質性が確認された。
English
This paper analyzes 82 listed firms across five Nordic countries (2021-2024) to examine the relationship between ESG scores, carbon efficiency, and financial performance. Results show no meaningful association between conventional ESG scores and firm value, but strong links between carbon-efficiency indicators (e.g., EVIC per tonne CO2) and market capitalization, assets, and debt. Firms with carbon-reduction targets have nearly four times higher market capitalization. Cluster analysis reveals high homogeneity in the regional sustainability-financial structure, with sectoral asymmetries persisting.
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
日本でもSSBJ開示基準や有報でのサステナビリティ情報記載が進む中、ESGスコアと炭素効率のどちらが企業価値に結びつくかを示す本分析は、日本企業の開示戦略や投資家対応に示唆を与える。特に、炭素効率指標の重要性を強調する点は、日本のGX実務において参考となる。
In the global GX context
This paper contributes to the global debate on the value relevance of ESG versus carbon efficiency, showing that carbon metrics, not aggregate ESG scores, drive market valuation in the Nordic region. It offers empirical evidence for the ongoing ISSB and TCFD implementation, highlighting the need for disclosure frameworks to prioritize carbon efficiency indicators. The findings also inform transition finance and industrial policy design for hard-to-abate sectors.
👥 読者別の含意
🔬研究者:Provides empirical evidence on the relative value relevance of ESG scores vs. carbon efficiency, with implications for sustainable finance research.
🏢実務担当者:Corporate sustainability teams can use the findings to prioritize carbon efficiency metrics in investor communications and strategy.
🏛政策担当者:Highlights the need for targeted industrial policies to help heavy industries improve carbon efficiency, relevant for transition finance frameworks.
📄 Abstract(原文)
Although Nordic economies rank among the global leaders in sustainability and climate policy, the extent to which corporate environmental, social and governance (ESG) performance and carbon efficiency translate into market value is not well understood. This paper analyses how large listed firms in Denmark, Finland, Norway, Sweden and Iceland create sustainable value under well-established disclosure frameworks and close public-private collaboration. It investigates the relationship between ESG scores, carbon efficiency indicators and financial characteristics for 82 firms between 2021 and 2024. Cross-sectional and pooled Pearson correlations, complemented by two-sample t-tests, demonstrate the link between revenues per tonne of CO₂, enterprise value including cash (EVIC) per tonne of CO₂, greenhouse gas (GHG) emissions intensity and the presence of carbon-reduction targets, and market capitalisation, assets, leverage, profitability and capital expenditure. The results show that there is no meaningful association between conventional ESG scores and firm value or profitability. In contrast, carbon-efficiency indicators exhibit strong and consistent financial linkages. EVIC per tonne of CO₂ is highly correlated with market capitalisation, assets and, in particular, total debt (r ≈ 0.90), suggesting that the firms that are the most carbon-efficient are also the largest and most capital-intensive. Revenue per tonne of CO₂ shows a moderate but significant correlation with size variables (r ≈ 0.54–0.55). Firms with carbon-reduction targets have a market capitalisation that is almost four times higher, as well as substantially greater EBITDA and CAPEX. This confirms that climate commitments are concentrated among companies that are stronger financially. Cluster analysis reinforces these patterns: seven independent NbClust criteria identify two clusters, with almost all firms falling into a dominant cluster, which is evidence of a highly homogeneous regional sustainability–financial structure. Only a few outliers diverge significantly from this Nordic profile. Sectoral asymmetries persist, with financial, technology, and consumer-oriented firms demonstrating a capacity to translate sustainability performance into valuation gains more effectively than industrial and resource-intensive sectors. The latter face limitations in the immediate improvement of their performance due to technological and operational constraints. The findings indicate that sustainable value creation in the Nordic region is driven primarily by carbon efficiency, firm scale, and institutional capacity, underscoring the importance of targeted industrial policies and innovation programmes in helping heavy industries close the carbon-efficiency gap.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.30525/2256-0742/2026-12-2-128-142first seen 2026-05-05 19:12:29
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