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Split-Screen Approach to Financial Modeling in Sustainable Fleet Management

持続可能なフリート管理における財務モデリングのスプリットスクリーンアプローチ (AI 翻訳)

Carlo Alberto Magni, Giomaria Columbu, Davide Baschieri, Manuel Iori

Journal of Risk and Financial Managementプレプリント2025-11-04#気候金融Origin: EU
DOI: 10.3390/jrfm18110613
原典: https://doi.org/10.3390/jrfm18110613

🤖 gxceed AI 要約

日本語

本研究は、持続可能なフリート移行プロジェクトの経済性と環境持続可能性のトレードオフを定量化するため、統合会計・財務フレームワーク(スプリットスクリーンアプローチ)を開発・適用した。イタリアの多目的公益企業Iren Spaの廃棄物車両代替を対象に、21のシナリオ分析を通じて、CO2削減(Net Green Value)と正味現在価値(NPV)の間に負の関係があることを確認し、Net Value Curve(パレートフロンティア)を提示した。このフレームワークは、複雑なデータ統合と内部整合性のある評価を可能にし、伝統的な財務モデルの手動調整や不整合を排除する。

English

This study develops an integrated accounting-and-finance framework (Split-Screen Approach) to quantify the trade-off between profitability and environmental sustainability in green fleet transition projects. Using a case study of Iren Spa's waste vehicle replacement in Italy, the analysis of 21 scenarios reveals a decreasing relationship between CO2 reduction (Net Green Value) and Net Present Value (NPV), visualized as a Net Value Curve (Pareto frontier). The framework automates reconciliation of pro forma statements and provides consistent valuation metrics, overcoming limitations of traditional financial models.

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、物流・運輸業界の脱炭素化が急務であり、商用EV導入や低炭素車両への移行が進んでいる。本論文のスプリットスクリーンアプローチは、複数のシナリオにわたる財務・環境データの統合とトレードオフの可視化を可能にし、日本企業のグリーンフリート投資判断やSSBJ対応の開示に応用可能な枠組みを提供する。

In the global GX context

Globally, fleet electrification is a key decarbonization strategy, but capital budgeting for such transitions remains complex. This paper introduces a rigorous accounting-and-finance framework that integrates operational and financial data, providing a transparent method to quantify the profitability-sustainability trade-off. The Net Value Curve and shadow pricing of CO2 reduction offer practical tools for corporate decision-makers and policymakers, aligning with TCFD/ISSB emphasis on scenario analysis and financial impact assessment.

👥 読者別の含意

🔬研究者:Provides a novel integrated accounting-and-finance framework (Split-Screen Approach) for capital budgeting under complexity, with empirical demonstration of the profitability-sustainability trade-off.

🏢実務担当者:Offers a practical tool (Net Value Curve) to quantify the financial cost of CO2 reduction in fleet transitions, supporting investment decisions and sustainability reporting.

🏛政策担当者:Highlights the need for policy mechanisms that address the financial sacrifice required for environmental gains, as quantified by the NPV-to-NGV ratio.

📄 Abstract(原文)

Large-scale transitions to eco-friendly vehicle fleets present complex capital budgeting challenges, requiring the integration of extensive operational data with financial modeling while balancing economic profitability and environmental sustainability. Traditional approaches often struggle to manage this complexity and quantify the inherent trade-offs. This study develops and applies an innovative integrated accounting-and-finance framework to evaluate the economic and environmental implications of green fleet transition projects, explicitly quantifying the trade-off between profitability and sustainability. Focusing on waste vehicle replacement of Iren Spa, a leading European multi-utility company, we employ the recently developed Split-Screen Approach, a unified accounting-and-finance framework grounded in the laws of motion and conservation. It automatically reconciles pro forma financial statements and generates internally consistent valuation metrics, eliminating the manual adjustments and inconsistencies of traditional models. Its built-in diagnostic checks and scalability for highly complex datasets overcome the manual adjustments and inconsistencies inherent in traditional financial models. We process 2303 inputs across multiple “green” scenarios. This methodology integrates an Engineering Model, describing fleet evolution, operating costs, and CO2 reduction, with a HookUp Model, which serves to transform scenarios into well-defined projects. The latter model is then integrated with a Financial Model that generates pro forma financial statements, incorporates financing and payout policies, and assesses economic profitability through Net Present Value (NPV) and consistent accounting rates of return. Together, these elements form a robust framework for managing complex data integration and analysis. Our research reveals a fundamental trade-off: enhanced environmental sustainability (measured by Net Green Value, NGV), which quantifies CO2 reduction, is achieved at the expense of economic profitability, measured by NPV. This financial sacrifice is captured by the Net Value Curve, a Pareto frontier, while the NPV-to-NGV ratio provides “shadow prices” for CO2 reduction, revealing the financial cost per unit of sustainability gained. Based on 21 project scenarios and additional sensitivity analyses on financial inputs and energy prices, the results confirm a decreasing relationship between NGV and NPV. This study makes three main contributions: (1) it demonstrates the practical application of the Split- Screen Approach for capital budgeting under complexity, (2) it introduces the Net Value Curve framework as a useful tool for visualizing and quantifying the trade-off between profitability and sustainability, (3) it provides managers and policymakers actionable insights, supporting more informed decisions in green fleet transition planning where economic and environmental objectives may conflict. The findings provide managers and policymakers with a rigorous and transparent accounting-and-finance framework that enhances the reliability of capital budgeting decisions compared with traditional financial modeling, while offering a Paretian frontier for evaluating environmental trade-offs.

🔗 Provenance — このレコードを発見したソース

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。