Ekodestinasi : Jurnal Ekonomi, Bisnis, dan Pariwisata
Vol. 4 No. 2 (2026): EKODESTINASI : Jurnal Ekonomi, Bisnis, dan Pariwisata

Integrasi Risiko Kelangkaan Air Tawar ke dalam Model Stress-Test Perbankan dan Valuasi Aset Industri

Shofa Robbani (Universitas Nahdlatul Ulama Sunan Giri)
Ahmad Amir Jamaluddin (Universitas Nahdlatul Ulama Sunan Giri)
Isna Nurfaizah (Universitas Nahdlatul Ulama Sunan Giri)
Diva Callysta Amelia Putri (Universitas Nahdlatul Ulama Sunan Giri)
Firda Laili Nur (Universitas Nahdlatul Ulama Sunan Giri)



Article Info

Publish Date
12 Sep 2026

Abstract

This study aims to analyze the relationship between water scarcity risk, banking financial stability, and industrial asset valuation, while developing a framework for integrating water risk into the climate stress test (CST) as part of a green economy policy direction. The study employs a quantitative approach with an explanatory research design using panel data covering the period 2010–2023 in East Java Province. The research objects consist of 8 commercial banks and 75 manufacturing companies. Data analysis was conducted through descriptive statistics and ADF-PP stationarity tests, the Johansen cointegration test, copula modeling, water price forecasting using Long Short-Term Memory (LSTM), Vector Error Correction Model (VECM), Impulse Response Function (IRF), and risk-adjusted Discounted Cash Flow (DCF) valuation. The results indicate a significant positive relationship between SRI and water prices, with a correlation coefficient of 0.672 based on the Gaussian Copula. The LSTM model demonstrates good predictive performance, achieving a KGE value of 0.84 on the testing data. The VECM results show that changes in SRI and water prices significantly affect banking NPLs, while the Error Correction Term of -0.412 indicates an adjustment mechanism toward long-run equilibrium. The risk-adjusted DCF valuation further reveals that water scarcity can significantly reduce firm value, with an average decline of 21.1% and a reduction of up to 55.8% among firms facing high water risk. These findings confirm that water scarcity represents a material financial risk that should be integrated into banking risk management, CST, and industrial asset valuation. Such integration can strengthen financial sector resilience while supporting the transition toward a green economy and sustainable development.

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Journal Info

Abbrev

ekodestinasi

Publisher

Subject

Economics, Econometrics & Finance

Description

Focus and scope of EKODESTINASI: Jurnal Ekonomi, Bisnis, dan Pariwisata is in the fields of microeconomics, macroeconomics, development economics, environmental economics, tourism, Islamic tourism, Islamic economics, Islamic development economics, Islamic macroeconomics, Islamic business, creative ...