The Finance Shelf

Factors Affecting Financial Distress in the Banking Sector (Ekopedia Jurnal Ilmiah Ekonomi)

Research paperEkopedia Jurnal Ilmiah EkonomiNovember 202617 pages26 min readNur Wahidina, M. Amin KadafiOriginal source
Key number
37.64% %
Model Explanatory Power (R-squared) p.1
What changed
9.69% %
Indonesia Banking Credit Growth p.3

Summary

  • The study analyzes a sample of 33 banks listed on the Indonesia Stock Exchange, comprising 363 bank-year observations covering the 2015–2025 period.p.1
  • Indonesia's aggregate banking sector exhibited resilience with a Capital Adequacy Ratio (CAR) of around 26% and third-party fund growth of 12.03%.p.3
  • Aggregate credit growth in Indonesia slowed down from 10.93% in 2024 to 9.69% at the end of 2025.p.3
  • The estimated random-effects panel regression model yields an R-squared of 0.376360, explaining 37.64% of the variation in the Banking Z-score.p.8
  • Economic growth exerts a statistically significant positive effect on the Banking Z-score with a coefficient of 0.076595.p.8
  • Profitability (ROE) demonstrates a positive and statistically significant relationship with bank stability, having a coefficient of 0.035736.p.8
  • Credit risk (NPL) negatively impacts the Banking Z-score with a statistically significant coefficient of -0.097290.p.8

Key insights

  1. Economic growth significantly enhances banking stability with a positive coefficient of 0.076595 and a p-value of 0.0002.p.8
  2. Exchange rate fluctuations show a negative but statistically insignificant relationship with the Banking Z-score, recording a coefficient of -0.003210 and a p-value of 0.7681.p.8
  3. Profitability measured by Return on Equity positively and significantly influences bank stability with a coefficient of 0.035736 and a p-value of 0.0000.p.8
  4. The four independent variables jointly demonstrate a significant overall impact on the Banking Z-score with an F-statistic of 54.01222.p.8
  5. The 2023 IMF Global Financial Stability Report estimated that banks representing about 5% of global banking assets could face severe capital stress under high interest rate conditions.p.3

Topics and entities

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