Open access Jurnal SINTA 3
DYNAMICAL ANALYSIS OF TWO LOAN CATEGORIES IN A BANKING SYSTEM WITH NON-PERFORMING LOANS
BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 20 No. 4 (2026) · pp. 3223–3240
- ISSN
- 2615-3017, 1978-7227
- Published
- 2026-08-24
- Publisher
- PATTIMURA UNIVERSITY
- Language
- eng
Abstract
The ability of banks to extend credit and meet their obligations to depositors can be significantly affected by the presence of non-performing loans (NPL). The intermediation process, in which deposits are transformed into loans, can be represented through a predator–prey modeling framework. In this study, we formulate and analyze a system of three nonlinear ordinary differential equations representing deposits as the prey and two categories of loans, individual loans and company loans, as predators within a single banking system. The model incorporates the effect of NPLs as factors that reduce effective loan performance and influence system interactions. The analytical results show that the system possesses five equilibrium points. The equilibrium corresponding to the absence of deposits and loans is unstable, while the remaining four equilibria are globally asymptotically stable under specific parameter conditions, particularly those related to loan growth rates and NPL levels. The stability analysis indicates that higher NPL rates tend to reduce the stability region of equilibria and may destabilize the banking system. Furthermore, numerical simulations are conducted to support and illustrate the analytical findings. These results provide insight into the long-term dynamic behavior of deposits and loans, emphasizing the role of NPLs in determining banking system stability.
Collaboration network of the authors
29 authors · 69 co-authorship links · 3 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- State University of Semarang
- University of Brawijaya
- Universitas Widya Kartika
- Institut Agama Islam Negeri Kendari
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Hasan S. Panigoro | Affiliation unknown | 2 |
| Resmawan Resmawan | Affiliation unknown | 2 |
| Hari Wibawanto | State University of Semarang | 1 |
| Dania Ayu Wulandari | State University of Semarang | 1 |
| Agus Murnomo | State University of Semarang | 1 |
| Anggraini Mulwinda | State University of Semarang | 1 |
| Bambang Satrio | State University of Semarang | 1 |
| Khoirudin Fathoni | State University of Semarang | 1 |
| . Sitawati | Affiliation unknown | 1 |
| Arifin Noor | Affiliation unknown | 1 |
| Euis Elih Nurlaelih | Affiliation unknown | 1 |
| D. R. R. Damaiyanti | Affiliation unknown | 1 |
| Umu Sa’adah | Affiliation unknown | 1 |
| Ni Kadek Emik Sapitri | Affiliation unknown | 1 |
| Darmanto Darmanto | Universitas Widya Kartika | 1 |
| Suci Astutik | University of Brawijaya | 1 |
| Nurjannah Nurjannah | Institut Agama Islam Negeri Kendari | 1 |
| Diego Irsandy | Affiliation unknown | 1 |
| Muhammad Hisyam Lee | Affiliation unknown | 1 |
| Rismania Hartanti Putri Yulianing Damayanti | Affiliation unknown | 1 |
| Marsudi Marsudi | Affiliation unknown | 1 |
| Syaiful Anam | University of Brawijaya | 1 |
| Ach Khozaimi | Affiliation unknown | 1 |
| Wuryansari Muharini Kusumawinahyu | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.