Article Details
Vol. 3 No. 4 (2026): August
Credit Restructuring Strategies for Non-Performing Loan Reduction: Evidence from Bank Papua Timika Branch
Abstract
Purpose: This study examines the conditions and trends of non-performing loans (NPL), identifies the internal and external factors that drive NPL, analyzes the credit restructuring strategies applied, and evaluates their effectiveness at Bank Papua Timika Branch, a regional development bank operating in the resource-rich Mimika Regency of Papua Tengah Province, Indonesia.
Research Methodology: A descriptive qualitative design was employed, drawing on in-depth interviews with six purposively selected informants (coded PB1–PB6), comprising a Commercial Relationship Manager, Credit Assistants, Funding Officer, Credit Rescue Assistant, and Credit Administration Officer. The data were supplemented by internal financial documentation from 2017 to 2023. The analysis followed the Miles and Huberman model (data reduction, display, and conclusion drawing), with SWOT and McKinsey 7S frameworks applied to synthesize organizational factors, and a 5C credit analysis framework (Character, Capacity, Capital, Collateral, Condition) applied to debtor-level assessment.
Results: NPL remained stable at 0.82–0.84% during 2017–2019, spiked to 1.75% in 2020 due to COVID-19 economic disruption, and then declined progressively to 0.77% by 2023 following restructuring interventions. The non-performing portfolio of IDR 34.344 billion (30 debtors) was concentrated in construction (41%, 12 debtors), MSME (39%, 12 debtors), and mining (20%, six debtors). Capacity impairment and external economic conditions were identified as the dominant drivers of NPLs. Rescheduling, reconditioning, and restructuring achieved recovery rates of approximately 75%, 67%, and 60%, respectively, within 6–36 months after the shock. Approximately 25–30% of debtors remain non-performing due to permanent business deterioration or a lack of cooperative intent.
Conclusions: NPL reduction at the Bank Papua Timika Branch requires an integrated strategy combining sector-specific restructuring, proactive 5C-based debtor assessment, McKinsey 7S organizational alignment, and sensitivity analysis-informed risk projection, rather than a generic portfolio-level intervention.
Limitations: This study covers a single branch over 2017–2023, and the qualitative design precludes causal inference and formal NPL forecasting models.
Contributions: This study contributes an integrated multi-framework evaluation model (5C × McKinsey 7S × sectoral portfolio analysis × sensitivity projection) for NPL management in resource-extraction regional banking contexts, extending credit risk and community banking literature in Eastern Indonesia.
Keywords
How to Cite
Download Citation
References
- Al Rasyid, B. D., Pratama, M. J. P. P., Fadhlurrohman, K. M., Ardiansyah, M. R., Al Hapiz, M. Y., & Praslita, R. P. (2025). Analisis langkah-langkah mengatasi kredit macet dengan manajemen risiko kredit. Jurnal Riset Multidisiplin Edukasi, 2(11), 960–974. https://doi.org/10.71282/jurmie.v2i11.1240
- Alfiana, A., Mandam, S. Y. L., & Arrachman, H. C. (2024). Penerapan manajemen risiko kredit perbankan. Jurnal Ilmiah Manajemen, 4(2), 1–15.
- Alfonso, M. (2023). Non-performing loans during the COVID-19 pandemic: Evidence from Indonesian banking. Journal of Financial Stability, 11(1), 45–62.
- Anugrah, A. D., & Akbar, A. (2025). Analisis non-performing loans pra dan saat COVID-19. Jurnal Education and Development, 13(1), 197–204. https://doi.org/10.37081/ed.v13i1.6485
- Aulia, S. E., Sandi, S. P. H., & Khaerudin Sidik Patoni. (2025). Pengaruh NPL, LDR dan CAR terhadap penyaluran kredit. Management Studies and Entrepreneurship Journal, 6(3), 4234–4249. https://doi.org/10.37385/msej.v6i4.7913
- Badrian, M. (2025). Penerapan prinsip 5C dalam meminimalkan risiko kredit perbankan. Jurnal Manajemen Risiko, 3(1), 1–15.
- Bariroh, N., Puspitasari, E., & Setiawan, A. (2022). Rescheduling and reconditioning as early intervention in non-performing credit management. Journal of Banking and Finance Research, 4(2), 78–92.
- Becker, G. S. (1968). Crime and punishment: An economic approach. Journal of Political Economy, 76(2), 169–217. https://doi.org/10.1086/259394
- Dewi, R., & Ragasari, P. (2025). Cash-flow based lending and NPL reduction in MSME financing. Asian Banking and Finance Review, 7(1), 34–49.
- Erna, S., & Hidayat, A. (2023). Mechanisms and conditionality of credit restructuring effectiveness in Indonesian regional banks. Jurnal Keuangan dan Perbankan, 27(2), 112–128.
- Fahmi, I., Kurniawan, R., & Nurdiana, S. (2025). Pengaruh suku bunga dan inflasi terhadap NPL perbankan Indonesia. Jurnal Ekonomi dan Keuangan, 9(1), 22–38.
- Felle, A. R., & Santioso, L. (2024). The effect of credit risk and bank-specific factors on financial performance. International Journal of Application on Economics and Business, 2(2), 3392–3403. https://doi.org/10.24912/ijaeb.v2i2.3392-3403
- Gustini, Y., Amaliah, I., & Hartono, B. (2023). Financial risk mitigation of collateral-free kredit usaha rakyat mikro. Journal of Islamic Economics Lariba, 9(2), 353–370. https://doi.org/10.20885/jielariba.vol9.iss2.art5
- Hadiwinarto, S. (2025). Debitur dalam penyelesaian kredit macet melalui rescheduling, reconditioning, restructuring. EKOMA: Jurnal Ekonomi, Manajemen, Akuntansi, 4(3), 5655–5666. https://doi.org/10.56799/ekoma.v4i3.8309
- Hamdi, M. U., AMS, B. R., Weriantoni, W., & Ayu, P. (2023). Konsekuensi variabel makroekonomi terhadap non-performing loans. Jurnal Ekonomi Pembangunan STIE Muhammadiyah Palopo, 9(1), 174–184. https://doi.org/10.35906/jep.v9i1.1482
- Hanif, A., & Widawati, E. (2024). MSME debtor inability and non-performing loan escalation in Indonesian regional banking. Jurnal Keuangan UMKM, 6(2), 45–58.
- Hartati, D., Puspitasari, E., & Indrabudiman, A. (2025). Credit restructuring, bank size, and corporate governance effects on NPL in Indonesian banking 2019–2023. Journal of Banking and Finance, 12(1), 1–18. https://doi.org/10.31000/jbf.v12i1.1234
- Hasanudin, H., Nurwulandari, A., & Nurhayati, Y. (2021). Effect of revolving funds, human resource competence, working capital, and credit risk on microfinance institution performance. Jurnal Ilmiah Manajemen, Ekonomi & Akuntansi, 5(1), 1780–1799. https://doi.org/10.31955/mea.v5i1.1519
- Herfina, M., & Muchda, Y. P. (2025). Non-performing loan dan kinerja keuangan: Studi pada PT Bank Negara Indonesia (Persero) Tbk. Jurnal Akademi Akuntansi Indonesia Padang, 5(1), 186–195. https://doi.org/10.31933/13e84r24
- Husnie, A., Pramono, R., & Setiawan, B. (2024). Reconditioning and combined restructuring strategies in maintaining Islamic bank financing portfolio quality. Journal of Islamic Finance and Banking, 8(1), 23–39.
- Kusumawati, N. N., Nuryartono, N., & Beik, I. S. (2017). Analisis pembiayaan dan kredit sektor konstruksi di Indonesia. Jurnal Ekonomi dan Kebijakan Pembangunan, 6(1), 21–40.
- Maatuil, R. A., Johanis, T., Makinggung, K., & Manoppo, P. (2025). Penerapan model analisis risiko kredit dalam pengambilan keputusan pembiayaan pada UMKM. Indonesia Economic Journal, 1(2), 2964–2976. https://doi.org/10.63822/sr4jvg05
- Mahfud, Y. (2020). McKinsey 7S strategic alignment analysis and organizational effectiveness. Journal of Economic, Management, Accounting and Technology, 3(1), 55–66. https://doi.org/10.32500/jematech.v3i1.1081
- Majiding, N. C., Akib, A., Utami, D., Utami, S., & Ramadhani, M. W. (2025). Strategi penanganan non-performing loan: Studi kasus Bank Sulselbar. Jurnal Rumpun Manajemen dan Ekonomi, 2(3), 366–374. https://doi.org/10.61722/jrme.v2i3.4527
- Masfi, A., & Sukartini, T. (2022). Effectiveness of using the McKinsey 7S framework model in assessing organizational performance: A systematic review. Journal of Pharmaceutical Negative Results, 13, 6589–6598. https://doi.org/10.47750/pnr.2022.13.S09.786
- Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook (2nd ed.). Sage Publications.
- Miosido, M. K., & Siswani, C. B. (2024). Restrukturisasi kredit sebagai upaya perlindungan bagi kreditur dan debitur. UNES Law Review, 7(2), 848–858. https://doi.org/10.31933/unesrev.v7i2.2372
- Mubarok, F., Rahardian, A., & Santoso, B. (2023). Construction credit risk and macroeconomic sensitivity in Indonesian banking. Journal of Financial Risk Management, 5(2), 112–130.
- Nur Izati, S. S., Lesmana, I. S., & Anwar, K. (2025). Implementation of credit risk management to minimize NPL at Bank Banten 2020–2024. Enrichment: Journal of Management, 15(3), 313–322. https://doi.org/10.35335/enrichment.v15i3.2337
- Putra, M. R. E., Pasaribu, G. E. A., Fisabilillah, L. W. P., & Aji, T. S. (2025). Analisis manajemen risiko perbankan pada bank umum di Indonesia periode 2019–2023. Independent: Journal of Economics, 5(1), 55–68. https://doi.org/10.26740/independent.v5i1.65204
- Putri, N., & Zakik, M. (2022). Macroeconomic determinants of non-performing loans in Indonesian banking. Jurnal Ekonomi dan Bisnis, 25(2), 88–105.
- Putro, Y. (2025). Mitigasi risiko pembiayaan sektor pertambangan batubara. Journal of Syntax Literate, 10(11). https://doi.org/10.36418/syntax-literate.v10i11.62384
- Rahayu, I., Mulyadi, D., & Sungkono, S. (2024). Analisis strategi penyelamatan kredit macet melalui restrukturisasi kredit pada Bank BJB Cabang Karawang. Journal Sains Student Research, 2(4), 163–177. https://doi.org/10.61722/jssr.v2i4.1975
- Rimbawan, T. (2022). Dampak kebijakan restrukturisasi kredit di masa pandemi COVID-19 terhadap kinerja perbankan di Indonesia. Review of Applied Accounting Research, 2(1), 14–26. https://doi.org/10.30595/raar.v2i1.12538
- Sadhita, R. M., & Nawarcono, W. (2024). Analisis penerapan prinsip 5C dalam pengambilan keputusan pemberian kredit pada PT BPR UGM Yogyakarta. Jurnal Ilmiah Ekonomi dan Kewirausahaan, 20(1), 57–64. https://doi.org/10.59112/m54r4340
- Setiawati, L., & Anggono, A. H. (2024). Credit risk analysis of Indonesia nickel industry from banking financing perspective. Jurnal Akuntansi, Ekonomi dan Manajemen Bisnis, 12(2), 181–187. https://doi.org/10.30871/jaemb.v12i2.9038
- Siagian, S. (2024). Analisis kredit bermasalah (NPL) perbankan pasca berakhirnya program stimulus restrukturisasi kredit COVID-19. EKOMA: Jurnal Ekonomi, Manajemen, Akuntansi, 4(1), 3245–3258. https://doi.org/10.56799/ekoma.v4i1.6908
- Siregar, Y. S., Atahau, A. D. R., & Sakti, I. M. (2022). Analisis portofolio kredit, risiko, dan return bank umum konvensional. Jurnal Manajemen, 19(1), 18–38. https://doi.org/10.25170/jm.v19i1.2334
- Sugiyono. (2021). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.
- Susalit, R., & Rahayu, A. (2025). The impact of risk management practices on bank performance: A systematic literature review. Jurnal Ilmiah Manajemen Kesatuan, 13(6), 4501–4512. https://doi.org/10.37641/jimkes.v13i6.3988
- Syam, A., & Asyam, M. A. (2026). Analisis penerapan strategi 3R (rescheduling, reconditioning, dan restructuring) guna mengatasi pembiayaan bermasalah pada PT Bank Sulselbar. RIGGS: Journal of Artificial Intelligence and Digital Business, 5(1), 2193–2203. https://doi.org/10.31004/riggs.v5i1.6423
- Syifa, S. N. Q., & Wardhani, N. I. K. (2026). Penerapan strategi 5C terhadap penurunan risiko kredit macet pada PT Bank BJB. Gemah Ripah: Jurnal Bisnis, 6(01), 1–10. https://doi.org/10.69957/grjb.v6i01.2567
- Wibowo, F. A., Satria, A., Gaol, S. L., & Indrawan, D. (2024). Financial risk, debt, and efficiency in Indonesia’s construction industry. Journal of Risk and Financial Management, 17(7), 303. https://doi.org/10.3390/jrfm17070303
- Wiguna, U. A., Wijaya, D. D., Leon, F. M., & Lestari, H. S. (2025). Faktor penentu risiko kredit perbankan di Indonesia. Syntax Literate: Jurnal Ilmiah Indonesia, 10(5), 5483–5500. https://doi.org/10.36418/syntax-literate.v10i5.58753
