Journal of Ekonomics, Finance, and Management Studies
Vol. 7 No. 5 (2026): El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam

Menentukan Pengaruh Makroekonomi dan Internal Bank Terhadap Risiko Kredit pada Bank Umum Konvensional Indonesia

Endriani, Keisha Nabiila (Unknown)
Safitri, Maria (Unknown)
Puspitasari, Diana (Unknown)
Oktavia, Vicky (Unknown)



Article Info

Publish Date
03 May 2026

Abstract

This study was conducted to identify the impact of macroeconomic variables and internal banking factors on the level of credit risk, known as Non-Performing Loans (NPL), in conventional commercial banks in Indonesia. The macroeconomic variables considered included the rupiah exchange rate, interest rates, and GDP (Gross Domestic Product), while the internal bank factors included ROE (Return On Equity), LDR (Loan to Deposit Ratio), and CAR (Capital Adequacy Ratio). A quantitative approach was applied using secondary data from 2019 to 2024 and a panel regression technique with the REM model. The study sample included 10 conventional commercial banks selected using a purposive sampling method. The study findings revealed that interest rates and ROE had a significant negative effect on NPLs, while LDR showed a significant positive impact on NPLs. On the other hand, the rupiah exchange rate, GDP, and CAR did not show a significant effect on NPLs. Overall, all independent variables jointly influence credit risk.

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Journal Info

Abbrev

elmal

Publisher

Subject

Religion Economics, Econometrics & Finance

Description

El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam mempublikasi hasil riset dan kajian terkini bidang ekonomi, keuangan, manajemen dan bisnis Islam. Mulai 2011, jurnal ini terbit tiga kali setahun setiap Maret, Juli dan November. Jurnal ini dikelola oleh Pusat Riset dan Kajian Strategis (PRKS) Masyarakat ...