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Crossref citation coverage: 1 / 1 publications (100.0%). Latest observation: 21 Oct 2026, 07:22 UTC. Means and percentages use records with known counts.

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JOURNAL ARTICLE

The impact of macroeconomic variables on credit risk: Evidence from Indonesian business sector level data

M Khoerul Mubin · Arif Sugara

International Journal of Research in Business and Social Science · 2020

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This study aims to empirically examine the effect of macroeconomic variables on credit risk in each business sector in Indonesia. Using time-series quarterly data during the period 2011q1-2019q2, this study utilized the Autoregressive Distributed Lag (ARDL) model. The results of this study explain that macroeconomic variables namely GDP growth in the long run have a significant negative effect on credit risk in 6 sectors and in the short term have a significant negative effect on 6 sectors. Inflation has a significant positive effect in the long run on one sector, namely the provision of accommodation and provision of food and drink, and a significant negative effect on 6 sectors, in the short term inflation has a significant positive effect on 7 sectors and a significant negative effect on one sector, namely education services. The last variable is the long-term loan interest rate which has a positive effect on 7 sectors and in the short term has a significant positive effect on 6 sectors on the high value of credit risk in each business sector in Indonesia. The result indicating that macroeconomic variables have a real impact on credit risk.

DOI 10.20525/ijrbs.v9i5.8040 Crossref citations0 OpenAlex citations