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Journal : JASF (Journal of Accounting and Strategic Finance)

What Most Influence on Non-Performing Loan in Indonesia? Bank Accounting Perspective with Mars Analysis Nanang Shonhadji
Journal of Accounting and Strategic Finance Vol 3 No 2 (2020): JASF (Journal of Accounting and Strategic Finance)
Publisher : UNIVERSITAS PEMBANGUNAN NASIONAL VETERAN JAWA TIMUR

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/jasf.v3i2.85

Abstract

The research objective is to examine factors that affect non-performing loans at conventional private banks in Indonesia. These factors include growth in gross domestic product, interest rates, currency exchange rates, exports, credit growth, inflation, return on asset, operating costs to operating income, and the capital adequacy ratio. The sample used in this study was conventional private banks listed on the Indonesia Stock Exchange 2014-2019. Data analysis techniques using Multivariate adaptive regression spline (MARS). The study results inform an influence between the predictor variables and the response variables based on functions in the model. The variables that affect non-performing loans are credit growth, exchange rates, inflation, capital adequacy ratio, return on asset, operating costs to operating income, and interest rates. In contrast, gross domestic product growth and export growth in this study do not affect non-performing loans in conventional private banks. The MARS model has informed that the most influential variable on non-performing loans is credit growth. Banking authorities need to control lending by applying credit risk management and regulating the quality of credit loans to contribute to the results in this study.
What Most Influence on Non-Performing Loan in Indonesia? Bank Accounting Perspective with MARS Analysis Nanang Shonhadji
JASF: Journal of Accounting and Strategic Finance Vol. 3 No. 2 (2020): JASF (Journal of Accounting and Strategic Finance) - November 2020
Publisher : Accounting Department, Faculty of Economics and Business, Universitas Pembangunan Nasional Veteran Jawa Timur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/jasf.v3i2.85

Abstract

The research objective is to examine factors that affect non-performing loans at conventional private banks in Indonesia. These factors include growth in gross domestic product, interest rates, currency exchange rates, exports, credit growth, inflation, return on asset, operating costs to operating income, and the capital adequacy ratio. The sample used in this study was conventional private banks listed on the Indonesia Stock Exchange 2014-2019. Data analysis techniques using Multivariate adaptive regression spline (MARS). The study results inform that there is an influence between the predictor variables and the response variables based on functions in the model. The variables that affect non-performing loans are credit growth, exchange rates, inflation, capital adequacy ratio, return on asset, operating costs to operating income, and interest rates. In contrast, gross domestic product growth and export growth in this study do not affect non-performing loans in conventional private banks. The MARS model has informed that the most influential variable on non-performing loans is credit growth. Banking authorities need to control lending through the application of credit risk management and regulating the quality of credit loans to contribute to the results in this study.