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Determinants of Credit Growth: An Empirical Study of Commercial Banks in Indonesia

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  • Ahmad Rado Rizkullah
  • Suhel
  • Sri Andaiyani

Abstract

The banking sector is one of the pillars that forms the country's economy that has an important function: it channels funds in the form of credit to the public. This study aims to analyze determinants affecting credit growth in commercial banks by using a purposive sampling technique to select seven commercial banks in Indonesia with a minimum capital of 30 trillion in the 2017-2021 period. This study hypothesizes that bank size has a positive and significant effect on credit growth while non-performing loans, liquidity, third party funds and capital adequacy ratios have a negative and significant effect on credit growth. Using Generalized Method of Moments (GMM), this research finds that bank size and third-party funds have a positive and significant influence on credit growth; non-performing loans have a negative and significant effect on credit growth, loan deposit ratio has a positive and insignificant effect on credit growth, and capital adequacy ratio has a negative and insignificant effect on credit growth. This study found that Third Party Funds have a positive and significant influence on Credit Growth in Commercial Banks in Indonesia. The positive but significant causality between third party funds and credit growth indicates that the hypothesis that was put forward by the researchers is confirmed in a different direction. This study indicates that maintaining banking stability is important, especially to increase the credibility and existence of the bank in society. The theoretical and practical significance is that it provides knowledge of the determinants of credit to commercial banks in Indonesia so that it can be used as a comparison or reference.

Suggested Citation

  • Ahmad Rado Rizkullah & Suhel & Sri Andaiyani, 2023. "Determinants of Credit Growth: An Empirical Study of Commercial Banks in Indonesia," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 22(2), pages 404-424.
  • Handle: RePEc:aiy:jnjaer:v:22:y:2023:i:2:p:404-424
    DOI: http://dx.doi.org/10.15826/vestnik.2023.22.2.017
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    1. Chakraborty, Indraneel & Goldstein, Itay & MacKinlay, Andrew, 2020. "Monetary stimulus and bank lending," Journal of Financial Economics, Elsevier, vol. 136(1), pages 189-218.
    2. Biondi Yuri, 2018. "Banking, Money and Credit: A Systemic Perspective," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 8(2), pages 1-26, July.
    3. Ali Awdeh, 2017. "The Determinants of Credit Growth in Lebanon," International Business Research, Canadian Center of Science and Education, vol. 10(2), pages 9-19, February.
    4. Boumparis, Periklis & Milas, Costas & Panagiotidis, Theodore, 2019. "Non-performing loans and sovereign credit ratings," International Review of Financial Analysis, Elsevier, vol. 64(C), pages 301-314.
    5. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    6. Xiaoqing Maggie Fu & Yongjia Rebecca Lin & Philip Molyneux, 2015. "Bank Competition and Financial Stability in Asia Pacific," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Bank Competition, Efficiency and Liquidity Creation in Asia Pacific, chapter 3, pages 49-71, Palgrave Macmillan.
    7. Florian Heider & Farzad Saidi & Glenn Schepens, 2019. "Life below Zero: Bank Lending under Negative Policy Rates," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 3728-3761.
    8. Almir ALIHODŽIĆ & İbrahim Halil EKŞİ, 2018. "Credit growth and non-performing loans: evidence from Turkey and some Balkan countries," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 9, pages 229-249, December.
    9. Maja Ivanović, 2016. "Determinants of Credit Growth: The Case of Montenegro," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 5(2), pages 101-118.
    10. Schepens, Glenn, 2018. "Bank lending under negative policy rates," Research Bulletin, European Central Bank, vol. 43.
    11. repec:ecb:ecbrbu:2018:0043:1 is not listed on IDEAS
    12. Dao, Kieu Oanh & Nguyen, Thi Yen & Hussain, Sarfraz & Nguyen, V.C., 2020. "Factors affecting non-performing loans of commercial banks: The role of bank performance and credit growth," OSF Preprints 6ykd8, Center for Open Science.
    13. Werner, Richard A., 2016. "A lost century in economics: Three theories of banking and the conclusive evidence," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 361-379.
    14. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    15. Kim, Dohan & Sohn, Wook, 2017. "The effect of bank capital on lending: Does liquidity matter?," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 95-107.
    16. Barraza, Santiago & Civelli, Andrea, 2020. "Economic policy uncertainty and the supply of business loans," Journal of Banking & Finance, Elsevier, vol. 121(C).
    17. Danisman, Gamze Ozturk & Ersan, Oguz & Demir, Ender, 2020. "Economic policy uncertainty and bank credit growth: Evidence from European banks," Journal of Multinational Financial Management, Elsevier, vol. 57.
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    More about this item

    Keywords

    credit growth; credit policy; non-performing loans; banks; generalized method of moments.;
    All these keywords.

    JEL classification:

    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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